Data agents

A ChatBot powered by OpenAI GPT-3.5 which can answer questions on E-commerce data

This repository contains various techniques for Retrieval-Augmented Generation (RAG) systems.

Extracting Product Insights from Unstructured text data using LLMs with LangChain

🛡️ The safety & validation layer for LLMs in Ruby. Prevents JSON errors, repairs AI outputs, and enforces schemas for Rails & beyond.

The LLM Dataset Generator is an open source tool for generating text data compatible with various language models supported by LangChain. You can customize it to meet your specific needs, making it a valuable resource for researchers, developers, and organizations working on NLP applications.

An intelligent audio analysis tool that automatically transcribes and enables semantic search of audio recordings using Whisper and LangChain.

Gemini Pro LLM and Pinecone Vector Database for fast and performant Retrieval Augmented Generation (RAG) with LlamaIndex

COMPASS: Cooperative Multi-Agent Persistent Surveillance using Spatio-Temporal Attention Network.

Multi-agent AI fraud detection with Kafka streaming intelligence, makes decision smarter than tradititonal transaction analysis.

Multi Agent Multimodal Deep Research

AI and Data Science Course

This project demonstrates how to use the Microsoft Agent Framework to build AI-powered workflows for data analysis and reporting.

The SoulMode working archive. Prism competitions, soul file research, experimental frameworks, and the source material behind the soulmode-agent template.

A compact, schema-first standard for the boundary between cognition and execution.

Structured business ontology that gives AI agents deterministic access to institutional reasoning.

Agentic Search Engine For Real-Time IoT Data

Automate the creation of custom GPT models with data from academic papers and research conferences

A RAG-based framework for constructing scientific knowledge graphs.

Structured Turkish Constitution dataset in Markdown and JSON for search, legaltech, NLP, and RAG applications.

LLM App to demystify and summarize Terms and Conditions agreements

ShopGenie is an AI powered shopping assistant. It harnesses the power of LLM and RAG for finding a product easier than ever. This repository is the main application for the project.

A CLI tool for personal RAG that retrieves data from Notion, Obsidian, Apple Notes, etc., stored in Qdrant and exposed as an MCP server.

EntRAG - Enterprise RAG Benchmark

Fivetran dbt package designed to generate an end model and Cortex Search Service (for Snowflake destinations only) which contains unstructured document data to be used for Retrieval Augmented Generation (RAG) applications leveraging Large Language Models (LLMs)

Knowledge Copilot is a Retrieval-Augmented Generation (RAG) application with multi tenant isolation based on LDAP for companies. It allows organizations to interact with their private document libraries securely, providing accurate answers with transparent quality scoring, source citations and traceability.

Implementation of "Building Agentic RAG with LlamaIndex" offered by DeepLearning.AI focusing on developing intelligent research agents using the Retrieval-Augmented Generation (RAG) framework.

Example of a RAG application using Spring AI, OpenAI and Elasticsearch as a vector database

A framework for evaluating various customization techniques for foundation models (FMs) using your own dataset. This includes approaches like RAG, fine-tuning, and a hybrid method that combines both

A retrieval-augmented generation (RAG) system for exploring bioinformatics software via natural language, using metadata from bio.tools and a local LLM

A multi-platform financial chat application with AI-powered document analysis, real-time stock data, and web search capabilities.

Implementation of the GraphRAG system based on QDrantDB + Neo4j DB on a clean Bun + TypeScript architecture

A simple Docker based playground that brings together popular open source data and AI tools to help others get started with data lakehouse architecture and GenAI development on their local machines.

AutoML/Unstructured Data Processing for RAG and LLM Dataset Creation. Current Database Options are: Qdrant or Marqo DB.

Summarization extension for text-generation-webui, combining both general information & specific information via structured summarization data & RAG for near-perfect memory.

A Retrieval-Augmented Generation (RAG) System for PDF Chat using Qdrant Vector Database.

