Mellea is a library for writing generative programs.

🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄.

An interface library for RL post training with environments.

This workshop teaches systematic approaches to evaluating Generative AI workloads for production use. You'll learn to build evaluation frameworks that go beyond basic metrics to ensure reliable mod…

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Byterover Cipher is an opensource memory layer specifically designed for coding agents. Compatible with Cursor, Codex, Claude Code, Windsurf, Cline, Claude Desktop, Gemini CLI, AWS's Kiro, VS Code,…

TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

Deploy open-source LLMs on AWS in minutes — with OpenAI-compatible APIs and a powerful CLI/SDK toolkit.

OCR, layout analysis, reading order, table recognition in 90+ languages

Convert PDF to markdown + JSON quickly with high accuracy

Letta is the platform for building stateful agents: open AI with advanced memory that can learn and self-improve over time.

This repository shares end-to-end notebooks on how to use various Weaviate features and integrations!

⚡️ GenBI (Generative BI) queries any database in natural language, generates accurate SQL (Text-to-SQL), charts (Text-to-Chart), and AI-powered business intelligence in seconds.

This repository contains patterns and implementations for you to simply build your own agents and have those agents build tools and agents for various use cases.

An open protocol enabling communication and interoperability between opaque agentic applications.

A gallery that showcases on-device ML/GenAI use cases and allows people to try and use models locally.

Universal memory layer for AI Agents; Announcing OpenMemory MCP - local and secure memory management.

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Structured Outputs

The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra

Embedded property graph database built for speed. Vector search and full-text search built in. Implements Cypher.

No fortress, purely open ground. OpenManus is Coming.

Multi-agent framework, runtime and control plane. Built for speed, privacy, and scale.

This repository contains a collection of awesome tools and scripts for Developers and Engineers seeking to automate routine tasks on AWS Cloud.

Kickstart your LLMOps initiative with a flexible, robust, and productive Python package.

Scira (Formerly MiniPerplx) is a minimalistic AI-powered search engine that helps you find information on the internet and cites it too. Powered by Vercel AI SDK! Open Source perplexity alternative.

Python tool for converting files and office documents to Markdown.

🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN

Opensource IDE For Exploring and Testing API's (lightweight alternative to Postman/Insomnia)