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CocoIndex

Real-time data transformation framework for AI
README.md

CocoIndex

Build Fresh, Reliable Context for AI

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As AI systems become increasingly autonomous, the bottleneck is no longer model capability — it’s keeping context fresh and relevant. CocoIndex introduces an incremental, Rust-powered compute engine built specifically for AI-native workloads.

Developers write simple Python transformations without managing deltas. CocoIndex continuously tracks data and code changes, re-computes only what’s necessary, and applies minimal updates to downstream systems.

🌟 Star the repo if you like it!

Screenshot 2026-01-14 at 10 40 03 PM

🔥 Hot examples - Fork and go!

Codebase Indexing Auto-Updating Knowledge Graph from Meeting Notes
codebase indexing auto-updating knowledge graph
Fork & Go: Realtime Codebase Indexing Fork & Go: Meeting Notes Knowledge Graph

More examples : https://cocoindex.io/examples/

🤝 Contributing

We love contributions from our community ❤️. For details on contributing or running the project for development, check out our contributing guide.

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    A super light-weight embedded code search engine CLI (AST based) that just works - saves 70% token and improves speed for coding agent 🌟 Star if you like it!

    cocoindex-io/cocoindex-code’s past year of commit activity
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    Python 6,973 Apache-2.0 502 47 (5 issues need help) 5 Updated Apr 22, 2026
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    cocoindex-io/blobs’s past year of commit activity
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    cocoindex-io/realtime-codebase-indexing’s past year of commit activity
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