diff --git a/src/khoj/processor/jsonl/__init__.py b/src/khoj/processor/jsonl/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/src/khoj/processor/jsonl/jsonl_to_jsonl.py b/src/khoj/processor/jsonl/jsonl_to_jsonl.py
new file mode 100644
index 00000000..0268a659
--- /dev/null
+++ b/src/khoj/processor/jsonl/jsonl_to_jsonl.py
@@ -0,0 +1,100 @@
+# Standard Packages
+import glob
+import logging
+from pathlib import Path
+from typing import List
+
+# Internal Packages
+from khoj.processor.text_to_jsonl import TextToJsonl
+from khoj.utils.helpers import get_absolute_path, timer
+from khoj.utils.jsonl import load_jsonl, dump_jsonl, compress_jsonl_data
+from khoj.utils.rawconfig import Entry
+
+
+logger = logging.getLogger(__name__)
+
+
+class JsonlToJsonl(TextToJsonl):
+    # Define Functions
+    def process(self, previous_entries=None):
+        # Extract required fields from config
+        input_jsonl_files, input_jsonl_filter, output_file = (
+            self.config.input_files,
+            self.config.input_filter,
+            self.config.compressed_jsonl,
+        )
+
+        # Get Jsonl Input Files to Process
+        all_input_jsonl_files = JsonlToJsonl.get_jsonl_files(input_jsonl_files, input_jsonl_filter)
+
+        # Extract Entries from specified jsonl files
+        with timer("Parse entries from jsonl files", logger):
+            input_jsons = JsonlToJsonl.extract_jsonl_entries(all_input_jsonl_files)
+            current_entries = list(map(Entry.from_dict, input_jsons))
+
+        # 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):
+            if not previous_entries:
+                entries_with_ids = list(enumerate(current_entries))
+            else:
+                entries_with_ids = self.mark_entries_for_update(
+                    current_entries,
+                    previous_entries,
+                    key="compiled",
+                    logger=logger,
+                )
+
+        with timer("Write entries to JSONL file", logger):
+            # Process Each Entry from All Notes Files
+            entries = list(map(lambda entry: entry[1], entries_with_ids))
+            jsonl_data = JsonlToJsonl.convert_entries_to_jsonl(entries)
+
+            # Compress JSONL formatted Data
+            if output_file.suffix == ".gz":
+                compress_jsonl_data(jsonl_data, output_file)
+            elif output_file.suffix == ".jsonl":
+                dump_jsonl(jsonl_data, output_file)
+
+        return entries_with_ids
+
+    @staticmethod
+    def get_jsonl_files(jsonl_files=None, jsonl_file_filters=None):
+        "Get all jsonl files to process"
+        absolute_jsonl_files, filtered_jsonl_files = set(), set()
+        if jsonl_files:
+            absolute_jsonl_files = {get_absolute_path(jsonl_file) for jsonl_file in jsonl_files}
+        if jsonl_file_filters:
+            filtered_jsonl_files = {
+                filtered_file
+                for jsonl_file_filter in jsonl_file_filters
+                for filtered_file in glob.glob(get_absolute_path(jsonl_file_filter), recursive=True)
+            }
+
+        all_jsonl_files = sorted(absolute_jsonl_files | filtered_jsonl_files)
+
+        files_with_non_jsonl_extensions = {
+            jsonl_file for jsonl_file in all_jsonl_files if not jsonl_file.endswith(".jsonl")
+        }
+        if any(files_with_non_jsonl_extensions):
+            print(f"[Warning] There maybe non jsonl files in the input set: {files_with_non_jsonl_extensions}")
+
+        logger.info(f"Processing files: {all_jsonl_files}")
+
+        return all_jsonl_files
+
+    @staticmethod
+    def extract_jsonl_entries(jsonl_files):
+        "Extract entries from specified jsonl files"
+        entries = []
+        for jsonl_file in jsonl_files:
+            entries.extend(load_jsonl(Path(jsonl_file)))
+        return entries
+
+    @staticmethod
+    def convert_entries_to_jsonl(entries: List[Entry]):
+        "Convert each entry to JSON and collate as JSONL"
+        return "".join([f"{entry.to_json()}\n" for entry in entries])
diff --git a/tests/test_jsonl_to_jsonl.py b/tests/test_jsonl_to_jsonl.py
new file mode 100644
index 00000000..eb25d579
--- /dev/null
+++ b/tests/test_jsonl_to_jsonl.py
@@ -0,0 +1,82 @@
+# Standard Packages
+import json
+
+# Internal Packages
+from khoj.processor.jsonl.jsonl_to_jsonl import JsonlToJsonl
+from khoj.utils.jsonl import load_jsonl
+from khoj.utils.rawconfig import Entry
+
+
+def test_process_entries_from_single_input_jsonl(tmp_path):
+    "Convert multiple jsonl entries from single file to entries."
