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Data transformation framework for AI. Ultra performant, with incremental processing. 🌟 Star if you like it!

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When we delete (drop) a target backend, sometimes it fails because the connection is no longer available. Currently this may block flow's setup process. We want to make target deletion...

help wanted
cocoindex-core

Addresses #1377 by introducing a structured error system that supports host exception tunneling. The core `CError` enum has four variants: `Context` for wrapping errors with messages (replacing [`anyhow::Context`](https://docs.rs/anyhow/latest/anyhow/trait.Context.html)), `HostLang` for...

## Summary This PR adds LEANN vector index target support to CocoIndex, enabling efficient RAG capabilities with 97% storage savings. ## Features - Efficient Vector Indexing: 97% storage savings via...

This PR adds Python 3.14 free-threaded mode support to CocoIndex, resolving #1187 Key Changes: - Configure PyO3 for free-threaded mode (gil_used = false) - Add free-threaded feature and dependencies -...

# Context & Motivation Currently, our Core library relies on `anyhow` for error handling. While convenient, this causes a major issue when interfacing with the Python runtime (PyO3). **The Problem:**...

cocoindex-core

Similar to [LanceDB](https://cocoindex.io/docs/targets/lancedb) support. Please make ChromaDB an optional dependency. --- ❤️ Contributors, please refer to 📙[Contributing Guide](https://cocoindex.io/docs/about/contributing). Unless the PR can be sent immediately (e.g. just a few lines...

help wanted
integration
hacktoberfest

Similar to #352, but to be used to test flow functions in Python. It takes the following input: - a function spec - input argument / types - input row(s)...

help wanted
python-sdk
hacktoberfest

See #1051 for more context --- ❤️ Contributors, please refer to 📙[Contributing Guide](https://cocoindex.io/docs/about/contributing). Unless the PR can be sent immediately (e.g. just a few lines of code), we recommend you...

good first issue
help wanted
integration
hacktoberfest

**What is the use case?** Most of my projects are fully in Rust or use Rust WASM. I do not want to drop to Python to manage AI-related activities **Describe...

**What is the use case?** support vector and FTS indexes in lancedb connector --- ❤️ Contributors, please refer to 📙[Contributing Guide](https://cocoindex.io/docs/about/contributing). Unless the PR can be sent immediately (e.g. just...