Demystify RAG by building it from scratch. Local LLMs, no black boxes - real understanding of embeddings, vector search, retrieval, and context-augmented generation.
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Nov 29, 2025 - JavaScript
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rag-chatbot
Here are 1,381 public repositories matching this topic...
AI-powered document analysis platform built with Next.js, LangChain, PostgreSQL + pgvector. Upload, organize, and chat with documents. Includes predictive missing-document detection, role-based workflows, and page-level insight extraction.
typescript ocr nextjs postgresql full-stack openai document-analysis rag vector-search ai-chatbot document-ai langchain pgvector drizzle-orm rag-chatbot llm-app
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Nov 19, 2025 - TypeScript
Open-source, self-hosted alternative to NotebookLM. Chat with your documents, generate audio summaries, and ground AI in your own sources—built with Supabase and N8N on a React frontend.
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Sep 2, 2025 - TypeScript
One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.
ai memory local-development ai-agents fine-tuning rag ai-agent voice-agent freamework llm llmops finetuning-llms rag-chatbot mcp-server
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Sep 8, 2025 - Python
A minimal Agentic RAG built with LangGraph — learn Retrieval-Augmented Agents in minutes.
agent gradio agents bm25 ai-agents rag qdrant llm generative-ai langchain retrieval-augmented-generation ollama langgraph rag-pipeline rag-chatbot rag-agents agentic-rag agentic-ai retrieval-augmented-generation-rag
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Nov 28, 2025 - Jupyter Notebook
Prototype SDK for RAG development.
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Jan 23, 2025 - TypeScript
pdfLLM is a completely open source, proof of concept RAG app.
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Sep 1, 2025 - Python
Open-source, fully private and local alternative to NotebookLM. Chat with your documents, generate audio summaries, and ground AI in your own sources—built with Supabase, N8N on a React frontend using Ollama for local inference
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Sep 12, 2025 - TypeScript
AnythingLLM Embed widget submodule for the main AnythingLLM application
javascript gpt chat-widget rag ai-chatbot ai-assistant llm ollama llm-chatbot customer-support-assistant customer-support-ai rag-chatbot anythingllm
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Apr 27, 2025 - JavaScript
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Sep 25, 2025 - Python
Agentic RAG for any scenario. Customize sources, depth, and width
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Nov 27, 2025 - TypeScript
A RAG agent using Google's ADK & Vertex AI that lets set up semantic search across documents in under 2 minutes. Features GCS integration and natural language querying
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Aug 21, 2025 - Python
Open-source toolkit to extract structured knowledge graphs from documents and tables — power analytics, digital twins, and AI-driven assistants.
cad graph-database graph-visualization graph-api semantic-search enterprise-knowledge-graph document-processing digital-twin knowledge-graph-construction fastapi pdf-table-extraction knowledge-graphs graph-extraction intelligent-document-processing intelligent-document-recognition rag-chatbot intelligent-document-processor
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Sep 15, 2025 - Python
Template for AI chatbots & document management using Retrieval-Augmented Generation with vector search and FastAPI.
python api docker kubernetes ai rag fastapi vector-database stackit llm retrieval-augmented-generation ollama rag-chatbot
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Nov 28, 2025 - Python
MediNotes: SOAP Note Generation through Ambient Listening, Large Language Model Fine-Tuning, and RAG
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Aug 16, 2025 - Python
Supacrawler's ultralight engine for scraping and crawling the web. Written in go for maximum performance and concurrency.
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Oct 27, 2025 - Go
Build and deploy a full-stack RAG app on AWS with Terraform, using free tier Gemini Pro, real-time web search using Remote MCP server and Streamlit UI with token based authentication.
aws ui aws-lambda api-gateway mcp terraform aws-s3 sonarqube jwt-authentication jwt-auth sonarcloud gemini-api streamlit vector-database generative-ai genai rag-chatbot mcp-server mcp-client
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Jun 30, 2025 - Python
A complete Retrieval-Augmented Generation (RAG) application that demonstrates modern AI capabilities for answering questions about Ultimate Frisbee rules and strategies. This project showcases how to build a production-ready RAG system using cutting-edge technologies.
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Oct 24, 2025 - Python
x0-GPT is an advanced AI-powered tool that enables you to interact seamlessly with any website or document (including PDFs) using natural language. Whether you're looking to extract specific data, automate tasks, or gain insights, x0-GPT makes it possible with ease. Best of all, it's free and accessible to everyone.
nlp saas vector-database upstash chatgpt vercel-ai chat-with-pdf rag-llm rag-chatbot chat-with-website
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Jan 4, 2025 - TypeScript
Crawl any website with Tavily, embed the content, and deploy the RAG on MongoDB Atlas vector search.
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Jul 22, 2025 - TypeScript
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