Simplifying reinforcement learning for complex game environments

FastAPI Best Practices and Conventions we used at our startup

One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure

Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.

The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices

Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard and designing lighteval!

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

Modeling, training, eval, and inference code for OLMo

A simple, easy-to-hack GraphRAG implementation

Neo4j graph construction from unstructured data using LLMs

An open-source RAG-based tool for chatting with your documents.

aider is AI pair programming in your terminal

Recipes for learning, fine-tuning, and adapting ColPali to your multimodal RAG use cases. 👨🏻‍🍳

Deep learning for dummies. All the practical details and useful utilities that go into working with real models.

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Play the spymaster in the boardgame Codenames using word embeddings.

A modular graph-based Retrieval-Augmented Generation (RAG) system

A curated list of Generative AI tools, works, models, and references

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

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

A multi-backend implementation of the Keras API, with support for TensorFlow, JAX, and PyTorch.