🤖 GenAI
🌐 Make websites accessible for AI agents. Automate tasks online with ease.
Agent Framework / shim to use Pydantic with LLMs
Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.
Python tool for converting files and office documents to Markdown.
A playbook for effectively prompting post-trained LLMs
Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard and designing lighteval!
🔥 Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API.
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…
Examples and guides for using the Gemini API
OpenUI let's you describe UI using your imagination, then see it rendered live.
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
DSPy: The framework for programming—not prompting—language models
Memory for AI Agents; Announcing OpenMemory MCP - local and secure memory management.
Interact with your documents using the power of GPT, 100% privately, no data leaks
This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better.
💡 All-in-one open-source AI framework for semantic search, LLM orchestration and language model workflows
🌸 fastText + Bloom embeddings for compact, full-coverage vectors with spaCy
Library for fast text representation and classification.
Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
AI 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 data…
Muzic: Music Understanding and Generation with Artificial Intelligence
🤗 smolagents: a barebones library for agents that think in code.
🚀 The fast, Pythonic way to build MCP servers and clients
Full-stack framework for building Multi-Agent Systems with memory, knowledge and reasoning.
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
A FastMCP tool to search and retrieve Polars API documentation.
Full toolkit for running an AI agent service built with LangGraph, FastAPI and Streamlit