A simple, easy-to-hack GraphRAG implementation

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

🐫 CAMEL: Finding the Scaling Law of Agents. A multi-agent framework. https://www.camel-ai.org

Medical Graph RAG: Graph RAG for the Medical Data

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

A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

Official implementation of OpenTab (ICLR2024)

Vision Document Retrieval (ViDoRe): Benchmark. Evaluation code for the ColPali paper.

Use late-interaction multi-modal models such as ColPali in just a few lines of code.

[ACL'24] Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning

a multimodal retrieval dataset

A curated list of retrieval-augmented generation (RAG) in large language models

The official implementation of "TRAIT: Personality Testset designed for LLMs with Psychometrics"

RAGChecker: A Fine-grained Framework For Diagnosing RAG

Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)

Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning

A collection of resources on applications of multi-modal learning in medical imaging.

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑‍🔬

The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

LLM101n: Let's build a Storyteller

Official PyTorch Implementation of MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training.

A privacy-first, self-hosted, fully open source personal knowledge management software, written in typescript and golang.

A curated list of awesome open-source libraries for production LLM