From eda33e092fd66adf33666569f31b2f1a863fe723 Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Thu, 25 Apr 2024 19:12:27 +0530
Subject: [PATCH 01/44] Enable using Stable Diffusion 3 for Image Generation
 via API

---
 ...texttoimagemodelconfig_api_key_and_more.py | 24 ++++++++++++
 src/khoj/database/models/__init__.py          |  2 +
 src/khoj/routers/helpers.py                   | 37 ++++++++++++++-----
 3 files changed, 54 insertions(+), 9 deletions(-)
 create mode 100644 src/khoj/database/migrations/0048_texttoimagemodelconfig_api_key_and_more.py

diff --git a/src/khoj/database/migrations/0048_texttoimagemodelconfig_api_key_and_more.py b/src/khoj/database/migrations/0048_texttoimagemodelconfig_api_key_and_more.py
new file mode 100644
index 00000000..069b16ca
--- /dev/null
+++ b/src/khoj/database/migrations/0048_texttoimagemodelconfig_api_key_and_more.py
@@ -0,0 +1,24 @@
+# Generated by Django 4.2.11 on 2024-06-20 19:02
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("database", "0047_alter_entry_file_type"),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name="texttoimagemodelconfig",
+            name="api_key",
+            field=models.CharField(blank=True, default=None, max_length=200, null=True),
+        ),
+        migrations.AlterField(
+            model_name="texttoimagemodelconfig",
+            name="model_type",
+            field=models.CharField(
+                choices=[("openai", "Openai"), ("stability-ai", "Stabilityai")], default="openai", max_length=200
+            ),
+        ),
+    ]
diff --git a/src/khoj/database/models/__init__.py b/src/khoj/database/models/__init__.py
index 00a594ca..89f9802b 100644
--- a/src/khoj/database/models/__init__.py
+++ b/src/khoj/database/models/__init__.py
@@ -234,9 +234,11 @@ class SearchModelConfig(BaseModel):
 class TextToImageModelConfig(BaseModel):
     class ModelType(models.TextChoices):
         OPENAI = "openai"
+        STABILITYAI = "stability-ai"
 
     model_name = models.CharField(max_length=200, default="dall-e-3")
     model_type = models.CharField(max_length=200, choices=ModelType.choices, default=ModelType.OPENAI)
+    api_key = models.CharField(max_length=200, default=None, null=True, blank=True)
 
 
 class SpeechToTextModelOptions(BaseModel):
diff --git a/src/khoj/routers/helpers.py b/src/khoj/routers/helpers.py
index 90bfd8c6..8cc40f80 100644
--- a/src/khoj/routers/helpers.py
+++ b/src/khoj/routers/helpers.py
@@ -753,7 +753,7 @@ async def text_to_image(
         status_code = 501
         message = "Failed to generate image. Setup image generation on the server."
         return image_url or image, status_code, message, intent_type.value
-    elif state.openai_client and text_to_image_config.model_type == TextToImageModelConfig.ModelType.OPENAI:
+    elif state.openai_client:
         logger.info("Generating image with OpenAI")
         text2image_model = text_to_image_config.model_name
         chat_history = ""
@@ -775,17 +775,36 @@ async def text_to_image(
                     note_references=references,
                     online_results=online_results,
                 )
-            with timer("Generate image with OpenAI", logger):
-                if send_status_func:
-                    await send_status_func(f"**🖼️ Painting using Enhanced Prompt**:\n{improved_image_prompt}")
-                response = state.openai_client.images.generate(
-                    prompt=improved_image_prompt, model=text2image_model, response_format="b64_json"
-                )
-                image = response.data[0].b64_json
+            if send_status_func:
+                await send_status_func(f"**🖼️ Painting using Enhanced Prompt**:\n{improved_image_prompt}")
+
+            if text_to_image_config.model_type == TextToImageModelConfig.ModelType.OPENAI:
+                with timer("Generate image with OpenAI", logger):
+                    response = state.openai_client.images.generate(
+                        prompt=improved_image_prompt, model=text2image_model, response_format="b64_json"
+                    )
+                    image = response.data[0].b64_json
+                    decoded_image = base64.b64decode(image)
+
+            elif text_to_image_config.model_type == TextToImageModelConfig.ModelType.STABILITYAI:
+                with timer("Generate image with Stability AI", logger):
+                    response = requests.post(
+                        f"https://api.stability.ai/v2beta/stable-image/generate/sd3",
+                        headers={"authorization": f"Bearer {text_to_image_config.api_key}", "accept": "image/*"},
+                        files={"none": ""},
+                        data={
+                            "prompt": improved_image_prompt,
+                            "model": text2image_model,
+                            "mode": "text-to-image",
+                            "output_format": "png",
+                            "seed": 1032622926,
+                            "aspect_ratio": "1:1",
+                        },
+                    )
+                    decoded_image = response.content
 
             with timer("Convert image to webp", logger):
                 # Convert png to webp for faster loading
-                decoded_image = base64.b64decode(image)
                 image_io = io.BytesIO(decoded_image)
                 png_image = Image.open(image_io)
                 webp_image_io = io.BytesIO()

From fdd4c0246168c91a2afd44500759ef48fb8cf6ec Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Thu, 25 Apr 2024 23:07:01 +0530
Subject: [PATCH 02/44] Use shorter prompt generator to prompt SD3 to create
 better images

---
 src/khoj/processor/conversation/prompts.py | 31 +++++++++++++++++++++-
 src/khoj/routers/helpers.py                | 29 ++++++++++++++------
 2 files changed, 51 insertions(+), 9 deletions(-)

diff --git a/src/khoj/processor/conversation/prompts.py b/src/khoj/processor/conversation/prompts.py
index a1c7dff1..fcc9fc63 100644
--- a/src/khoj/processor/conversation/prompts.py
+++ b/src/khoj/processor/conversation/prompts.py
@@ -121,7 +121,7 @@ User's Notes:
 ## Image Generation
 ## --
 
-image_generation_improve_prompt = PromptTemplate.from_template(
+image_generation_improve_prompt_dalle = PromptTemplate.from_template(
     """
 You are a talented creator. Generate a detailed prompt to generate an image based on the following description. Update the query below to improve the image generation. Add additional context to the query to improve the image generation. Make sure to retain any important information originally from the query. You are provided with the following information to help you generate the prompt:
 
@@ -143,6 +143,35 @@ Remember, now you are generating a prompt to improve the image generation. Add a
 Improved Query:"""
 )
 
+image_generation_improve_prompt_sd = PromptTemplate.from_template(
+    """
+You are a talented creator. Write 2-5 sentences with precise image composition, position details to create an image.
+Use the provided context below to add specific, fine details to the image composition.
+Retain any important information and follow any instructions from the original prompt.
+Put any text to be rendered in the image within double quotes in your improved prompt.
+You are provided with the following context to help enhance the original prompt:
+
+Today's Date: {current_date}
+User's Location: {location}
+
+User's Notes:
+{references}
+
+Online References:
+{online_results}
+
+Conversation Log:
+{chat_history}
+
+Original Prompt: "{query}"
+
+Now create an improved prompt using the context provided above to generate an image.
+Retain any important information and follow any instructions from the original prompt.
+Use the additional context from the user's notes, online references and conversation log to improve the image generation.
+
+Improved Prompt:"""
+)
+
 ## Online Search Conversation
 ## --
 online_search_conversation = PromptTemplate.from_template(
diff --git a/src/khoj/routers/helpers.py b/src/khoj/routers/helpers.py
index 8cc40f80..66807cc3 100644
--- a/src/khoj/routers/helpers.py
+++ b/src/khoj/routers/helpers.py
@@ -453,12 +453,14 @@ async def generate_better_image_prompt(
     location_data: LocationData,
     note_references: List[Dict[str, Any]],
     online_results: Optional[dict] = None,
+    model_type: Optional[str] = None,
 ) -> str:
     """
     Generate a better image prompt from the given query
     """
 
     today_date = datetime.now(tz=timezone.utc).strftime("%Y-%m-%d")
+    model_type = model_type or TextToImageModelConfig.ModelType.OPENAI
 
     if location_data:
         location = f"{location_data.city}, {location_data.region}, {location_data.country}"
@@ -477,14 +479,24 @@ async def generate_better_image_prompt(
             elif online_results[result].get("webpages"):
                 simplified_online_results[result] = online_results[result]["webpages"]
 
-    image_prompt = prompts.image_generation_improve_prompt.format(
-        query=q,
-        chat_history=conversation_history,
-        location=location_prompt,
-        current_date=today_date,
-        references=user_references,
-        online_results=simplified_online_results,
-    )
+    if model_type == TextToImageModelConfig.ModelType.OPENAI:
+        image_prompt = prompts.image_generation_improve_prompt_dalle.format(
+            query=q,
+            chat_history=conversation_history,
+            location=location_prompt,
+            current_date=today_date,
+            references=user_references,
+            online_results=simplified_online_results,
+        )
+    elif model_type == TextToImageModelConfig.ModelType.STABILITYAI:
+        image_prompt = prompts.image_generation_improve_prompt_sd.format(
+            query=q,
+            chat_history=conversation_history,
+            location=location_prompt,
+            current_date=today_date,
+            references=user_references,
+            online_results=simplified_online_results,
+        )
 
     summarizer_model: ChatModelOptions = await ConversationAdapters.aget_summarizer_conversation_config()
 
@@ -774,6 +786,7 @@ async def text_to_image(
                     location_data=location_data,
                     note_references=references,
                     online_results=online_results,
+                    model_type=text_to_image_config.model_type,
                 )
             if send_status_func:
                 await send_status_func(f"**🖼️ Painting using Enhanced Prompt**:\n{improved_image_prompt}")

From eb09aba7472aea68f3e0b78950b54e100ce6d7bf Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Fri, 26 Apr 2024 16:49:11 +0530
Subject: [PATCH 03/44] Remove quotes wrapping the prompt from being passed to
 image gen model

---
 src/khoj/routers/helpers.py | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/src/khoj/routers/helpers.py b/src/khoj/routers/helpers.py
index 66807cc3..e7392738 100644
--- a/src/khoj/routers/helpers.py
+++ b/src/khoj/routers/helpers.py
@@ -502,8 +502,11 @@ async def generate_better_image_prompt(
 
     with timer("Chat actor: Generate contextual image prompt", logger):
         response = await send_message_to_model_wrapper(image_prompt, chat_model_option=summarizer_model)
+        response = response.strip()
+        if response.startswith(('"', "'")) and response.endswith(('"', "'")):
+            response = response[1:-1]
 
-    return response.strip()
+    return response
 
 
 async def send_message_to_model_wrapper(

From 2c4bf91a611f547b57d6e4c5147db32fbbf119e5 Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Fri, 21 Jun 2024 01:16:17 +0530
Subject: [PATCH 04/44] Allow user to set paint model to use from web client
 config page

---
 src/khoj/database/adapters/__init__.py        | 27 ++++++++
 src/khoj/database/admin.py                    | 11 +++-
 ...texttoimagemodelconfig_api_key_and_more.py | 25 +++++++-
 src/khoj/database/models/__init__.py          |  5 ++
 src/khoj/interface/web/base_config.html       |  1 +
 src/khoj/interface/web/config.html            | 64 ++++++++++++++++++-
 src/khoj/routers/api_config.py                | 29 +++++++++
 src/khoj/routers/helpers.py                   |  2 +-
 src/khoj/routers/web_client.py                | 10 ++-
 9 files changed, 167 insertions(+), 7 deletions(-)

diff --git a/src/khoj/database/adapters/__init__.py b/src/khoj/database/adapters/__init__.py
index 00ad75f1..f00fe179 100644
--- a/src/khoj/database/adapters/__init__.py
+++ b/src/khoj/database/adapters/__init__.py
@@ -45,6 +45,7 @@ from khoj.database.models import (
     Subscription,
     TextToImageModelConfig,
     UserConversationConfig,
+    UserPaintModelConfig,
     UserRequests,
     UserSearchModelConfig,
     UserVoiceModelConfig,
@@ -891,6 +892,32 @@ class ConversationAdapters:
     async def aget_text_to_image_model_config():
         return await TextToImageModelConfig.objects.filter().afirst()
 
+    @staticmethod
+    def get_text_to_image_model_options():
+        return TextToImageModelConfig.objects.all()
+
+    @staticmethod
+    def get_user_paint_model_config(user: KhojUser):
+        config = UserPaintModelConfig.objects.filter(user=user).first()
+        if not config:
+            return None
+        return config.setting
+
+    @staticmethod
+    async def aget_user_paint_model(user: KhojUser):
+        config = await UserPaintModelConfig.objects.filter(user=user).prefetch_related("setting").afirst()
+        if not config:
+            return None
+        return config.setting
+
+    @staticmethod
+    async def aset_user_paint_model(user: KhojUser, text_to_image_model_config_id: int):
+        config = await TextToImageModelConfig.objects.filter(id=text_to_image_model_config_id).afirst()
+        if not config:
+            return None
+        new_config, _ = await UserPaintModelConfig.objects.aupdate_or_create(user=user, defaults={"setting": config})
+        return new_config
+
 
 class FileObjectAdapters:
     @staticmethod
diff --git a/src/khoj/database/admin.py b/src/khoj/database/admin.py
index 3bc0f76d..95e3508c 100644
--- a/src/khoj/database/admin.py
+++ b/src/khoj/database/admin.py
@@ -96,7 +96,6 @@ admin.site.register(SpeechToTextModelOptions)
 admin.site.register(SearchModelConfig)
 admin.site.register(ReflectiveQuestion)
 admin.site.register(UserSearchModelConfig)
-admin.site.register(TextToImageModelConfig)
 admin.site.register(ClientApplication)
 admin.site.register(GithubConfig)
 admin.site.register(NotionConfig)
@@ -153,6 +152,16 @@ class ChatModelOptionsAdmin(admin.ModelAdmin):
     search_fields = ("id", "chat_model", "model_type")
 
 
+@admin.register(TextToImageModelConfig)
+class TextToImageModelOptionsAdmin(admin.ModelAdmin):
+    list_display = (
+        "id",
+        "model_name",
+        "model_type",
+    )
+    search_fields = ("id", "model_name", "model_type")
+
+
 @admin.register(OpenAIProcessorConversationConfig)
 class OpenAIProcessorConversationConfigAdmin(admin.ModelAdmin):
     list_display = (
diff --git a/src/khoj/database/migrations/0048_texttoimagemodelconfig_api_key_and_more.py b/src/khoj/database/migrations/0048_texttoimagemodelconfig_api_key_and_more.py
index 069b16ca..d5d3e972 100644
--- a/src/khoj/database/migrations/0048_texttoimagemodelconfig_api_key_and_more.py
+++ b/src/khoj/database/migrations/0048_texttoimagemodelconfig_api_key_and_more.py
@@ -1,5 +1,7 @@
-# Generated by Django 4.2.11 on 2024-06-20 19:02
+# Generated by Django 4.2.11 on 2024-06-20 19:48
 
+import django.db.models.deletion
+from django.conf import settings
 from django.db import migrations, models
 
 
@@ -21,4 +23,25 @@ class Migration(migrations.Migration):
                 choices=[("openai", "Openai"), ("stability-ai", "Stabilityai")], default="openai", max_length=200
             ),
         ),
+        migrations.CreateModel(
+            name="UserPaintModelConfig",
+            fields=[
+                ("id", models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name="ID")),
+                ("created_at", models.DateTimeField(auto_now_add=True)),
+                ("updated_at", models.DateTimeField(auto_now=True)),
+                (
+                    "setting",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE, to="database.texttoimagemodelconfig"
+                    ),
+                ),
+                (
+                    "user",
+                    models.OneToOneField(on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL),
+                ),
+            ],
+            options={
+                "abstract": False,
+            },
+        ),
     ]
diff --git a/src/khoj/database/models/__init__.py b/src/khoj/database/models/__init__.py
index 89f9802b..6da7c928 100644
--- a/src/khoj/database/models/__init__.py
+++ b/src/khoj/database/models/__init__.py
@@ -265,6 +265,11 @@ class UserSearchModelConfig(BaseModel):
     setting = models.ForeignKey(SearchModelConfig, on_delete=models.CASCADE)
 
 
+class UserPaintModelConfig(BaseModel):
+    user = models.OneToOneField(KhojUser, on_delete=models.CASCADE)
+    setting = models.ForeignKey(TextToImageModelConfig, on_delete=models.CASCADE)
+
+
 class Conversation(BaseModel):
     user = models.ForeignKey(KhojUser, on_delete=models.CASCADE)
     conversation_log = models.JSONField(default=dict)
diff --git a/src/khoj/interface/web/base_config.html b/src/khoj/interface/web/base_config.html
index 7747229e..d4712206 100644
--- a/src/khoj/interface/web/base_config.html
+++ b/src/khoj/interface/web/base_config.html
@@ -332,6 +332,7 @@
             margin: 20px;
         }
 
+        select#paint-models,
         select#search-models,
         select#voice-models,
         select#chat-models {
diff --git a/src/khoj/interface/web/config.html b/src/khoj/interface/web/config.html
index 2c3c98db..88725c64 100644
--- a/src/khoj/interface/web/config.html
+++ b/src/khoj/interface/web/config.html
@@ -192,11 +192,37 @@
                 </div>
                 <div class="card-action-row">
                     {% if (not billing_enabled) or (subscription_state != 'unsubscribed' and subscription_state != 'expired') %}
-                    <button id="save-model" class="card-button happy" onclick="updateChatModel()">
+                    <button id="save-chat-model" class="card-button happy" onclick="updateChatModel()">
                         Save
                     </button>
                     {% else %}
-                    <button id="save-model" class="card-button" disabled>
+                    <button id="save-chat-model" class="card-button" disabled>
+                        Subscribe to use different models
+                    </button>
+                    {% endif %}
+                </div>
+            </div>
+            <div class="card">
+                <div class="card-title-row">
+                    <img class="card-icon" src="/static/assets/icons/chat.svg" alt="Chat">
+                    <h3 class="card-title">
+                        <span>Paint</span>
+                    </h3>
+                </div>
+                <div class="card-description-row">
+                    <select id="paint-models">
+                        {% for option in paint_model_options %}
+                            <option value="{{ option.id }}" {% if option.id == selected_paint_model_config %}selected{% endif %}>{{ option.model_name }}</option>
+                        {% endfor %}
+                    </select>
+                </div>
+                <div class="card-action-row">
+                    {% if (not billing_enabled) or (subscription_state != 'unsubscribed' and subscription_state != 'expired') %}
+                    <button id="save-paint-model" class="card-button happy" onclick="updatePaintModel()">
+                        Save
+                    </button>
+                    {% else %}
+                    <button id="save-paint-model" class="card-button" disabled>
                         Subscribe to use different models
                     </button>
                     {% endif %}
@@ -425,7 +451,7 @@
 
     function updateChatModel() {
         const chatModel = document.getElementById("chat-models").value;
-        const saveModelButton = document.getElementById("save-model");
+        const saveModelButton = document.getElementById("save-chat-model");
         saveModelButton.disabled = true;
         saveModelButton.innerHTML = "Saving...";
 
@@ -491,6 +517,38 @@
         })
     };
 
+    function updatePaintModel() {
+        const paintModel = document.getElementById("paint-models").value;
+        const saveModelButton = document.getElementById("save-paint-model");
+        saveModelButton.disabled = true;
+        saveModelButton.innerHTML = "Saving...";
+
+        fetch('/api/config/data/paint/model?id=' + paintModel, {
+            method: 'POST',
+            headers: {
+                'Content-Type': 'application/json',
+            }
+        })
+        .then(response => response.json())
+        .then(data => {
+            if (data.status == "ok") {
+                saveModelButton.innerHTML = "Save";
+                saveModelButton.disabled = false;
+
+                let notificationBanner = document.getElementById("notification-banner");
+                notificationBanner.innerHTML = "Paint model has been updated!";
+                notificationBanner.style.display = "block";
+                setTimeout(function() {
+                    notificationBanner.style.display = "none";
+                }, 5000);
+
+            } else {
+                saveModelButton.innerHTML = "Error";
+                saveModelButton.disabled = false;
+            }
+        })
+    };
+
     function clearContentType(content_source) {
         fetch('/api/config/data/content-source/' + content_source, {
             method: 'DELETE',
diff --git a/src/khoj/routers/api_config.py b/src/khoj/routers/api_config.py
index 68757de6..f25ecacd 100644
--- a/src/khoj/routers/api_config.py
+++ b/src/khoj/routers/api_config.py
@@ -315,6 +315,35 @@ async def update_search_model(
     return {"status": "ok"}
 
 
+@api_config.post("/data/paint/model", status_code=200)
+@requires(["authenticated"])
+async def update_paint_model(
+    request: Request,
+    id: str,
+    client: Optional[str] = None,
+):
+    user = request.user.object
+    subscribed = has_required_scope(request, ["premium"])
+
+    if not subscribed:
+        raise HTTPException(status_code=403, detail="User is not subscribed to premium")
+
+    new_config = await ConversationAdapters.aset_user_paint_model(user, int(id))
+
+    update_telemetry_state(
+        request=request,
+        telemetry_type="api",
+        api="set_paint_model",
+        client=client,
+        metadata={"paint_model": new_config.setting.model_name},
+    )
+
+    if new_config is None:
+        return {"status": "error", "message": "Model not found"}
+
+    return {"status": "ok"}
+
+
 @api_config.get("/index/size", response_model=Dict[str, int])
 @requires(["authenticated"])
 async def get_indexed_data_size(request: Request, common: CommonQueryParams):
diff --git a/src/khoj/routers/helpers.py b/src/khoj/routers/helpers.py
index e7392738..976caef1 100644
--- a/src/khoj/routers/helpers.py
+++ b/src/khoj/routers/helpers.py
@@ -762,7 +762,7 @@ async def text_to_image(
     image_url = None
     intent_type = ImageIntentType.TEXT_TO_IMAGE_V3
 
-    text_to_image_config = await ConversationAdapters.aget_text_to_image_model_config()
+    text_to_image_config = await ConversationAdapters.aget_user_paint_model(user)
     if not text_to_image_config:
         # If the user has not configured a text to image model, return an unsupported on server error
         status_code = 501
diff --git a/src/khoj/routers/web_client.py b/src/khoj/routers/web_client.py
index 1dc6a2f4..87075b49 100644
--- a/src/khoj/routers/web_client.py
+++ b/src/khoj/routers/web_client.py
@@ -262,6 +262,12 @@ def config_page(request: Request):
 
     current_search_model_option = adapters.get_user_search_model_or_default(user)
 
+    selected_paint_model_config = ConversationAdapters.get_user_paint_model_config(user)
+    paint_model_options = ConversationAdapters.get_text_to_image_model_options().all()
+    all_paint_model_options = list()
+    for paint_model in paint_model_options:
+        all_paint_model_options.append({"model_name": paint_model.model_name, "id": paint_model.id})
+
     notion_oauth_url = get_notion_auth_url(user)
 
     eleven_labs_enabled = is_eleven_labs_enabled()
@@ -284,10 +290,12 @@ def config_page(request: Request):
             "anonymous_mode": state.anonymous_mode,
             "username": user.username,
             "given_name": given_name,
-            "conversation_options": all_conversation_options,
             "search_model_options": all_search_model_options,
             "selected_search_model_config": current_search_model_option.id,
+            "conversation_options": all_conversation_options,
             "selected_conversation_config": selected_conversation_config.id if selected_conversation_config else None,
+            "paint_model_options": all_paint_model_options,
+            "selected_paint_model_config": selected_paint_model_config.id if selected_paint_model_config else None,
             "user_photo": user_picture,
             "billing_enabled": state.billing_enabled,
             "subscription_state": user_subscription_state,

From 1acf969c6ee1d1db9ba03ee5412bfd84cabf81ac Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Fri, 21 Jun 2024 02:08:02 +0530
Subject: [PATCH 05/44] Do not require OpenAI to generate image as local chat +
 sd3 works now

Previously the text_to_image helper would only trigger the image
generation flow if OpenAI client was setup. This is not required
anymore as offline chat model + sd3 API works. So remove that check
---
 src/khoj/routers/helpers.py | 160 +++++++++++++++++++-----------------
 1 file changed, 83 insertions(+), 77 deletions(-)

diff --git a/src/khoj/routers/helpers.py b/src/khoj/routers/helpers.py
index 976caef1..79bb2365 100644
--- a/src/khoj/routers/helpers.py
+++ b/src/khoj/routers/helpers.py
@@ -768,88 +768,94 @@ async def text_to_image(
         status_code = 501
         message = "Failed to generate image. Setup image generation on the server."
         return image_url or image, status_code, message, intent_type.value
-    elif state.openai_client:
-        logger.info("Generating image with OpenAI")
-        text2image_model = text_to_image_config.model_name
-        chat_history = ""
-        for chat in conversation_log.get("chat", [])[-4:]:
-            if chat["by"] == "khoj" and chat["intent"].get("type") in ["remember", "reminder"]:
-                chat_history += f"Q: {chat['intent']['query']}\n"
-                chat_history += f"A: {chat['message']}\n"
-            elif chat["by"] == "khoj" and "text-to-image" in chat["intent"].get("type"):
-                chat_history += f"Q: Query: {chat['intent']['query']}\n"
-                chat_history += f"A: Improved Query: {chat['intent']['inferred-queries'][0]}\n"
-        try:
-            with timer("Improve the original user query", logger):
-                if send_status_func:
-                    await send_status_func("**✍🏽 Enhancing the Painting Prompt**")
-                improved_image_prompt = await generate_better_image_prompt(
-                    message,
-                    chat_history,
-                    location_data=location_data,
-                    note_references=references,
-                    online_results=online_results,
-                    model_type=text_to_image_config.model_type,
+
+    text2image_model = text_to_image_config.model_name
+    chat_history = ""
+    for chat in conversation_log.get("chat", [])[-4:]:
+        if chat["by"] == "khoj" and chat["intent"].get("type") in ["remember", "reminder"]:
+            chat_history += f"Q: {chat['intent']['query']}\n"
+            chat_history += f"A: {chat['message']}\n"
+        elif chat["by"] == "khoj" and "text-to-image" in chat["intent"].get("type"):
+            chat_history += f"Q: Query: {chat['intent']['query']}\n"
+            chat_history += f"A: Improved Query: {chat['intent']['inferred-queries'][0]}\n"
+
+    with timer("Improve the original user query", logger):
+        if send_status_func:
+            await send_status_func("**✍🏽 Enhancing the Painting Prompt**")
+        improved_image_prompt = await generate_better_image_prompt(
+            message,
+            chat_history,
+            location_data=location_data,
+            note_references=references,
+            online_results=online_results,
+            model_type=text_to_image_config.model_type,
+        )
+
+    if send_status_func:
+        await send_status_func(f"**🖼️ Painting using Enhanced Prompt**:\n{improved_image_prompt}")
+
+    if text_to_image_config.model_type == TextToImageModelConfig.ModelType.OPENAI:
+        with timer("Generate image with OpenAI", logger):
+            try:
+                response = state.openai_client.images.generate(
+                    prompt=improved_image_prompt, model=text2image_model, response_format="b64_json"
                 )
-            if send_status_func:
-                await send_status_func(f"**🖼️ Painting using Enhanced Prompt**:\n{improved_image_prompt}")
+                image = response.data[0].b64_json
+                decoded_image = base64.b64decode(image)
+            except openai.OpenAIError or openai.BadRequestError or openai.APIConnectionError as e:
+                if "content_policy_violation" in e.message:
+                    logger.error(f"Image Generation blocked by OpenAI: {e}")
+                    status_code = e.status_code  # type: ignore
+                    message = f"Image generation blocked by OpenAI: {e.message}"  # type: ignore
+                    return image_url or image, status_code, message, intent_type.value
+                else:
+                    logger.error(f"Image Generation failed with {e}", exc_info=True)
+                    message = f"Image generation failed with OpenAI error: {e.message}"  # type: ignore
+                    status_code = e.status_code  # type: ignore
+                    return image_url or image, status_code, message, intent_type.value
 
