rag

Open-source ecosystem for building AI-powered conversational solutions using RAG, agents, FSMs, and LLMs.

🧠 LLM-Driven Intelligent Memory & Context Management System （AI记忆管理与智能上下文感知平台） AI记忆管理平台 | 智能上下文感知 | RAG检索增强生成 | 向量检索引擎

Open-source AI customer support platform — RAG knowledge base, multi-provider LLM agents, embeddable chat widget. FastAPI + Next.js + pgvector.

AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables / files unified by URI graph, served over MCP.

Build Research and Rag agents with Granite on your laptop

一种利用Langchain框架和本地向量库实现的对话式BI，它的目标是帮助用户寻找、理解数据知识，并能够分析数据、洞察结果，通过自然语言对话，降低数据分析的门槛。

This is an advanced Python tool that empowers you to effortlessly draft customizable PowerPoint slides using the Generative Pre-trained Transformer (GPT) of your choice. Leveraging the capabilities of Large Language Models (LLM), odin-slides enables you to turn the lengthiest Word documents into well organized presentations.

Create your own ChatGPT with Retrieval-Augmented-Generation workshop

PDFStract - Extract, Chunking and Embedding Layer in Your RAG Pipeline - Available as CLI - WEBUI - API

From Java Dev to AI Engineer: Spring AI Fast Track

OpenClaw skill for scraping any URL using the Decodo Web Scraping API.

Local-first, auditable Python code agent. Ships its own 30-task hidden-test benchmark plus SWE-bench Verified scored by the official harness -- every number reproducible, negative results included.

A framework for fine-tuning retrieval-augmented generation (RAG) systems.

Model Context Protocol server to allow for reading and writing from Pinecone. Rudimentary RAG

Fast similarity search using DuckDB

Pebblo enables developers to safely load data and promote their Gen AI app to deployment

[EMNLP 2024] OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs.

Open-source document chat platform with semantic search, RAG (Retrieval Augmented Generation), and multi-provider AI support (OpenRouter, OpenAI, ImageRouter).

An open-source alternative to Cursor, Windsurf (Local RAG, Bring your own LLM, Agents). Written in golang

Secure AI conversations with documents, video, audio, and more. Personal workspaces for focused context, group spaces for shared insight. Classify docs, reuse prompts, and extend with modular features.