Linghua Jin

Jul 02, 2025 • 1 min read

CocoIndex - super simple etl to prepare data for ai agents, with dynamic index

CocoIndex - super simple etl to prepare data for ai agents, with dynamic index

I have been working on CocoIndex - https://github.com/cocoindex-io/cocoindex for quite a few months. Today the project officially cross 2k Github stars.

The goal is to make it super simple to prepare dynamic index for AI agents (Google Drive, S3, local files etc). Just connect to it, write minimal amount of code (normally ~100 lines of python) and ready for production.

When sources get updates, it automatically syncs to targets with minimal computation needed.

It has native integrations with Ollama, LiteLLM, sentence-transformers so you can run the entire incremental indexing on-prems with your favorite open source model.

Would love to learn your feedback :) And appreciate a Github star!

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