-            if text_to_image_config.model_type == TextToImageModelConfig.ModelType.OPENAI:
-                with timer("Generate image with OpenAI", logger):
-                    response = state.openai_client.images.generate(
-                        prompt=improved_image_prompt, model=text2image_model, response_format="b64_json"
-                    )
-                    image = response.data[0].b64_json
-                    decoded_image = base64.b64decode(image)
-
-            elif text_to_image_config.model_type == TextToImageModelConfig.ModelType.STABILITYAI:
-                with timer("Generate image with Stability AI", logger):
-                    response = requests.post(
-                        f"https://api.stability.ai/v2beta/stable-image/generate/sd3",
-                        headers={"authorization": f"Bearer {text_to_image_config.api_key}", "accept": "image/*"},
-                        files={"none": ""},
-                        data={
-                            "prompt": improved_image_prompt,
-                            "model": text2image_model,
-                            "mode": "text-to-image",
-                            "output_format": "png",
-                            "seed": 1032622926,
-                            "aspect_ratio": "1:1",
-                        },
-                    )
-                    decoded_image = response.content
-
-            with timer("Convert image to webp", logger):
-                # Convert png to webp for faster loading
-                image_io = io.BytesIO(decoded_image)
-                png_image = Image.open(image_io)
-                webp_image_io = io.BytesIO()
-                png_image.save(webp_image_io, "WEBP")
-                webp_image_bytes = webp_image_io.getvalue()
-                webp_image_io.close()
-                image_io.close()
-
-            with timer("Upload image to S3", logger):
-                image_url = upload_image(webp_image_bytes, user.uuid)
-            if image_url:
-                intent_type = ImageIntentType.TEXT_TO_IMAGE2
-            else:
-                intent_type = ImageIntentType.TEXT_TO_IMAGE_V3
-                image = base64.b64encode(webp_image_bytes).decode("utf-8")
-
-            return image_url or image, status_code, improved_image_prompt, intent_type.value
-        except openai.OpenAIError or openai.BadRequestError or openai.APIConnectionError as e:
-            if "content_policy_violation" in e.message:
-                logger.error(f"Image Generation blocked by OpenAI: {e}")
-                status_code = e.status_code  # type: ignore
-                message = f"Image generation blocked by OpenAI: {e.message}"  # type: ignore
-                return image_url or image, status_code, message, intent_type.value
-            else:
+    elif text_to_image_config.model_type == TextToImageModelConfig.ModelType.STABILITYAI:
+        with timer("Generate image with Stability AI", logger):
+            try:
+                response = requests.post(
+                    f"https://api.stability.ai/v2beta/stable-image/generate/sd3",
+                    headers={"authorization": f"Bearer {text_to_image_config.api_key}", "accept": "image/*"},
+                    files={"none": ""},
+                    data={
+                        "prompt": improved_image_prompt,
+                        "model": text2image_model,
+                        "mode": "text-to-image",
+                        "output_format": "png",
+                        "seed": 1032622926,
+                        "aspect_ratio": "1:1",
+                    },
+                )
+                decoded_image = response.content
+            except requests.RequestException as e:
                 logger.error(f"Image Generation failed with {e}", exc_info=True)
-                message = f"Image generation failed with OpenAI error: {e.message}"  # type: ignore
+                message = f"Image generation failed with Stability AI error: {e}"
                 status_code = e.status_code  # type: ignore
                 return image_url or image, status_code, message, intent_type.value
-    return image_url or image, status_code, response, intent_type.value
+
+    with timer("Convert image to webp", logger):
+        # Convert png to webp for faster loading
+        image_io = io.BytesIO(decoded_image)
+        png_image = Image.open(image_io)
+        webp_image_io = io.BytesIO()
+        png_image.save(webp_image_io, "WEBP")
+        webp_image_bytes = webp_image_io.getvalue()
+        webp_image_io.close()
+        image_io.close()
+
+    with timer("Upload image to S3", logger):
+        image_url = upload_image(webp_image_bytes, user.uuid)
+    if image_url:
+        intent_type = ImageIntentType.TEXT_TO_IMAGE2
+    else:
+        intent_type = ImageIntentType.TEXT_TO_IMAGE_V3
+        image = base64.b64encode(webp_image_bytes).decode("utf-8")
+
+    return image_url or image, status_code, improved_image_prompt, intent_type.value
 
 
 class ApiUserRateLimiter:

From c793d8a69ed7c9a1453214ed72d7d5e25332475c Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Wed, 26 Jun 2024 09:51:06 +0530
Subject: [PATCH 06/44] Add Validation logic to save PaintModel. Use API key
 from Paint Model

Rename Paint Model, Adapters to TextToImage for consistency
---
 src/khoj/database/adapters/__init__.py        | 16 ++++++-----
 ...exttoimagemodelconfig_api_key_and_more.py} | 17 +++++++++--
 src/khoj/database/models/__init__.py          | 28 ++++++++++++++++++-
 src/khoj/routers/api_config.py                |  2 +-
 src/khoj/routers/helpers.py                   | 14 ++++++++--
 src/khoj/routers/web_client.py                |  2 +-
 6 files changed, 64 insertions(+), 15 deletions(-)
 rename src/khoj/database/migrations/{0048_texttoimagemodelconfig_api_key_and_more.py => 0049_texttoimagemodelconfig_api_key_and_more.py} (73%)

diff --git a/src/khoj/database/adapters/__init__.py b/src/khoj/database/adapters/__init__.py
index f00fe179..1e43887a 100644
--- a/src/khoj/database/adapters/__init__.py
+++ b/src/khoj/database/adapters/__init__.py
@@ -45,9 +45,9 @@ from khoj.database.models import (
     Subscription,
     TextToImageModelConfig,
     UserConversationConfig,
-    UserPaintModelConfig,
     UserRequests,
     UserSearchModelConfig,
+    UserTextToImageModelConfig,
     UserVoiceModelConfig,
     VoiceModelOption,
 )
@@ -897,25 +897,27 @@ class ConversationAdapters:
         return TextToImageModelConfig.objects.all()
 
     @staticmethod
-    def get_user_paint_model_config(user: KhojUser):
-        config = UserPaintModelConfig.objects.filter(user=user).first()
+    def get_user_text_to_image_model_config(user: KhojUser):
+        config = UserTextToImageModelConfig.objects.filter(user=user).first()
         if not config:
             return None
         return config.setting
 
     @staticmethod
-    async def aget_user_paint_model(user: KhojUser):
-        config = await UserPaintModelConfig.objects.filter(user=user).prefetch_related("setting").afirst()
+    async def aget_user_text_to_image_model(user: KhojUser):
+        config = await UserTextToImageModelConfig.objects.filter(user=user).prefetch_related("setting").afirst()
         if not config:
             return None
         return config.setting
 
     @staticmethod
-    async def aset_user_paint_model(user: KhojUser, text_to_image_model_config_id: int):
+    async def aset_user_text_to_image_model(user: KhojUser, text_to_image_model_config_id: int):
         config = await TextToImageModelConfig.objects.filter(id=text_to_image_model_config_id).afirst()
         if not config:
             return None
-        new_config, _ = await UserPaintModelConfig.objects.aupdate_or_create(user=user, defaults={"setting": config})
+        new_config, _ = await UserTextToImageModelConfig.objects.aupdate_or_create(
+            user=user, defaults={"setting": config}
+        )
         return new_config
 
 
diff --git a/src/khoj/database/migrations/0048_texttoimagemodelconfig_api_key_and_more.py b/src/khoj/database/migrations/0049_texttoimagemodelconfig_api_key_and_more.py
similarity index 73%
rename from src/khoj/database/migrations/0048_texttoimagemodelconfig_api_key_and_more.py
rename to src/khoj/database/migrations/0049_texttoimagemodelconfig_api_key_and_more.py
index d5d3e972..c7ff9e81 100644
--- a/src/khoj/database/migrations/0048_texttoimagemodelconfig_api_key_and_more.py
+++ b/src/khoj/database/migrations/0049_texttoimagemodelconfig_api_key_and_more.py
@@ -1,4 +1,4 @@
-# Generated by Django 4.2.11 on 2024-06-20 19:48
+# Generated by Django 4.2.11 on 2024-06-26 03:27
 
 import django.db.models.deletion
 from django.conf import settings
@@ -7,7 +7,7 @@ from django.db import migrations, models
 
 class Migration(migrations.Migration):
     dependencies = [
-        ("database", "0047_alter_entry_file_type"),
+        ("database", "0048_voicemodeloption_uservoicemodelconfig"),
     ]
 
     operations = [
@@ -16,6 +16,17 @@ class Migration(migrations.Migration):
             name="api_key",
             field=models.CharField(blank=True, default=None, max_length=200, null=True),
         ),
+        migrations.AddField(
+            model_name="texttoimagemodelconfig",
+            name="openai_config",
+            field=models.ForeignKey(
+                blank=True,
+                default=None,
+                null=True,
+                on_delete=django.db.models.deletion.CASCADE,
+                to="database.openaiprocessorconversationconfig",
+            ),
+        ),
         migrations.AlterField(
             model_name="texttoimagemodelconfig",
             name="model_type",
@@ -24,7 +35,7 @@ class Migration(migrations.Migration):
             ),
         ),
         migrations.CreateModel(
-            name="UserPaintModelConfig",
+            name="UserTextToImageModelConfig",
             fields=[
                 ("id", models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name="ID")),
                 ("created_at", models.DateTimeField(auto_now_add=True)),
diff --git a/src/khoj/database/models/__init__.py b/src/khoj/database/models/__init__.py
index 6da7c928..80fd3b7b 100644
--- a/src/khoj/database/models/__init__.py
+++ b/src/khoj/database/models/__init__.py
@@ -239,6 +239,32 @@ class TextToImageModelConfig(BaseModel):
     model_name = models.CharField(max_length=200, default="dall-e-3")
     model_type = models.CharField(max_length=200, choices=ModelType.choices, default=ModelType.OPENAI)
     api_key = models.CharField(max_length=200, default=None, null=True, blank=True)
+    openai_config = models.ForeignKey(
+        OpenAIProcessorConversationConfig, on_delete=models.CASCADE, default=None, null=True, blank=True
+    )
+
+    def clean(self):
+        # Custom validation logic
+        error = {}
+        if self.model_type == self.ModelType.OPENAI:
+            if self.api_key and self.openai_config:
+                error[
+                    "api_key"
+                ] = "Both API key and OpenAI config cannot be set for OpenAI models. Please set only one of them."
+                error[
+                    "openai_config"
+                ] = "Both API key and OpenAI config cannot be set for OpenAI models. Please set only one of them."
+        if self.model_type != self.ModelType.OPENAI:
+            if not self.api_key:
+                error["api_key"] = "The API key field must be set for non OpenAI models."
+            if self.openai_config:
+                error["openai_config"] = "OpenAI config cannot be set for non OpenAI models."
+        if error:
+            raise ValidationError(error)
+
+    def save(self, *args, **kwargs):
+        self.clean()
+        super().save(*args, **kwargs)
 
 
 class SpeechToTextModelOptions(BaseModel):
@@ -265,7 +291,7 @@ class UserSearchModelConfig(BaseModel):
     setting = models.ForeignKey(SearchModelConfig, on_delete=models.CASCADE)
 
 
-class UserPaintModelConfig(BaseModel):
+class UserTextToImageModelConfig(BaseModel):
     user = models.OneToOneField(KhojUser, on_delete=models.CASCADE)
     setting = models.ForeignKey(TextToImageModelConfig, on_delete=models.CASCADE)
 
diff --git a/src/khoj/routers/api_config.py b/src/khoj/routers/api_config.py
index f25ecacd..65faf09c 100644
--- a/src/khoj/routers/api_config.py
+++ b/src/khoj/routers/api_config.py
@@ -328,7 +328,7 @@ async def update_paint_model(
     if not subscribed:
         raise HTTPException(status_code=403, detail="User is not subscribed to premium")
 
-    new_config = await ConversationAdapters.aset_user_paint_model(user, int(id))
+    new_config = await ConversationAdapters.aset_user_text_to_image_model(user, int(id))
 
     update_telemetry_state(
         request=request,
diff --git a/src/khoj/routers/helpers.py b/src/khoj/routers/helpers.py
index 79bb2365..835bb8c1 100644
--- a/src/khoj/routers/helpers.py
+++ b/src/khoj/routers/helpers.py
@@ -762,7 +762,7 @@ async def text_to_image(
     image_url = None
     intent_type = ImageIntentType.TEXT_TO_IMAGE_V3
 
-    text_to_image_config = await ConversationAdapters.aget_user_paint_model(user)
+    text_to_image_config = await ConversationAdapters.aget_user_text_to_image_model(user)
     if not text_to_image_config:
         # If the user has not configured a text to image model, return an unsupported on server error
         status_code = 501
@@ -796,9 +796,19 @@ async def text_to_image(
 
     if text_to_image_config.model_type == TextToImageModelConfig.ModelType.OPENAI:
         with timer("Generate image with OpenAI", logger):
+            if text_to_image_config.api_key:
+                api_key = text_to_image_config.api_key
+            elif text_to_image_config.openai_config:
+                api_key = text_to_image_config.openai_config.api_key
+            elif state.openai_client:
+                api_key = state.openai_client.api_key
+            auth_header = {"Authorization": f"Bearer {api_key}"} if api_key else {}
             try:
                 response = state.openai_client.images.generate(
-                    prompt=improved_image_prompt, model=text2image_model, response_format="b64_json"
+                    prompt=improved_image_prompt,
+                    model=text2image_model,
+                    response_format="b64_json",
+                    extra_headers=auth_header,
                 )
                 image = response.data[0].b64_json
                 decoded_image = base64.b64decode(image)
diff --git a/src/khoj/routers/web_client.py b/src/khoj/routers/web_client.py
index 87075b49..dc52a41a 100644
--- a/src/khoj/routers/web_client.py
+++ b/src/khoj/routers/web_client.py
@@ -262,7 +262,7 @@ def config_page(request: Request):
 
     current_search_model_option = adapters.get_user_search_model_or_default(user)
 
-    selected_paint_model_config = ConversationAdapters.get_user_paint_model_config(user)
+    selected_paint_model_config = ConversationAdapters.get_user_text_to_image_model_config(user)
     paint_model_options = ConversationAdapters.get_text_to_image_model_options().all()
     all_paint_model_options = list()
     for paint_model in paint_model_options:

From afbeee9e82fbed74562e829423f320c810394553 Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Wed, 26 Jun 2024 15:25:27 +0530
Subject: [PATCH 07/44] Rename copy-button to more general chat-action-button
 in Obsidian client

- Use 4 space indent of activateView function in pane_view component
---
 src/interface/obsidian/src/chat_view.ts |  4 ++--
 src/interface/obsidian/src/main.ts      | 14 +++++++-------
 src/interface/obsidian/src/pane_view.ts | 14 +++++++-------
 src/interface/obsidian/styles.css       | 14 +++++++-------
 4 files changed, 23 insertions(+), 23 deletions(-)

diff --git a/src/interface/obsidian/src/chat_view.ts b/src/interface/obsidian/src/chat_view.ts
index 4a4bf0ae..e4e9fd8d 100644
--- a/src/interface/obsidian/src/chat_view.ts
+++ b/src/interface/obsidian/src/chat_view.ts
@@ -461,7 +461,7 @@ export class KhojChatView extends KhojPaneView {
 
     renderActionButtons(message: string, chat_message_body_text_el: HTMLElement) {
         let copyButton = this.contentEl.createEl('button');
-        copyButton.classList.add("copy-button");
+        copyButton.classList.add("chat-action-button");
         copyButton.title = "Copy Message to Clipboard";
         setIcon(copyButton, "copy-plus");
         copyButton.addEventListener('click', createCopyParentText(message));
@@ -469,7 +469,7 @@ export class KhojChatView extends KhojPaneView {
 
         // Add button to paste into current buffer
         let pasteToFile = this.contentEl.createEl('button');
-        pasteToFile.classList.add("copy-button");
+        pasteToFile.classList.add("chat-action-button");
         pasteToFile.title = "Paste Message to File";
         setIcon(pasteToFile, "clipboard-paste");
         pasteToFile.addEventListener('click', (event) => { pasteTextAtCursor(createCopyParentText(message, 'clipboard-paste')(event)); });
diff --git a/src/interface/obsidian/src/main.ts b/src/interface/obsidian/src/main.ts
index a97c1466..d7178f78 100644
--- a/src/interface/obsidian/src/main.ts
+++ b/src/interface/obsidian/src/main.ts
@@ -79,16 +79,16 @@ export default class Khoj extends Plugin {
         const leaves = workspace.getLeavesOfType(viewType);
 
         if (leaves.length > 0) {
-          // A leaf with our view already exists, use that
-          leaf = leaves[0];
+            // A leaf with our view already exists, use that
+            leaf = leaves[0];
         } else {
-          // Our view could not be found in the workspace, create a new leaf
-          // in the right sidebar for it
-          leaf = workspace.getRightLeaf(false);
-          await leaf?.setViewState({ type: viewType, active: true });
+            // Our view could not be found in the workspace, create a new leaf
+            // in the right sidebar for it
+            leaf = workspace.getRightLeaf(false);
+            await leaf?.setViewState({ type: viewType, active: true });
         }
 
         // "Reveal" the leaf in case it is in a collapsed sidebar
         if (leaf) workspace.revealLeaf(leaf);
-      }
+    }
 }
diff --git a/src/interface/obsidian/src/pane_view.ts b/src/interface/obsidian/src/pane_view.ts
index 3912ce4d..74afacab 100644
--- a/src/interface/obsidian/src/pane_view.ts
+++ b/src/interface/obsidian/src/pane_view.ts
@@ -38,16 +38,16 @@ export abstract class KhojPaneView extends ItemView {
         const leaves = workspace.getLeavesOfType(viewType);
 
         if (leaves.length > 0) {
-          // A leaf with our view already exists, use that
-          leaf = leaves[0];
+            // A leaf with our view already exists, use that
+            leaf = leaves[0];
         } else {
-          // Our view could not be found in the workspace, create a new leaf
-          // in the right sidebar for it
-          leaf = workspace.getRightLeaf(false);
-          await leaf?.setViewState({ type: viewType, active: true });
+            // Our view could not be found in the workspace, create a new leaf
+            // in the right sidebar for it
+            leaf = workspace.getRightLeaf(false);
+            await leaf?.setViewState({ type: viewType, active: true });
         }
 
         // "Reveal" the leaf in case it is in a collapsed sidebar
         if (leaf) workspace.revealLeaf(leaf);
-      }
+    }
 }
diff --git a/src/interface/obsidian/styles.css b/src/interface/obsidian/styles.css
index a79e0116..cc0bfb30 100644
--- a/src/interface/obsidian/styles.css
+++ b/src/interface/obsidian/styles.css
@@ -477,7 +477,7 @@ span.khoj-nav-item-text {
 }
 
 /* Copy button */
-button.copy-button {
+button.chat-action-button {
     display: block;
     border-radius: 4px;
     color: var(--text-muted);
@@ -491,22 +491,22 @@ button.copy-button {
     margin-top: 8px;
     float: right;
 }
-button.copy-button span {
+button.chat-action-button span {
     cursor: pointer;
     display: inline-block;
     position: relative;
     transition: 0.5s;
 }
+button.chat-action-button:hover {
+    background-color: var(--background-modifier-active-hover);
+    color: var(--text-normal);
+}
+
 img.copy-icon {
     width: 16px;
     height: 16px;
 }
 
-button.copy-button:hover {
-    background-color: var(--background-modifier-active-hover);
-    color: var(--text-normal);
-}
-
 /* Loading Spinner */
 .lds-ellipsis {
     display: inline-block;

From 093e276908071a71fc0d1b86ea1da52176fd803f Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Wed, 26 Jun 2024 15:29:09 +0530
Subject: [PATCH 08/44] Enable Voice chat in Khoj Obsidian plugin

- Automatically carry out voice chats with Khoj from within Obsidian
  When send voice message, Khoj will auto respond with voice as well
- Listen to past Khoj messages as speech
- Add circular loading spinner to use while message is being converted
  to speech
---
 src/interface/obsidian/src/chat_view.ts | 95 ++++++++++++++++++++++---
 src/interface/obsidian/styles.css       | 34 +++++++++
 2 files changed, 119 insertions(+), 10 deletions(-)

diff --git a/src/interface/obsidian/src/chat_view.ts b/src/interface/obsidian/src/chat_view.ts
index e4e9fd8d..8e0d4d6d 100644
--- a/src/interface/obsidian/src/chat_view.ts
+++ b/src/interface/obsidian/src/chat_view.ts
@@ -61,7 +61,7 @@ export class KhojChatView extends KhojPaneView {
         return "message-circle";
     }
 
-    async chat() {
+    async chat(isVoice: boolean = false) {
 
         // Get text in chat input element
         let input_el = <HTMLTextAreaElement>this.contentEl.getElementsByClassName("khoj-chat-input")[0];
@@ -72,7 +72,7 @@ export class KhojChatView extends KhojPaneView {
         this.autoResize();
 
         // Get and render chat response to user message
-        await this.getChatResponse(user_message);
+        await this.getChatResponse(user_message, isVoice);
     }
 
     async onOpen() {
@@ -294,6 +294,60 @@ export class KhojChatView extends KhojPaneView {
         return referenceButton;
     }
 
+    textToSpeech(message: string, event: MouseEvent | null = null): void {
+        // Replace the speaker with a loading icon.
+        let loader = document.createElement("span");
+        loader.classList.add("loader");
+
+        let speechButton: HTMLButtonElement;
+        let speechIcon: Element;
+
+        if (event === null) {
+            // Pick the last speech button if none is provided
+            let speechButtons = document.getElementsByClassName("speech-button");
+            speechButton = speechButtons[speechButtons.length - 1] as HTMLButtonElement;
+
+            let speechIcons = document.getElementsByClassName("speech-icon");
+            speechIcon = speechIcons[speechIcons.length - 1];
+        } else {
+            speechButton = event.currentTarget as HTMLButtonElement;
+            speechIcon = event.target as Element;
+        }
+
+        speechButton.innerHTML = "";
+        speechButton.appendChild(loader);
+        speechButton.disabled = true;
+
+        const context = new AudioContext();
+        let textToSpeechApi = `${this.setting.khojUrl}/api/chat/speech?text=${encodeURIComponent(message)}`;
+        fetch(textToSpeechApi, {
+            method: 'POST',
+            headers: {
+                'Content-Type': 'application/json',
+                "Authorization": `Bearer ${this.setting.khojApiKey}`,
+            },
+        })
+        .then(response => response.arrayBuffer())
+        .then(arrayBuffer => context.decodeAudioData(arrayBuffer))
+        .then(audioBuffer => {
+            const source = context.createBufferSource();
+            source.buffer = audioBuffer;
+            source.connect(context.destination);
+            source.start(0);
+            source.onended = function() {
+                speechButton.innerHTML = "";
+                speechButton.appendChild(speechIcon);
+                speechButton.disabled = false;
+            };
+        })
+        .catch(err => {
+            console.error("Error playing speech:", err);
+            speechButton.innerHTML = "";
+            speechButton.appendChild(speechIcon);
+            speechButton.disabled = false; // Consider enabling the button again to allow retrying
+        });
+    }
+
     formatHTMLMessage(message: string, raw = false, willReplace = true) {
         // Remove any text between <s>[INST] and </s> tags. These are spurious instructions for some AI chat model.
         message = message.replace(/<s>\[INST\].+(<\/s>)?/g, '');
@@ -465,7 +519,6 @@ export class KhojChatView extends KhojPaneView {
         copyButton.title = "Copy Message to Clipboard";
         setIcon(copyButton, "copy-plus");
         copyButton.addEventListener('click', createCopyParentText(message));
-        chat_message_body_text_el.append(copyButton);
 
         // Add button to paste into current buffer
         let pasteToFile = this.contentEl.createEl('button');
@@ -473,7 +526,25 @@ export class KhojChatView extends KhojPaneView {
         pasteToFile.title = "Paste Message to File";
         setIcon(pasteToFile, "clipboard-paste");
         pasteToFile.addEventListener('click', (event) => { pasteTextAtCursor(createCopyParentText(message, 'clipboard-paste')(event)); });
-        chat_message_body_text_el.append(pasteToFile);
+
+        // Only enable the speech feature if the user is subscribed
+        let speechButton = null;
+
+        if (this.setting.userInfo?.is_active) {
+            // Create a speech button icon to play the message out loud
+            speechButton = this.contentEl.createEl('button');
+            speechButton.classList.add("chat-action-button", "speech-button");
+            speechButton.title = "Listen to Message";
+            setIcon(speechButton, "speech")
+            speechButton.addEventListener('click', (event) => this.textToSpeech(message, event));
+        }
+
+        // Append buttons to parent element
+        chat_message_body_text_el.append(copyButton, pasteToFile);
+
+        if (speechButton) {
+            chat_message_body_text_el.append(speechButton);
+        }
     }
 
     formatDate(date: Date): string {
@@ -727,7 +798,7 @@ export class KhojChatView extends KhojPaneView {
         return true;
     }
 
-    async readChatStream(response: Response, responseElement: HTMLDivElement): Promise<void> {
+    async readChatStream(response: Response, responseElement: HTMLDivElement, isVoice: boolean = false): Promise<void> {
         // Exit if response body is empty
         if (response.body == null) return;
 
@@ -737,8 +808,12 @@ export class KhojChatView extends KhojPaneView {
         while (true) {
             const { value, done } = await reader.read();
 
-            // Break if the stream is done
-            if (done) break;
+            if (done) {
+                // Automatically respond with voice if the subscribed user has sent voice message
+                if (isVoice && this.setting.userInfo?.is_active) this.textToSpeech(this.result);
+                // Break if the stream is done
+                break;
+            }
 
             let responseText = decoder.decode(value);
             if (responseText.includes("### compiled references:")) {
@@ -756,7 +831,7 @@ export class KhojChatView extends KhojPaneView {
         }
     }
 
-    async getChatResponse(query: string | undefined | null): Promise<void> {
+    async getChatResponse(query: string | undefined | null, isVoice: boolean = false): Promise<void> {
         // Exit if query is empty
         if (!query || query === "") return;
 
@@ -835,7 +910,7 @@ export class KhojChatView extends KhojPaneView {
                 }
             } else {
                 // Stream and render chat response
-                await this.readChatStream(response, responseElement);
+                await this.readChatStream(response, responseElement, isVoice);
             }
         } catch (err) {
             console.log(`Khoj chat response failed with\n${err}`);
@@ -947,7 +1022,7 @@ export class KhojChatView extends KhojPaneView {
                 sendImg.addEventListener('click', async (_) => { await this.chat() });
 
                 // Send message
-                this.chat();
+                this.chat(true);
             }, 3000);
         };
 
diff --git a/src/interface/obsidian/styles.css b/src/interface/obsidian/styles.css
index cc0bfb30..8e3d2c6b 100644
--- a/src/interface/obsidian/styles.css
+++ b/src/interface/obsidian/styles.css
@@ -507,6 +507,40 @@ img.copy-icon {
     height: 16px;
 }
 
+/* Circular Loading Spinner */
+.loader {
+    width: 18px;
+    height: 18px;
+    border: 3px solid #FFF;
+    border-radius: 50%;
+    display: inline-block;
+    position: relative;
+    box-sizing: border-box;
+    animation: rotation 1s linear infinite;
+}
+.loader::after {
+    content: '';
+    box-sizing: border-box;
+    position: absolute;
+    left: 50%;
+    top: 50%;
+    transform: translate(-50%, -50%);
+    width: 18px;
+    height: 18px;
+    border-radius: 50%;
+    border: 3px solid transparent;
+    border-bottom-color: var(--flower);
+}
+
+@keyframes rotation {
+    0% {
+        transform: rotate(0deg);
+    }
+    100% {
+        transform: rotate(360deg);
+    }
+}
+
 /* Loading Spinner */
 .lds-ellipsis {
     display: inline-block;

From fbb95ca342803352c7db0f98b7934df86f99092d Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Wed, 26 Jun 2024 18:10:43 +0530
Subject: [PATCH 09/44] Put cursor on chat input when focus on chat view in
 Obsidian

This should improve fluidity of keyboard interactions with Khoj on
Obsidian.

