code_embedding

Build embedding index for codebase

In this example, we will build an embedding index for a codebase using CocoIndex. CocoIndex provides built-in support for code base chunking, with native Tree-sitter support. Tree-sitter is a parser generator tool and an incremental parsing library, it is available in Rust 🦀 - GitHub. CocoIndex has built-in Rust integration with Tree-sitter to efficiently parse code and extract syntax trees for various programming languages.

Please give Cocoindex on Github a star to support us if you like our work. Thank you so much with a warm coconut hug 🥥🤗.

You can find a detailed blog post with step by step tutorial and explanations here.

Prerequisite

Install Postgres if you don't have one.

Run

Install dependencies:

pip install -e .

Setup:

python main.py cocoindex setup

Update index:

python main.py cocoindex update

Run:

python main.py

CocoInsight

CocoInsight is in Early Access now (Free) 😊 You found us! A quick 3 minute video tutorial about CocoInsight: Watch on YouTube.

Run CocoInsight to understand your RAG data pipeline:

python main.py cocoindex server -c https://cocoindex.io

Then open the CocoInsight UI at https://cocoindex.io/cocoinsight.