RAG Retrieval alternatives for AI agents.

Ingest files for retrieval augmented generation (RAG) with open-source Large Language Models (LLMs), all without 3rd parties or sensitive data leaving your network.

[EMNLP'25 findings] This is the official repo for the paper, HiRAG: Retrieval-Augmented Generation with Hierarchical Knowledge.

Collect, organize, use, and share, all in OmniBox.

Daily updated LLM papers. 每日更新 LLM 相关的论文，欢迎订阅 👏 喜欢的话动动你的小手 🌟 一个

WikiChat is an improved RAG. It stops the hallucination of large language models by retrieving data from a corpus.

Retrieval and Retrieval-augmented LLMs

[ICLR 2026] Youtu-GraphRAG: Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning

TrustRAG：The RAG Framework within Reliable input,Trusted output

This NVIDIA RAG blueprint serves as a reference solution for a foundational Retrieval Augmented Generation (RAG) pipeline.

Bringing BERT into modernity via both architecture changes and scaling

Jupyter Notebooks to help you get hands-on with Pinecone vector databases

Official Repo for "TheoremExplainAgent: Towards Video-based Multimodal Explanations for LLM Theorem Understanding" [ACL 2025 oral]

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

Fast State-of-the-Art Static Embeddings

Open-source tool to visualise your RAG 🔮

RAG-Fusion: multi-query generation + Reciprocal Rank Fusion for better retrieval-augmented generation. Includes evaluation harness with NFCorpus/BEIR.