Fast and memory-efficient exact attention
MetricFlow allows you to define, build, and maintain metrics in code
Tensor search for humans
GraphQL in Python Made Easy
Model Context Protocol with Neo4j
Open source multi-agent RAG over a knowledge graph
A self-hosted, ad-free, privacy-respecting metasearch engine
Making Enterprise Data Intelligent and Responsive for AI
A fast PostgreSQL Database Client Library for Python/asyncio
Query MCP enables end-to-end management of Supabase via chat interface
Connect any LLM to your internal knowledge sources
Chat with your documents on your local device using GPT models
ID-based RAG FastAPI: Integration with Langchain and PostgreSQL
Asynchronous interface for peewee ORM powered by asyncio
A Model Context Protocol (MCP) server
Visual intelligence for your home.
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
Modular quant framework
The comprehensive WSGI web application library
Operating LLMs in production
Asynchronous HTTP client/server framework for asyncio and Python
Pony Object Relational Mapper
Familiar asyncio ORM for python, built with relations in mind
Framework to easily create LLM powered bots over any dataset
AI agent harness for AI coding agents