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High-quality datasets, tools, and concepts for LLM fine-tuning.
A comprehensive guide to LLM evaluation methods designed to assist in identifying the most suitable evaluation techniques for various use cases, promote the adoption of best practices in LLM assess…
Convert any PDF into a podcast episode!
The Library for LLM-based multi-agent applications
The Library for LLM-based web-agent applications
A python tool that uses GPT-4, FFmpeg, and OpenCV to automatically analyze videos, extract the most interesting sections, and crop them for an improved viewing experience.
Empowering RAG with a memory-based data interface for all-purpose applications!
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…
LLM-Merging: Building LLMs Efficiently through Merging
LLM reads a paper and produce a working prototype
ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)
llama3 implementation one matrix multiplication at a time
⚡FlashRAG: A Python Toolkit for Efficient RAG Research
A simple, easy-to-hack GraphRAG implementation
Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines
🔍 An LLM-based Multi-agent Framework of Web Search Engine (like Perplexity.ai Pro and SearchGPT)
Neo4j graph construction from unstructured data using LLMs
A modular graph-based Retrieval-Augmented Generation (RAG) system
HyDE: Precise Zero-Shot Dense Retrieval without Relevance Labels
An extension for using Cursor in Visual Studio Code.