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Multi-agent framework, runtime and control plane. Built for speed, privacy, and scale.
Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous …
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]
Code and documentation to train Stanford's Alpaca models, and generate the data.
DSPy: The framework for programming—not prompting—language models
The official Python library for the OpenAI API
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…
A modular graph-based Retrieval-Augmented Generation (RAG) system
An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
Fully open reproduction of DeepSeek-R1
An open-source RAG-based tool for chatting with your documents.
Official inference framework for 1-bit LLMs
An LLM agent that conducts deep research (local and web) on any given topic and generates a long report with citations.
DeepSeek Coder: Let the Code Write Itself
🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄.
Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team.
Build Real-Time Knowledge Graphs for AI Agents
🦉 OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation
SWE-agent takes a GitHub issue and tries to automatically fix it, using your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2024]
Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
A lightweight, powerful framework for multi-agent workflows
Tongyi Deep Research, the Leading Open-source Deep Research Agent
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
pix2tex: Using a ViT to convert images of equations into LaTeX code.