nChain is a Python package that provides a flexible and efficient implementation to create LLM bots over extensible dataset.

You can install nChain directly from PyPI using pip:

pip install nChain

Alternatively, you can clone the repository and install from source:

git clone https://github.com/jamesliu/nChain.git
cd nChain
pip install .

Here are examples of how to use nChain to search ArXiv paper using embedding.

nchain add https://arxiv.org/abs/1409.0473
nchain add https://arxiv.org/abs/2010.14701
nchain add https://arxiv.org/abs/2203.02155
nchain add https://arxiv.org/abs/2302.01318v1
nchain add https://arxiv.org/abs/2309.17453
nchain add https://arxiv.org/abs/2310.02304

nchain query "Show me the Scaling Laws for Autoregressive Generative Modeling."
nchain query "Show me the algorithm about Large Lanuage Model Decoding with Speculative Sampling."
nchain query "How to handle streaming apps efficiently in LLM?"

Full documentation is available here.

We welcome contributions to nChain! If you're interested in contributing, please see our contribution guidelines and code of conduct.

nChain is licensed under the Apache License 2.0. See the LICENSE file for more details.

For support, questions, or feature requests, please open an issue on our GitHub repository or contact the maintainers.

See the releases page for a detailed changelog of each version.