Define the typical parameters for a RAG setup. See the below section for the list of parameters. 2. ⚙️ RAG Config This section contains the RAG parameters, generated by the "builder agent" in the previous
https://github.com/jianyuan1991/ragdemohttps://gitee.com/jianyuan/ragdemo环境准备Ollama和模型Ollama本地部署下载qwen:7b:ollama run qwen:7bOllama部署和qwen模型下载可以参考Spring AI+Ollama本地环境搭建下载embedding模型:ollama pull mofanke/dmeta-embedding-zh...
git clone https://github.com/NimaVahdat/Llama_RAG_System.git cd Llama_RAG_System Ensure that ChromaDB and any other necessary services are running as needed. Usage Running the Flask API To start the Flask API, run the following command: python -m scripts.run_flask Running the Gradio Interfa...
DEBUG_ENABLED = False- log information to reveal what the RAG system is picking up from 'memory', what (and if) it extracts for memory, web search keywords, etc. Additional notes I encouarge you to be thoughtful in your usage of this. You can do a lot of things with it that would...
Ollama RAG Idea The Idea is to build a production ready RAG system using ollama as Retrieval and Generation Backend and Securing the Application with GuardLlama. Components Rest Backend: FastAPI LLM Provider: Ollama Safeguard Provider: GuardLlama by Meta AI Vector Database: Weaviate LLM Engineeri...
https://github.com/open-kf/rag-gptRAG-GPT的基本架构RAG-GPT关键特性:内置LLM支持:支持云端LLM和本地LLM。快速设置:只需五分钟即可部署生产级对话服务机器人。多样化知识库集成:支持多种类型的知识库,包括网站、独立URL和本地文件。灵活配置:提供用户友好的后台,配备可定制的设置以简化管理。美观的用户界面:具有...
git clone https://github.com/kturung/colpali-llama-vision-rag.git python -m venv venv source venv/bin/activate # For Mac/Linux # or .\venv\Scripts\activate # For Windows pip install -r requirements.txt Install Ollama from https://ollama.com Launch application: streamlit run app.py No...
LLM之RAG实战(七)| 使用llama_index实现多模态RAG Arron github:ArronAI007/Awesome-AGI 来自专栏 · RAG 12 人赞同了该文章 一、多模态RAG OpenAI开发日上最令人兴奋的发布之一是GPT-4V API(platform.openai.com/doc)的发布。GPT-4V是一个多模态模型,可以接收文本/图像,并可以输出文本响应。最近还有一些...
https://github.com/jianyuan1991/ragdemo https://gitee.com/jianyuan/ragdemo 环境准备 Ollama和模型 Ollama本地部署 下载qwen:7b: ollama run qwen:7b Ollama部署和qwen模型下载可以参考Spring AI+Ollama本地环境搭建 下载embedding模型: ollama pull mofanke/dmeta-embedding-zh ...
SQLite RAG with Ollama A simple demonstration of building a Retrieval Augmented Generation (RAG) system using SQLite and Ollama for local, on-device vector search. This project implements a movie recommendation system to showcase RAG capabilities without requiring complex infrastructure. Overview This ...