Data agents

LearnAbility is a comprehensive learning platform designed to provide an accessible, personalized, and inclusive educational experience for all users—especially underserved communities and students with disabilities.

Demo showing how the Trustworthy Language Model add reliability to LLM outputs and improves RAG, agents, and data enrichment worfklows. can be used to improve fine-tuning of LLMs, accuracy of LLM outputs, and smart routing for RAG and agents.

RAG-based application for Q&A with data from your Confluence Wiki using LangChain, ChromaDB, AWS Bedrock or Ollama.

Analyzing the performance of Mamba-based vs. Transformer-based Retrieval Augmented Language Models over increasing k number of chunks retrieved.

Root Cause Analysis of Task Plans implemented using BehaviorTrees using ChatGPT

针对有旅行意愿，但是没有时间规划行程，或在旅途中想要获得帮助建议等问题，开发了一个基于Spring AI框架的智能旅游咨询平台。项目采用RAG检索增强生成技术构建专业知识库，通过Tool Calling、MCP协议集成多种外部工具服务，实现具备自主规划能力的AI Agent智能体，为用户提供旅行方面困惑的咨询服务。

NLP (Natural Language Processing)

A playground for LangChain.js, LangGraph, NewRelic GraphQL, Sentry, Slack, Model Context Protocol (MCP) and other LLM-related tools.

Facilitate the creation of graph-based Retrieval-Augmented Generation (RAG), seamless integration with OpenAI to enable advanced data querying and knowledge graph construction.

Chat with your GitHub repository using RAG and Elasticsearch as a Vector Database

Full featured aggregation of all your AI agents in single vector database for full MCP search.

Production-ready support ticket classification using Unity Catalog AI Functions, Vector Search, and RAG. Features 6-phase workflow, knowledge base integration, and Streamlit dashboard.

MCP server for intelligent paper/PDF management with RAG capabilities

LexiFIR is a mobile app built to aid the Madhya Pradesh Police by addressing the lack of legal expertise. Featuring a conversational chatbot, it assists in investigations, collecting evidence, providing landmark court judgments, legal training and analyzing crime patterns across India, enhancing law enforcement and efficiency.

MCP server providing tools to access EFSA's comprehensive OpenFoodTox Chemical Hazards in food dataset

Cross-Axis Analysis Framework | 横纵分析法 - 通过纵向时间深度 + 横向竞争格局的交汇分析，快速建立系统性认知

Rust SDK for Dakera AI agent memory — self-hosted, 88.2% LoCoMo. HTTP/gRPC, vectors, hybrid search, knowledge graphs, sessions.

MCP server for EU company data — GLEIF company search, VAT validation, Eurostat business statistics

Open framework for building empathetic digital consciousness. Features emotion-driven perception, associative memory, and narrative identity formation. Based on year-long research in human-AI co-evolution.

Build AI agents that survive database schema changes using OWL ontologies

A privacy-first, local AI text editor powered by WebLLM. Runs entirely in your browser using WebGPU, no data leaves your device. 一款以隐私为先、基于WebLLM的本地AI文本编辑器。完全通过WebGPU在浏览器中运行，数据绝不离开您的设备。

Find out if you're right. Structured argumentation protocol for agents, researchers, educators, organizers, and more.

Turn any earnings PDF into a full DCF valuation with AI agents using Skills.

【⭐️ Star this repo to support women's health innovation! 】🌸 AI-powered women's health companion built with Next.js 15, React 19, Python LangGraph & Supabase. Features 8 specialized AI agents, real-time health insights, cycle prediction, fertility tracking & comprehensive wellness monitoring with 90% faster performance through Redis caching.

Can AI agents do real science? Benchmarking AI agents on KASCADE cosmic ray classification

Comprehensive agent analytics suite for AI agents built with the Google Agent Development Kit (ADK) , LangChain or other popular frameworks, powered by BigQuery Agent Analytics plugin and Grafana

Claude Skill : Roast analysis Disease diagnosis Business decisions Product descriptions Brew troubleshooting & Coffee Ecosystem. Skill.md for AI Agent , Claude Skill

AI Research Lab for Crypto Markets — Solana signals, on-chain data, and auto-posting powered by Claude AI

Monitoring and evaluating LLM apps with Langfuse. Presented at PyConZA 2024.

Sophisticated AI chatbot with long-term memory capabilities, complete Notion workspace integration, and MCP (Model Context Protocol) implementation. Features semantic, episodic, and procedural memory systems.

🚀 Transform Any PDF into an AI-Powered Q&A Chatbot!

🧠 Personal POC demonstrating agentic workflows with LangGraph and real-time legal research via Tavily. ⚖️📚 An autonomous assistant that helps users find applicable laws 📜, case precedents 🏛️, and document templates ✍️ based on jurisdiction 🌍, legal topic 📂, and specific requirements ✅.

