Limbo is a work-in-progress, in-process OLTP database management system, compatible with SQLite.

Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!

LLM inference in C/C++

Weaviate is an open source vector database that stores both objects and vectors, allowing for combining vector search with structured filtering with the fault-tolerance and scalability of a cloud-n…

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Get up and running with Llama 3, Mistral, Gemma, and other large language models.

LlamaIndex (formerly GPT Index) is a data framework for your LLM applications

⚡ Building applications with LLMs through composability ⚡

Minimalist ML framework for Rust

The embedding/reranking model zoo help user to convert their unstructured data into embeedings

CLIP-like model evaluation

Generalised Contrastive Learning. This is a Repository for Google Shopping Dataset and Benchmarks followed by our novel fine-grained contrastive learning framework.

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

MTEB: Massive Text Embedding Benchmark

Multilingual Sentence & Image Embeddings with BERT

Additional packages (components, document stores and the likes) to extend the capabilities of Haystack version 2.0 and onwards

🔍 LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your d…

🚀 A list of Haystack Integrations, maintained by the community or deepset.

ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)

Eden AI: simplify the use and deployment of AI technologies by providing a unique API that connects to the best possible AI engines

A reusable leave-behind for enterprise customers showing the differentiator of using the best Vector Store in the world: Astra DB

Revolutionizing Database Interactions with Private LLM Technology

Retrieval Augmented Generation (RAG) framework and context engine powered by Pinecone

Pinecone text client library

🔮 SuperDuperDB: Bring AI to your database: Integrate, train and manage any AI models and APIs directly with your database and your data.

the AI-native open-source embedding database

The Go language implementation of gRPC. HTTP/2 based RPC

Fast, Accurate, Lightweight Python library to make State of the Art Embedding