rust-rag-toolchain is a Rust native library designed to empower developers with seamless access to common Gen AI workflows.

• Retrieval Augmented Generation (RAG): Allows for better prompt completions based on your own knowledge base.

• Embedding Generation: Generate embeddings for a knowledge store, allowing a foundation for doing RAG with your own data.

• Embedding Storage: Stored generated emebedding easily in any vector database we support

• Rust programming language installed. Visit rust-lang.org for installation instructions. You will also need an Async Runtime we we recommend tokio for.

just add the latest version of rag-toolchain to you cargo.toml file !

Contributions are welcome! If you have ideas for improvements or find any issues, please open an issue or submit a pull request.

This project is licensed under the MIT License - see the LICENSE file for details.

• The rust-rag-toolchain library is inspired by the retrieval augmented generation techniques and aims to make them accessible to the Rust programming community.

For any questions or assistance, feel free to contact the maintainers:

Please raise an issue and I will get back to you quickly

Enjoy leveraging the power of retrieval augmented generation and embedding generation with rust-rag-toolchain!