A working example of RAG using LLama 2 70b and Llama Index

Examples of RAG using Llamaindex with local LLMs - Gemma, Mixtral 8x7B, Llama 2, Mistral 7B, Orca 2, Phi-2, Neural 7B

OpenAI document chatbot using llama-index, pinecone and chainlit. With incremental features, giving you the tools to go from a basic RAG into an advanced one.

A RAG Chatbot with Next.js, Together.ai and Llama Index

基于llama-index框架的 RAG 最佳实践，通过业界领先的PDF结构化文档解析能力、混合检索、small2big、Contextual rag等策略实现了高精度的传统rag模式问答效果，同时支持基于plan and solve agent执行pipline的Deep RAG模式，提供多格式文档支持与数据安全的存储架构。

Knowledge chatbot using Agentic Retrieval Augmented Generation (RAG) techniques. Full-stack proof of concept built on langchain, llama-index, django, pgvector, with multiple advanced RAG techniques used.

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Advanced Retrieval Augumented Generation(RAG) System Using Open Source Llama2 and LLamaIndex With HuggingFace

This chatbot utilizes the concept of Agentic RAG to develop an advanced chatbot that is capable of reasoning among complicated-context documents

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Perform RAG (Retrieval-Augmented Generation) from your PDFs using this Colab notebook! Powered by Llama 2

A premium RAG-based AI Assistant built with React and FastAPI. Features efficient document indexing and high-accuracy retrieval-augmented generation using Llama 3.1.

A RAG implementation on Llama Index using Qdrant vector stores as storage. Take some pdfs, store them in the db, use LLM to inference.

使用llama index实现RAG系统（重排序，混合检索，处理PDF）

RAG技术实现。 langchain, llama_index

LLM Chatbot with Retrieval Augmented Generation using Llamaindex. It works both in online and offline mode.

Open AI APIs with Llama Index and Milvus Vector DB for Retrieval Augmented Generation (RAG) testing

Open Interpreter Hackathon: Allowing LLMs in open-interpreter to perform RAG autonomously using LLAMA-Index over cloud (GCP) using your custom data

This project has implemented the RAG function on Jetson and supports TXT and PDF document formats. It uses MLC for 4-bit quantization of the Llama2-7b model, utilizes ChromaDB as the vector database, and connects these features with Llama_Index. I hope you like this project.

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Examples of RAG using Llamaindex with local LLMs in Linux - Gemma, Mixtral 8x7B, Llama 2, Mistral 7B, Orca 2, Phi-2, Neural 7B

Open source RAG with Llama Index for Japanese LLM in low resource settting

Chatbot powered by opensource LLM and RAG with llama index and flask

use chatglm, llama_index, streamlit to implement a easy-to-use rag system

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Data retrieval and analysis tool using Llama index for the efficient processing and querying of large text datasets

En este repo encontraras los primeros pasos para implementar RAG de una manera sencilla con Llama index

Agent | LLM | Generative AI | Python | RAG | Google Gemini | OpenAI | HuggingFace | LlamaIndex | FastAPI