Open Khoj chat view via keybinding or command pallete and ask
question using only the keyboard, with no mouse clicks required
---
 src/interface/obsidian/src/main.ts      | 13 +++++++++++--
 src/interface/obsidian/src/pane_view.ts | 12 ++++++++++--
 2 files changed, 21 insertions(+), 4 deletions(-)

diff --git a/src/interface/obsidian/src/main.ts b/src/interface/obsidian/src/main.ts
index d7178f78..e0e09c24 100644
--- a/src/interface/obsidian/src/main.ts
+++ b/src/interface/obsidian/src/main.ts
@@ -88,7 +88,16 @@ export default class Khoj extends Plugin {
             await leaf?.setViewState({ type: viewType, active: true });
         }
 
-        // "Reveal" the leaf in case it is in a collapsed sidebar
-        if (leaf) workspace.revealLeaf(leaf);
+        if (leaf) {
+            if (viewType === KhojView.CHAT) {
+                // focus on the chat input when the chat view is opened
+                let chatView = leaf.view as KhojChatView;
+                let chatInput = <HTMLTextAreaElement>chatView.contentEl.getElementsByClassName("khoj-chat-input")[0];
+                if (chatInput) chatInput.focus();
+            }
+
+            // "Reveal" the leaf in case it is in a collapsed sidebar
+            workspace.revealLeaf(leaf);
+        }
     }
 }
diff --git a/src/interface/obsidian/src/pane_view.ts b/src/interface/obsidian/src/pane_view.ts
index 74afacab..64a167dd 100644
--- a/src/interface/obsidian/src/pane_view.ts
+++ b/src/interface/obsidian/src/pane_view.ts
@@ -47,7 +47,15 @@ export abstract class KhojPaneView extends ItemView {
             await leaf?.setViewState({ type: viewType, active: true });
         }
 
-        // "Reveal" the leaf in case it is in a collapsed sidebar
-        if (leaf) workspace.revealLeaf(leaf);
+        if (leaf) {
+            if (viewType === KhojView.CHAT) {
+                // focus on the chat input when the chat view is opened
+                let chatInput = <HTMLTextAreaElement>this.contentEl.getElementsByClassName("khoj-chat-input")[0];
+                if (chatInput) chatInput.focus();
+            }
+
+            // "Reveal" the leaf in case it is in a collapsed sidebar
+            workspace.revealLeaf(leaf);
+        }
     }
 }

From 37239045127661d49d89bccd13e92931d1d78aa4 Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Thu, 27 Jun 2024 08:40:24 +0530
Subject: [PATCH 10/44] Toggle jump between Khoj side pane & previous editor
 via cmd, kbd shortcut

Improve quick navigation to, from Khoj side pane using Keyboard
shortcut or Obsidian command
---
 src/interface/obsidian/src/main.ts  | 24 +++++++++++++++---------
 src/interface/obsidian/src/utils.ts |  6 ++++++
 2 files changed, 21 insertions(+), 9 deletions(-)

diff --git a/src/interface/obsidian/src/main.ts b/src/interface/obsidian/src/main.ts
index e0e09c24..bf7cad54 100644
--- a/src/interface/obsidian/src/main.ts
+++ b/src/interface/obsidian/src/main.ts
@@ -2,7 +2,8 @@ import { Plugin, WorkspaceLeaf } from 'obsidian';
 import { KhojSetting, KhojSettingTab, DEFAULT_SETTINGS } from 'src/settings'
 import { KhojSearchModal } from 'src/search_modal'
 import { KhojChatView } from 'src/chat_view'
-import { updateContentIndex, canConnectToBackend, KhojView } from './utils';
+import { updateContentIndex, canConnectToBackend, KhojView, jumpToPreviousView } from './utils';
+import { KhojPaneView } from './pane_view';
 
 
 export default class Khoj extends Plugin {
@@ -89,15 +90,20 @@ export default class Khoj extends Plugin {
         }
 
         if (leaf) {
-            if (viewType === KhojView.CHAT) {
-                // focus on the chat input when the chat view is opened
-                let chatView = leaf.view as KhojChatView;
-                let chatInput = <HTMLTextAreaElement>chatView.contentEl.getElementsByClassName("khoj-chat-input")[0];
-                if (chatInput) chatInput.focus();
-            }
+            const activeKhojLeaf = workspace.getActiveViewOfType(KhojPaneView)?.leaf;
+            // Jump to the previous view if the current view is Khoj Side Pane
+            if (activeKhojLeaf === leaf) jumpToPreviousView();
+            // Else Reveal the leaf in case it is in a collapsed sidebar
+            else {
+                workspace.revealLeaf(leaf);
 
-            // "Reveal" the leaf in case it is in a collapsed sidebar
-            workspace.revealLeaf(leaf);
+                if (viewType === KhojView.CHAT) {
+                    // focus on the chat input when the chat view is opened
+                    let chatView = leaf.view as KhojChatView;
+                    let chatInput = <HTMLTextAreaElement>chatView.contentEl.getElementsByClassName("khoj-chat-input")[0];
+                    if (chatInput) chatInput.focus();
+                }
+            }
         }
     }
 }
diff --git a/src/interface/obsidian/src/utils.ts b/src/interface/obsidian/src/utils.ts
index 5f3e5acb..4a969793 100644
--- a/src/interface/obsidian/src/utils.ts
+++ b/src/interface/obsidian/src/utils.ts
@@ -333,6 +333,12 @@ export function createCopyParentText(message: string, originalButton: string = '
     }
 }
 
+export function jumpToPreviousView() {
+    const editor: Editor = this.app.workspace.getActiveFileView()?.editor
+    if (!editor) return;
+    editor.focus();
+}
+
 export function pasteTextAtCursor(text: string | undefined) {
     // Get the current active file's editor
     const editor: Editor = this.app.workspace.getActiveFileView()?.editor

From cffc14a46abc68b132f7e9ff3ccdb1e71387db59 Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Mon, 1 Jul 2024 18:06:09 +0530
Subject: [PATCH 11/44] Trigger voice chat via keyboard shortcut in Khoj side
 pane

Quickly trigger voice chat from Khoj side pane using Keyboard shortcuts
---
 src/interface/obsidian/src/chat_view.ts | 8 ++++++--
 1 file changed, 6 insertions(+), 2 deletions(-)

diff --git a/src/interface/obsidian/src/chat_view.ts b/src/interface/obsidian/src/chat_view.ts
index 8e0d4d6d..ca0c95e8 100644
--- a/src/interface/obsidian/src/chat_view.ts
+++ b/src/interface/obsidian/src/chat_view.ts
@@ -1,4 +1,4 @@
-import { ItemView, MarkdownRenderer, WorkspaceLeaf, request, requestUrl, setIcon } from 'obsidian';
+import { ItemView, MarkdownRenderer, Scope, WorkspaceLeaf, request, requestUrl, setIcon } from 'obsidian';
 import * as DOMPurify from 'dompurify';
 import { KhojSetting } from 'src/settings';
 import { KhojPaneView } from 'src/pane_view';
@@ -28,6 +28,10 @@ export class KhojChatView extends KhojPaneView {
     constructor(leaf: WorkspaceLeaf, setting: KhojSetting) {
         super(leaf, setting);
 
+        // Register Modal Keybindings to send voice message
+        this.scope = new Scope(this.app.scope);
+        this.scope.register(["Mod"], 's', async (event) => { await this.speechToText(event); });
+
         this.waitingForLocation = true;
 
         fetch("https://ipapi.co/json")
@@ -958,7 +962,7 @@ export class KhojChatView extends KhojPaneView {
 
     sendMessageTimeout: NodeJS.Timeout | undefined;
     mediaRecorder: MediaRecorder | undefined;
-    async speechToText(event: MouseEvent | TouchEvent) {
+    async speechToText(event: MouseEvent | TouchEvent | KeyboardEvent) {
         event.preventDefault();
         const transcribeButton = <HTMLButtonElement>this.contentEl.getElementsByClassName("khoj-transcribe")[0];
         const chatInput = <HTMLTextAreaElement>this.contentEl.getElementsByClassName("khoj-chat-input")[0];

From 8eccd8a5e4321cf0602c4d5b77cf3cf3ecc550f1 Mon Sep 17 00:00:00 2001
From: Raghav Tirumale <62105787+MythicalCow@users.noreply.github.com>
Date: Mon, 1 Jul 2024 09:00:00 -0400
Subject: [PATCH 12/44] Support Indexing Images via OCR (#823)

- Added support for uploading .jpeg, .jpg, and .png files to Khoj from Web, Desktop app
- Updating indexer to generate raw text and entries using RapidOCR
- Details
  * added support for indexing images via ocr
  * fixed pyproject.toml
  * Update src/khoj/processor/content/images/image_to_entries.py
     Co-authored-by: Debanjum <debanjum@gmail.com>
  * Update src/khoj/processor/content/images/image_to_entries.py
     Co-authored-by: Debanjum <debanjum@gmail.com>
  * removed redudant try except blocks
  * updated desktop js file to support image formats
  * added tests for jpg and png
  * Fix processing for image to entries files
  * Update unit tests with working image indexer
  * Change png test from version verificaition to open-cv verification

---------

Co-authored-by: Debanjum <debanjum@gmail.com>
Co-authored-by: sabaimran <narmiabas@gmail.com>
---
 src/interface/desktop/main.js                 |   2 +-
 src/khoj/interface/web/chat.html              |  11 +-
 src/khoj/processor/content/images/__init__.py |   0
 .../content/images/image_to_entries.py        | 118 ++++++++++++++++++
 src/khoj/routers/indexer.py                   |  30 ++++-
 src/khoj/utils/helpers.py                     |   4 +-
 src/khoj/utils/rawconfig.py                   |   1 +
 tests/data/images/nasdaq.jpg                  | Bin 0 -> 1452374 bytes
 tests/data/images/testocr.png                 | Bin 0 -> 60339 bytes
 tests/test_image_to_entries.py                |  21 ++++
 10 files changed, 180 insertions(+), 7 deletions(-)
 create mode 100644 src/khoj/processor/content/images/__init__.py
 create mode 100644 src/khoj/processor/content/images/image_to_entries.py
 create mode 100644 tests/data/images/nasdaq.jpg
 create mode 100644 tests/data/images/testocr.png
 create mode 100644 tests/test_image_to_entries.py

diff --git a/src/interface/desktop/main.js b/src/interface/desktop/main.js
index 6ee8ff75..12d486e9 100644
--- a/src/interface/desktop/main.js
+++ b/src/interface/desktop/main.js
@@ -19,7 +19,7 @@ const textFileTypes = [
     'org', 'md', 'markdown', 'txt', 'html', 'xml',
     // Other valid text file extensions from https://google.github.io/magika/model/config.json
     'appleplist', 'asm', 'asp', 'batch', 'c', 'cs', 'css', 'csv', 'eml', 'go', 'html', 'ini', 'internetshortcut', 'java', 'javascript', 'json', 'latex', 'lisp', 'makefile', 'markdown', 'mht', 'mum', 'pem', 'perl', 'php', 'powershell', 'python', 'rdf', 'rst', 'rtf', 'ruby', 'rust', 'scala', 'shell', 'smali', 'sql', 'svg', 'symlinktext', 'txt', 'vba', 'winregistry', 'xml', 'yaml']
-const binaryFileTypes = ['pdf']
+const binaryFileTypes = ['pdf', 'jpg', 'jpeg', 'png']
 const validFileTypes = textFileTypes.concat(binaryFileTypes);
 
 const schema = {
diff --git a/src/khoj/interface/web/chat.html b/src/khoj/interface/web/chat.html
index 1ae4397f..cf7d1598 100644
--- a/src/khoj/interface/web/chat.html
+++ b/src/khoj/interface/web/chat.html
@@ -48,8 +48,8 @@ Get the Khoj [Desktop](https://khoj.dev/downloads), [Obsidian](https://docs.khoj
 
 To get started, just start typing below. You can also type / to see a list of commands.
 `.trim()
-        const allowedExtensions = ['text/org', 'text/markdown', 'text/plain', 'text/html', 'application/pdf', 'application/vnd.openxmlformats-officedocument.wordprocessingml.document'];
-        const allowedFileEndings = ['org', 'md', 'txt', 'html', 'pdf', 'docx'];
+        const allowedExtensions = ['text/org', 'text/markdown', 'text/plain', 'text/html', 'application/pdf', 'image/jpeg', 'image/png', 'application/vnd.openxmlformats-officedocument.wordprocessingml.document'];
+        const allowedFileEndings = ['org', 'md', 'txt', 'html', 'pdf', 'jpg', 'jpeg', 'png', 'docx'];
         let chatOptions = [];
         function createCopyParentText(message) {
             return function(event) {
@@ -974,7 +974,12 @@ To get started, just start typing below. You can also type / to see a list of co
                                 fileType = "text/html";
                             } else if (fileExtension === "pdf") {
                                 fileType = "application/pdf";
-                            } else {
+                            } else if (fileExtension === "jpg" || fileExtension === "jpeg"){
+                                fileType = "image/jpeg";
+                            } else if (fileExtension === "png") {
+                                fileType = "image/png";
+                            }
+                            else {
                                 // Skip this file if its type is not supported
                                 resolve();
                                 return;
diff --git a/src/khoj/processor/content/images/__init__.py b/src/khoj/processor/content/images/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/src/khoj/processor/content/images/image_to_entries.py b/src/khoj/processor/content/images/image_to_entries.py
new file mode 100644
index 00000000..20705a0f
--- /dev/null
+++ b/src/khoj/processor/content/images/image_to_entries.py
@@ -0,0 +1,118 @@
+import base64
+import logging
+import os
+from datetime import datetime
+from typing import Dict, List, Tuple
+
+from rapidocr_onnxruntime import RapidOCR
+
+from khoj.database.models import Entry as DbEntry
+from khoj.database.models import KhojUser
+from khoj.processor.content.text_to_entries import TextToEntries
+from khoj.utils.helpers import timer
+from khoj.utils.rawconfig import Entry
+
+logger = logging.getLogger(__name__)
+
+
+class ImageToEntries(TextToEntries):
+    def __init__(self):
+        super().__init__()
+
+    # Define Functions
+    def process(
+        self, files: dict[str, str] = None, full_corpus: bool = True, user: KhojUser = None, regenerate: bool = False
+    ) -> Tuple[int, int]:
+        # Extract required fields from config
+        if not full_corpus:
+            deletion_file_names = set([file for file in files if files[file] == b""])
+            files_to_process = set(files) - deletion_file_names
+            files = {file: files[file] for file in files_to_process}
+        else:
+            deletion_file_names = None
+
+        # Extract Entries from specified image files
+        with timer("Extract entries from specified Image files", logger):
+            file_to_text_map, current_entries = ImageToEntries.extract_image_entries(files)
+
+        # Split entries by max tokens supported by model
+        with timer("Split entries by max token size supported by model", logger):
+            current_entries = self.split_entries_by_max_tokens(current_entries, max_tokens=256)
+
+        # Identify, mark and merge any new entries with previous entries
+        with timer("Identify new or updated entries", logger):
+            num_new_embeddings, num_deleted_embeddings = self.update_embeddings(
+                current_entries,
+                DbEntry.EntryType.IMAGE,
+                DbEntry.EntrySource.COMPUTER,
+                "compiled",
+                logger,
+                deletion_file_names,
+                user,
+                regenerate=regenerate,
+                file_to_text_map=file_to_text_map,
+            )
+
+        return num_new_embeddings, num_deleted_embeddings
+
+    @staticmethod
+    def extract_image_entries(image_files) -> Tuple[Dict, List[Entry]]:  # important function
+        """Extract entries by page from specified image files"""
+        file_to_text_map = dict()
+        entries: List[str] = []
+        entry_to_location_map: List[Tuple[str, str]] = []
+        for image_file in image_files:
+            try:
+                loader = RapidOCR()
+                bytes = image_files[image_file]
+                # write the image to a temporary file
+                timestamp_now = datetime.utcnow().timestamp()
+                # use either png or jpg
+                if image_file.endswith(".png"):
+                    tmp_file = f"tmp_image_file_{timestamp_now}.png"
+                elif image_file.endswith(".jpg") or image_file.endswith(".jpeg"):
+                    tmp_file = f"tmp_image_file_{timestamp_now}.jpg"
+                with open(tmp_file, "wb") as f:
+                    bytes = image_files[image_file]
+                    f.write(bytes)
+                try:
+                    image_entries_per_file = ""
+                    result, _ = loader(tmp_file)
+                    if result:
+                        expanded_entries = [text[1] for text in result]
+                        image_entries_per_file = " ".join(expanded_entries)
+                except ImportError:
+                    logger.warning(f"Unable to process file: {image_file}. This file will not be indexed.")
+                    continue
+                entry_to_location_map.append((image_entries_per_file, image_file))
+                entries.extend([image_entries_per_file])
+                file_to_text_map[image_file] = image_entries_per_file
+            except Exception as e:
+                logger.warning(f"Unable to process file: {image_file}. This file will not be indexed.")
+                logger.warning(e, exc_info=True)
+            finally:
+                if os.path.exists(tmp_file):
+                    os.remove(tmp_file)
+        return file_to_text_map, ImageToEntries.convert_image_entries_to_maps(entries, dict(entry_to_location_map))
+
+    @staticmethod
+    def convert_image_entries_to_maps(parsed_entries: List[str], entry_to_file_map) -> List[Entry]:
+        "Convert each image entries into a dictionary"
+        entries = []
+        for parsed_entry in parsed_entries:
+            entry_filename = entry_to_file_map[parsed_entry]
+            # Append base filename to compiled entry for context to model
+            heading = f"{entry_filename}\n"
+            compiled_entry = f"{heading}{parsed_entry}"
+            entries.append(
+                Entry(
+                    compiled=compiled_entry,
+                    raw=parsed_entry,
+                    heading=heading,
+                    file=f"{entry_filename}",
+                )
+            )
+
+        logger.debug(f"Converted {len(parsed_entries)} image entries to dictionaries")
+
+        return entries
diff --git a/src/khoj/routers/indexer.py b/src/khoj/routers/indexer.py
index 4391b1ec..2046ad41 100644
--- a/src/khoj/routers/indexer.py
+++ b/src/khoj/routers/indexer.py
@@ -9,6 +9,7 @@ from starlette.authentication import requires
 from khoj.database.models import GithubConfig, KhojUser, NotionConfig
 from khoj.processor.content.docx.docx_to_entries import DocxToEntries
 from khoj.processor.content.github.github_to_entries import GithubToEntries
+from khoj.processor.content.images.image_to_entries import ImageToEntries
 from khoj.processor.content.markdown.markdown_to_entries import MarkdownToEntries
 from khoj.processor.content.notion.notion_to_entries import NotionToEntries
 from khoj.processor.content.org_mode.org_to_entries import OrgToEntries
@@ -41,6 +42,7 @@ class IndexerInput(BaseModel):
     markdown: Optional[dict[str, str]] = None
     pdf: Optional[dict[str, bytes]] = None
     plaintext: Optional[dict[str, str]] = None
+    image: Optional[dict[str, bytes]] = None
     docx: Optional[dict[str, bytes]] = None
 
 
@@ -65,7 +67,14 @@ async def update(
     ),
 ):
     user = request.user.object
-    index_files: Dict[str, Dict[str, str]] = {"org": {}, "markdown": {}, "pdf": {}, "plaintext": {}, "docx": {}}
+    index_files: Dict[str, Dict[str, str]] = {
+        "org": {},
+        "markdown": {},
+        "pdf": {},
+        "plaintext": {},
+        "image": {},
+        "docx": {},
+    }
     try:
         logger.info(f"📬 Updating content index via API call by {client} client")
         for file in files:
@@ -81,6 +90,7 @@ async def update(
             markdown=index_files["markdown"],
             pdf=index_files["pdf"],
             plaintext=index_files["plaintext"],
+            image=index_files["image"],
             docx=index_files["docx"],
         )
 
@@ -133,6 +143,7 @@ async def update(
         "num_markdown": len(index_files["markdown"]),
         "num_pdf": len(index_files["pdf"]),
         "num_plaintext": len(index_files["plaintext"]),
+        "num_image": len(index_files["image"]),
         "num_docx": len(index_files["docx"]),
     }
 
@@ -300,6 +311,23 @@ def configure_content(
         logger.error(f"🚨 Failed to setup Notion: {e}", exc_info=True)
         success = False
 
+    try:
+        # Initialize Image Search
+        if (search_type == state.SearchType.All.value or search_type == state.SearchType.Image.value) and files[
+            "image"
+        ]:
+            logger.info("🖼️ Setting up search for images")
+            # Extract Entries, Generate Image Embeddings
+            text_search.setup(
+                ImageToEntries,
+                files.get("image"),
+                regenerate=regenerate,
+                full_corpus=full_corpus,
+                user=user,
+            )
+    except Exception as e:
+        logger.error(f"🚨 Failed to setup images: {e}", exc_info=True)
+        success = False
     try:
         if (search_type == state.SearchType.All.value or search_type == state.SearchType.Docx.value) and files["docx"]:
             logger.info("📄 Setting up search for docx")
diff --git a/src/khoj/utils/helpers.py b/src/khoj/utils/helpers.py
index 12eaae91..a98b715c 100644
--- a/src/khoj/utils/helpers.py
+++ b/src/khoj/utils/helpers.py
@@ -118,9 +118,9 @@ def get_file_type(file_type: str, file_content: bytes) -> tuple[str, str]:
     elif file_type in ["application/msword", "application/vnd.openxmlformats-officedocument.wordprocessingml.document"]:
         return "docx", encoding
     elif file_type in ["image/jpeg"]:
-        return "jpeg", encoding
+        return "image", encoding
     elif file_type in ["image/png"]:
-        return "png", encoding
+        return "image", encoding
     elif content_group in ["code", "text"]:
         return "plaintext", encoding
     else:
diff --git a/src/khoj/utils/rawconfig.py b/src/khoj/utils/rawconfig.py
index b4bdcbea..8ed635e6 100644
--- a/src/khoj/utils/rawconfig.py
+++ b/src/khoj/utils/rawconfig.py
@@ -65,6 +65,7 @@ class ContentConfig(ConfigBase):
     plaintext: Optional[TextContentConfig] = None
     github: Optional[GithubContentConfig] = None
     notion: Optional[NotionContentConfig] = None
+    image: Optional[TextContentConfig] = None
     docx: Optional[TextContentConfig] = None
 
 
diff --git a/tests/data/images/nasdaq.jpg b/tests/data/images/nasdaq.jpg
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HcmV?d00001

diff --git a/tests/test_image_to_entries.py b/tests/test_image_to_entries.py
new file mode 100644
index 00000000..77254c0a
--- /dev/null
+++ b/tests/test_image_to_entries.py
@@ -0,0 +1,21 @@
+import os
+
+from khoj.processor.content.images.image_to_entries import ImageToEntries
+
+
+def test_png_to_jsonl():
+    with open("tests/data/images/testocr.png", "rb") as f:
+        image_bytes = f.read()
+    data = {"tests/data/images/testocr.png": image_bytes}
+    entries = ImageToEntries.extract_image_entries(image_files=data)
+    assert len(entries) == 2
+    assert "opencv-python" in entries[1][0].raw
+
+
+def test_jpg_to_jsonl():
+    with open("tests/data/images/nasdaq.jpg", "rb") as f:
+        image_bytes = f.read()
+    data = {"tests/data/images/nasdaq.jpg": image_bytes}
+    entries = ImageToEntries.extract_image_entries(image_files=data)
+    assert len(entries) == 2
+    assert "investments" in entries[1][0].raw

From ff44734774990fb94178309f734f9cdd3509e6a3 Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Sat, 22 Jun 2024 10:09:20 +0530
Subject: [PATCH 13/44] Run online searches in parallel to process multiple
 queries faster

---
 src/khoj/processor/tools/online_search.py | 43 +++++++++++++----------
 1 file changed, 24 insertions(+), 19 deletions(-)

diff --git a/src/khoj/processor/tools/online_search.py b/src/khoj/processor/tools/online_search.py
index 6d0aaace..a37e3c3a 100644
--- a/src/khoj/processor/tools/online_search.py
+++ b/src/khoj/processor/tools/online_search.py
@@ -6,7 +6,6 @@ from collections import defaultdict
 from typing import Callable, Dict, List, Optional, Tuple, Union
 
 import aiohttp
-import requests
 from bs4 import BeautifulSoup
 from markdownify import markdownify
 
@@ -61,11 +60,16 @@ async def search_online(
     subqueries = await generate_online_subqueries(query, conversation_history, location)
     response_dict = {}
 
-    for subquery in subqueries:
+    if subqueries:
+        logger.info(f"🌐 Searching the Internet for {list(subqueries)}")
         if send_status_func:
-            await send_status_func(f"**🌐 Searching the Internet for**: {subquery}")
-        logger.info(f"🌐 Searching the Internet for '{subquery}'")
-        response_dict[subquery] = search_with_google(subquery)
+            subqueries_str = "\n- " + "\n- ".join(list(subqueries))
+            await send_status_func(f"**🌐 Searching the Internet for**: {subqueries_str}")
+
+    with timer(f"Internet searches for {list(subqueries)} took", logger):
+        search_tasks = [search_with_google(subquery) for subquery in subqueries]
+        search_results = await asyncio.gather(*search_tasks)
+        response_dict = {subquery: search_result for subquery, search_result in search_results}
 
     # Gather distinct web pages from organic search results of each subquery without an instant answer
     webpage_links = {
@@ -92,23 +96,24 @@ async def search_online(
     return response_dict
 
 
-def search_with_google(subquery: str):
-    payload = json.dumps({"q": subquery})
+async def search_with_google(query: str) -> Tuple[str, Dict[str, List[Dict]]]:
+    payload = json.dumps({"q": query})
     headers = {"X-API-KEY": SERPER_DEV_API_KEY, "Content-Type": "application/json"}
 
-    response = requests.request("POST", SERPER_DEV_URL, headers=headers, data=payload)
+    async with aiohttp.ClientSession() as session:
+        async with session.post(SERPER_DEV_URL, headers=headers, data=payload) as response:
+            if response.status != 200:
+                logger.error(await response.text())
+                return query, {}
+            json_response = await response.json()
+            extraction_fields = ["organic", "answerBox", "peopleAlsoAsk", "knowledgeGraph"]
+            extracted_search_result = {
+                field: json_response[field]
+                for field in extraction_fields
+                if not is_none_or_empty(json_response.get(field))
+            }
 
-    if response.status_code != 200:
-        logger.error(response.text)
-        return {}
-
-    json_response = response.json()
-    extraction_fields = ["organic", "answerBox", "peopleAlsoAsk", "knowledgeGraph"]
-    extracted_search_result = {
-        field: json_response[field] for field in extraction_fields if not is_none_or_empty(json_response.get(field))
-    }
-
-    return extracted_search_result
+            return query, extracted_search_result
 
 
 async def read_webpages(

From a038e4911b9c96b1c2fe41afe7ab8b51c90959c5 Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Sat, 22 Jun 2024 10:42:45 +0530
Subject: [PATCH 14/44] Default to Jina search, reader API when no Serper.dev,
 Olostep API keys

Jina AI provides a search and webpage reader API that doesn't require
an API key. This provides a good default to enable online search for
self-hosted readers requiring no additional setup.

Jina search API also returns webpage contents with the results, so
just use those directly when Jina Search API used instead of
trying to read webpages separately. The extract relvant content from
webpage step using a chat model is still used from the
`read_webpage_and_extract_content' func in this case.

