NirDiamant / RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.
☆13,785Updated 3 weeks ago
Alternatives and similar repositories for RAG_Techniques:
Users that are interested in RAG_Techniques are comparing it to the libraries listed below
- This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a…☆11,101Updated last week
- This repository offers a comprehensive collection of tutorials and implementations for Prompt Engineering techniques, ranging from fundam…☆3,698Updated 3 weeks ago
- RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry☆3,987Updated last month
- 🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with Open…☆9,862Updated this week
- structured outputs for llms☆9,961Updated this week
- Knowledge Agents and Management in the Cloud☆3,853Updated this week
- A lightweight library for building Multimodal Agents. Use it to give LLMs superpowers like memory, knowledge, tools and reasoning.☆23,266Updated this week
- A modular graph-based Retrieval-Augmented Generation (RAG) system☆24,066Updated this week
- Build resilient language agents as graphs.☆10,961Updated this week
- AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation☆3,752Updated last month
- Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sag…☆20,152Updated this week
- This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated …☆1,121Updated 3 weeks ago
- Supercharge Your LLM Application Evaluations 🚀☆8,668Updated this week
- Everything you need to know to build your own RAG application☆2,724Updated last week
- Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.☆10,692Updated this week
- Composable building blocks to build Llama Apps☆7,597Updated this week
- Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations,…☆5,964Updated this week
- This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.☆1,825Updated last month
- Build Conversational AI in minutes ⚡️☆9,074Updated this week
- Retrieval Augmented Generation (RAG) chatbot powered by Weaviate☆6,983Updated last week
- Agent Framework / shim to use Pydantic with LLMs☆8,016Updated this week
- The LLM Evaluation Framework☆5,814Updated this week
- Build Real-Time Knowledge Graphs for AI Agents☆3,085Updated last week
- AdalFlow: The library to build & auto-optimize LLM applications.☆2,907Updated last week
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.☆11,903Updated this week
- LLM based autonomous agent that conducts deep local and web research on any topic and generates a long report with citations.☆20,595Updated this week
- ☆3,793Updated 8 months ago
- In-depth tutorials on LLMs, RAGs and real-world AI agent applications.☆6,880Updated last week
- The Memory layer for AI Agents☆27,077Updated this week
- 🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽�…☆3,770Updated 3 weeks ago