langchain-ai / rag-from-scratchLinks
☆5,794Updated 4 months ago
Alternatives and similar repositories for rag-from-scratch
Users that are interested in rag-from-scratch are comparing it to the libraries listed below
Sorting:
- ☆1,379Updated last year
- Build a RAG (Retrieval Augmented Generation) pipeline from scratch and have it all run locally.☆879Updated last year
- ☆2,166Updated this week
- This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.☆2,298Updated 8 months ago
- ⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)☆3,079Updated last month
- Implementation of my RAG system that won all categories in Enterprise RAG Challenge 2☆1,921Updated 5 months ago
- Supercharge Your LLM Application Evaluations 🚀☆11,197Updated last week
- Agentic-RAG explores advanced Retrieval-Augmented Generation systems enhanced with AI LLM agents.☆1,178Updated 2 weeks ago
- Everything you need to know to build your own RAG application☆3,586Updated 3 months ago
- The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices☆4,337Updated 7 months ago
- This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information r…☆22,641Updated this week
- 🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽�…☆4,193Updated 6 months ago
- Knowledge Agents and Management in the Cloud☆4,190Updated last week
- This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated …☆1,459Updated 4 months ago
- [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge a…☆2,900Updated last month
- A simple Langchain RAG application.☆854Updated last year
- Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 ,A…☆409Updated last year
- A simple, easy-to-hack GraphRAG implementation☆3,456Updated 3 months ago
- Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-…☆1,760Updated last year
- ☆2,063Updated last week
- The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval☆1,444Updated last year
- Implementing the 4 agentic patterns from scratch☆1,605Updated 7 months ago
- A curated list of Large Language Model resources, covering model training, serving, fine-tuning, and building LLM applications.☆4,313Updated 2 months ago
- Build resilient language agents as graphs.☆20,493Updated this week
- Practical course about Large Language Models.☆1,691Updated last week
- ☆2,097Updated last year
- Full toolkit for running an AI agent service built with LangGraph, FastAPI and Streamlit☆3,774Updated 2 weeks ago
- DSPy: The framework for programming—not prompting—language models☆29,666Updated this week
- Cache-Augmented Generation: A Simple, Efficient Alternative to RAG☆1,424Updated 5 months ago
- Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean…☆13,042Updated 2 weeks ago