Parse search results from Jina search API into same format as
Serper.dev for accurate rendering of online references by clients
---
 src/khoj/processor/tools/online_search.py | 72 ++++++++++++++++++-----
 src/khoj/routers/api_chat.py              | 48 +++++----------
 2 files changed, 73 insertions(+), 47 deletions(-)

diff --git a/src/khoj/processor/tools/online_search.py b/src/khoj/processor/tools/online_search.py
index a37e3c3a..72191077 100644
--- a/src/khoj/processor/tools/online_search.py
+++ b/src/khoj/processor/tools/online_search.py
@@ -2,6 +2,7 @@ import asyncio
 import json
 import logging
 import os
+import urllib.parse
 from collections import defaultdict
 from typing import Callable, Dict, List, Optional, Tuple, Union
 
@@ -22,6 +23,10 @@ logger = logging.getLogger(__name__)
 SERPER_DEV_API_KEY = os.getenv("SERPER_DEV_API_KEY")
 SERPER_DEV_URL = "https://google.serper.dev/search"
 
+JINA_READER_API_URL = "https://r.jina.ai/"
+JINA_SEARCH_API_URL = "https://s.jina.ai/"
+JINA_API_KEY = os.getenv("JINA_API_KEY")
+
 OLOSTEP_API_KEY = os.getenv("OLOSTEP_API_KEY")
 OLOSTEP_API_URL = "https://agent.olostep.com/olostep-p2p-incomingAPI"
 OLOSTEP_QUERY_PARAMS = {
@@ -49,9 +54,6 @@ async def search_online(
     custom_filters: List[str] = [],
 ):
     query += " ".join(custom_filters)
-    if not online_search_enabled():
-        logger.warn("SERPER_DEV_API_KEY is not set")
-        return {}
     if not is_internet_connected():
         logger.warn("Cannot search online as not connected to internet")
         return {}
@@ -67,25 +69,28 @@ async def search_online(
             await send_status_func(f"**🌐 Searching the Internet for**: {subqueries_str}")
 
     with timer(f"Internet searches for {list(subqueries)} took", logger):
-        search_tasks = [search_with_google(subquery) for subquery in subqueries]
+        search_func = search_with_google if SERPER_DEV_API_KEY else search_with_jina
+        search_tasks = [search_func(subquery) for subquery in subqueries]
         search_results = await asyncio.gather(*search_tasks)
         response_dict = {subquery: search_result for subquery, search_result in search_results}
 
-    # Gather distinct web pages from organic search results of each subquery without an instant answer
-    webpage_links = {
-        organic["link"]: subquery
+    # Gather distinct web page data from organic results of each subquery without an instant answer.
+    # Content of web pages is directly available when Jina is used for search.
+    webpages = {
+        (organic.get("link"), subquery, organic.get("content"))
         for subquery in response_dict
         for organic in response_dict[subquery].get("organic", [])[:MAX_WEBPAGES_TO_READ]
         if "answerBox" not in response_dict[subquery]
     }
 
     # Read, extract relevant info from the retrieved web pages
-    if webpage_links:
+    if webpages:
+        webpage_links = [link for link, _, _ in webpages]
         logger.info(f"🌐👀 Reading web pages at: {list(webpage_links)}")
         if send_status_func:
             webpage_links_str = "\n- " + "\n- ".join(list(webpage_links))
             await send_status_func(f"**📖 Reading web pages**: {webpage_links_str}")
-    tasks = [read_webpage_and_extract_content(subquery, link) for link, subquery in webpage_links.items()]
+    tasks = [read_webpage_and_extract_content(subquery, link, content) for link, subquery, content in webpages]
     results = await asyncio.gather(*tasks)
 
     # Collect extracted info from the retrieved web pages
@@ -139,10 +144,13 @@ async def read_webpages(
     return response
 
 
-async def read_webpage_and_extract_content(subquery: str, url: str) -> Tuple[str, Union[None, str], str]:
+async def read_webpage_and_extract_content(
+    subquery: str, url: str, content: str = None
+) -> Tuple[str, Union[None, str], str]:
     try:
-        with timer(f"Reading web page at '{url}' took", logger):
-            content = await read_webpage_with_olostep(url) if OLOSTEP_API_KEY else await read_webpage_at_url(url)
+        if is_none_or_empty(content):
+            with timer(f"Reading web page at '{url}' took", logger):
+                content = await read_webpage_with_olostep(url) if OLOSTEP_API_KEY else await read_webpage_with_jina(url)
         with timer(f"Extracting relevant information from web page at '{url}' took", logger):
             extracted_info = await extract_relevant_info(subquery, content)
         return subquery, extracted_info, url
@@ -177,5 +185,41 @@ async def read_webpage_with_olostep(web_url: str) -> str:
             return response_json["markdown_content"]
 
 
-def online_search_enabled():
-    return SERPER_DEV_API_KEY is not None
+async def read_webpage_with_jina(web_url: str) -> str:
+    jina_reader_api_url = f"{JINA_READER_API_URL}/{web_url}"
+    headers = {"Accept": "application/json", "X-Timeout": "30"}
+    if JINA_API_KEY:
+        headers["Authorization"] = f"Bearer {JINA_API_KEY}"
+
+    async with aiohttp.ClientSession() as session:
+        async with session.get(jina_reader_api_url, headers=headers) as response:
+            response.raise_for_status()
+            response_json = await response.json()
+            return response_json["data"]["content"]
+
+
+async def search_with_jina(query: str) -> Tuple[str, Dict[str, List[Dict]]]:
+    encoded_query = urllib.parse.quote(query)
+    jina_search_api_url = f"{JINA_SEARCH_API_URL}/{encoded_query}"
+    headers = {"Accept": "application/json"}
+    if JINA_API_KEY:
+        headers["Authorization"] = f"Bearer {JINA_API_KEY}"
+
+    async with aiohttp.ClientSession() as session:
+        async with session.get(jina_search_api_url, headers=headers) as response:
+            if response.status != 200:
+                logger.error(await response.text())
+                return query, {}
+            response_json = await response.json()
+            parsed_response = [
+                {
+                    "title": item["title"],
+                    "content": item.get("content"),
+                    # rename description -> snippet for consistency
+                    "snippet": item["description"],
+                    # rename url -> link for consistency
+                    "link": item["url"],
+                }
+                for item in response_json["data"]
+            ]
+            return query, {"organic": parsed_response}
diff --git a/src/khoj/routers/api_chat.py b/src/khoj/routers/api_chat.py
index a014fca5..6d0cf926 100644
--- a/src/khoj/routers/api_chat.py
+++ b/src/khoj/routers/api_chat.py
@@ -29,11 +29,7 @@ from khoj.processor.conversation.prompts import (
 )
 from khoj.processor.conversation.utils import save_to_conversation_log
 from khoj.processor.speech.text_to_speech import generate_text_to_speech
-from khoj.processor.tools.online_search import (
-    online_search_enabled,
-    read_webpages,
-    search_online,
-)
+from khoj.processor.tools.online_search import read_webpages, search_online
 from khoj.routers.api import extract_references_and_questions
 from khoj.routers.helpers import (
     ApiUserRateLimiter,
@@ -767,22 +763,16 @@ async def websocket_endpoint(
             conversation_commands.remove(ConversationCommand.Notes)
 
         if ConversationCommand.Online in conversation_commands:
-            if not online_search_enabled():
-                conversation_commands.remove(ConversationCommand.Online)
-                # If online search is not enabled, try to read webpages directly
-                if ConversationCommand.Webpage not in conversation_commands:
-                    conversation_commands.append(ConversationCommand.Webpage)
-            else:
-                try:
-                    online_results = await search_online(
-                        defiltered_query, meta_log, location, send_status_update, custom_filters
-                    )
-                except ValueError as e:
-                    logger.warning(f"Error searching online: {e}. Attempting to respond without online results")
-                    await send_complete_llm_response(
-                        f"Error searching online: {e}. Attempting to respond without online results"
-                    )
-                    continue
+            try:
+                online_results = await search_online(
+                    defiltered_query, meta_log, location, send_status_update, custom_filters
+                )
+            except ValueError as e:
+                logger.warning(f"Error searching online: {e}. Attempting to respond without online results")
+                await send_complete_llm_response(
+                    f"Error searching online: {e}. Attempting to respond without online results"
+                )
+                continue
 
         if ConversationCommand.Webpage in conversation_commands:
             try:
@@ -1067,18 +1057,10 @@ async def chat(
         conversation_commands.remove(ConversationCommand.Notes)
 
     if ConversationCommand.Online in conversation_commands:
-        if not online_search_enabled():
-            conversation_commands.remove(ConversationCommand.Online)
-            # If online search is not enabled, try to read webpages directly
-            if ConversationCommand.Webpage not in conversation_commands:
-                conversation_commands.append(ConversationCommand.Webpage)
-        else:
-            try:
-                online_results = await search_online(
-                    defiltered_query, meta_log, location, custom_filters=_custom_filters
-                )
-            except ValueError as e:
-                logger.warning(f"Error searching online: {e}. Attempting to respond without online results")
+        try:
+            online_results = await search_online(defiltered_query, meta_log, location, custom_filters=_custom_filters)
+        except ValueError as e:
+            logger.warning(f"Error searching online: {e}. Attempting to respond without online results")
 
     if ConversationCommand.Webpage in conversation_commands:
         try:

From 553beae8485c7ba20f86b8a454da6c92fa749f43 Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Sat, 22 Jun 2024 12:18:43 +0530
Subject: [PATCH 15/44] No need to set OpenAI API key from environment variable
 explicitly

It is unnecessary as the OpenAI client automatically tries to use API
key from OPENAI_API_KEY env var when the api_key field is unset
---
 src/khoj/processor/conversation/openai/utils.py | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/src/khoj/processor/conversation/openai/utils.py b/src/khoj/processor/conversation/openai/utils.py
index 49f1d6b6..b17e5c3d 100644
--- a/src/khoj/processor/conversation/openai/utils.py
+++ b/src/khoj/processor/conversation/openai/utils.py
@@ -1,5 +1,4 @@
 import logging
-import os
 from threading import Thread
 from typing import Dict
 
@@ -40,7 +39,7 @@ def completion_with_backoff(
     client: openai.OpenAI = openai_clients.get(client_key)
     if not client:
         client = openai.OpenAI(
-            api_key=openai_api_key or os.getenv("OPENAI_API_KEY"),
+            api_key=openai_api_key,
             base_url=api_base_url,
         )
         openai_clients[client_key] = client
@@ -102,7 +101,7 @@ def llm_thread(g, messages, model_name, temperature, openai_api_key=None, api_ba
     client_key = f"{openai_api_key}--{api_base_url}"
     if client_key not in openai_clients:
         client: openai.OpenAI = openai.OpenAI(
-            api_key=openai_api_key or os.getenv("OPENAI_API_KEY"),
+            api_key=openai_api_key,
             base_url=api_base_url,
         )
         openai_clients[client_key] = client

From d5ceff269133048726c1e0223e4acebf4c37aa61 Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Sat, 22 Jun 2024 13:45:08 +0530
Subject: [PATCH 16/44] Update tests and documentation with Jina reader API
 usage and info

Update offline, openai chat actor, director tests to not require
Serper to run the online command tests

Update documentation for self-hosted online search to mention no setup
is required by default. But improvements can be made by using
Serper.dev or Olostep
---
 documentation/docs/features/online_search.md | 14 +++++++-----
 tests/test_offline_chat_director.py          | 23 ++++++++++----------
 tests/test_openai_chat_director.py           | 23 ++++++++++----------
 3 files changed, 31 insertions(+), 29 deletions(-)

diff --git a/documentation/docs/features/online_search.md b/documentation/docs/features/online_search.md
index 894d515d..956eac0f 100644
--- a/documentation/docs/features/online_search.md
+++ b/documentation/docs/features/online_search.md
@@ -1,17 +1,21 @@
 # Online Search
 
-By default, Khoj will try to infer which information-sourcing tools are required to answer your question. Sometimes, you'll have a need for outside questions that the LLM's knowledge doesn't cover. In that case, it will use the `online` search feature.
+Khoj will research on the internet to ground its responses, when it determines that it would need fresh information outside its existing knowledge to answer the query. It will always show any online references it used to respond to your requests.
 
-For example, these queries would trigger an online search:
+By default, Khoj will try to infer which information sources, it needs to read to answer your question. This can include reading your documents or researching information online. You can also explicitly trigger an online search by adding the `/online` prefix to your chat query.
+
+Example queries that should trigger an online search:
 - What's the latest news about the Israel-Palestine war?
 - Where can I find the best pizza in New York City?
-- Deadline for filing taxes 2024.
+- /online Deadline for filing taxes 2024.
 - Give me a summary of this article: https://en.wikipedia.org/wiki/Haitian_Revolution
 
 Try it out yourself! https://app.khoj.dev
 
 ## Self-Hosting
 
-The general online search function currently requires an API key from Serper.dev. You can grab one here: https://serper.dev/, and then add it as an environment variable with the name `SERPER_DEV_API_KEY`.
+Online search works out of the box even when self-hosting. Khoj uses [JinaAI's reader API](https://jina.ai/reader/) to search online and read webpages by default. No API key setup is necessary.
 
-Without any API keys, Khoj will use the `requests` library to directly read any webpages you give it a link to. This means that you can use Khoj to read any webpage that you have access in your local network.
+To improve online search, set the `SERPER_DEV_API_KEY` environment variable to your [Serper.dev](https://serper.dev/) API key. These search results include additional context like answer box, knowledge graph etc.
+
+For advanced webpage reading, set the `OLOSTEP_API_KEY` environment variable to your [Olostep](https://www.olostep.com/) API key. This has a higher success rate at reading webpages than the default webpage reader.
diff --git a/tests/test_offline_chat_director.py b/tests/test_offline_chat_director.py
index 1c4ad3ac..a72dae56 100644
--- a/tests/test_offline_chat_director.py
+++ b/tests/test_offline_chat_director.py
@@ -62,7 +62,6 @@ def test_offline_chat_with_no_chat_history_or_retrieved_content(client_offline_c
 
 
 # ----------------------------------------------------------------------------------------------------
-@pytest.mark.skipif(os.getenv("SERPER_DEV_API_KEY") is None, reason="requires SERPER_DEV_API_KEY")
 @pytest.mark.chatquality
 @pytest.mark.django_db(transaction=True)
 def test_chat_with_online_content(client_offline_chat):
@@ -75,18 +74,18 @@ def test_chat_with_online_content(client_offline_chat):
     response_message = response_message.split("### compiled references")[0]
 
     # Assert
-    expected_responses = ["http://www.paulgraham.com/greatwork.html"]
+    expected_responses = [
+        "https://paulgraham.com/greatwork.html",
+        "https://www.paulgraham.com/greatwork.html",
+        "http://www.paulgraham.com/greatwork.html",
+    ]
     assert response.status_code == 200
-    assert any([expected_response in response_message for expected_response in expected_responses]), (
-        "Expected links or serper not setup in response but got: " + response_message
-    )
+    assert any(
+        [expected_response in response_message for expected_response in expected_responses]
+    ), f"Expected links: {expected_responses}. Actual response: {response_message}"
 
 
 # ----------------------------------------------------------------------------------------------------
-@pytest.mark.skipif(
-    os.getenv("SERPER_DEV_API_KEY") is None or os.getenv("OLOSTEP_API_KEY") is None,
-    reason="requires SERPER_DEV_API_KEY and OLOSTEP_API_KEY",
-)
 @pytest.mark.chatquality
 @pytest.mark.django_db(transaction=True)
 def test_chat_with_online_webpage_content(client_offline_chat):
@@ -101,9 +100,9 @@ def test_chat_with_online_webpage_content(client_offline_chat):
     # Assert
     expected_responses = ["185", "1871", "horse"]
     assert response.status_code == 200
-    assert any([expected_response in response_message for expected_response in expected_responses]), (
-        "Expected links or serper not setup in response but got: " + response_message
-    )
+    assert any(
+        [expected_response in response_message for expected_response in expected_responses]
+    ), f"Expected response with {expected_responses}. But actual response had: {response_message}"
 
 
 # ----------------------------------------------------------------------------------------------------
diff --git a/tests/test_openai_chat_director.py b/tests/test_openai_chat_director.py
index b547f78e..26d93d31 100644
--- a/tests/test_openai_chat_director.py
+++ b/tests/test_openai_chat_director.py
@@ -61,7 +61,6 @@ def test_chat_with_no_chat_history_or_retrieved_content(chat_client):
 
 
 # ----------------------------------------------------------------------------------------------------
-@pytest.mark.skipif(os.getenv("SERPER_DEV_API_KEY") is None, reason="requires SERPER_DEV_API_KEY")
 @pytest.mark.chatquality
 @pytest.mark.django_db(transaction=True)
 def test_chat_with_online_content(chat_client):
@@ -74,18 +73,18 @@ def test_chat_with_online_content(chat_client):
     response_message = response_message.split("### compiled references")[0]
 
     # Assert
-    expected_responses = ["http://www.paulgraham.com/greatwork.html"]
+    expected_responses = [
+        "https://paulgraham.com/greatwork.html",
+        "https://www.paulgraham.com/greatwork.html",
+        "http://www.paulgraham.com/greatwork.html",
+    ]
     assert response.status_code == 200
-    assert any([expected_response in response_message for expected_response in expected_responses]), (
-        "Expected links or serper not setup in response but got: " + response_message
-    )
+    assert any(
+        [expected_response in response_message for expected_response in expected_responses]
+    ), f"Expected links: {expected_responses}. Actual response: {response_message}"
 
 
 # ----------------------------------------------------------------------------------------------------
-@pytest.mark.skipif(
-    os.getenv("SERPER_DEV_API_KEY") is None or os.getenv("OLOSTEP_API_KEY") is None,
-    reason="requires SERPER_DEV_API_KEY and OLOSTEP_API_KEY",
-)
 @pytest.mark.chatquality
 @pytest.mark.django_db(transaction=True)
 def test_chat_with_online_webpage_content(chat_client):
@@ -100,9 +99,9 @@ def test_chat_with_online_webpage_content(chat_client):
     # Assert
     expected_responses = ["185", "1871", "horse"]
     assert response.status_code == 200
-    assert any([expected_response in response_message for expected_response in expected_responses]), (
-        "Expected links or serper not setup in response but got: " + response_message
-    )
+    assert any(
+        [expected_response in response_message for expected_response in expected_responses]
+    ), f"Expected links: {expected_responses}. Actual response: {response_message}"
 
 
 # ----------------------------------------------------------------------------------------------------

From afcfc6063728ae4bcd90fa02dfa91660f2674349 Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Tue, 2 Jul 2024 17:51:47 +0530
Subject: [PATCH 17/44] Merge DB migrations post merge of SD3 via API support
 PR

---
 .../migrations/0051_merge_20240702_1220.py         | 14 ++++++++++++++
 1 file changed, 14 insertions(+)
 create mode 100644 src/khoj/database/migrations/0051_merge_20240702_1220.py

diff --git a/src/khoj/database/migrations/0051_merge_20240702_1220.py b/src/khoj/database/migrations/0051_merge_20240702_1220.py
new file mode 100644
index 00000000..b5cc4310
--- /dev/null
+++ b/src/khoj/database/migrations/0051_merge_20240702_1220.py
@@ -0,0 +1,14 @@
+# Generated by Django 4.2.11 on 2024-07-02 12:20
+
+from typing import List
+
+from django.db import migrations
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("database", "0049_texttoimagemodelconfig_api_key_and_more"),
+        ("database", "0050_alter_processlock_name"),
+    ]
+
+    operations: List[str] = []

From 6fa2dbc042c461bdc166abe30e5fd5ee9ba32aaa Mon Sep 17 00:00:00 2001
From: sabaimran <narmiabas@gmail.com>
Date: Tue, 2 Jul 2024 21:58:51 +0530
Subject: [PATCH 18/44] Do not use the custom configured max prompt size to
 send message to anthropic

---
 src/khoj/processor/conversation/anthropic/utils.py | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/src/khoj/processor/conversation/anthropic/utils.py b/src/khoj/processor/conversation/anthropic/utils.py
index d6c8f4f2..dbae1e11 100644
--- a/src/khoj/processor/conversation/anthropic/utils.py
+++ b/src/khoj/processor/conversation/anthropic/utils.py
@@ -99,15 +99,13 @@ def anthropic_llm_thread(
         anthropic.types.MessageParam(role=message.role, content=message.content) for message in messages
     ]
 
-    max_prompt_size = max_prompt_size or DEFAULT_MAX_TOKENS_ANTHROPIC
-
     with client.messages.stream(
         messages=formatted_messages,
         model=model_name,  # type: ignore
         temperature=temperature,
         system=system_prompt,
         timeout=20,
-        max_tokens=max_prompt_size,
+        max_tokens=DEFAULT_MAX_TOKENS_ANTHROPIC,
         **(model_kwargs or dict()),
     ) as stream:
         for text in stream.text_stream:

From a129b017b9a7abef376a31b398796bc6f84958c3 Mon Sep 17 00:00:00 2001
From: sabaimran <narmiabas@gmail.com>
Date: Thu, 4 Jul 2024 09:13:23 +0530
Subject: [PATCH 19/44] Fix image generation on server -- use default config
 when not set by user

---
 src/khoj/database/adapters/__init__.py | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/src/khoj/database/adapters/__init__.py b/src/khoj/database/adapters/__init__.py
index 358edf2a..9f8ba124 100644
--- a/src/khoj/database/adapters/__init__.py
+++ b/src/khoj/database/adapters/__init__.py
@@ -918,10 +918,13 @@ class ConversationAdapters:
         return config.setting
 
     @staticmethod
-    async def aget_user_text_to_image_model(user: KhojUser):
+    async def aget_user_text_to_image_model(user: KhojUser) -> Optional[TextToImageModelConfig]:
         config = await UserTextToImageModelConfig.objects.filter(user=user).prefetch_related("setting").afirst()
         if not config:
-            return None
+            default_config = await ConversationAdapters.aget_text_to_image_model_config()
+            if not default_config:
+                return None
+            return default_config
         return config.setting
 
     @staticmethod

From d61bddf56ca0161447dba510fea45996202e2056 Mon Sep 17 00:00:00 2001
From: sabaimran <narmiabas@gmail.com>
Date: Thu, 4 Jul 2024 11:58:33 +0530
Subject: [PATCH 20/44] Fix retrieving image model by prefetching the openai
 config in the async method

---
 src/khoj/database/adapters/__init__.py | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/src/khoj/database/adapters/__init__.py b/src/khoj/database/adapters/__init__.py
index 9f8ba124..71b089f5 100644
--- a/src/khoj/database/adapters/__init__.py
+++ b/src/khoj/database/adapters/__init__.py
@@ -904,7 +904,7 @@ class ConversationAdapters:
 
     @staticmethod
     async def aget_text_to_image_model_config():
-        return await TextToImageModelConfig.objects.filter().afirst()
+        return await TextToImageModelConfig.objects.filter().prefetch_related("openai_config").afirst()
 
     @staticmethod
     def get_text_to_image_model_options():
@@ -914,7 +914,10 @@ class ConversationAdapters:
     def get_user_text_to_image_model_config(user: KhojUser):
         config = UserTextToImageModelConfig.objects.filter(user=user).first()
         if not config:
-            return None
+            default_config = ConversationAdapters.get_text_to_image_model_config()
+            if not default_config:
+                return None
+            return default_config
         return config.setting
 
     @staticmethod

From 5ea8b16f84fe1b6c424c369662da9300b8d552cc Mon Sep 17 00:00:00 2001
From: sabaimran <narmiabas@gmail.com>
Date: Thu, 4 Jul 2024 12:08:22 +0530
Subject: [PATCH 21/44] Fix missing method error

---
 src/khoj/database/adapters/__init__.py | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/src/khoj/database/adapters/__init__.py b/src/khoj/database/adapters/__init__.py
index 71b089f5..2ea9e9af 100644
--- a/src/khoj/database/adapters/__init__.py
+++ b/src/khoj/database/adapters/__init__.py
@@ -906,6 +906,10 @@ class ConversationAdapters:
     async def aget_text_to_image_model_config():
         return await TextToImageModelConfig.objects.filter().prefetch_related("openai_config").afirst()
 
+    @staticmethod
+    def get_text_to_image_model_config():
+        return TextToImageModelConfig.objects.filter().first()
+
     @staticmethod
     def get_text_to_image_model_options():
         return TextToImageModelConfig.objects.all()

From 814aca6d69593b597bb14b5a9eb2e11e03c56b6c Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Tue, 2 Jul 2024 17:55:10 +0530
Subject: [PATCH 22/44] Skip summarize when not triggered via slash cmd and
 can't summarize

Maybe better to fallback to non-summarize behavior if summarize intent
is just inferred but we can't actually summarize because the single
file added to conversation isn't satisfied
---
 src/khoj/processor/conversation/openai/gpt.py |  2 +-
 src/khoj/routers/api_chat.py                  | 15 +++++++++++++--
 2 files changed, 14 insertions(+), 3 deletions(-)

diff --git a/src/khoj/processor/conversation/openai/gpt.py b/src/khoj/processor/conversation/openai/gpt.py
index e424a5cb..2f893f22 100644
--- a/src/khoj/processor/conversation/openai/gpt.py
+++ b/src/khoj/processor/conversation/openai/gpt.py
@@ -154,7 +154,7 @@ def converse(
         completion_func(chat_response=prompts.no_online_results_found.format())
         return iter([prompts.no_online_results_found.format()])
 
-    if ConversationCommand.Online in conversation_commands or ConversationCommand.Webpage in conversation_commands:
+    if not is_none_or_empty(online_results):
         conversation_primer = (
             f"{prompts.online_search_conversation.format(online_results=str(online_results))}\n{conversation_primer}"
         )
diff --git a/src/khoj/routers/api_chat.py b/src/khoj/routers/api_chat.py
index 6d0cf926..a42838d9 100644
--- a/src/khoj/routers/api_chat.py
+++ b/src/khoj/routers/api_chat.py
@@ -632,6 +632,7 @@ async def websocket_endpoint(
 
         meta_log = conversation.conversation_log
         is_automated_task = conversation_commands == [ConversationCommand.AutomatedTask]
+        used_slash_summarize = conversation_commands == [ConversationCommand.Summarize]
 
         if conversation_commands == [ConversationCommand.Default] or is_automated_task:
             conversation_commands = await aget_relevant_information_sources(q, meta_log, is_automated_task)
@@ -647,8 +648,18 @@ async def websocket_endpoint(
             await conversation_command_rate_limiter.update_and_check_if_valid(websocket, cmd)
             q = q.replace(f"/{cmd.value}", "").strip()
 
-        if ConversationCommand.Summarize in conversation_commands:
-            file_filters = conversation.file_filters
+        file_filters = conversation.file_filters if conversation else []
+        # Skip trying to summarize if
+        if (
+            # summarization intent was inferred
+            ConversationCommand.Summarize in conversation_commands
+            # and not triggered via slash command
+            and not used_slash_summarize
+            # but we can't actually summarize
+            and len(file_filters) != 1
+        ):
+            conversation_commands.remove(ConversationCommand.Summarize)
+        elif ConversationCommand.Summarize in conversation_commands:
             response_log = ""
             if len(file_filters) == 0:
                 response_log = "No files selected for summarization. Please add files using the section on the left."