+    # Arrange
+    input_jsonl = """{"raw": "raw input data 1", "compiled": "compiled input data 1", "file": "source/file/path1"}
+{"raw": "raw input data 2", "compiled": "compiled input data 2", "file": "source/file/path2"}
+"""
+    input_jsonl_file = create_file(tmp_path, input_jsonl)
+
+    # Act
+    # Process Each Entry from All Notes Files
+    input_jsons = JsonlToJsonl.extract_jsonl_entries([input_jsonl_file])
+    entries = list(map(Entry.from_dict, input_jsons))
+    output_jsonl = JsonlToJsonl.convert_entries_to_jsonl(entries)
+
+    # Assert
+    assert len(entries) == 2
+    assert output_jsonl == input_jsonl
+
+
+def test_process_entries_from_multiple_input_jsonls(tmp_path):
+    "Convert multiple jsonl entries from single file to entries."
+    # Arrange
+    input_jsonl_1 = """{"raw": "raw input data 1", "compiled": "compiled input data 1", "file": "source/file/path1"}"""
+    input_jsonl_2 = """{"raw": "raw input data 2", "compiled": "compiled input data 2", "file": "source/file/path2"}"""
+    input_jsonl_file_1 = create_file(tmp_path, input_jsonl_1, filename="input1.jsonl")
+    input_jsonl_file_2 = create_file(tmp_path, input_jsonl_2, filename="input2.jsonl")
+
+    # Act
+    # Process Each Entry from All Notes Files
+    input_jsons = JsonlToJsonl.extract_jsonl_entries([input_jsonl_file_1, input_jsonl_file_2])
+    entries = list(map(Entry.from_dict, input_jsons))
+    output_jsonl = JsonlToJsonl.convert_entries_to_jsonl(entries)
+
+    # Assert
+    assert len(entries) == 2
+    assert output_jsonl == f"{input_jsonl_1}\n{input_jsonl_2}\n"
+
+
+def test_get_jsonl_files(tmp_path):
+    "Ensure JSONL files specified via input-filter, input-files extracted"
+    # Arrange
+    # Include via input-filter globs
+    group1_file1 = create_file(tmp_path, filename="group1-file1.jsonl")
+    group1_file2 = create_file(tmp_path, filename="group1-file2.jsonl")
+    group2_file1 = create_file(tmp_path, filename="group2-file1.jsonl")
+    group2_file2 = create_file(tmp_path, filename="group2-file2.jsonl")
+    # Include via input-file field
+    file1 = create_file(tmp_path, filename="notes.jsonl")
+    # Not included by any filter
+    create_file(tmp_path, filename="not-included-jsonl.jsonl")
+    create_file(tmp_path, filename="not-included-text.txt")
+
+    expected_files = sorted(map(str, [group1_file1, group1_file2, group2_file1, group2_file2, file1]))
+
+    # Setup input-files, input-filters
+    input_files = [tmp_path / "notes.jsonl"]
+    input_filter = [tmp_path / "group1*.jsonl", tmp_path / "group2*.jsonl"]
+
+    # Act
+    extracted_org_files = JsonlToJsonl.get_jsonl_files(input_files, input_filter)
+
+    # Assert
+    assert len(extracted_org_files) == 5
+    assert extracted_org_files == expected_files
+
+
+# Helper Functions
+def create_file(tmp_path, entry=None, filename="test.jsonl"):
+    jsonl_file = tmp_path / filename
+    jsonl_file.touch()
+    if entry:
+        jsonl_file.write_text(entry)
+    return jsonl_file