A Streamlit-based application that analyzes resumes using AI to extract skills, experience, and qualifications, helping recruiters make data-driven hiring decisions.

Delta Compression for Fine-tuned Models and Datasets

Graph-native workspace backend for OpenClaw — 312 skills, 27 clusters, embedded Cypher via Neo4j. Zero flat files, zero daemons.

Next-Generation Multi-Agent Research Engine Transforming raw queries into structured, verified intelligence reports.research assistant

Open-source agent observability — session replay, metrics, and shareable snapshots for AI agent workflows

Real-time dashboard to launch and monitor multi-agent AI missions using CrewAI + Groq. Choose Swarm Research, Feasibility Sprints, or Conference Planning, watch agents collaborate live with streaming timeline, Mermaid graph, token counter, and history.

Build a 100% local AI Agent which uses Google to research topics

AI-driven financial analyst system utilizing LangChain and Ollama for real-time stock analysis, market trends, and financial insights.

一个面向个人与团队的 AI Workspace，将云存储、文档管理、LLM 与知识库与Harness工程整合到统一的平台中，让 AI 能够真正理解、编辑、创建你的文件，而不仅仅是存储它们。

langchain-chat is an AI-driven Q&A system that leverages OpenAI's GPT-4 model and FAISS for efficient document indexing. It loads and splits documents from websites or PDFs, remembers conversations, and provides accurate, context-aware answers based on the indexed data. Easy to set up and extend.

A Deep research agent that will pull live data from sources like Google, Bing, and Reddit for answering user queries

A collection of beginner to intermediate-level Data Science & Machine Learning projects using Python, Pandas, Scikit-learn, Tensorflow, and more.

🤖 Build a smart AI assistant that learns from any website using a Retrieval-Augmented Generation framework with local models powered by Ollama.

A comprehensive financial analysis platform built with Next.js that provides AI-powered insights for stocks, cryptocurrencies, and forex markets. The platform offers real-time market data, technical analysis, and personalized financial advice.

Real-time global intelligence platform — OSINT monitoring + multi-agent predictive simulation in Gleam/OTP

A Python package for tracking and analyzing LLM usage across different models and applications. It is primarily designed as a library for integration into development process of LLM-based agentic workflow tooling, providing robust tracking capabilities.

AI-powered Mongoose plugin for intelligent document processing

Multi-model AI chatbot built with React, Next.js, and Material UI, with image analysis and speech-to-text.

Dynamic Agent is a Rust-based framework for building Retrieval-Augmented Generation (RAG) AI agents with multi-LLM and multi-vector store support, featuring WebSocket communication, caching, and flexible configuration.

LLM / AI data science agent, using Anthropic's Claude and PANDAS

The missing developer tool for working with vector databases. A comprehensive desktop app for visualizing, querying, and managing vector data.

Autonomous research agent — 10 sources in parallel, self-correcting loop, exports PDF/Word/HTML. Powered by LangGraph + Ollama.

🚀 AI Sales Brain - Intelligent conversational AI assistant that helps sales teams automate workflows, prepare meetings, handle objections, and close more deals through natural Chinese conversation

Curated AI skills for open data workflows — tool-agnostic instructions following the Agent Skills open standard

Memory infrastructure for AI agents!! store, recall by meaning or association, ingest documents, and track beliefs in one Python library.

A comprehensive collection of production-ready AI agent applications featuring single agents, multi-agent teams, and autonomous game-playing systems built with Phidata, CrewAI, LangChain, and Google ADK using OpenAI, Anthropic, Google, and open-source LLMs.

🎓 AI-powered academic tutor using RAG to provide contextual answers from course textbooks across multiple subjects with intelligent query enhancement 🤖✨

A meta-skill that analyzes Claude conversations and generates reusable Skill.md files. Transform successful workflows into repeatable frameworks.

Unified observability gateway for AI agents — one MCP server for Prometheus, Loki, and any backend, with cross-signal anomaly detection and a built-in Web UI.

