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📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

Open-source context retrieval layer for AI agents

Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read

OpenKB: Open LLM Knowledge Base

SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal

MTEB: State-of-the-art evaluation of embeddings across languages and modalities

Open-source inference server and production cluster for all the models your agent needs.

Fast, Accurate, Lightweight Python library to make State of the Art Embedding

Epsilla is a high performance Vector Database Management System

🔥 Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation 🔥. Our toolkit integrates 40 pre-retrieved benchmark datasets and supports 7+ retrieval techniques, 24+ state-of-the-art Reranking models, and multiple RAG methods.

LLM for Drug Editing, ICLR 2024

Chat with PDF files with source highlights