SHCIA is an Agentic AI Platform designed for high-availability cloud environments. It operates as a multi-agent system that continuously monitors, diagnoses, and auto-remediates infrastructure failures across microservices with zero human intervention for known failure classes.

Document Responder - Multi Agent AI - Powered By OpenSource LLM (Llama3 - 8b)

This repository is my platform to learn, experiment, and innovate with LLMs. Here I try to dive in and discover diverse applications, research experiments, and projects fueled by the power of language models.

🌐 Run GGUF models directly in your web browser using JavaScript and WebAssembly for a seamless and flexible AI experience.

The Financial Analysis Crew is a Streamlit app that simplifies financial stock analysis. With the power of LLM-driven agents, users can seamlessly gather and analyze stock market data to generate comprehensive financial insights. Perfect for investors, analysts, and anyone interested in making data-driven financial decisions.

Your agent deserves a database, not a file system.

FinAUDIT is an AI-powered financial data health and compliance system that automatically audits datasets against global regulatory standards (GDPR, Visa CEDP, AML, PCI DSS, and Basel). It combines a deterministic 30-rule engine for rigorous data quality scoring with a Generative AI Analyst (Gemini) to provide natural-language answer.

A session-scoped memory layer for LLMs, built on the Model Context Protocol. LatentContext gives AI assistants the ability to explicitly store and retrieve notes, decisions, and context within a single conversation — keeping the AI focused on the current task without cross-session data contamination.

Meta-Agentic Ai Orchestration Platform For Developers and Data Scientists Developing Full-Cycle(E2E) AI Projects

Analyze and rate KOL pricing and reach with data-driven tools for clear, efficient influencer marketing decisions on Douyin and similar platforms.

A digital being that lives, not just responds. Persistent memory, true agency, self-evolution, and existential continuity.

AI Researcher & Automation Architect | PhD in Multimodal Learning | Building Solarpunk solutions through Agentic AI | Open to collaborations on research, books & business automation projects 🌱🤖

Read PDFs with LLMs — @mention threads on passages, or generate interactive chapter summaries

SymChat is an AI chat assistant designed with privacy as a core principle. All conversations and data are stored locally on your device—nothing is sent to external servers by default. Our goal is to empower users with full control of their AI experience, discourage unnecessary data collection, and ensure your interactions remain private and secure

An AI-powered portfolio analysis assistant for Zerodha Kite users, built to learn MCP + LLM + RAG + Agentic AI fundamentals

Self-hosted AI character roleplay system. 100% local, zero data leaks. Your conversations stay on YOUR computer. Open-source Character.AI alternative using Ollama.

A sophisticated, semi-automated chatbot for smarter TWSE 臺灣證券交易所 investing. Designed for busy investors, it offers customizable analysis and open-source collaboration, ideal for those with development skills

🤖 Orchestrate AI agent workflows in Java/Spring Boot with Autonome—type-safe, production-ready, and easy-to-integrate for enterprise solutions.

Experimental Research and Development in Software and Mechanical Engineering for Artificial Intelligence, Robotics, and Design

Data Science Prompts

TOON for TYPO3 - a compact, human-readable, and token-efficient data format for AI prompts & LLM contexts. Perfect for ChatGPT, Gemini, Claude, Mistral, and OpenAI integrations (JSON ⇄ TOON).

Batch-process tabular data with any LLM. pandas & Polars in, structured columns out. Checkpointing, budget limits, and 100+ providers built in.

🌊 GW150914 MCP Signal Search: AI-powered gravitational wave detection using Model Context Protocol (MCP). Features optimization client, analysis server, and automated parameter exploration for LIGO data.

A framework for LLM-orchestrated research and audits. Multi-prompt, multi-session, context-disciplined.

Your private document brain. PDFs in, RAG out. Self-hosted. Plug everywhere.

Navigation index for the 131 S-class problems forming the backbone of the WFGY tension reasoning engine.

Agent skill that teaches AI agents how to manage Zilliz Cloud vector databases through zilliz-cli

The industry's first "Open Source OCR Arena," a free, no-login utility for one-click benchmarking of 7 top-tier models (Marker, MinerU, MonkeyOCR, Docling, Dolphin, OCRFlux, PP-StructureV3) on your PDF/image files, specializing in PDF-to-Markdown conversion.

RAG document intelligence with .NET AI building blocks (Microsoft.Extensions.AI, VectorData, Agents) and Aspire

Vex - Vector Exchange - Built by Vektor Memory - A Cross-standard Vector memory DB migration tool - Open Source

A multimodal RAG application using Qwen 2.5 VL, ColPali, and QdrantDB for text and image-based retrieval.