From 516af8657538c854406bad5ed55b0b85af8096bc Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Thu, 4 Jul 2024 17:38:45 +0530
Subject: [PATCH 23/44] Fix add, remove of the text to speech loader element in
 Obsidian

---
 src/interface/obsidian/src/chat_view.ts | 7 ++-----
 1 file changed, 2 insertions(+), 5 deletions(-)

diff --git a/src/interface/obsidian/src/chat_view.ts b/src/interface/obsidian/src/chat_view.ts
index ca0c95e8..8bc3c6ee 100644
--- a/src/interface/obsidian/src/chat_view.ts
+++ b/src/interface/obsidian/src/chat_view.ts
@@ -318,7 +318,6 @@ export class KhojChatView extends KhojPaneView {
             speechIcon = event.target as Element;
         }
 
-        speechButton.innerHTML = "";
         speechButton.appendChild(loader);
         speechButton.disabled = true;
 
@@ -339,15 +338,13 @@ export class KhojChatView extends KhojPaneView {
             source.connect(context.destination);
             source.start(0);
             source.onended = function() {
-                speechButton.innerHTML = "";
-                speechButton.appendChild(speechIcon);
+                speechButton.removeChild(loader);
                 speechButton.disabled = false;
             };
         })
         .catch(err => {
             console.error("Error playing speech:", err);
-            speechButton.innerHTML = "";
-            speechButton.appendChild(speechIcon);
+            speechButton.removeChild(loader);
             speechButton.disabled = false; // Consider enabling the button again to allow retrying
         });
     }

From 6d59ad7fc9ee6042f3dec1a0fc05c368a4d33d76 Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Fri, 5 Jul 2024 14:00:53 +0530
Subject: [PATCH 24/44] Add listening circle animation to speak button in
 Obsidian plugin

Use icon active focus as color of animation button
---
 src/interface/obsidian/src/chat_view.ts |  3 +++
 src/interface/obsidian/styles.css       | 24 ++++++++++++++++++++++++
 2 files changed, 27 insertions(+)

diff --git a/src/interface/obsidian/src/chat_view.ts b/src/interface/obsidian/src/chat_view.ts
index 8bc3c6ee..0e91d4b9 100644
--- a/src/interface/obsidian/src/chat_view.ts
+++ b/src/interface/obsidian/src/chat_view.ts
@@ -1014,6 +1014,7 @@ export class KhojChatView extends KhojPaneView {
 
             // Start the countdown timer UI
             stopSendButtonImg.getElementsByTagName("circle")[0].style.animation = "countdown 3s linear 1 forwards";
+            stopSendButtonImg.getElementsByTagName("circle")[0].style.color = "var(--icon-color-active)";
 
             // Auto send message after 3 seconds
             this.sendMessageTimeout = setTimeout(() => {
@@ -1043,6 +1044,7 @@ export class KhojChatView extends KhojPaneView {
 
             this.mediaRecorder.start();
             setIcon(transcribeButton, "mic-off");
+            transcribeButton.classList.add("loading-encircle")
         };
 
         // Toggle recording
@@ -1057,6 +1059,7 @@ export class KhojChatView extends KhojPaneView {
             this.mediaRecorder.stop();
             this.mediaRecorder.stream.getTracks().forEach(track => track.stop());
             this.mediaRecorder = undefined;
+            transcribeButton.classList.remove("loading-encircle");
             setIcon(transcribeButton, "mic");
         }
     }
diff --git a/src/interface/obsidian/styles.css b/src/interface/obsidian/styles.css
index 8e3d2c6b..8902d3c9 100644
--- a/src/interface/obsidian/styles.css
+++ b/src/interface/obsidian/styles.css
@@ -598,6 +598,30 @@ img.copy-icon {
     }
 }
 
+/* Loading Encircle */
+.loading-encircle {
+    position: relative;
+}
+
+.loading-encircle::before {
+    content: '';
+    position: absolute;
+    top: 50%;
+    left: 50%;
+    width: 24px;
+    height: 24px;
+    margin-top: -16px;
+    margin-left: -16px;
+    border: 4px solid transparent;
+    border-top-color: var(--icon-color-active);
+    border-radius: 50%;
+    animation: spin 1s linear infinite;
+}
+
+@keyframes spin {
+    0% { transform: rotate(0deg); }
+    100% { transform: rotate(360deg); }
+}
 @media only screen and (max-width: 600px) {
     div.khoj-header {
         display: grid;

From a353d883a08dd7ed7d6eec6c8306ec0872598294 Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Fri, 5 Jul 2024 16:07:42 +0530
Subject: [PATCH 25/44] Make it optional to set the encoder, cross-encoder
 configs via admin UI

Upgrade sentence-transformer, add einops dependency for some sentence
transformer models like nomic
---
 pyproject.toml                       | 3 ++-
 src/khoj/database/models/__init__.py | 6 +++---
 2 files changed, 5 insertions(+), 4 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index b3b4af35..de82586f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,8 @@ dependencies = [
     "pyyaml ~= 6.0",
     "rich >= 13.3.1",
     "schedule == 1.1.0",
-    "sentence-transformers == 2.5.1",
+    "sentence-transformers == 3.0.1",
+    "einops == 0.8.0",
     "transformers >= 4.28.0",
     "torch == 2.2.2",
     "uvicorn == 0.17.6",
diff --git a/src/khoj/database/models/__init__.py b/src/khoj/database/models/__init__.py
index 62afdd2b..096d14bc 100644
--- a/src/khoj/database/models/__init__.py
+++ b/src/khoj/database/models/__init__.py
@@ -215,11 +215,11 @@ class SearchModelConfig(BaseModel):
     # Bi-encoder model of sentence-transformer type to load from HuggingFace
     bi_encoder = models.CharField(max_length=200, default="thenlper/gte-small")
     # Config passed to the sentence-transformer model constructor. E.g. device="cuda:0", trust_remote_server=True etc.
-    bi_encoder_model_config = models.JSONField(default=dict)
+    bi_encoder_model_config = models.JSONField(default=dict, blank=True)
     # Query encode configs like prompt, precision, normalize_embeddings, etc. for sentence-transformer models
-    bi_encoder_query_encode_config = models.JSONField(default=dict)
+    bi_encoder_query_encode_config = models.JSONField(default=dict, blank=True)
     # Docs encode configs like prompt, precision, normalize_embeddings, etc. for sentence-transformer models
-    bi_encoder_docs_encode_config = models.JSONField(default=dict)
+    bi_encoder_docs_encode_config = models.JSONField(default=dict, blank=True)
     # Cross-encoder model of sentence-transformer type to load from HuggingFace
     cross_encoder = models.CharField(max_length=200, default="mixedbread-ai/mxbai-rerank-xsmall-v1")
     # Inference server API endpoint to use for embeddings inference. Bi-encoder model should be hosted on this server

From 69c9e8cc0859d6d66350e099d5477db1fffc4ae1 Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Sun, 23 Jun 2024 16:16:53 +0530
Subject: [PATCH 26/44] Disable CSP in Khoj Obsidian as it interferes with
 Obsidian functionality

The Khoj CSP interferes with other Obsidian features and plugins as
CSP is applied page wide.

For now chat message sanitization via Dompurify should suffice.

Enable CSP when can scope it to only the Khoj Obsidian plugin.
---
 src/interface/obsidian/src/chat_view.ts | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/src/interface/obsidian/src/chat_view.ts b/src/interface/obsidian/src/chat_view.ts
index 0e91d4b9..d6b7f76f 100644
--- a/src/interface/obsidian/src/chat_view.ts
+++ b/src/interface/obsidian/src/chat_view.ts
@@ -96,8 +96,9 @@ export class KhojChatView extends KhojPaneView {
         const objectSrc = `object-src 'none';`;
         const csp = `${defaultSrc} ${scriptSrc} ${connectSrc} ${styleSrc} ${imgSrc} ${childSrc} ${objectSrc}`;
 
-        // Add CSP meta tag to the Khoj Chat modal
-        document.head.createEl("meta", { attr: { "http-equiv": "Content-Security-Policy", "content": `${csp}` } });
+        // WARNING: CSP DISABLED for now as it breaks other Obsidian plugins. Enable when can scope CSP to only Khoj plugin.
+        // CSP meta tag for the Khoj Chat modal
+        // document.head.createEl("meta", { attr: { "http-equiv": "Content-Security-Policy", "content": `${csp}` } });
 
         // Create area for chat logs
         let chatBodyEl = contentEl.createDiv({ attr: { id: "khoj-chat-body", class: "khoj-chat-body" } });

From 2f034f807a7e78f9b5d219b5f960a0fe88b6d283 Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Sun, 23 Jun 2024 22:57:56 +0530
Subject: [PATCH 27/44] Construct config page elements on Web via DOM
 scripting.

Minimize isage of innerHTML to prevent DOM clobbering and unintended
escape by user Input
---
 src/khoj/interface/web/agents.html            |  31 ++--
 src/khoj/interface/web/chat.html              |  44 +++--
 src/khoj/interface/web/config.html            | 160 ++++++++++++------
 .../web/content_source_computer_input.html    |   9 +-
 .../web/content_source_github_input.html      |  78 ++++++---
 .../web/content_source_notion_input.html      |  20 +--
 .../interface/web/public_conversation.html    |  13 +-
 7 files changed, 229 insertions(+), 126 deletions(-)

diff --git a/src/khoj/interface/web/agents.html b/src/khoj/interface/web/agents.html
index 9b2793c8..b8ff8dae 100644
--- a/src/khoj/interface/web/agents.html
+++ b/src/khoj/interface/web/agents.html
@@ -242,18 +242,25 @@
     <script>
         async function openChat(agentSlug) {
             // Create a loading animation
-            let loading = document.createElement("div");
-            loading.innerHTML = '<div>Booting your agent...</div><span class="loader"></span>';
-            loading.style.position = "fixed";
-            loading.style.top = "0";
-            loading.style.right = "0";
-            loading.style.bottom = "0";
-            loading.style.left = "0";
-            loading.style.display = "flex";
-            loading.style.justifyContent = "center";
-            loading.style.alignItems = "center";
-            loading.style.backgroundColor = "rgba(0, 0, 0, 0.5)"; // Semi-transparent black
-            document.body.appendChild(loading);
+            let loadingTextEl = document.createElement("div");
+            loadingTextEl.textContent = 'Booting your agent...';
+
+            let loadingAnimationEl = document.createElement("span");
+            loadingAnimationEl.className = "loader";
+
+            let loadingEl = document.createElement("div");
+            loadingEl.style.position = "fixed";
+            loadingEl.style.top = "0";
+            loadingEl.style.right = "0";
+            loadingEl.style.bottom = "0";
+            loadingEl.style.left = "0";
+            loadingEl.style.display = "flex";
+            loadingEl.style.justifyContent = "center";
+            loadingEl.style.alignItems = "center";
+            loadingEl.style.backgroundColor = "rgba(0, 0, 0, 0.5)"; // Semi-transparent black
+
+            loadingEl.append(loadingTextEl, loadingAnimationEl);
+            document.body.appendChild(loadingEl);
 
             let response = await fetch(`/api/chat/sessions?agent_slug=${agentSlug}`, { method: "POST" });
             let data = await response.json();
diff --git a/src/khoj/interface/web/chat.html b/src/khoj/interface/web/chat.html
index cf7d1598..ad8ced27 100644
--- a/src/khoj/interface/web/chat.html
+++ b/src/khoj/interface/web/chat.html
@@ -149,7 +149,6 @@ To get started, just start typing below. You can also type / to see a list of co
         }
 
         function generateOnlineReference(reference, index) {
-
             // Generate HTML for Chat Reference
             let title = reference.title || reference.link;
             let link = reference.link;
@@ -170,7 +169,7 @@ To get started, just start typing below. You can also type / to see a list of co
             linkElement.textContent = title;
 
             let referenceButton = document.createElement('button');
-            referenceButton.innerHTML = linkElement.outerHTML;
+            referenceButton.appendChild(linkElement);
             referenceButton.id = `ref-${index}`;
             referenceButton.classList.add("reference-button");
             referenceButton.classList.add("collapsed");
@@ -181,11 +180,12 @@ To get started, just start typing below. You can also type / to see a list of co
                 if (this.classList.contains("collapsed")) {
                     this.classList.remove("collapsed");
                     this.classList.add("expanded");
-                    this.innerHTML = linkElement.outerHTML + `<br><br>${question + snippet}`;
+                    this.innerHTML = `${linkElement.outerHTML}<br><br>${question}${snippet}`;
                 } else {
                     this.classList.add("collapsed");
                     this.classList.remove("expanded");
-                    this.innerHTML = linkElement.outerHTML;
+                    this.innerHTML = "";
+                    this.appendChild(linkElement);
                 }
             });
 
@@ -578,7 +578,7 @@ To get started, just start typing below. You can also type / to see a list of co
 
             let referenceExpandButton = document.createElement('button');
             referenceExpandButton.classList.add("reference-expand-button");
-            referenceExpandButton.innerHTML = numReferences == 1 ? "1 reference" : `${numReferences} references`;
+            referenceExpandButton.textContent = numReferences == 1 ? "1 reference" : `${numReferences} references`;
 
             referenceExpandButton.addEventListener('click', function() {
                 if (referenceSection.classList.contains("collapsed")) {
@@ -888,7 +888,7 @@ To get started, just start typing below. You can also type / to see a list of co
             if (overlayText == null) {
                 dropzone.classList.add('dragover');
                 var overlayText = document.createElement("div");
-                overlayText.innerHTML = "Select file(s) or drag + drop it here to share it with Khoj";
+                overlayText.textContent = "Select file(s) or drag + drop it here to share it with Khoj";
                 overlayText.className = "dropzone-overlay";
                 overlayText.id = "dropzone-overlay";
                 dropzone.appendChild(overlayText);
@@ -949,7 +949,7 @@ To get started, just start typing below. You can also type / to see a list of co
             if (overlayText != null) {
                 // Display loading spinner
                 var loadingSpinner = document.createElement("div");
-                overlayText.innerHTML = "Uploading file(s) for indexing";
+                overlayText.textContent = "Uploading file(s) for indexing";
                 loadingSpinner.className = "spinner";
                 overlayText.appendChild(loadingSpinner);
             }
@@ -1042,7 +1042,7 @@ To get started, just start typing below. You can also type / to see a list of co
 
                 if (overlayText == null) {
                     var overlayText = document.createElement("div");
-                    overlayText.innerHTML = "Drop file to share it with Khoj";
+                    overlayText.textContent = "Drop file to share it with Khoj";
                     overlayText.className = "dropzone-overlay";
                     overlayText.id = "dropzone-overlay";
                     this.appendChild(overlayText);
@@ -1179,11 +1179,15 @@ To get started, just start typing below. You can also type / to see a list of co
             websocket.onclose = function(event) {
                 websocket = null;
                 console.log("WebSocket is closed now.");
+                let setupWebSocketButton = document.createElement("button");
+                setupWebSocketButton.textContent = "Reconnect to Server";
+                setupWebSocketButton.onclick = setupWebSocket;
                 let statusDotIcon = document.getElementById("connection-status-icon");
                 statusDotIcon.style.backgroundColor = "red";
                 let statusDotText = document.getElementById("connection-status-text");
+                statusDotText.innerHTML = "";
                 statusDotText.style.marginTop = "5px";
-                statusDotText.innerHTML = '<button onclick="setupWebSocket()">Reconnect to Server</button>';
+                statusDotText.appendChild(setupWebSocketButton);
             }
             websocket.onerror = function(event) {
                 console.log("WebSocket error observed:", event);
@@ -1434,7 +1438,7 @@ To get started, just start typing below. You can also type / to see a list of co
                         questionStarterSuggestions.innerHTML = "";
                         data.forEach((questionStarter) => {
                             let questionStarterButton = document.createElement('button');
-                            questionStarterButton.innerHTML = questionStarter;
+                            questionStarterButton.textContent = questionStarter;
                             questionStarterButton.classList.add("question-starter");
                             questionStarterButton.addEventListener('click', function() {
                                 questionStarterSuggestions.style.display = "none";
@@ -1606,7 +1610,7 @@ To get started, just start typing below. You can also type / to see a list of co
 
             let closeButton = document.createElement('button');
             closeButton.id = "close-button";
-            closeButton.innerHTML = "Close";
+            closeButton.textContent = "Close";
             closeButton.classList.add("close-button");
             closeButton.addEventListener('click', function() {
                 modal.remove();
@@ -1660,7 +1664,7 @@ To get started, just start typing below. You can also type / to see a list of co
                             let threeDotMenu = document.createElement('div');
                             threeDotMenu.classList.add("three-dot-menu");
                             let threeDotMenuButton = document.createElement('button');
-                            threeDotMenuButton.innerHTML = "⋮";
+                            threeDotMenuButton.textContent = "⋮";
                             threeDotMenuButton.classList.add("three-dot-menu-button");
                             threeDotMenuButton.addEventListener('click', function(event) {
                                 event.stopPropagation();
@@ -1679,7 +1683,7 @@ To get started, just start typing below. You can also type / to see a list of co
                                 conversationMenu.classList.add("conversation-menu");
 
                                 let editTitleButton = document.createElement('button');
-                                editTitleButton.innerHTML = "Rename";
+                                editTitleButton.textContent = "Rename";
                                 editTitleButton.classList.add("edit-title-button");
                                 editTitleButton.classList.add("three-dot-menu-button-item");
                                 editTitleButton.addEventListener('click', function(event) {
@@ -1713,7 +1717,7 @@ To get started, just start typing below. You can also type / to see a list of co
 
                                     conversationTitleInputBox.appendChild(conversationTitleInput);
                                     let conversationTitleInputButton = document.createElement('button');
-                                    conversationTitleInputButton.innerHTML = "Save";
+                                    conversationTitleInputButton.textContent = "Save";
                                     conversationTitleInputButton.classList.add("three-dot-menu-button-item");
                                     conversationTitleInputButton.addEventListener('click', function(event) {
                                         event.stopPropagation();
@@ -1737,7 +1741,7 @@ To get started, just start typing below. You can also type / to see a list of co
                                 threeDotMenu.appendChild(conversationMenu);
 
                                 let shareButton = document.createElement('button');
-                                shareButton.innerHTML = "Share";
+                                shareButton.textContent = "Share";
                                 shareButton.type = "button";
                                 shareButton.classList.add("share-conversation-button");
                                 shareButton.classList.add("three-dot-menu-button-item");
@@ -1804,7 +1808,7 @@ To get started, just start typing below. You can also type / to see a list of co
 
                                 let deleteButton = document.createElement('button');
                                 deleteButton.type = "button";
-                                deleteButton.innerHTML = "Delete";
+                                deleteButton.textContent = "Delete";
                                 deleteButton.classList.add("delete-conversation-button");
                                 deleteButton.classList.add("three-dot-menu-button-item");
                                 deleteButton.addEventListener('click', function(event) {
@@ -1968,12 +1972,16 @@ To get started, just start typing below. You can also type / to see a list of co
                 }
                 allFiles = data;
                 var nofilesmessage = document.getElementsByClassName("no-files-message")[0];
+                nofilesmessage.innerHTML = "";
                 if(allFiles.length === 0){
-                    nofilesmessage.innerHTML = `<a class="inline-chat-link" href="https://docs.khoj.dev/category/clients/">How to upload files</a>`;
+                    let inlineChatLinkEl = document.createElement('a');
+                    inlineChatLinkEl.className = "inline-chat-link";
+                    inlineChatLinkEl.href = "https://docs.khoj.dev/category/clients/";
+                    inlineChatLinkEl.textContent = "How to upload files";
+                    nofilesmessage.appendChild(inlineChatLinkEl);
                     document.getElementsByClassName("file-toggle-button")[0].style.display = "none";
                 }
                 else{
-                    nofilesmessage.innerHTML = "";
                     document.getElementsByClassName("file-toggle-button")[0].style.display = "block";
                 }
             })
diff --git a/src/khoj/interface/web/config.html b/src/khoj/interface/web/config.html
index 88725c64..be47660f 100644
--- a/src/khoj/interface/web/config.html
+++ b/src/khoj/interface/web/config.html
@@ -163,10 +163,6 @@
             <div class="section-cards">
                 <div class="finalize-buttons">
                     <button id="sync" type="submit" title="Regenerate index from scratch for Notion, GitHub configuration" style="display: flex; justify-content: center;">
-                        <img class="card-icon" src="/static/assets/icons/sync.svg" alt="Sync">
-                        <h3 class="card-title">
-                            Sync
-                        </h3>
                     </button>
                 </div>
             </div>
@@ -408,7 +404,8 @@
         .then(data => {
             if (data.status == "ok") {
                 let notificationBanner = document.getElementById("notification-banner");
-                notificationBanner.innerHTML = "Profile name has been updated!";
+                notificationBanner.innerHTML = "";
+                notificationBanner.textContent = "Profile name has been updated!";
                 notificationBanner.style.display = "block";
                 setTimeout(function() {
                     notificationBanner.style.display = "none";
@@ -420,8 +417,9 @@
     function updateVoiceModel() {
         const voiceModel = document.getElementById("voice-models").value;
         const saveVoiceModelButton = document.getElementById("save-voice-model");
+        saveVoiceModelButton.innerHTML = "";
         saveVoiceModelButton.disabled = true;
-        saveVoiceModelButton.innerHTML = "Saving...";
+        saveVoiceModelButton.textContent = "Saving...";
 
         fetch('/api/config/data/voice/model?id=' + voiceModel, {
             method: 'POST',
@@ -432,18 +430,19 @@
         .then(response => response.json())
         .then(data => {
             if (data.status == "ok") {
-                saveVoiceModelButton.innerHTML = "Save";
+                saveVoiceModelButton.textContent = "Save";
                 saveVoiceModelButton.disabled = false;
 
                 let notificationBanner = document.getElementById("notification-banner");
-                notificationBanner.innerHTML = "Voice model has been updated!";
+                notificationBanner.innerHTML = "";
+                notificationBanner.textContent = "Voice model has been updated!";
                 notificationBanner.style.display = "block";
                 setTimeout(function() {
                     notificationBanner.style.display = "none";
                 }, 5000);
 
             } else {
-                saveVoiceModelButton.innerHTML = "Error";
+                saveVoiceModelButton.textContent = "Error";
                 saveVoiceModelButton.disabled = false;
             }
         })
@@ -453,7 +452,8 @@
         const chatModel = document.getElementById("chat-models").value;
         const saveModelButton = document.getElementById("save-chat-model");
         saveModelButton.disabled = true;
-        saveModelButton.innerHTML = "Saving...";
+        saveModelButton.innerHTML = "";
+        saveModelButton.textContent = "Saving...";
 
         fetch('/api/config/data/conversation/model?id=' + chatModel, {
             method: 'POST',
@@ -464,18 +464,19 @@
         .then(response => response.json())
         .then(data => {
             if (data.status == "ok") {
-                saveModelButton.innerHTML = "Save";
+                saveModelButton.textContent = "Save";
                 saveModelButton.disabled = false;
 
                 let notificationBanner = document.getElementById("notification-banner");
-                notificationBanner.innerHTML = "Conversation model has been updated!";
+                notificationBanner.innerHTML = "";
+                notificationBanner.textContent = "Conversation model has been updated!";
                 notificationBanner.style.display = "block";
                 setTimeout(function() {
                     notificationBanner.style.display = "none";
                 }, 5000);
 
             } else {
-                saveModelButton.innerHTML = "Error";
+                saveModelButton.textContent = "Error";
                 saveModelButton.disabled = false;
             }
         })
@@ -489,8 +490,9 @@
 
         const searchModel = document.getElementById("search-models").value;
         const saveSearchModelButton = document.getElementById("save-search-model");
+        saveSearchModelButton.innerHTML = "";
         saveSearchModelButton.disabled = true;
-        saveSearchModelButton.innerHTML = "Saving...";
+        saveSearchModelButton.textContent = "Saving...";
 
         fetch('/api/config/data/search/model?id=' + searchModel, {
             method: 'POST',
@@ -501,15 +503,16 @@
         .then(response => response.json())
         .then(data => {
             if (data.status == "ok") {
-                saveSearchModelButton.innerHTML = "Save";
+                saveSearchModelButton.textContent = "Save";
                 saveSearchModelButton.disabled = false;
             } else {
-                saveSearchModelButton.innerHTML = "Error";
+                saveSearchModelButton.textContent = "Error";
                 saveSearchModelButton.disabled = false;
             }
 
             let notificationBanner = document.getElementById("notification-banner");
-            notificationBanner.innerHTML = "Khoj can now better understand the language of your content! Manually sync your data from one of the Khoj clients to update your knowledge base.";
+            notificationBanner.innerHTML = "";
+            notificationBanner.textContent = "Khoj can now better understand the language of your content! Manually sync your data from one of the Khoj clients to update your knowledge base.";
             notificationBanner.style.display = "block";
             setTimeout(function() {
                 notificationBanner.style.display = "none";
@@ -607,23 +610,38 @@
         })
     }
 
-    var sync = document.getElementById("sync");
-    sync.addEventListener("click", function(event) {
+    function populateSyncButton() {
+        let syncIconEl = document.createElement("img");
+        syncIconEl.className = "card-icon";
+        syncIconEl.src = "/static/assets/icons/sync.svg";
+        syncIconEl.alt = "Sync";
+
+        let syncButtonTitleEl = document.createElement("h3");
+        syncButtonTitleEl.className = "card-title";
+        syncButtonTitleEl.textContent = "Sync";
+
+        return [syncButtonTitleEl, syncIconEl];
+    }
+
+    var syncButtonEl = document.getElementById("sync");
+    syncButtonEl.innerHTML = "";
+    syncButtonEl.append(...populateSyncButton());
+    syncButtonEl.addEventListener("click", function(event) {
         event.preventDefault();
         updateIndex(
             force=true,
             successText="Synced!",
             errorText="Unable to sync. Raise issue on Khoj <a href='https://github.com/khoj-ai/khoj/issues'>Github</a> or <a href='https://discord.gg/BDgyabRM6e'>Discord</a>.",
-            button=sync,
+            button=syncButtonEl,
             loadingText="Syncing...",
             emoji="");
     });
 
     function updateIndex(force, successText, errorText, button, loadingText, emoji) {
         const csrfToken = document.cookie.split('; ').find(row => row.startsWith('csrftoken'))?.split('=')[1];
-        const original_html = button.innerHTML;
         button.disabled = true;
-        button.innerHTML = emoji + " " + loadingText;
+        button.innerHTML = ""
+        button.textContent = emoji + " " + loadingText;
         fetch('/api/update?&client=web&force=' + force, {
             method: 'GET',
             headers: {
@@ -640,19 +658,19 @@
             document.getElementById("status").style.display = "none";
 
             button.disabled = false;
-            button.innerHTML = `✅ ${successText}`;
+            button.textContent = `✅ ${successText}`;
             setTimeout(function() {
-                button.innerHTML = original_html;
+                button.append(...populateSyncButton());
             }, 2000);
         })
         .catch((error) => {
             console.error('Error:', error);
-            document.getElementById("status").innerHTML = emoji + " " + errorText
+            document.getElementById("status").textContent = emoji + " " + errorText
             document.getElementById("status").style.display = "block";
             button.disabled = false;
-            button.innerHTML = '⚠️ Unsuccessful';
+            button.textContent = '⚠️ Unsuccessful';
             setTimeout(function() {
-                button.innerHTML = original_html;
+                button.append(...populateSyncButton());
             }, 2000);
         });
 
@@ -687,7 +705,7 @@
         })
         .then(response => response.json())
         .then(tokenObj => {
-            apiKeyList.innerHTML += generateTokenRow(tokenObj);
+            apiKeyList.appendChild(generateTokenRow(tokenObj));
         });
     }
 
