diff --git a/documentation/docs/clients/whatsapp.md b/documentation/docs/clients/whatsapp.md
index 39b48a0d..7f7cf347 100644
--- a/documentation/docs/clients/whatsapp.md
+++ b/documentation/docs/clients/whatsapp.md
@@ -6,7 +6,7 @@ sidebar_position: 5
 
 > Query your Second Brain from WhatsApp
 
-Text [+1 (848) 800 4242](https://wa.me/18488004242) or scan the QQ code below on your phone to chat with Khoj on WhatsApp.
+Text [+1 (848) 800 4242](https://wa.me/18488004242) or scan the QR code below on your phone to chat with Khoj on WhatsApp.
 
 Without any desktop clients, you can start chatting with Khoj on WhatsApp. Bear in mind you do need one of the desktop clients in order to share and sync your data with Khoj. The WhatsApp AI bot will work right away for answering generic queries and using Khoj in default mode.
 
@@ -27,4 +27,4 @@ We have more commands under development, including `/share` to uploading documen
 
 ## Source Code
 
-You can find all of the code for the WhatsApp bot in the the [flint repository](https://github.com/khoj-ai/flint). As all of our code, it is open source and you can contribute to it.
+You can find all of the code for the WhatsApp bot in the [flint repository](https://github.com/khoj-ai/flint). As all of our code, it is open source and you can contribute to it.
diff --git a/documentation/docs/features/image_generation.md b/documentation/docs/features/image_generation.md
index e1487981..234d341a 100644
--- a/documentation/docs/features/image_generation.md
+++ b/documentation/docs/features/image_generation.md
@@ -23,4 +23,4 @@ We support most state of the art image generation models, including Ideogram, Fl
 
 1. Get [an OpenAI API key](https://platform.openai.com/settings/organization/api-keys).
 2. Setup your OpenAI API key, if you haven't already. See instructions [here](/get-started/setup#add-chat-models)
-3. Create a text to image config at http://localhost:42110/server/admin/database/texttoimagemodelconfig/. Use `model name` `dall-e-3` to use openai for image generation. Make sure to set the `Ai model api` field to the the OpenAI AI model api you setup in step 2.
+3. Create a text to image config at http://localhost:42110/server/admin/database/texttoimagemodelconfig/. Use `model name` `dall-e-3` to use openai for image generation. Make sure to set the `Ai model api` field to the OpenAI AI model api you setup in step 2.
diff --git a/documentation/docs/get-started/setup.mdx b/documentation/docs/get-started/setup.mdx
index 86be2688..17d18aea 100644
--- a/documentation/docs/get-started/setup.mdx
+++ b/documentation/docs/get-started/setup.mdx
@@ -254,7 +254,7 @@ khoj --anonymous-mode
 
 <h4>First Run</h4>
 On the first run of the above command, you will be prompted to:
-1. Create an admin account with a email and secure password
+1. Create an admin account with an email and secure password
 2. Customize the chat models to enable
    - Keep your [OpenAI](https://platform.openai.com/api-keys), [Anthropic](https://console.anthropic.com/account/keys), [Gemini](https://aistudio.google.com/app/apikey) API keys and [OpenAI](https://platform.openai.com/docs/models), [Anthropic](https://docs.anthropic.com/en/docs/about-claude/models#model-names), [Gemini](https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#gemini-models), [Offline](https://huggingface.co/models?pipeline_tag=text-generation&library=gguf) chat model names handy to set any of them up during first run.
 3. Your setup is complete once you see `🌖 Khoj is ready to use` in the server logs on your terminal!
diff --git a/src/khoj/processor/conversation/prompts.py b/src/khoj/processor/conversation/prompts.py
index 77ac4214..50e9184d 100644
--- a/src/khoj/processor/conversation/prompts.py
+++ b/src/khoj/processor/conversation/prompts.py
@@ -632,7 +632,7 @@ Assuming you can search the user's notes and the internet.
 - When the user asks for their computer's specs
   1. Try find their computer model in their notes.
   2. Now find webpages with their computer model's spec online.
-  3. Ask the the webpage tool AI to extract the required information from the relevant webpages.
+  3. Ask the webpage tool AI to extract the required information from the relevant webpages.
 - When the user asks what clothes to carry for their upcoming trip
   1. Find the itinerary of their upcoming trip in their notes.
   2. Next find the weather forecast at the destination online.