Distill a Small Static Model from any Sentence Transformer

A vector search SQLite extension that runs anywhere!

🚀 Retrieval Augmented Generation (RAG) with txtai. Combine search and LLMs to find insights with your own data.

AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:

Open-source vector similarity search for Postgres

Your favorite Python graph libraries, scalable and interoperable. Graph databases in memory, and familiar graph APIs for cloud databases.

A streaming multipart parser for Python.

MessagePack serializer implementation for Python msgpack.org[Python]

Implementation of the Cypher language for searching NetworkX graphs

Performant, pure-Python subgraph isomorphism and monomorphism search (aka "motif search")

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

Accessible large language models via k-bit quantization for PyTorch.

Python client for txtai

🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

SciPy library main repository

Open source plugin for Mkdocs page redirects

A next generation HTTP client for Python. 🦋

Show coverage stats online via coveralls.io

DuckDB is an analytical in-process SQL database management system

The official Python client for the Huggingface Hub.

The Database Toolkit for Python

Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]

Python bindings for llama.cpp

📚 Datasets and models for instruction-tuning

asyncio-based Python wrapper for the Rocket.Chat Realtime API.

The communications platform that puts data protection first.

💭 Retrieval augmented generation (RAG) and language model powered search applications