@@ -696,16 +714,16 @@
         navigator.clipboard.writeText(token);
         // Flash the API key copied icon
         const apiKeyColumn = document.getElementById(`api-key-${token}`);
-        const original_html = apiKeyColumn.innerHTML;
+        const original_text = apiKeyColumn.textContent;
         const copyApiKeyButton = document.getElementById(`api-key-copy-${token}`);
         setTimeout(function() {
             copyApiKeyButton.src = "/static/assets/icons/copy-button-success.svg";
             setTimeout(() => {
                 copyApiKeyButton.src = "/static/assets/icons/copy-button.svg";
             }, 1000);
-            apiKeyColumn.innerHTML = "✅ Copied!";
+            apiKeyColumn.textContent = "✅ Copied!";
             setTimeout(function() {
-                apiKeyColumn.innerHTML = original_html;
+                apiKeyColumn.textContent = original_text;
             }, 1000);
         }, 100);
     }
@@ -728,16 +746,50 @@
         let tokenName = tokenObj.name;
         let truncatedToken = token.slice(0, 4) + "..." + token.slice(-4);
         let tokenId = `${tokenName}-${truncatedToken}`;
-        return `
-            <tr id="api-key-item-${token}">
-                <td><b>${tokenName}</b></td>
-                <td id="api-key-${token}">${truncatedToken}</td>
-                <td>
-                    <img id="api-key-copy-${token}" onclick="copyAPIKey('${token}')" class="configured-icon api-key-action enabled" src="/static/assets/icons/copy-button.svg" alt="Copy API Key" title="Copy API Key">
-                    <img id="api-key-delete-${token}" onclick="deleteAPIKey('${token}')" class="configured-icon api-key-action enabled" src="/static/assets/icons/delete.svg" alt="Delete API Key" title="Delete API Key">
-                </td>
-            </tr>
-        `;
+
+        // Create API Key Row
+        let apiKeyItemEl = document.createElement("tr");
+        apiKeyItemEl.id = `api-key-item-${token}`;
+
+        // API Key Name Row
+        let apiKeyNameEl = document.createElement("td");
+        let apiKeyNameTextEl = document.createElement("b");
+        apiKeyNameTextEl.textContent = tokenName;
+
+        // API Key Token Row
+        let apiKeyTokenEl = document.createElement("td");
+        apiKeyTokenEl.id = `api-key-${token}`;
+        apiKeyTokenEl.textContent = truncatedToken;
+
+        // API Key Actions Row
+        let apiKeyActionsEl = document.createElement("td");
+        // Copy API Key Button
+        let copyApiKeyButtonEl = document.createElement("img");
+        copyApiKeyButtonEl.id = `api-key-copy-${token}`;
+        copyApiKeyButtonEl.className = "configured-icon api-key-action enabled";
+        copyApiKeyButtonEl.src = "/static/assets/icons/copy-button.svg";
+        copyApiKeyButtonEl.alt = "Copy API Key";
+        copyApiKeyButtonEl.title = "Copy API Key";
+        copyApiKeyButtonEl.onclick = function() {
+            copyAPIKey(token);
+        };
+        // Delete API Key Button
+        let deleteApiKeyButtonEl = document.createElement("img");
+        deleteApiKeyButtonEl.id = `api-key-delete-${token}`;
+        deleteApiKeyButtonEl.className = "configured-icon api-key-action enabled";
+        deleteApiKeyButtonEl.src = "/static/assets/icons/delete.svg";
+        deleteApiKeyButtonEl.alt = "Delete API Key";
+        deleteApiKeyButtonEl.title = "Delete API Key";
+        deleteApiKeyButtonEl.onclick = function() {
+            deleteAPIKey(token);
+        };
+
+        // Construct the API Key Row
+        apiKeyNameEl.append(apiKeyNameTextEl);
+        apiKeyActionsEl.append(copyApiKeyButtonEl, deleteApiKeyButtonEl);
+        apiKeyItemEl.append(apiKeyNameEl, apiKeyTokenEl, apiKeyActionsEl);
+
+        return apiKeyItemEl;
     }
 
     function listApiKeys() {
@@ -746,7 +798,7 @@
             .then(response => response.json())
             .then(tokens => {
                 if (!tokens?.length > 0) return;
-                apiKeyList.innerHTML = tokens?.map(generateTokenRow).join("");
+                apiKeyList.append(...tokens?.map(generateTokenRow));
             });
     }
 
@@ -754,11 +806,11 @@
     listApiKeys();
 
     function getIndexedDataSize() {
-        document.getElementById("indexed-data-size").innerHTML = "Calculating...";
+        document.getElementById("indexed-data-size").textContent = "Calculating...";
         fetch('/api/config/index/size')
             .then(response => response.json())
             .then(data => {
-                document.getElementById("indexed-data-size").innerHTML = data.indexed_data_size_in_mb + " MB used";
+                document.getElementById("indexed-data-size").textContent = data.indexed_data_size_in_mb + " MB used";
             });
     }
 
@@ -787,7 +839,7 @@
             .catch(() => callback("us"))
         },
         separateDialCode: true,
-        utilsScript: "https://cdn.jsdelivr.net/npm/intl-tel-input@18.2.1/build/js/utils.js",
+        utilsScript: "https://assets.khoj.dev/intl-tel-input/utils.js",
     });
 
     const errorMap = ["Invalid number", "Invalid country code", "Too short", "Too long", "Invalid number"];
@@ -858,7 +910,7 @@
     phonenumberVerifyButton.addEventListener("click", () => {
         console.log(iti.getValidationError());
         if (iti.isValidNumber() == false) {
-            phoneNumberUpdateCallback.innerHTML = "Invalid phone number: " + errorMap[iti.getValidationError()];
+            phoneNumberUpdateCallback.textContent = "Invalid phone number: " + errorMap[iti.getValidationError()];
             phoneNumberUpdateCallback.style.display = "block";
             setTimeout(function() {
                 phoneNumberUpdateCallback.style.display = "none";
@@ -875,12 +927,12 @@
             .then(data => {
                 if (data.status == "ok") {
                     if (isTwilioEnabled == "True" || isTwilioEnabled == "true") {
-                        phoneNumberUpdateCallback.innerHTML = "OTP sent to your phone number";
+                        phoneNumberUpdateCallback.textContent = "OTP sent to your phone number";
                         phonenumberVerifyOTPButton.style.display = "block";
                         phonenumberOTPInput.style.display = "block";
                     } else {
                         phonenumberVerifiedText.style.display = "block";
-                        phoneNumberUpdateCallback.innerHTML = "Phone number updated";
+                        phoneNumberUpdateCallback.textContent = "Phone number updated";
                         phonenumberUnverifiedText.style.display = "none";
                     }
                     phonenumberVerifyButton.style.display = "none";
@@ -889,7 +941,7 @@
                         phoneNumberUpdateCallback.style.display = "none";
                     }, 5000);
                 } else {
-                    phoneNumberUpdateCallback.innerHTML = "Error updating phone number";
+                    phoneNumberUpdateCallback.textContent = "Error updating phone number";
                     phoneNumberUpdateCallback.style.display = "block";
                     setTimeout(function() {
                         phoneNumberUpdateCallback.style.display = "none";
@@ -898,7 +950,7 @@
             })
             .catch((error) => {
                 console.error('Error:', error);
-                phoneNumberUpdateCallback.innerHTML = "Error updating phone number";
+                phoneNumberUpdateCallback.textContent = "Error updating phone number";
                 phoneNumberUpdateCallback.style.display = "block";
                 setTimeout(function() {
                     phoneNumberUpdateCallback.style.display = "none";
@@ -910,7 +962,7 @@
     phonenumberVerifyOTPButton.addEventListener("click", () => {
         const otp = phonenumberOTPInput.value;
         if (otp.length != 6) {
-            phoneNumberUpdateCallback.innerHTML = "Your OTP should be exactly 6 digits";
+            phoneNumberUpdateCallback.textContent = "Your OTP should be exactly 6 digits";
             phoneNumberUpdateCallback.style.display = "block";
             setTimeout(function() {
                 phoneNumberUpdateCallback.style.display = "none";
@@ -927,7 +979,7 @@
         .then(response => response.json())
         .then(data => {
             if (data.status == "ok") {
-                phoneNumberUpdateCallback.innerHTML = "Phone number updated";
+                phoneNumberUpdateCallback.textContent = "Phone number updated";
                 phonenumberVerifiedText.style.display = "block";
                 phonenumberUnverifiedText.style.display = "none";
                 phoneNumberUpdateCallback.style.display = "block";
@@ -939,7 +991,7 @@
                     phoneNumberUpdateCallback.style.display = "none";
                 }, 5000);
             } else {
-                phoneNumberUpdateCallback.innerHTML = "Error updating phone number";
+                phoneNumberUpdateCallback.textContent = "Error updating phone number";
                 phoneNumberUpdateCallback.style.display = "block";
                 setTimeout(function() {
                     phoneNumberUpdateCallback.style.display = "none";
@@ -948,7 +1000,7 @@
         })
         .catch((error) => {
             console.error('Error:', error);
-            phoneNumberUpdateCallback.innerHTML = "Error updating phone number";
+            phoneNumberUpdateCallback.textContent = "Error updating phone number";
             phoneNumberUpdateCallback.style.display = "block";
             setTimeout(function() {
                 phoneNumberUpdateCallback.style.display = "none";
diff --git a/src/khoj/interface/web/content_source_computer_input.html b/src/khoj/interface/web/content_source_computer_input.html
index 77816f35..49f8bdc5 100644
--- a/src/khoj/interface/web/content_source_computer_input.html
+++ b/src/khoj/interface/web/content_source_computer_input.html
@@ -56,7 +56,10 @@
 
                 if (data.length == 0) {
                     document.getElementById("delete-all-files").style.display = "none";
-                    indexedFiles.innerHTML = "<div class='card-description'>No documents synced with Khoj</div>";
+                    let noFilesElement = document.createElement("div");
+                    noFilesElement.classList.add("card-description");
+                    noFilesElement.textContent = "No documents synced with Khoj";
+                    indexedFiles.appendChild(noFilesElement);
                 } else {
                     document.getElementById("get-desktop-client").style.display = "none";
                     document.getElementById("delete-all-files").style.display = "block";
@@ -86,14 +89,14 @@
 
                     let fileNameElement = document.createElement("div");
                     fileNameElement.classList.add("content-name");
-                    fileNameElement.innerHTML = filename;
+                    fileNameElement.textContent = filename;
                     fileElement.appendChild(fileNameElement);
 
                     let buttonContainer = document.createElement("div");
                     buttonContainer.classList.add("remove-button-container");
                     let removeFileButton = document.createElement("button");
                     removeFileButton.classList.add("remove-file-button");
-                    removeFileButton.innerHTML = "🗑️";
+                    removeFileButton.textContent = "🗑️";
                     removeFileButton.addEventListener("click", ((filename) => {
                         return () => {
                             removeFile(filename);
diff --git a/src/khoj/interface/web/content_source_github_input.html b/src/khoj/interface/web/content_source_github_input.html
index a7d6ccdf..875ad5e3 100644
--- a/src/khoj/interface/web/content_source_github_input.html
+++ b/src/khoj/interface/web/content_source_github_input.html
@@ -70,18 +70,50 @@
         repo.classList.add("repo");
         const id = Date.now();
         repo.id = "repo-card-" + id;
-        repo.innerHTML = `
-            <label for="repo-owner">Repository Owner</label>
-            <input type="text" id="repo-owner" name="repo_owner">
-            <label for="repo-name">Repository Name</label>
-            <input type="text" id="repo-name" name="repo_name">
-            <label for="repo-branch">Repository Branch</label>
-            <input type="text" id="repo-branch" name="repo_branch">
-            <button type="button"
-                    class="remove-repo-button"
-                    onclick="remove_repo(${id})"
-                    id="remove-repo-button-${id}">Remove Repository</button>
-        `;
+
+        // Create repo owner, name, branch elements
+        let repoOwnerLabel = document.createElement("label");
+        repoOwnerLabel.textContent = "Repository Owner";
+        repoOwnerLabel.for = "repo-owner";
+
+        let repoOwner = document.createElement("input");
+        repoOwner.type = "text";
+        repoOwner.id = "repo-owner-" + id;
+        repoOwner.name = "repo_owner";
+
+        let repoNameLabel = document.createElement("label");
+        repoNameLabel.textContent = "Repository Name";
+        repoNameLabel.for = "repo-name";
+
+        let repoName = document.createElement("input");
+        repoName.type = "text";
+        repoName.id = "repo-name-" + id;
+        repoName.name = "repo_name";
+
+        let repoBranchLabel = document.createElement("label");
+        repoBranchLabel.textContent = "Repository Branch";
+        repoBranchLabel.for = "repo-branch";
+
+        let repoBranch = document.createElement("input");
+        repoBranch.type = "text";
+        repoBranch.id = "repo-branch-" + id;
+        repoBranch.name = "repo_branch";
+
+        let removeRepoButton = document.createElement("button");
+        removeRepoButton.type = "button";
+        removeRepoButton.classList.add("remove-repo-button");
+        removeRepoButton.onclick = function() { remove_repo(id); };
+        removeRepoButton.id = "remove-repo-button-" + id;
+        removeRepoButton.textContent = "Remove Repository";
+
+        // Append elements to repo card
+        repo.append(
+            repoOwnerLabel, repoOwner,
+            repoNameLabel, repoName,
+            repoBranchLabel, repoBranch,
+            removeRepoButton
+        );
+
         document.getElementById("repositories").appendChild(repo);
     })
 
@@ -95,7 +127,7 @@
         const pat_token = document.getElementById("pat-token").value;
 
         if (pat_token == "") {
-            document.getElementById("success").innerHTML = "❌ Please enter a Personal Access Token.";
+            document.getElementById("success").textContent = "❌ Please enter a Personal Access Token.";
             document.getElementById("success").style.display = "block";
             return;
         }
@@ -122,14 +154,14 @@
         }
 
         if (repos.length == 0) {
-            document.getElementById("success").innerHTML = "❌ Please add at least one repository.";
+            document.getElementById("success").textContent = "❌ Please add at least one repository.";
             document.getElementById("success").style.display = "block";
             return;
         }
 
         const submitButton = document.getElementById("submit");
         submitButton.disabled = true;
-        submitButton.innerHTML = "Saving...";
+        submitButton.textContent = "Saving...";
 
         // Save Github config on server
         const csrfToken = document.cookie.split('; ').find(row => row.startsWith('csrftoken'))?.split('=')[1];
@@ -147,11 +179,11 @@
         .then(response => response.json())
         .then(data => { data["status"] === "ok" ? data : Promise.reject(data) })
         .catch(error => {
-            document.getElementById("success").innerHTML = "⚠️ Failed to save Github settings.";
+            document.getElementById("success").textContent = "⚠️ Failed to save Github settings.";
             document.getElementById("success").style.display = "block";
-            submitButton.innerHTML = "⚠️ Failed to save settings";
+            submitButton.textContent = "⚠️ Failed to save settings";
             setTimeout(function() {
-                submitButton.innerHTML = "Save";
+                submitButton.textContent = "Save";
                 submitButton.disabled = false;
             }, 2000);
             return;
@@ -163,18 +195,18 @@
         .then(data => { data["status"] == "ok" ? data : Promise.reject(data) })
         .then(data => {
             document.getElementById("success").style.display = "none";
-            submitButton.innerHTML = "✅ Successfully updated";
+            submitButton.textContent = "✅ Successfully updated";
             setTimeout(function() {
-                submitButton.innerHTML = "Save";
+                submitButton.textContent = "Save";
                 submitButton.disabled = false;
             }, 2000);
         })
         .catch(error => {
-            document.getElementById("success").innerHTML = "⚠️ Failed to save Github content.";
+            document.getElementById("success").textContent = "⚠️ Failed to save Github content.";
             document.getElementById("success").style.display = "block";
-            submitButton.innerHTML = "⚠️ Failed to save content";
+            submitButton.textContent = "⚠️ Failed to save content";
             setTimeout(function() {
-                submitButton.innerHTML = "Save";
+                submitButton.textContent = "Save";
                 submitButton.disabled = false;
             }, 2000);
         });
diff --git a/src/khoj/interface/web/content_source_notion_input.html b/src/khoj/interface/web/content_source_notion_input.html
index 176da713..d03d4b67 100644
--- a/src/khoj/interface/web/content_source_notion_input.html
+++ b/src/khoj/interface/web/content_source_notion_input.html
@@ -34,14 +34,14 @@
         const token = document.getElementById("token").value;
 
         if (token == "") {
-            document.getElementById("success").innerHTML = "❌ Please enter a Notion Token.";
+            document.getElementById("success").textContent = "❌ Please enter a Notion Token.";
             document.getElementById("success").style.display = "block";
             return;
         }
 
         const submitButton = document.getElementById("submit");
         submitButton.disabled = true;
-        submitButton.innerHTML = "Syncing...";
+        submitButton.textContent = "Syncing...";
 
         // Save Notion config on server
         const csrfToken = document.cookie.split('; ').find(row => row.startsWith('csrftoken'))?.split('=')[1];
@@ -58,11 +58,11 @@
         .then(response => response.json())
         .then(data => { data["status"] === "ok" ? data : Promise.reject(data) })
         .catch(error => {
-            document.getElementById("success").innerHTML = "⚠️ Failed to save Notion settings.";
+            document.getElementById("success").textContent = "⚠️ Failed to save Notion settings.";
             document.getElementById("success").style.display = "block";
-            submitButton.innerHTML = "⚠️ Failed to save settings";
+            submitButton.textContent = "⚠️ Failed to save settings";
             setTimeout(function() {
-                submitButton.innerHTML = "Save";
+                submitButton.textContent = "Save";
                 submitButton.disabled = false;
             }, 2000);
             return;
@@ -74,18 +74,18 @@
         .then(data => { data["status"] == "ok" ? data : Promise.reject(data) })
         .then(data => {
             document.getElementById("success").style.display = "none";
-            submitButton.innerHTML = "✅ Successfully updated";
+            submitButton.textContent = "✅ Successfully updated";
             setTimeout(function() {
-                submitButton.innerHTML = "Save";
+                submitButton.textContent = "Save";
                 submitButton.disabled = false;
             }, 2000);
         })
         .catch(error => {
-            document.getElementById("success").innerHTML = "⚠️ Failed to save Notion content.";
+            document.getElementById("success").textContent = "⚠️ Failed to save Notion content.";
             document.getElementById("success").style.display = "block";
-            submitButton.innerHTML = "⚠️ Failed to save content";
+            submitButton.textContent = "⚠️ Failed to save content";
             setTimeout(function() {
-                submitButton.innerHTML = "Save";
+                submitButton.textContent = "Save";
                 submitButton.disabled = false;
             }, 2000);
         });
diff --git a/src/khoj/interface/web/public_conversation.html b/src/khoj/interface/web/public_conversation.html
index b483b3b7..888d03b3 100644
--- a/src/khoj/interface/web/public_conversation.html
+++ b/src/khoj/interface/web/public_conversation.html
@@ -127,7 +127,7 @@ To get started, just start typing below. You can also type / to see a list of co
             linkElement.textContent = title;
 
             let referenceButton = document.createElement('button');
-            referenceButton.innerHTML = linkElement.outerHTML;
+            referenceButton.appendChild(linkElement);
             referenceButton.id = `ref-${index}`;
             referenceButton.classList.add("reference-button");
             referenceButton.classList.add("collapsed");
@@ -138,11 +138,12 @@ To get started, just start typing below. You can also type / to see a list of co
                 if (this.classList.contains("collapsed")) {
                     this.classList.remove("collapsed");
                     this.classList.add("expanded");
-                    this.innerHTML = linkElement.outerHTML + `<br><br>${question + snippet}`;
+                    this.innerHTML = `${linkElement.outerHTML}<br><br>${question + snippet}`;
                 } else {
                     this.classList.add("collapsed");
                     this.classList.remove("expanded");
-                    this.innerHTML = linkElement.outerHTML;
+                    this.innerHTML = "";
+                    this.appendChild(linkElement);
                 }
             });
 
@@ -296,7 +297,7 @@ To get started, just start typing below. You can also type / to see a list of co
             }
 
             let expandButtonText = numReferences == 1 ? "1 reference" : `${numReferences} references`;
-            referenceExpandButton.innerHTML = expandButtonText;
+            referenceExpandButton.textContent = expandButtonText;
 
             references.appendChild(referenceSection);
 
@@ -447,7 +448,7 @@ To get started, just start typing below. You can also type / to see a list of co
 
             let referenceExpandButton = document.createElement('button');
             referenceExpandButton.classList.add("reference-expand-button");
-            referenceExpandButton.innerHTML = numReferences == 1 ? "1 reference" : `${numReferences} references`;
+            referenceExpandButton.textContent = numReferences == 1 ? "1 reference" : `${numReferences} references`;
 
             referenceExpandButton.addEventListener('click', function() {
                 if (referenceSection.classList.contains("collapsed")) {
@@ -815,7 +816,7 @@ Learn more [here](https://khoj.dev).
 
             let closeButton = document.createElement('button');
             closeButton.id = "close-button";
-            closeButton.innerHTML = "Close";
+            closeButton.textContent = "Close";
             closeButton.classList.add("close-button");
             closeButton.addEventListener('click', function() {
                 modal.remove();

From b334db0fca44f89554d52fef70da071ee2438558 Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Sun, 23 Jun 2024 23:02:45 +0530
Subject: [PATCH 28/44] Add CSP to web config pages. Load phone no validation
 js, css from S3

---
 src/khoj/interface/web/base_config.html | 13 +++++++++++--
 1 file changed, 11 insertions(+), 2 deletions(-)

diff --git a/src/khoj/interface/web/base_config.html b/src/khoj/interface/web/base_config.html
index d4712206..2e2475ff 100644
--- a/src/khoj/interface/web/base_config.html
+++ b/src/khoj/interface/web/base_config.html
@@ -5,13 +5,22 @@
         <meta name="viewport" content="width=device-width, initial-scale=1.0 maximum-scale=1.0">
         <link rel="icon" type="image/png" sizes="128x128" href="/static/assets/icons/favicon-128x128.png?v={{ khoj_version }}">
         <title>Khoj</title>
+        <meta http-equiv="Content-Security-Policy"
+              content="default-src 'self' https://assets.khoj.dev;
+                       script-src 'self' https://assets.khoj.dev 'unsafe-inline';
+                       connect-src 'self' https://ipapi.co/json;
+                       style-src 'self' https://assets.khoj.dev 'unsafe-inline' https://fonts.googleapis.com;
+                       img-src 'self' data: https://*.khoj.dev https://*.googleusercontent.com;
+                       font-src https://assets.khoj.dev https://fonts.gstatic.com;
+                       child-src 'none';
+                       object-src 'none';">
         <link rel="stylesheet" href="/static/assets/pico.min.css?v={{ khoj_version }}">
         <link rel="stylesheet" href="/static/assets/khoj.css?v={{ khoj_version }}">
         <script
             integrity="sha384-05IkdNHoAlkhrFVUCCN805WC/h4mcI98GUBssmShF2VJAXKyZTrO/TmJ+4eBo0Cy"
             crossorigin="anonymous"
-            src="https://cdnjs.cloudflare.com/ajax/libs/intl-tel-input/17.0.13/js/intlTelInput.min.js"></script>
-        <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/intl-tel-input/17.0.13/css/intlTelInput.css">
+            src="https://assets.khoj.dev/intl-tel-input/intlTelInput.min.js"></script>
+        <link rel="stylesheet" href="https://assets.khoj.dev/intl-tel-input/intlTelInput.css">
     </head>
     <script type="text/javascript" src="/static/assets/utils.js?v={{ khoj_version }}"></script>
     <script type="text/javascript" src="/static/assets/purify.min.js?v={{ khoj_version }}"></script>

From 9bdb48807be68bb4f5cbc87205faea3aa3fabd67 Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Sat, 6 Jul 2024 12:53:19 +0530
Subject: [PATCH 29/44] Ratelimit text to speech model. Validate share chat url
 domain

- Do not log auth error message on server when Resend setup as Magic
  links for sign-in are now supported
---
 src/khoj/routers/api_chat.py | 25 +++++++++++++++++++------
 src/khoj/routers/auth.py     |  8 ++++++--
 2 files changed, 25 insertions(+), 8 deletions(-)

diff --git a/src/khoj/routers/api_chat.py b/src/khoj/routers/api_chat.py
index a42838d9..be28622b 100644
--- a/src/khoj/routers/api_chat.py
+++ b/src/khoj/routers/api_chat.py
@@ -13,6 +13,7 @@ from starlette.authentication import requires
 from starlette.websockets import WebSocketDisconnect
 from websockets import ConnectionClosedOK
 
+from khoj.app.settings import ALLOWED_HOSTS
 from khoj.database.adapters import (
     ConversationAdapters,
     DataStoreAdapters,
@@ -189,7 +190,17 @@ async def sendfeedback(request: Request, data: FeedbackData):
 
 @api_chat.post("/speech")
 @requires(["authenticated", "premium"])
-async def text_to_speech(request: Request, common: CommonQueryParams, text: str):
+async def text_to_speech(
+    request: Request,
+    common: CommonQueryParams,
+    text: str,
+    rate_limiter_per_minute=Depends(
+        ApiUserRateLimiter(requests=5, subscribed_requests=20, window=60, slug="chat_minute")
+    ),
+    rate_limiter_per_day=Depends(
+        ApiUserRateLimiter(requests=5, subscribed_requests=300, window=60 * 60 * 24, slug="chat_day")
+    ),
+) -> Response:
     voice_model = await ConversationAdapters.aget_voice_model_config(request.user.object)
 
     params = {"text_to_speak": text}
@@ -386,17 +397,19 @@ def duplicate_chat_history_public_conversation(
     conversation_id: int,
 ):
     user = request.user.object
+    domain = request.headers.get("host")
+    scheme = request.url.scheme
+
+    # Throw unauthorized exception if domain not in ALLOWED_HOSTS
+    host_domain = domain.split(":")[0]
+    if host_domain not in ALLOWED_HOSTS:
+        raise HTTPException(status_code=401, detail="Unauthorized domain")
 
     # Duplicate Conversation History to Public Conversation
     conversation = ConversationAdapters.get_conversation_by_user(user, request.user.client_app, conversation_id)
-
     public_conversation = ConversationAdapters.make_public_conversation_copy(conversation)
-
     public_conversation_url = PublicConversationAdapters.get_public_conversation_url(public_conversation)
 
-    domain = request.headers.get("host")
-    scheme = request.url.scheme
-
     update_telemetry_state(
         request=request,
         telemetry_type="api",
diff --git a/src/khoj/routers/auth.py b/src/khoj/routers/auth.py
index 8249d66e..e7d28301 100644
--- a/src/khoj/routers/auth.py
+++ b/src/khoj/routers/auth.py
@@ -42,8 +42,12 @@ if not state.anonymous_mode:
         from google.oauth2 import id_token
     except ImportError:
         missing_requirements += ["Install the Khoj production package with `pip install khoj-assistant[prod]`"]
-    if not os.environ.get("GOOGLE_CLIENT_ID") or not os.environ.get("GOOGLE_CLIENT_SECRET"):
-        missing_requirements += ["Set your GOOGLE_CLIENT_ID, GOOGLE_CLIENT_SECRET as environment variables"]
+    if not os.environ.get("RESEND_API_KEY") and (
+        not os.environ.get("GOOGLE_CLIENT_ID") or not os.environ.get("GOOGLE_CLIENT_SECRET")
+    ):
+        missing_requirements += [
+            "Set your RESEND_API_KEY or GOOGLE_CLIENT_ID and GOOGLE_CLIENT_SECRET as environment variables"
+        ]
     if missing_requirements:
         requirements_string = "\n   - " + "\n   - ".join(missing_requirements)
         error_msg = f"🚨 Start Khoj with --anonymous-mode flag or to enable authentication:{requirements_string}"

From 1ab59865b5d1ed6847777f7606718ff01fbeb2c8 Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Sat, 6 Jul 2024 12:55:51 +0530
Subject: [PATCH 30/44] Improve scaling admin flow to delete all entries for
 user

---
 src/khoj/app/settings.py   | 2 +-
 src/khoj/database/admin.py | 5 ++++-
 2 files changed, 5 insertions(+), 2 deletions(-)

diff --git a/src/khoj/app/settings.py b/src/khoj/app/settings.py
index 2cb4440b..93f449ab 100644
--- a/src/khoj/app/settings.py
+++ b/src/khoj/app/settings.py
@@ -112,7 +112,7 @@ ASGI_APPLICATION = "app.asgi.application"
 
 # Database
 # https://docs.djangoproject.com/en/4.2/ref/settings/#databases
-
+DATA_UPLOAD_MAX_NUMBER_FIELDS = 20000
 DATABASES = {
     "default": {
         "ENGINE": "django.db.backends.postgresql",
diff --git a/src/khoj/database/admin.py b/src/khoj/database/admin.py
index 95e3508c..d3e630c3 100644
--- a/src/khoj/database/admin.py
+++ b/src/khoj/database/admin.py
@@ -125,7 +125,10 @@ class EntryAdmin(admin.ModelAdmin):
         "file_path",
     )
     search_fields = ("id", "user__email", "user__username", "file_path")
-    list_filter = ("file_type",)
+    list_filter = (
+        "file_type",
+        "user__email",
+    )
     ordering = ("-created_at",)
 
