DSPy: The framework for programming—not prompting—language models

A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.

This is a simple demonstration of more advanced, agentic patterns built on top of the Realtime API.

High-performance retrieval engine for unstructured data

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…

🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

first base model for full-duplex conversational audio

Official inference framework for 1-bit LLMs

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

CharNet: Convolutional Character Networks

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

Access large language models from the command-line

Fact-checking LLM outputs with self-ask

ETL, Analytics, Versioning for Unstructured Data

💮 amazing QRCode generator in Python (supporting animated gif) - Python amazing 二维码生成器（支持 gif 动态图片二维码）

Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of papers on accelerating LLMs, currently focusing mainly on infer…

Elliptic++ Dataset: A Graph Network of Bitcoin Blockchain Transactions and Wallet Addresses

A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

Resources for the "SummEval: Re-evaluating Summarization Evaluation" paper

easy to use retry decorator in python

🎧 Open source Spotify client that doesn't require Premium nor uses Electron! Available for both desktop & mobile!

Automate your browser with GPT-4

Hands-On Graph Neural Networks Using Python, published by Packt

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

Retrieval and Retrieval-augmented LLMs

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)