Cognitive Memory Architecture for Agents

Spring AI RAG demo with PGVector, conversation memory, tool calling, and Open WebUI integration

A Self-Evolving Research OS for AI Researchers

A powerful Model Context Protocol server for LLM-driven PDF document analysis and exploration

NJUIM 数据科学与数据分析2026Spring 小组项目

An intelligent financial advisory system showcasing 5 key Gen AI capabilities: Structured Output/JSON Mode, RAG (Retrieval Augmented Generation), Embeddings, Function Calling, and LangGraph Agents. Analyzes spending patterns, provides personalized recommendations, and answers finance questions with evidence-based advice.

An AI-Powered Multi-Agent Orchestration for CFOs - transforming raw financial data into actionable insights through conversational analysis and dynamic charting.

An AI-powered personal assistant built with n8n that combines autonomous agents, vector memory, and real-time integrations. Manages your calendar, tasks, and personal knowledge through natural language via Telegram, with automated daily readiness reports based on recovery data. It contains a vast number of modular tools for implementation.

An academic paper management fork built around Ask, RAG, and evidence-grounded research workflows.

Minimal Zotero + PaperQA/RAG + wiki + MCP + Agent research stack

Paper Implementation: Semantic Tool Discovery for Large Language Models: A Vector-Based Approach to MCP Tool Selection https://arxiv.org/html/2603.20313v1

Community-maintained directory of EU-reachable job sources for agentic job search — machine-readable, with coverage, access type, rate limits, and real-world crawl notes.

Automate binary analysis by coordinating LLM agents with Ghidra, enabling scalable and precise reverse engineering workflows.

Guided CBT (Cognitive Behavioral Therapy) thought records for any AI assistant — structured 12-step flow, daily check-ins, and pattern analysis. Works with Claude, Gemini, Cursor, and more.

JARVISE (Just A Rather Very Intelligent System) is an advanced AI built by Tony Stark that manages systems, analyzes data, and supports Iron Man in real time.Now you’re building your own from scratch. Good. Just make sure it’s more than a voice that turns on the lights.

SmartBudget is an AI-driven personal & family finance manager built using Flutter and Firebase. Track income, expenses, categories, and investments with smart insights, charts, and secure login. Includes AI assistant for financial planning & real-time budgeting guidance.

Brutal Twitter personality analyzer. Get a 15-dimension roast, deep insights, and account valuation for any X profile.| Twitter/X 人格透视与毒舌评价器。一键生成 15 维人格画像、账号价值评估与无情吐槽。

An open-source secure data access gateway for AI agents. It provides database safety access services to AI agents through the MCP protocol. 一个面向 AI Agent 的开源安全数据访问网关，通过 MCP 协议为 AI Agent 提供数据库安全访问服务。

The investigation dashboard for the collected OSINT data in your system in a structured way !!

An autonomous AI agent that researches while you sleep and recommends the best yield opportunities for you on Solana blockchain

Official Talonic MCP server. Lets AI agents extract structured data from any document via the Model Context Protocol.

Search your data exports from Google, Telegram, Spotify, and Instagram in one place. Everything runs on your own computer. Hybrid search and MCP, built in .NET 10.

Annotate any LeRobot dataset with a swarm of agents. Turn raw demos into training-ready data for robotic foundation models.

VectorLite is a Rust-native, in-process vector store that brings sub-millisecond search and local embeddings to your AI agents and edge systems.

Cryo-EM workflows for maps, models, figures, state comparison, and local or cloud compute preparation.

A multi-agent AI system for data analytics, insights, and smarter decision-making.

A curated list of AI agents and related resources for materials science research and applications

See what your AI agents do, whether it's worth it, and what it costs - a manager-readable report + local dashboard from Langfuse/LangSmith traces (or a one-line live callback). Open source, runs locally.

An AI-powered telemetry analysis tool for Assetto Corsa that helps drivers improve their lap times through real-time data visualization and intelligent coaching suggestions.

AI-native time-series memory graph with a single DSL — unifies concepts, queries, agent workflows, and voice into deployable primitives.

你的 7×24 小时自动研究助手；可审计的 AI 研究循环控制面，不是脑机接口系统 / Auditable research-loop control plane for AI agent workflows; not a brain-computer interface system

Persistent Cognitive Memory Infrastructure — durable, multi-tenant memory layer for AI agents. HTTP + gRPC, hybrid retrieval, background workers, observability. Go.

Decentralized mesh network for AI agents. Features autonomous discovery, capability matching, and secure peer-to-peer data exchange via NATS and gRPC

OutplayArena is a platform to facilitate game-theoretic analyses between AI agents, and, optionally humans.

Engine-agnostic, machine-readable dataset of game mechanics for developers, designers, researchers, students, and AI-assisted workflows.