 

From e6ffb6b52c0d374f1ca3e3db250c8818928ebbc3 Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Sat, 6 Jul 2024 14:41:47 +0530
Subject: [PATCH 31/44] Improve scaling user flow to delete all entries

- Delete entries by batch to improve efficiency of query at scale
- Share code to delete all user entries between it's async, sync methods
- Add indicator to show when files being deleted on web config page
---
 src/khoj/database/adapters/__init__.py        | 40 +++++++++++--------
 .../web/content_source_computer_input.html    | 18 +++++----
 src/khoj/processor/content/text_to_entries.py |  2 +-
 src/khoj/routers/api_config.py                |  2 +-
 4 files changed, 37 insertions(+), 25 deletions(-)

diff --git a/src/khoj/database/adapters/__init__.py b/src/khoj/database/adapters/__init__.py
index 2ea9e9af..3a21a919 100644
--- a/src/khoj/database/adapters/__init__.py
+++ b/src/khoj/database/adapters/__init__.py
@@ -1012,27 +1012,35 @@ class EntryAdapters:
         return deleted_count
 
     @staticmethod
-    def delete_all_entries_by_type(user: KhojUser, file_type: str = None):
-        if file_type is None:
-            deleted_count, _ = Entry.objects.filter(user=user).delete()
-        else:
-            deleted_count, _ = Entry.objects.filter(user=user, file_type=file_type).delete()
+    def get_entries_by_batch(user: KhojUser, batch_size: int, file_type: str = None, file_source: str = None):
+        queryset = Entry.objects.filter(user=user)
+
+        if file_type is not None:
+            queryset = queryset.filter(file_type=file_type)
+
+        if file_source is not None:
+            queryset = queryset.filter(file_source=file_source)
+
+        while queryset.exists():
+            batch_ids = list(queryset.values_list("id", flat=True)[:batch_size])
+            yield Entry.objects.filter(id__in=batch_ids)
+
+    @staticmethod
+    def delete_all_entries(user: KhojUser, file_type: str = None, file_source: str = None, batch_size=1000):
+        deleted_count = 0
+        for batch in EntryAdapters.get_entries_by_batch(user, batch_size, file_type, file_source):
+            count, _ = batch.delete()
+            deleted_count += count
         return deleted_count
 
     @staticmethod
-    def delete_all_entries(user: KhojUser, file_source: str = None):
-        if file_source is None:
-            deleted_count, _ = Entry.objects.filter(user=user).delete()
-        else:
-            deleted_count, _ = Entry.objects.filter(user=user, file_source=file_source).delete()
+    async def adelete_all_entries(user: KhojUser, file_type: str = None, file_source: str = None, batch_size=1000):
+        deleted_count = 0
+        async for batch in EntryAdapters.get_entries_by_batch(user, batch_size, file_type, file_source):
+            count, _ = await batch.adelete()
+            deleted_count += count
         return deleted_count
 
-    @staticmethod
-    async def adelete_all_entries(user: KhojUser, file_source: str = None):
-        if file_source is None:
-            return await Entry.objects.filter(user=user).adelete()
-        return await Entry.objects.filter(user=user, file_source=file_source).adelete()
-
     @staticmethod
     def get_existing_entry_hashes_by_file(user: KhojUser, file_path: str):
         return Entry.objects.filter(user=user, file_path=file_path).values_list("hashed_value", flat=True)
diff --git a/src/khoj/interface/web/content_source_computer_input.html b/src/khoj/interface/web/content_source_computer_input.html
index 77816f35..77ce2287 100644
--- a/src/khoj/interface/web/content_source_computer_input.html
+++ b/src/khoj/interface/web/content_source_computer_input.html
@@ -12,7 +12,7 @@
         </h2>
         <div class="section-manage-files">
             <div id="delete-all-files" class="delete-all-files">
-                <button id="delete-all-files" type="submit" title="Remove all computer files from Khoj">🗑️ Delete all</button>
+                <button id="delete-all-files-button" type="submit" title="Remove all computer files from Khoj">🗑️ Delete all</button>
             </div>
             <div class="indexed-files">
             </div>
@@ -112,9 +112,13 @@
     // Get all currently indexed files on page load
     getAllComputerFilenames();
 
-    let deleteAllComputerFilesButton = document.getElementById("delete-all-files");
+    let deleteAllComputerFilesButton = document.getElementById("delete-all-files-button");
     deleteAllComputerFilesButton.addEventListener("click", function(event) {
         event.preventDefault();
+        originalDeleteAllComputerFilesButtonText = deleteAllComputerFilesButton.textContent;
+        deleteAllComputerFilesButton.textContent = "🗑️ Deleting...";
+        deleteAllComputerFilesButton.disabled = true;
+
         fetch('/api/config/data/content-source/computer', {
             method: 'DELETE',
             headers: {
@@ -122,11 +126,11 @@
             }
         })
         .then(response => response.json())
-        .then(data => {
-            if (data.status == "ok") {
-                getAllComputerFilenames();
-            }
-        })
+        .finally(() => {
+            getAllComputerFilenames();
+            deleteAllComputerFilesButton.textContent = originalDeleteAllComputerFilesButtonText;
+            deleteAllComputerFilesButton.disabled = false;
+        });
     });
 </script>
 {% endblock %}
diff --git a/src/khoj/processor/content/text_to_entries.py b/src/khoj/processor/content/text_to_entries.py
index 49331d6b..af0f95d9 100644
--- a/src/khoj/processor/content/text_to_entries.py
+++ b/src/khoj/processor/content/text_to_entries.py
@@ -137,7 +137,7 @@ class TextToEntries(ABC):
         if regenerate:
             with timer("Cleared existing dataset for regeneration in", logger):
                 logger.debug(f"Deleting all entries for file type {file_type}")
-                num_deleted_entries = EntryAdapters.delete_all_entries_by_type(user, file_type)
+                num_deleted_entries = EntryAdapters.delete_all_entries(user, file_type=file_type)
 
         hashes_to_process = set()
         with timer("Identified entries to add to database in", logger):
diff --git a/src/khoj/routers/api_config.py b/src/khoj/routers/api_config.py
index 10b1044c..58a8abae 100644
--- a/src/khoj/routers/api_config.py
+++ b/src/khoj/routers/api_config.py
@@ -183,7 +183,7 @@ async def remove_content_source_data(
         raise ValueError(f"Invalid content source: {content_source}")
     elif content_object != "Computer":
         await content_object.objects.filter(user=user).adelete()
-    await sync_to_async(EntryAdapters.delete_all_entries)(user, content_source)
+    await sync_to_async(EntryAdapters.delete_all_entries)(user, file_source=content_source)
 
     enabled_content = await sync_to_async(EntryAdapters.get_unique_file_types)(user)
     return {"status": "ok"}

From 6a135b1ed795e0c788ecb7535b7f73946901e782 Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Sat, 6 Jul 2024 15:38:10 +0530
Subject: [PATCH 32/44] Fix degrade in speed of indexing large files. Improve
 summarization

Adding files to the DB for summarization was slow, buggy in two ways:
- We were updating same text of modified files in DB = no of chunks
  per file times

- The `" ".join(file_content)' code was breaking each character in the
  file content by a space. This formats the original file content
  incorrectly before storing in the DB

Because this code ran in the main file indexing path, it was slowing down
file indexing. Knowledge bases with larger files were impacted more strongly
---
 src/khoj/database/adapters/__init__.py        |  2 +-
 src/khoj/processor/content/text_to_entries.py | 23 ++++++++++---------
 2 files changed, 13 insertions(+), 12 deletions(-)

diff --git a/src/khoj/database/adapters/__init__.py b/src/khoj/database/adapters/__init__.py
index 3a21a919..cfbe7ca6 100644
--- a/src/khoj/database/adapters/__init__.py
+++ b/src/khoj/database/adapters/__init__.py
@@ -956,7 +956,7 @@ class FileObjectAdapters:
         return FileObject.objects.create(user=user, file_name=file_name, raw_text=raw_text)
 
     @staticmethod
-    def get_file_objects_by_name(user: KhojUser, file_name: str):
+    def get_file_object_by_name(user: KhojUser, file_name: str):
         return FileObject.objects.filter(user=user, file_name=file_name).first()
 
     @staticmethod
diff --git a/src/khoj/processor/content/text_to_entries.py b/src/khoj/processor/content/text_to_entries.py
index af0f95d9..cdb2e207 100644
--- a/src/khoj/processor/content/text_to_entries.py
+++ b/src/khoj/processor/content/text_to_entries.py
@@ -124,7 +124,7 @@ class TextToEntries(ABC):
         deletion_filenames: Set[str] = None,
         user: KhojUser = None,
         regenerate: bool = False,
-        file_to_text_map: dict[str, List[str]] = None,
+        file_to_text_map: dict[str, str] = None,
     ):
         with timer("Constructed current entry hashes in", logger):
             hashes_by_file = dict[str, set[str]]()
@@ -192,16 +192,17 @@ class TextToEntries(ABC):
             logger.debug(f"Added {len(added_entries)} {file_type} entries to database")
 
         if file_to_text_map:
-            # get the list of file_names using added_entries
-            filenames_to_update = [entry.file_path for entry in added_entries]
-            # for each file_name in filenames_to_update, try getting the file object and updating raw_text and if it fails create a new file object
-            for file_name in filenames_to_update:
-                raw_text = " ".join(file_to_text_map[file_name])
-                file_object = FileObjectAdapters.get_file_objects_by_name(user, file_name)
-                if file_object:
-                    FileObjectAdapters.update_raw_text(file_object, raw_text)
-                else:
-                    FileObjectAdapters.create_file_object(user, file_name, raw_text)
+            with timer("Indexed text of modified file in", logger):
+                # get the set of modified files from added_entries
+                modified_files = {entry.file_path for entry in added_entries}
+                # create or update text of each updated file indexed on DB
+                for modified_file in modified_files:
+                    raw_text = file_to_text_map[modified_file]
+                    file_object = FileObjectAdapters.get_file_object_by_name(user, modified_file)
+                    if file_object:
+                        FileObjectAdapters.update_raw_text(file_object, raw_text)
+                    else:
+                        FileObjectAdapters.create_file_object(user, modified_file, raw_text)
 
         new_dates = []
         with timer("Indexed dates from added entries in", logger):

From 010486fb3617349a0f29eadaa0077c1b3d5ffbef Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Sat, 6 Jul 2024 16:58:05 +0530
Subject: [PATCH 33/44] Split current section once by heading to resolve
 org-mode indexing bug

- Split once by heading (=first_non_empty) to extract current section body
  Otherwise child headings with same prefix as current heading will
  cause the section split to go into infinite loop
- Also add check to prevent getting into recursive loop while trying
  to split entry into sub sections
---
 .../content/org_mode/org_to_entries.py        | 12 ++++++--
 tests/test_org_to_entries.py                  | 30 +++++++++++++++++++
 2 files changed, 39 insertions(+), 3 deletions(-)

diff --git a/src/khoj/processor/content/org_mode/org_to_entries.py b/src/khoj/processor/content/org_mode/org_to_entries.py
index af85a6bd..c528244d 100644
--- a/src/khoj/processor/content/org_mode/org_to_entries.py
+++ b/src/khoj/processor/content/org_mode/org_to_entries.py
@@ -115,14 +115,20 @@ class OrgToEntries(TextToEntries):
             return entries, entry_to_file_map
 
         # Split this entry tree into sections by the next heading level in it
-        # Increment heading level until able to split entry into sections
+        # Increment heading level until able to split entry into sections or reach max heading level
         # A successful split will result in at least 2 sections
+        max_heading_level = 100
         next_heading_level = len(ancestry)
         sections: List[str] = []
-        while len(sections) < 2:
+        while len(sections) < 2 and next_heading_level < max_heading_level:
             next_heading_level += 1
             sections = re.split(rf"(\n|^)(?=[*]{{{next_heading_level}}} .+\n?)", org_content, flags=re.MULTILINE)
 
+        # If unable to split entry into sections, log error and skip indexing it
+        if next_heading_level == max_heading_level:
+            logger.error(f"Unable to split current entry chunk: {org_content_with_ancestry[:20]}. Skip indexing it.")
+            return entries, entry_to_file_map
+
         # Recurse down each non-empty section after parsing its body, heading and ancestry
         for section in sections:
             # Skip empty sections
@@ -135,7 +141,7 @@ class OrgToEntries(TextToEntries):
             # If first non-empty line is a heading with expected heading level
             if re.search(rf"^\*{{{next_heading_level}}}\s", first_non_empty_line):
                 # Extract the section body without the heading
-                current_section_body = "\n".join(section.split(first_non_empty_line)[1:])
+                current_section_body = "\n".join(section.split(first_non_empty_line, 1)[1:])
                 # Parse the section heading into current section ancestry
                 current_section_title = first_non_empty_line[next_heading_level:].strip()
                 current_ancestry[next_heading_level] = current_section_title
diff --git a/tests/test_org_to_entries.py b/tests/test_org_to_entries.py
index e8940269..a84fe6e8 100644
--- a/tests/test_org_to_entries.py
+++ b/tests/test_org_to_entries.py
@@ -1,5 +1,6 @@
 import os
 import re
+import time
 
 from khoj.processor.content.org_mode.org_to_entries import OrgToEntries
 from khoj.processor.content.text_to_entries import TextToEntries
@@ -41,6 +42,35 @@ def test_configure_indexing_heading_only_entries(tmp_path):
             assert is_none_or_empty(entries[1])
 
 
+def test_extract_entries_when_child_headings_have_same_prefix():
+    """Extract org entries from entries having child headings with same prefix.
+    Prevents regressions like the one fixed in PR #840.
+    """
+    # Arrange
+    tmp_path = "tests/data/org/same_prefix_headings.org"
+    entry: str = """
+** 1
+*** 1.1
+**** 1.1.2
+""".strip()
+    data = {
+        f"{tmp_path}": entry,
+    }
+
+    # Act
+    # Extract Entries from specified Org files
+    start = time.time()
+    entries = OrgToEntries.extract_org_entries(org_files=data, max_tokens=2)
+    end = time.time()
+    indexing_time = end - start
+
+    # Assert
+    explanation_msg = (
+        "It should not take more than 6 seconds to index. Entry extraction may have gone into an infinite loop."
+    )
+    assert indexing_time < 6 * len(entries), explanation_msg
+
+
 def test_entry_split_when_exceeds_max_tokens():
     "Ensure entries with compiled words exceeding max_tokens are split."
     # Arrange

From 1baebb8d0e837014671e0f007359a91c3a1c17c2 Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Sat, 6 Jul 2024 19:05:55 +0530
Subject: [PATCH 34/44] Identify markdown headings by any whitespace character
 after ^#+

Previously only markdown headings with space characters after # would
be considered a heading. So ^##\t wouldn't be considered a valid heading
---
 src/khoj/processor/content/markdown/markdown_to_entries.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/khoj/processor/content/markdown/markdown_to_entries.py b/src/khoj/processor/content/markdown/markdown_to_entries.py
index ae0bd822..f18e1e21 100644
--- a/src/khoj/processor/content/markdown/markdown_to_entries.py
+++ b/src/khoj/processor/content/markdown/markdown_to_entries.py
@@ -146,7 +146,7 @@ class MarkdownToEntries(TextToEntries):
             else:
                 entry_filename = str(Path(raw_filename))
 
-            heading = parsed_entry.splitlines()[0] if re.search("^#+\s", parsed_entry) else ""
+            heading = parsed_entry.splitlines()[0] if re.search(r"^#+\s", parsed_entry) else ""
             # Append base filename to compiled entry for context to model
             # Increment heading level for heading entries and make filename as its top level heading
             prefix = f"# {entry_filename}\n#" if heading else f"# {entry_filename}\n"

From d693baccbc3451c152382e2ca0afbb4ae4ebd3ee Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Fri, 5 Jul 2024 16:07:42 +0530
Subject: [PATCH 35/44] Make it optional to set the encoder, cross-encoder
 configs via admin UI

---
 src/khoj/database/models/__init__.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/khoj/database/models/__init__.py b/src/khoj/database/models/__init__.py
index 62afdd2b..096d14bc 100644
--- a/src/khoj/database/models/__init__.py
+++ b/src/khoj/database/models/__init__.py
@@ -215,11 +215,11 @@ class SearchModelConfig(BaseModel):
     # Bi-encoder model of sentence-transformer type to load from HuggingFace
     bi_encoder = models.CharField(max_length=200, default="thenlper/gte-small")
     # Config passed to the sentence-transformer model constructor. E.g. device="cuda:0", trust_remote_server=True etc.
-    bi_encoder_model_config = models.JSONField(default=dict)
+    bi_encoder_model_config = models.JSONField(default=dict, blank=True)
     # Query encode configs like prompt, precision, normalize_embeddings, etc. for sentence-transformer models
-    bi_encoder_query_encode_config = models.JSONField(default=dict)
+    bi_encoder_query_encode_config = models.JSONField(default=dict, blank=True)
     # Docs encode configs like prompt, precision, normalize_embeddings, etc. for sentence-transformer models
-    bi_encoder_docs_encode_config = models.JSONField(default=dict)
+    bi_encoder_docs_encode_config = models.JSONField(default=dict, blank=True)
     # Cross-encoder model of sentence-transformer type to load from HuggingFace
     cross_encoder = models.CharField(max_length=200, default="mixedbread-ai/mxbai-rerank-xsmall-v1")
     # Inference server API endpoint to use for embeddings inference. Bi-encoder model should be hosted on this server

From 4a471979ebc8c5ad0306920954439516c129943d Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Sat, 6 Jul 2024 18:44:38 +0530
Subject: [PATCH 36/44] Upgrade sentence-transformer package to version 3.0.1

Add einops dependency for some sentence transformer models like the
nomic-embed
---
 pyproject.toml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index b3b4af35..de82586f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,8 @@ dependencies = [
     "pyyaml ~= 6.0",
     "rich >= 13.3.1",
     "schedule == 1.1.0",
-    "sentence-transformers == 2.5.1",
+    "sentence-transformers == 3.0.1",
+    "einops == 0.8.0",
     "transformers >= 4.28.0",
     "torch == 2.2.2",
     "uvicorn == 0.17.6",

From a31cd0dec1759691e353ac0815091c3ed4d939f4 Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Sat, 6 Jul 2024 22:45:26 +0530
Subject: [PATCH 37/44] Fix async batch delete of indexed entries

---
 src/khoj/database/adapters/__init__.py | 16 ++++++++++------
 1 file changed, 10 insertions(+), 6 deletions(-)

diff --git a/src/khoj/database/adapters/__init__.py b/src/khoj/database/adapters/__init__.py
index cfbe7ca6..20019c56 100644
--- a/src/khoj/database/adapters/__init__.py
+++ b/src/khoj/database/adapters/__init__.py
@@ -1012,7 +1012,7 @@ class EntryAdapters:
         return deleted_count
 
     @staticmethod
-    def get_entries_by_batch(user: KhojUser, batch_size: int, file_type: str = None, file_source: str = None):
+    def get_filtered_entries(user: KhojUser, file_type: str = None, file_source: str = None):
         queryset = Entry.objects.filter(user=user)
 
         if file_type is not None:
@@ -1021,14 +1021,15 @@ class EntryAdapters:
         if file_source is not None:
             queryset = queryset.filter(file_source=file_source)
 
-        while queryset.exists():
-            batch_ids = list(queryset.values_list("id", flat=True)[:batch_size])
-            yield Entry.objects.filter(id__in=batch_ids)
+        return queryset
 
     @staticmethod
     def delete_all_entries(user: KhojUser, file_type: str = None, file_source: str = None, batch_size=1000):
         deleted_count = 0
-        for batch in EntryAdapters.get_entries_by_batch(user, batch_size, file_type, file_source):
+        queryset = EntryAdapters.get_filtered_entries(user, file_type, file_source)
+        while queryset.exists():
+            batch_ids = list(queryset.values_list("id", flat=True)[:batch_size])
+            batch = Entry.objects.filter(id__in=batch_ids, user=user)
             count, _ = batch.delete()
             deleted_count += count
         return deleted_count
@@ -1036,7 +1037,10 @@ class EntryAdapters:
     @staticmethod
     async def adelete_all_entries(user: KhojUser, file_type: str = None, file_source: str = None, batch_size=1000):
         deleted_count = 0
-        async for batch in EntryAdapters.get_entries_by_batch(user, batch_size, file_type, file_source):
+        queryset = EntryAdapters.get_filtered_entries(user, file_type, file_source)
+        while await queryset.aexists():
+            batch_ids = await sync_to_async(list)(queryset.values_list("id", flat=True)[:batch_size])
+            batch = Entry.objects.filter(id__in=batch_ids, user=user)
             count, _ = await batch.adelete()
             deleted_count += count
         return deleted_count

From 0eb000c3eab478ccb42f4896491ab96dc0249d7e Mon Sep 17 00:00:00 2001
From: sabaimran <narmiabas@gmail.com>
Date: Sun, 7 Jul 2024 16:11:28 +0530
Subject: [PATCH 38/44] Add health checks for the django ORM

---
 src/khoj/app/settings.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/khoj/app/settings.py b/src/khoj/app/settings.py
index 93f449ab..99b784bc 100644
--- a/src/khoj/app/settings.py
+++ b/src/khoj/app/settings.py
@@ -122,6 +122,7 @@ DATABASES = {
         "NAME": os.getenv("POSTGRES_DB", "khoj"),
         "PASSWORD": os.getenv("POSTGRES_PASSWORD", "postgres"),
         "CONN_MAX_AGE": 0,
+        "CONN_HEALTH_CHECKS": True,
     }
 }
 

From 3e0c882e27551b40a454b42b63bac6845550d7ae Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Sun, 7 Jul 2024 13:19:57 +0530
Subject: [PATCH 39/44] Transcribe only when keyboard shortcut or button
 pressed in Obsidian

- Transcribe on holding Ctrl+s keyboard shortcut
- Transcribe on holding the transcribe button pressed via mouse too
- Make the transcribe button robust to inadvertent touches by using timeout
- Do not transcribe, trigger auto-send on silences. Silence detection
  is super rudimentary, just blocks standard emanations by whisper
  when no speech
---
 src/interface/obsidian/src/chat_view.ts | 73 ++++++++++++++++++++++---
 src/interface/obsidian/styles.css       | 18 +++++-
 2 files changed, 80 insertions(+), 11 deletions(-)

diff --git a/src/interface/obsidian/src/chat_view.ts b/src/interface/obsidian/src/chat_view.ts
index d6b7f76f..48a8e4c3 100644
--- a/src/interface/obsidian/src/chat_view.ts
+++ b/src/interface/obsidian/src/chat_view.ts
@@ -24,13 +24,13 @@ export class KhojChatView extends KhojPaneView {
     setting: KhojSetting;
     waitingForLocation: boolean;
     location: Location;
+    keyPressTimeout: NodeJS.Timeout | null = null;
 
     constructor(leaf: WorkspaceLeaf, setting: KhojSetting) {
         super(leaf, setting);
 
-        // Register Modal Keybindings to send voice message
+        // Register chat view keybindings
         this.scope = new Scope(this.app.scope);
-        this.scope.register(["Mod"], 's', async (event) => { await this.speechToText(event); });
 
         this.waitingForLocation = true;
 
@@ -124,6 +124,10 @@ export class KhojChatView extends KhojPaneView {
         chatInput.addEventListener('input', (_) => { this.onChatInput() });
         chatInput.addEventListener('keydown', (event) => { this.incrementalChat(event) });
 
+        // Add event listeners for long press keybinding
+        this.contentEl.addEventListener('keydown', this.handleKeyDown.bind(this));
+        this.contentEl.addEventListener('keyup', this.handleKeyUp.bind(this));
+
         let transcribe = inputRow.createEl("button", {
             text: "Transcribe",
             attr: {
@@ -131,7 +135,8 @@ export class KhojChatView extends KhojPaneView {
                 class: "khoj-transcribe khoj-input-row-button clickable-icon ",
             },
         })
-        transcribe.addEventListener('mousedown', async (event) => { await this.speechToText(event) });
+        transcribe.addEventListener('mousedown', (event) => { this.startSpeechToText(event) });
+        transcribe.addEventListener('mouseup', async (event) => { await this.stopSpeechToText(event) });
         transcribe.addEventListener('touchstart', async (event) => { await this.speechToText(event) });
         transcribe.addEventListener('touchend', async (event) => { await this.speechToText(event) });
         transcribe.addEventListener('touchcancel', async (event) => { await this.speechToText(event) });
@@ -165,6 +170,46 @@ export class KhojChatView extends KhojPaneView {
         });
     }
 
+    startSpeechToText(event: KeyboardEvent | MouseEvent | TouchEvent, timeout=200) {
+        if (!this.keyPressTimeout) {
+            this.keyPressTimeout = setTimeout(async () => {
+                // Reset auto send voice message timer, UI if running
+                if (this.sendMessageTimeout) {
+                    // Stop the auto send voice message countdown timer UI
+                    clearTimeout(this.sendMessageTimeout);
+                    const sendButton = <HTMLButtonElement>this.contentEl.getElementsByClassName("khoj-chat-send")[0]
+                    setIcon(sendButton, "arrow-up-circle")
+                    let sendImg = <SVGElement>sendButton.getElementsByClassName("lucide-arrow-up-circle")[0]
+                    sendImg.addEventListener('click', async (_) => { await this.chat() });
+                    // Reset chat input value
+                    const chatInput = <HTMLTextAreaElement>this.contentEl.getElementsByClassName("khoj-chat-input")[0];
+                    chatInput.value = "";
+                }
+                // Start new voice message
+                await this.speechToText(event);
+            }, timeout);
+        }
+    }
+    async stopSpeechToText(event: KeyboardEvent | MouseEvent | TouchEvent) {
+        if (this.mediaRecorder) {
+            await this.speechToText(event);
+        }
+        if (this.keyPressTimeout) {
+            clearTimeout(this.keyPressTimeout);
+            this.keyPressTimeout = null;
+        }
+    }
+
+    handleKeyDown(event: KeyboardEvent) {
+        // Start speech to text if keyboard shortcut is pressed
+        if (event.key === 's' && event.getModifierState('Control')) this.startSpeechToText(event);
+    }
+
+    async handleKeyUp(event: KeyboardEvent) {
+        // Stop speech to text if keyboard shortcut is released
+        if (event.key === 's' && event.getModifierState('Control')) await this.stopSpeechToText(event);
+    }
+
     processOnlineReferences(referenceSection: HTMLElement, onlineContext: any) {
         let numOnlineReferences = 0;
         for (let subquery in onlineContext) {
@@ -993,9 +1038,19 @@ export class KhojChatView extends KhojPaneView {
             });
 
             // Parse response from Khoj backend
+            let noSpeechText: string[] = [
+                "Thanks for watching!",
+                "Thanks for watching.",
+                "Thank you for watching!",
+                "Thank you for watching.",
+                "You",
+                "Bye."
+            ];
+            let noSpeech: boolean = false;
             if (response.status === 200) {
                 console.log(response);
-                chatInput.value += response.json.text.trimStart();
+                noSpeech = noSpeechText.includes(response.json.text.trimStart());
+                if (!noSpeech) chatInput.value += response.json.text.trimStart();
                 this.autoResize();
             } else if (response.status === 501) {
                 throw new Error("⛔️ Configure speech-to-text model on server.");
@@ -1005,8 +1060,8 @@ export class KhojChatView extends KhojPaneView {
                 throw new Error("⛔️ Failed to transcribe audio.");
             }
 
-            // Don't auto-send empty messages
-            if (chatInput.value.length === 0) return;
+            // Don't auto-send empty messages or when no speech is detected
+            if (chatInput.value.length === 0 || noSpeech) return;
 
