LLM Engineering
UniMERNet: A Universal Network for Real-World Mathematical Expression Recognition
Run PyTorch LLMs locally on servers, desktop and mobile
GraphRAG using Local LLMs - Features robust API and multiple apps for Indexing/Prompt Tuning/Query/Chat/Visualizing/Etc. This is meant to be the ultimate GraphRAG/KG local LLM app.
Flax is a neural network library for JAX that is designed for flexibility.
E3x is a JAX library for constructing efficient E(3)-equivariant deep learning architectures built on top of Flax.
A high-throughput and memory-efficient inference and serving engine for LLMs
A programming framework for agentic AI 🤖 PyPi: autogen-agentchat Discord: https://aka.ms/autogen-discord Office Hour: https://aka.ms/autogen-officehour
Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]
Microsoft's GraphRAG + AutoGen + Ollama + Chainlit = Fully Local & Free Multi-Agent RAG Superbot
The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, and more.
A quick guide (especially) for trending instruction finetuning datasets
✨✨ [ICLR 2025] MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
LOTUS: A semantic query engine for fast and easy LLM-powered data processing
TAG-Bench: A benchmark for table-augmented generation (TAG)
A library for efficient similarity search and clustering of dense vectors.
Neo4j graph construction from unstructured data using LLMs
"LightRAG: Simple and Fast Retrieval-Augmented Generation"
A simple, easy-to-hack GraphRAG implementation
A collection of theoretical basics for AGI research
Over 200 figures and diagrams of the most popular deep learning architectures and layers FREE TO USE in your blog posts, slides, presentations, or papers.