🔍 An LLM-based Multi-agent Framework of Web Search Engine (like Perplexity.ai Pro and SearchGPT)

AI driven development in your terminal. Designed for large, real-world tasks.

Function calling for vector database lookup based on user question.

Mixture of Agents using Groq

Agent Zero AI framework

This repo is my settings for using the local LLM with graphrag & an UI to chat with the index result

Microsoft’s GraphRAG with AutoGen, Ollama and Chainlit to run a local Multi-Agent RAG bot

GraphRAG using Local LLMs - Features robust API and multiple apps for Indexing/Prompt Tuning/Query/Chat/Visualizing/Etc. This is meant to be the ultimate GraphRAG/KG local LLM app.

Build resilient language agents as graphs.

SearchGPT / Perplexity Pages clone, but personalised for you.

GraphRAG4OpenWebUI integrates Microsoft's GraphRAG technology into Open WebUI, providing a versatile information retrieval API. It combines local, global, and web searches for advanced Q&A systems …

Microsoft's GraphRAG + AutoGen + Ollama + Chainlit = Fully Local & Free Multi-Agent RAG Superbot

Local models support for Microsoft's graphrag using ollama (llama3, mistral, gemma2 phi3)- LLM & Embedding extraction

Agentic RAG using Crew AI.

Pipelines: Versatile, UI-Agnostic OpenAI-Compatible Plugin Framework

A one-stop, open-source, high-quality data extraction tool, supports PDF/webpage/e-book extraction.一站式开源高质量数据提取工具，支持PDF/网页/多格式电子书提取。

This repository contains presentations and workshops created by the Microsoft Power Platform Advocates.

Run CrewAI agent workflows on local LLM models with Llamafile and Ollama

✨ 🧬 Turing ES - Enterprise Search, Chatbot using Search Engine and Many NLP Vendors.

Instrument any LLM to do actual stuff.

All-in-one AI CLI tool featuring Chat-REPL, Shell Assistant, RAG, AI tools & agents, with access to OpenAI, Claude, Gemini, Ollama, Groq, and more.

Simple Graph Memory for AI applications

Your intelligent ally for effortless information retrieval and seamless browsing across documents and the web.

Build LLM powered Agents and "Agentic workflows" based on the Stanford DSP paper.

Tiledesk's open-source visual, no-code designer where LLM/GPT AI meets a flexible 'graph' approach. Create conversations and automations effortlessly – a Voiceflow and Botpress alternative.

Alwrity - AI contextual Content generation Suite. Prevents AI hallucinations, Web Researched factual, SEO optimized content. Get blog Images. Create your AI-Powered Content Agents team. Create cont…

A Comprehensive Toolkit for High-Quality PDF Content Extraction