             // Show stop auto-send button. It stops auto-send when clicked
             setIcon(sendButton, "stop-circle");
@@ -1044,19 +1099,19 @@ export class KhojChatView extends KhojPaneView {
             });
 
             this.mediaRecorder.start();
-            setIcon(transcribeButton, "mic-off");
+            // setIcon(transcribeButton, "mic-off");
             transcribeButton.classList.add("loading-encircle")
         };
 
         // Toggle recording
-        if (!this.mediaRecorder || this.mediaRecorder.state === 'inactive' || event.type === 'touchstart') {
+        if (!this.mediaRecorder || this.mediaRecorder.state === 'inactive' || event.type === 'touchstart' || event.type === 'mousedown' || event.type === 'keydown') {
             navigator.mediaDevices
                 .getUserMedia({ audio: true })
                 ?.then(handleRecording)
                 .catch((e) => {
                     this.flashStatusInChatInput("⛔️ Failed to access microphone");
                 });
-        } else if (this.mediaRecorder.state === 'recording' || event.type === 'touchend' || event.type === 'touchcancel') {
+        } else if (this.mediaRecorder?.state === 'recording' || event.type === 'touchend' || event.type === 'touchcancel' || event.type === 'mouseup' || event.type === 'keyup') {
             this.mediaRecorder.stop();
             this.mediaRecorder.stream.getTracks().forEach(track => track.stop());
             this.mediaRecorder = undefined;
diff --git a/src/interface/obsidian/styles.css b/src/interface/obsidian/styles.css
index 8902d3c9..afd8fd19 100644
--- a/src/interface/obsidian/styles.css
+++ b/src/interface/obsidian/styles.css
@@ -613,9 +613,23 @@ img.copy-icon {
     margin-top: -16px;
     margin-left: -16px;
     border: 4px solid transparent;
-    border-top-color: var(--icon-color-active);
+    border-color: var(--icon-color-active);
     border-radius: 50%;
-    animation: spin 1s linear infinite;
+    animation: pulse 3s ease-in-out infinite;
+}
+@keyframes pulse {
+    0% {
+        transform: scale(1);
+        opacity: 1;
+    }
+    50% {
+        transform: scale(1.2);
+        opacity: 0.2;
+    }
+    100% {
+        transform: scale(1);
+        opacity: 1;
+    }
 }
 
 @keyframes spin {

From 510d9b3a295299cde9350e4fbaa4d68117cb0d78 Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Sun, 7 Jul 2024 14:22:30 +0530
Subject: [PATCH 40/44] Add short keys to open chat menu, new chat, search from
 Obsidian pane

---
 src/interface/obsidian/src/chat_view.ts | 15 ++++++++++++---
 1 file changed, 12 insertions(+), 3 deletions(-)

diff --git a/src/interface/obsidian/src/chat_view.ts b/src/interface/obsidian/src/chat_view.ts
index 48a8e4c3..065ad09c 100644
--- a/src/interface/obsidian/src/chat_view.ts
+++ b/src/interface/obsidian/src/chat_view.ts
@@ -3,6 +3,7 @@ import * as DOMPurify from 'dompurify';
 import { KhojSetting } from 'src/settings';
 import { KhojPaneView } from 'src/pane_view';
 import { KhojView, createCopyParentText, getLinkToEntry, pasteTextAtCursor } from 'src/utils';
+import { KhojSearchModal } from './search_modal';
 
 export interface ChatJsonResult {
     image?: string;
@@ -31,6 +32,10 @@ export class KhojChatView extends KhojPaneView {
 
         // Register chat view keybindings
         this.scope = new Scope(this.app.scope);
+        this.scope.register(["Ctrl"], 'n', (_) => this.createNewConversation());
+        this.scope.register(["Ctrl"], 'o', async (_) => await this.toggleChatSessions());
+        this.scope.register(["Ctrl"], 'f', (_) => new KhojSearchModal(this.app, this.setting).open());
+        this.scope.register(["Ctrl"], 'r', (_) => new KhojSearchModal(this.app, this.setting, true).open());
 
         this.waitingForLocation = true;
 
@@ -66,7 +71,6 @@ export class KhojChatView extends KhojPaneView {
     }
 
     async chat(isVoice: boolean = false) {
-
         // Get text in chat input element
         let input_el = <HTMLTextAreaElement>this.contentEl.getElementsByClassName("khoj-chat-input")[0];
 
@@ -109,6 +113,7 @@ export class KhojChatView extends KhojPaneView {
             text: "Chat Sessions",
             attr: {
                 class: "khoj-input-row-button clickable-icon",
+                title: "Show Conversations (^O)",
             },
         })
         chatSessions.addEventListener('click', async (_) => { await this.toggleChatSessions(chatBodyEl) });
@@ -133,6 +138,7 @@ export class KhojChatView extends KhojPaneView {
             attr: {
                 id: "khoj-transcribe",
                 class: "khoj-transcribe khoj-input-row-button clickable-icon ",
+                title: "Start Voice Chat (^S)",
             },
         })
         transcribe.addEventListener('mousedown', (event) => { this.startSpeechToText(event) });
@@ -601,14 +607,16 @@ export class KhojChatView extends KhojPaneView {
         return `${time_string}, ${date_string}`;
     }
 
-    createNewConversation(chatBodyEl: HTMLElement) {
+    createNewConversation(chatBodyEl: HTMLElement|undefined = undefined) {
+        chatBodyEl = chatBodyEl ?? this.contentEl.getElementsByClassName("khoj-chat-body")[0] as HTMLElement;
         chatBodyEl.innerHTML = "";
         chatBodyEl.dataset.conversationId = "";
         chatBodyEl.dataset.conversationTitle = "";
         this.renderMessage(chatBodyEl, "Hey 👋🏾, what's up?", "khoj");
     }
 
-    async toggleChatSessions(chatBodyEl: HTMLElement, forceShow: boolean = false): Promise<boolean> {
+    async toggleChatSessions(chatBodyEl: HTMLElement|undefined = undefined, forceShow: boolean = false): Promise<boolean> {
+        chatBodyEl = chatBodyEl ?? this.contentEl.getElementsByClassName("khoj-chat-body")[0] as HTMLElement;
         if (!forceShow && this.contentEl.getElementsByClassName("side-panel")?.length > 0) {
             chatBodyEl.innerHTML = "";
             return this.getChatHistory(chatBodyEl);
@@ -625,6 +633,7 @@ export class KhojChatView extends KhojPaneView {
         newConversationButtonEl.addEventListener('click', (_) => this.createNewConversation(chatBodyEl));
         setIcon(newConversationButtonEl, "plus");
         newConversationButtonEl.innerHTML += "New";
+        newConversationButtonEl.title = "New Conversation (^N)";
 
         const existingConversationsEl = sidePanelEl.createDiv("existing-conversations");
         const conversationListEl = existingConversationsEl.createDiv("conversation-list");

From 54132efd679147443ecea952a88206a0155d3f1d Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Sun, 7 Jul 2024 18:18:00 +0530
Subject: [PATCH 41/44] Fix Khoj Obsidian plugin build

---
 scripts/bump_version.sh                 |  1 +
 src/interface/obsidian/src/chat_view.ts | 14 +++++++-------
 2 files changed, 8 insertions(+), 7 deletions(-)

diff --git a/scripts/bump_version.sh b/scripts/bump_version.sh
index 857b65ee..0f680b6c 100755
--- a/scripts/bump_version.sh
+++ b/scripts/bump_version.sh
@@ -18,6 +18,7 @@ do
 
             # Bump Obsidian plugin to current version
             cd $project_root/src/interface/obsidian
+            yarn build # verify build before bumping version
             yarn version --$version_type --no-git-tag-version
             # append current version, min Obsidian app version from manifest to versions json
             cp $project_root/versions.json .
diff --git a/src/interface/obsidian/src/chat_view.ts b/src/interface/obsidian/src/chat_view.ts
index 065ad09c..b8d95d6b 100644
--- a/src/interface/obsidian/src/chat_view.ts
+++ b/src/interface/obsidian/src/chat_view.ts
@@ -116,7 +116,7 @@ export class KhojChatView extends KhojPaneView {
                 title: "Show Conversations (^O)",
             },
         })
-        chatSessions.addEventListener('click', async (_) => { await this.toggleChatSessions(chatBodyEl) });
+        chatSessions.addEventListener('click', async (_) => { await this.toggleChatSessions() });
         setIcon(chatSessions, "history");
 
         let chatInput = inputRow.createEl("textarea", {
@@ -607,16 +607,16 @@ export class KhojChatView extends KhojPaneView {
         return `${time_string}, ${date_string}`;
     }
 
-    createNewConversation(chatBodyEl: HTMLElement|undefined = undefined) {
-        chatBodyEl = chatBodyEl ?? this.contentEl.getElementsByClassName("khoj-chat-body")[0] as HTMLElement;
+    createNewConversation() {
+        let chatBodyEl = this.contentEl.getElementsByClassName("khoj-chat-body")[0] as HTMLElement;
         chatBodyEl.innerHTML = "";
         chatBodyEl.dataset.conversationId = "";
         chatBodyEl.dataset.conversationTitle = "";
         this.renderMessage(chatBodyEl, "Hey 👋🏾, what's up?", "khoj");
     }
 
-    async toggleChatSessions(chatBodyEl: HTMLElement|undefined = undefined, forceShow: boolean = false): Promise<boolean> {
-        chatBodyEl = chatBodyEl ?? this.contentEl.getElementsByClassName("khoj-chat-body")[0] as HTMLElement;
+    async toggleChatSessions(forceShow: boolean = false): Promise<boolean> {
+        let chatBodyEl = this.contentEl.getElementsByClassName("khoj-chat-body")[0] as HTMLElement;
         if (!forceShow && this.contentEl.getElementsByClassName("side-panel")?.length > 0) {
             chatBodyEl.innerHTML = "";
             return this.getChatHistory(chatBodyEl);
@@ -630,7 +630,7 @@ export class KhojChatView extends KhojPaneView {
         const newConversationButtonEl = newConversationEl.createEl("button");
         newConversationButtonEl.classList.add("new-conversation-button");
         newConversationButtonEl.classList.add("side-panel-button");
-        newConversationButtonEl.addEventListener('click', (_) => this.createNewConversation(chatBodyEl));
+        newConversationButtonEl.addEventListener('click', (_) => this.createNewConversation());
         setIcon(newConversationButtonEl, "plus");
         newConversationButtonEl.innerHTML += "New";
         newConversationButtonEl.title = "New Conversation (^N)";
@@ -793,7 +793,7 @@ export class KhojChatView extends KhojPaneView {
                     chatBodyEl.innerHTML = "";
                     chatBodyEl.dataset.conversationId = "";
                     chatBodyEl.dataset.conversationTitle = "";
-                    this.toggleChatSessions(chatBodyEl, true);
+                    this.toggleChatSessions(true);
                 })
                 .catch(err => {
                     return;

From 9e31ebff936c4aa5e504aefc2f5fd88f1f9d2112 Mon Sep 17 00:00:00 2001
From: Debanjum Singh Solanky <debanjum@gmail.com>
Date: Sun, 7 Jul 2024 18:06:25 +0530
Subject: [PATCH 42/44] Release Khoj version 1.16.0

---
 manifest.json                        | 2 +-
 src/interface/desktop/package.json   | 2 +-
 src/interface/emacs/khoj.el          | 2 +-
 src/interface/obsidian/manifest.json | 2 +-
 src/interface/obsidian/package.json  | 2 +-
 src/interface/obsidian/versions.json | 3 ++-
 versions.json                        | 3 ++-
 7 files changed, 9 insertions(+), 7 deletions(-)

diff --git a/manifest.json b/manifest.json
index 43a14433..572010d9 100644
--- a/manifest.json
+++ b/manifest.json
@@ -1,7 +1,7 @@
 {
 	"id": "khoj",
 	"name": "Khoj",
-	"version": "1.15.0",
+	"version": "1.16.0",
 	"minAppVersion": "0.15.0",
 	"description": "An AI copilot for your Second Brain",
 	"author": "Khoj Inc.",
diff --git a/src/interface/desktop/package.json b/src/interface/desktop/package.json
index 2d3164c4..d84b8b80 100644
--- a/src/interface/desktop/package.json
+++ b/src/interface/desktop/package.json
@@ -1,6 +1,6 @@
 {
   "name": "Khoj",
-  "version": "1.15.0",
+  "version": "1.16.0",
   "description": "An AI copilot for your Second Brain",
   "author": "Saba Imran, Debanjum Singh Solanky <team@khoj.dev>",
   "license": "GPL-3.0-or-later",
diff --git a/src/interface/emacs/khoj.el b/src/interface/emacs/khoj.el
index 0d2e6504..ca805815 100644
--- a/src/interface/emacs/khoj.el
+++ b/src/interface/emacs/khoj.el
@@ -6,7 +6,7 @@
 ;;         Saba Imran <saba@khoj.dev>
 ;; Description: An AI copilot for your Second Brain
 ;; Keywords: search, chat, org-mode, outlines, markdown, pdf, image
-;; Version: 1.15.0
+;; Version: 1.16.0
 ;; Package-Requires: ((emacs "27.1") (transient "0.3.0") (dash "2.19.1"))
 ;; URL: https://github.com/khoj-ai/khoj/tree/master/src/interface/emacs
 
diff --git a/src/interface/obsidian/manifest.json b/src/interface/obsidian/manifest.json
index 43a14433..572010d9 100644
--- a/src/interface/obsidian/manifest.json
+++ b/src/interface/obsidian/manifest.json
@@ -1,7 +1,7 @@
 {
 	"id": "khoj",
 	"name": "Khoj",
-	"version": "1.15.0",
+	"version": "1.16.0",
 	"minAppVersion": "0.15.0",
 	"description": "An AI copilot for your Second Brain",
 	"author": "Khoj Inc.",
diff --git a/src/interface/obsidian/package.json b/src/interface/obsidian/package.json
index 50dcafa3..2966b80d 100644
--- a/src/interface/obsidian/package.json
+++ b/src/interface/obsidian/package.json
@@ -1,6 +1,6 @@
 {
     "name": "Khoj",
-    "version": "1.15.0",
+    "version": "1.16.0",
     "description": "An AI copilot for your Second Brain",
     "author": "Debanjum Singh Solanky, Saba Imran <team@khoj.dev>",
     "license": "GPL-3.0-or-later",
diff --git a/src/interface/obsidian/versions.json b/src/interface/obsidian/versions.json
index a6295a0e..45b4d9b6 100644
--- a/src/interface/obsidian/versions.json
+++ b/src/interface/obsidian/versions.json
@@ -52,5 +52,6 @@
 	"1.12.1": "0.15.0",
 	"1.13.0": "0.15.0",
 	"1.14.0": "0.15.0",
-	"1.15.0": "0.15.0"
+	"1.15.0": "0.15.0",
+	"1.16.0": "0.15.0"
 }
diff --git a/versions.json b/versions.json
index a6295a0e..45b4d9b6 100644
--- a/versions.json
+++ b/versions.json
@@ -52,5 +52,6 @@
 	"1.12.1": "0.15.0",
 	"1.13.0": "0.15.0",
 	"1.14.0": "0.15.0",
-	"1.15.0": "0.15.0"
+	"1.15.0": "0.15.0",
+	"1.16.0": "0.15.0"
 }

From 6b80bb3f37b29e96ba57d4fd58883a2679b4f27c Mon Sep 17 00:00:00 2001
From: sabaimran <narmiabas@gmail.com>
Date: Mon, 8 Jul 2024 16:33:47 +0530
Subject: [PATCH 43/44] Add a demo for the khoj mini application, minor updates
 to other pages, remove out of date demos page

---
 documentation/docs/clients/desktop.md         |  1 +
 documentation/docs/features/khoj_mini.md      |  9 ++++
 documentation/docs/get-started/demos.md       | 51 -------------------
 documentation/docs/get-started/overview.md    | 14 +----
 .../docs/get-started/privacy-security.md      |  2 +
 5 files changed, 14 insertions(+), 63 deletions(-)
 create mode 100644 documentation/docs/features/khoj_mini.md
 delete mode 100644 documentation/docs/get-started/demos.md

diff --git a/documentation/docs/clients/desktop.md b/documentation/docs/clients/desktop.md
index 2b371895..3e146a9a 100644
--- a/documentation/docs/clients/desktop.md
+++ b/documentation/docs/clients/desktop.md
@@ -15,6 +15,7 @@ Khoj will keep these files in sync to provide contextual responses when you sear
   - **Faster answers**: Find answers quickly, from your private notes or the public internet
   - **Assisted creativity**: Smoothly weave across retrieving answers and generating content
   - **Iterative discovery**: Iteratively explore and re-discover your notes
+  - **Quick access**: Use [Khoj Mini](/features/desktop_shortcut) on the desktop to quickly pull up a mini chat module for quicker answers
 - **Search**
   - **Natural**: Advanced natural language understanding using Transformer based ML Models
   - **Incremental**: Incremental search for a fast, search-as-you-type experience
diff --git a/documentation/docs/features/khoj_mini.md b/documentation/docs/features/khoj_mini.md
new file mode 100644
index 00000000..1cc7e469
--- /dev/null
+++ b/documentation/docs/features/khoj_mini.md
@@ -0,0 +1,9 @@
+# Desktop Quick Chat (Khoj Mini)
+
+Once you have the Khoj [desktop application](https://khoj.dev/downloads) installed, you can use the desktop shortcut to quickly pull up a mini chat module for quicker answers. See the desktop setup instructions [in the docs](/clients/desktop.md) for more information.
+
+To use it, you just have to copy the text you want to inject into your query, and then run `Ctrl + Shift + K` (or `Cmd + Shift + K` on Mac) to open the mini chat module. The text you copied will be automatically pasted into the chat module, and you can then hit enter to get the answer. You can edit the text before hitting enter if you want to refine your query.
+
+The desktop shortcut is a great way to quickly get answers to your questions without having to switch between windows or tabs. It's especially useful when you're working on a project and need to quickly look up something without losing your focus.
+
+![Desktop Shortcut](https://assets.khoj.dev/courseload_decision_dekstop.gif)
diff --git a/documentation/docs/get-started/demos.md b/documentation/docs/get-started/demos.md
deleted file mode 100644
index a9dfbbbc..00000000
--- a/documentation/docs/get-started/demos.md
+++ /dev/null
@@ -1,51 +0,0 @@
----
-sidebar_position: 2
----
-
-# Demos
-
-Check out a couple of demos and screenshots of Khoj in action.
-
-### Screenshots
-
-| Web | Obsidian | Emacs |
-|:---:|:--------:|:-----:|
-| ![](/img/khoj_search_on_web.png ':size=300px') | ![](/img/khoj_search_on_obsidian.png ':size=300px') | ![](/img/khoj_search_on_emacs.png ':size=300px') |
-| ![](/img/khoj_chat_on_web.png ':size=300px') | ![](/img/khoj_chat_on_obsidian.png ':size=300px') | ![](/img/khoj_chat_on_emacs.png ':size=400px') |
-
-
-### Videos
-#### Khoj in Obsidian
-[Link to Video](https://github-production-user-asset-6210df.s3.amazonaws.com/6413477/240061700-3e33d8ea-25bb-46c8-a3bf-c92f78d0f56b.mp4)
-
-##### Installation
-
-1. Install Khoj via `pip` and start Khoj backend in a terminal (Run `khoj`)
-    ```bash
-    python -m pip install khoj-assistant
-    khoj
-    ```
-2. Install Khoj plugin via Community Plugins settings pane on Obsidian app
-    - Check the new Khoj plugin settings
-    - Let Khoj backend index the markdown, pdf, Github markdown files in the current Vault
-    - Open Khoj plugin on Obsidian via Search button on Left Pane
-    - Search \"*Announce plugin to folks*\" in the [Obsidian Plugin docs](https://marcus.se.net/obsidian-plugin-docs/)
-    - Jump to the [search result](https://marcus.se.net/obsidian-plugin-docs/publishing/submit-your-plugin)
-
-#### Khoj in Emacs, Browser
-[Link to Video](https://user-images.githubusercontent.com/6413477/184735169-92c78bf1-d827-4663-9087-a1ea194b8f4b.mp4)
-
-##### Installation
-
-- Install Khoj via pip
-- Start Khoj app
-- Add this readme and [khoj.el readme](https://github.com/khoj-ai/khoj/tree/master/src/interface/emacs) as org-mode for Khoj to index
-- Search \"*Setup editor*\" on the Web and Emacs. Re-rank the results for better accuracy
-- Top result is what we are looking for, the [section to Install Khoj.el on Emacs](https://github.com/khoj-ai/khoj/tree/master/src/interface/emacs#2-Install-Khojel)
-
-##### Analysis
-
-- The results do not have any words used in the query
-  - *Based on the top result it seems the re-ranking model understands that Emacs is an editor?*
-- The results incrementally update as the query is entered
-- The results are re-ranked, for better accuracy, once user hits enter
diff --git a/documentation/docs/get-started/overview.md b/documentation/docs/get-started/overview.md
index a30193e4..57bc6752 100644
--- a/documentation/docs/get-started/overview.md
+++ b/documentation/docs/get-started/overview.md
@@ -27,10 +27,10 @@ keywords: ["khoj", "khoj ai", "khoj docs", "khoj documentation", "khoj features"
 Welcome to the Khoj Docs! This is the best place to get setup and explore Khoj's features.
 
 - Khoj is an open source, personal AI
-- You can [chat](/features/chat) with it about anything. It'll use files you shared with it to respond, when relevant
+- You can [chat](/features/chat) with it about anything. It'll use files you shared with it to respond, when relevant. It can also access information from the public internet.
 - Quickly [find](/features/search) relevant notes and documents using natural language
 - It understands pdf, plaintext, markdown, org-mode files, [notion pages](/data-sources/notion_integration) and [github repositories](/data-sources/github_integration)
-- Access it from your [Emacs](/clients/emacs), [Obsidian](/clients/obsidian), [Web browser](/clients/web) or the [Khoj Desktop app](/clients/desktop)
+- Access it from your [Emacs](/clients/emacs), [Obsidian](/clients/obsidian), the [Khoj desktop app](/clients/desktop), or [any web browser](/clients/web)
 - Use [cloud](https://app.khoj.dev/login) to access your Khoj anytime from anywhere, [self-host](/get-started/setup) on consumer hardware for privacy
 
 ## Quickstart
@@ -39,13 +39,3 @@ Welcome to the Khoj Docs! This is the best place to get setup and explore Khoj's
 
 ## At a Glance
 ![demo_chat](https://assets.khoj.dev/using_khoj_for_studying.gif)
-
-#### [Search](/features/search)
-  - **Natural**: Use natural language queries to quickly find relevant notes and documents.
-  - **Incremental**: Incremental search for a fast, search-as-you-type experience
-
-#### [Chat](/features/chat)
-  - **Faster answers**: Find answers faster, smoother than search. No need to manually scan through your notes to find answers.
-  - **Iterative discovery**: Iteratively explore and (re-)discover your notes
-  - **Assisted creativity**: Smoothly weave across answers retrieval and content generation
-  - **Online or Offline**: Choose online or offline chat depending on your requirements
diff --git a/documentation/docs/get-started/privacy-security.md b/documentation/docs/get-started/privacy-security.md
index d83d355d..3ff08a8d 100644
--- a/documentation/docs/get-started/privacy-security.md
+++ b/documentation/docs/get-started/privacy-security.md
@@ -22,6 +22,8 @@ Self-hosting isn't for everyone, so we've still taken steps to make Khoj privacy
 1. Your embeddings and the associated raw text are stored in a secure Postgres DB in our private AWS cloud. Your data is sharded on a unique user ID. We store the raw text in your files to improve file syncing and provide context when you chat with Khoj.
 1. When you use the single-sign-on option with Google, we only receive your name, a link to your profile photo, and your email address.
 
+You can see our full privacy policy [here](https://khoj.dev/privacy-policy).
+
 
 :::tip[Info]
 Your data is yours. We do not sell your data or use it for training models. Khoj is a sustainable, open-source alternative to closed-source, commercial personal AI. We have no interest in selling your data to make a quick buck.

From 037e15764882a28df3e5a73a998c5814d2b734f8 Mon Sep 17 00:00:00 2001
From: sabaimran <narmiabas@gmail.com>
Date: Mon, 8 Jul 2024 16:49:13 +0530
Subject: [PATCH 44/44] Fix a variety of links

---
 documentation/docs/clients/desktop.md    | 2 +-
 documentation/docs/get-started/setup.mdx | 8 +++-----
 2 files changed, 4 insertions(+), 6 deletions(-)

diff --git a/documentation/docs/clients/desktop.md b/documentation/docs/clients/desktop.md
index 3e146a9a..6c089424 100644
--- a/documentation/docs/clients/desktop.md
+++ b/documentation/docs/clients/desktop.md
@@ -15,7 +15,7 @@ Khoj will keep these files in sync to provide contextual responses when you sear
   - **Faster answers**: Find answers quickly, from your private notes or the public internet
   - **Assisted creativity**: Smoothly weave across retrieving answers and generating content
   - **Iterative discovery**: Iteratively explore and re-discover your notes
-  - **Quick access**: Use [Khoj Mini](/features/desktop_shortcut) on the desktop to quickly pull up a mini chat module for quicker answers
+  - **Quick access**: Use [Khoj Mini](/features/khoj_mini) on the desktop to quickly pull up a mini chat module for quicker answers
 - **Search**
   - **Natural**: Advanced natural language understanding using Transformer based ML Models
   - **Incremental**: Incremental search for a fast, search-as-you-type experience
diff --git a/documentation/docs/get-started/setup.mdx b/documentation/docs/get-started/setup.mdx
index a2a01907..5f739d6f 100644
--- a/documentation/docs/get-started/setup.mdx
+++ b/documentation/docs/get-started/setup.mdx
@@ -210,7 +210,7 @@ Add a `ServerChatSettings` with `Default` and `Summarizer` fields set to your pr
 ##### Configure OpenAI Chat
 
 :::info[Ollama Integration]
-Using Ollama? See the [Ollama Integration](/advanced/use-openai-proxy#ollama) section for more custom setup instructions.
+Using Ollama? See the [Ollama Integration](/advanced/ollama) section for more custom setup instructions.
 :::
 
 1. Go to the [OpenAI settings](http://localhost:42110/server/admin/database/openaiprocessorconversationconfig/) in the server admin settings to add an OpenAI processor conversation config. This is where you set your API key and server API base URL. The API base URL is optional - it's only relevant if you're using another OpenAI-compatible proxy server.
@@ -227,11 +227,9 @@ Any chat model on Huggingface in GGUF format can be used for local chat. Here's
   - The `tokenizer` and `max-prompt-size` fields are optional. You can set these for non-standard models (i.e not Mistral or Llama based models) or when you know the token limit of the model to improve context stuffing.
 
 #### Share your data
-You can sync your files and folders with Khoj using the [Desktop](/get-started/setup#2-download-the-desktop-client), Obsidian, or Emacs clients or just drag and drop specific files on the Web client Here's how you can do it:
-1. Select files and folders to index [using the desktop client]. When you click 'Save', the files will be sent to your server for indexing.
-    - Select Notion workspaces and Github repositories to index using the web interface.
+You can sync your files and folders with Khoj using the [Desktop](/clients/desktop#setup), [Obsidian](/clients/obsidian#setup), or [Emacs](/clients/emacs#setup) clients or just drag and drop specific files on the [website](/clients/web#upload-documents). You can also directly sync your [Notion workspace](/data-sources/notion_integration).
 
-[^1]: Khoj, by default, can use [OpenAI GPT3.5+ chat models](https://platform.openai.com/docs/models/overview) or [GGUF chat models](https://huggingface.co/models?library=gguf). See [this section](/miscellaneous/advanced#use-openai-compatible-llm-api-server-self-hosting) on how to locally use OpenAI-format compatible proxy servers.
+[^1]: Khoj, by default, can use [OpenAI GPT3.5+ chat models](https://platform.openai.com/docs/models/overview) or [GGUF chat models](https://huggingface.co/models?library=gguf). See [this section](/advanced/use-openai-proxy) on how to locally use OpenAI-format compatible proxy servers.
 
 ### 3. Use Khoj 🚀