Open source regulatory radar for financial services compliance teams. Monitors BoE, FCA, MAS, SEC, and ESMA, mapping publications to six control frameworks with a cryptographic audit trail.

An AI-powered Road Damage Assessment system using YOLOv11s & SAHI to detect potholes and cracks with high precision. Featuring a Streamlit dashboard for real-time analysis, it provides engineering reports based on IRC standards. Integrated with RAG technology to offer expert maintenance consulting derived from civil engineering manuals.

Search your own documents locally. No server, no sign-up, no data leaves your machine.

AI Project Manager plugin for Claude Cowork — full project lifecycle automation: charter, plan, risks, budget, monitoring, comms, closure. 21 skills, PMBoK + Agile.

An intelligent research discovery platform that automatically crawls ArXiv papers, generates multimodal embeddings, and delivers personalized recommendations through advanced vector search and machine learning-driven user preference modeling.

AI-powered Smart Water Leak Detection system using Machine Learning and IoT sensor data. Includes a Streamlit dashboard for real-time leak prediction, geo-visualization, batch analysis, and AI-driven insights.

Copy multiple YouTube links into NotebookLM and AI research notes.

MCP server for OHDSI OMOP medical vocabularies. Search, map, and navigate 10M+ concepts (SNOMED, ICD-10, RxNorm, LOINC) from any AI agent.

daftAI Amp plugins, including a usage monitor for credits and balance.

7-layer RAG framework that eliminates semantic drift + context poisoning. Faithfulness 0.94 vs 0.71 Naive RAG. +13.6 EM on multi-hop QA.

Python SDK for Dakera AI agent memory — self-hosted, 88.2% LoCoMo. Vectors, hybrid search, knowledge graphs, sessions.

Turn any topic into a complete research report using AI agents. ResearchForge autonomously plans tasks, searches the web, analyzes information, and generates actionable insights.

I'll reupload when its complete

A community-extending Knowledge Graph of India's regulatory obligations + the engine that keeps it current. Surfaces what compliance applies to a business — cited, freshness-labelled, plain-language — from primary regulators.

MCP server for GLEIF LEI (Legal Entity Identifier) database access

MCP client SDK with mTLS, OAuth 2.1, and semantic discovery, available in Python, TypeScript, Rust, Elixir, and Ruby

jqwik antidote, keeps your agents safe while using jqwik by removing poisoned data

AI research agents + scientific image viewer for bioimaging & neuroimaging — LangGraph agents, GPU inference, and native in-browser OME-Zarr / TIFF / NIfTI / HDF5 viewers.

A cognitive substrate for AI agents — hyperdimensional memory with first-class goals, beliefs, sensory, self-model, and a non-destructive unlearn primitive. Rust top to bottom, embedded-first, no LLM in the read path. One binary, no query language.

A fully autonomous AI agent that runs on a ESP32 microcontroller (S3 and P4) — tool use, persistent memory, cron scheduling, multi-channel messaging, all on-device with modern web UI. Cloud-backed persistence (S3-compatible) protects your data from flash wear and reflashes via transparent write-through replication. Works with any LLM provider.

🚀 Transform your skills with 70 hands-on projects in Generative AI, guiding you from beginner to production-ready architect with real-world applications.

Local-Ai Agent with custom integrated tools & skills. Ultra-light. Hyprland, Omarchy, Odysseus, and Hermes.

Single-process database for AI apps: vector, graph, lexical, and hybrid search with durable jobs in one binary.

A curated list of AI agent infrastructure: memory stores, vector databases, execution sandboxes, MCP servers, tool registries, observability, and evaluation tools for building and running autonomous agents.

docker region:us

gradio mcp-server-track youtube comment-analysis mcp claude hackathon2025 region:us

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gradio agent-demo-track youtube sentiment-analysis ai-agents mcp mcp-server region:us

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transformers safetensors gguf qwen3_5_moe_text text-generation qwen

transformers pytorch safetensors gpt2 text-generation generated_from_trainer