Data agents

MPhil DiS and MPhil Economics and Data Science - Research Computing and Software Development

Chunk your data into markdown text blocks for your LLM applications

Local-first RAG application for technical documentation and research papers

Takes in URLs and other forms of research and uses an LLM to create a research brief and suggested questions for the podcast host.

A beginner-friendly Python project to build an AI research assistant using LangChain, with tools like Wikipedia, web search, and file saving. Includes structured output and detailed documentation.

A multi-agent workflow that answers investment research questions and generates a report using the OpenAI Agents SDK.

This is a software which can by used by researcher multi-agent reinforcement learning in robot learning for multi-robot system

MCP server for building Teal R Shiny apps with AI assistance. Clinical trial data analysis made easy with Claude, Copilot & more.

Deep research agent using Amazon Bedrock, AgentCore, and LangGraph

Пример реализации вопрос-ответного бота по документации на базе YandexGPT и других сервисов Yandex Cloud.

Compound AI toolchain for fast and accurate entity matching, powered by LLMs.

AI superpowers you own. Sila is an open alternative to ChatGPT where you own AI assistants, chats and data.

A deep research assistant based on the Langgraph4j framework with iterative deep research capabilities. 基于 Langgraph4j 框架的深度研究助手，具备迭代式深度研究能力。

Self-evolving AI-Framework for Autonomous Scientific Research (ASR) that writes, runs, and improves its own multi-agent workflows. Powered by MCP tool discovery and Darwinian evolution.

Stock research skill for AI agents — A-share, HK, US. Plan → fetch → validate → report.

🗂 ToolFS: A FUSE virtual filesystem for AI Agents, integrating memory, RAG & local data access with flexible MCP/tool chaining and a scalable plugin system

Production-grade RAG toolkit - ingest PDFs, DOCX, XLSX into Qdrant with LLM metadata extraction, hybrid search, and SHA256 deduplication.

A curated database of China policy shocks for economics, finance, and policy evaluation research.

Self-hostable agentic OS. Build, run & audit multi-agent AI teams from signed plugins. Bring your own LLM key, own all your data, EU/GDPR-ready.

Open-source data integration and intelligent BI platform for data collection, DataX sync, reporting, dashboards and AI analytics.

Unofficial mobile PWA for Hermes Agent — installs as a plugin in your Hermes Dashboard (web UI) and adds a Mobile tab. Chat, approve actions, and watch your agent from your phone.

A curated reading list of large-language-model RL papers, organized by four research directions: Reasoning RL, Agentic RL, OPD (Off-Policy / On-Policy Distillation / Drift), and Multi-Agent*

Local OCR, metadata automation and RAG document chat for Paperless-ngx using PaddleOCR and Ollama, designed for CPU-only self-hosted servers

🐱 你的二次元赛博哈基米 | 基于 LLM 的智能化番剧管理与分析助手。支持 Bangumi 数据同步、AI 深度画像分析、年度总结海报生成与个性化推荐。

A powerful, modular, and self-hosted AI assistant that combines website monitoring, ERP integration, system health checks, web search, and personal organization into a single Telegram bot and Web Interface. Powered by Ollama for local, private intelligence.

A Chatbot with UI design is created, according to some certain datasets (can be replaced). Through statistical analysis and PINN model, it can answer many kinds of questions. The structure of the chatbot can be used as a source of reference.

Sample projects for Syn Bot Framework showcasing applications in different scenarios and platforms

An AI-powered auto fill web extension to save time for researchers applying for grants using open source large language models (LLMs).

This repository contains software for multi-agent simulation model of mixed traffic flow of connected (HVs) and automated vehicles (AVs) in Python using pygame, matplotlib, numpy, scipy and seaborn libraries. The software is capable of simulating many different cases of traffic flow and creates data files and figures for the purpose of analysis.

A Scalable Agentic RL Training Framework for Deep Research Agent

Data collection and evaluation framework for on-device agents

A powerful web-based dashboard for managing OpenClaw AI agents. Monitor system health, browse workspaces, manage sessions, edit blueprints, and interact with agents in real time.

A comprehensive collection of Artificial Intelligence & Quantum Computing resources, Projects, Research

Fine-tuning black-box OpenAI embedding models

Fast-ingesting tabular data MCP RAG tool backed with cell citations

Multimodal Open Source Framework for Conversational Agent Research and Development.

Safe Multi-Agent Robosuite benchmark for safe multi-agent reinforcement learning research.

一个用于将大型语言模型 (LLM) 与 MetaTrader 4 (MT4) 连接起来的 Python 框架，用于创建自主的、工具驱动的算法交易机器人。A Python framework to bridge Large Language Models (LLMs) with MetaTrader 4 (MT4) for creating autonomous, tool-driven algorithmic trading bots.

The AI-Powered Healthcare Intelligence Network is an AI-driven system offering disease prediction, drug recommendations, heart disease risk assessment, and an AI medical chatbot. Using ML, NLP, and LLMs, it provides accurate diagnoses, insights, and recommendations, enhancing healthcare accessibility, efficiency, and decision-making .

A filesystem-native vector database built around Markdown files. For AGENTS and MEMORY in mind. CLI first, folder based, no servers, no containers. Build with Rust for Performance.

Multi-stage AI research agent with RAG pipeline and structured reasoning workflows.

Open-source qualitative research platform for adaptive AI interviews, scripted demos, and BYOS deployments with Gemini, Claude, OpenAI, or OpenRouter.

Hybrid RAG Worker on Cloudflare Edge — Vector + BM25 search, metadata filtering, multimodal vision, MCP server, and intelligent query routing. ~400ms p99.

Research-focused fork of Hermes Agent for autonomous end-to-end LLM research loops.

Official Implementation of "O-Researcher: An Open Ended Deep Research Model via Multi-Agent Distillation and Agentic RL"

A comprehensive, production-focused guide to acing AI/ML system design interviews at top tech companies.

transformers safetensors gemma2 text-generation conversational ar

The first MCP (Model Context Protocol) server for NetLogo, enabling AI assistants like Claude to create, run, and analyze agent-based models through natural conversation.

A Model Context Protocol server providing read-only access to MongoDB databases, letting LLMs inspect collection schemas and run aggregation pipelines.

A multi-agent evidence adjudication engine - normalize claims, weigh support and contradiction, render deterministic verdicts. Rust core, std-only, zero dependencies, with a TypeScript council viewer.

Sample projects for Syn Bot Framework showcasing applications in different scenarios and platforms

Overnight experiment: can an AI agent make money, and can you trust what it reports? The agent produces claims; a separate verifier it cannot invoke produces the facts.

Search electronic parts, download datasheets, and extract structured data for LLM agents — Mouser & DigiKey CLI in Rust

An intelligent Slack bot that automatically researches new community members and analyzes their fit for your commercial product using OpenAI and Langchain.

Meet the new Data agent in ChatGPT Work: turn your company’s data into answers, interactive dashboards, and action, just by asking.

[Science Advances 2026] Bridging Electron Microscopy and Materials Analysis with an Autonomous Agentic Platform

Distributed multi-agent research engine with dynamic strategy planning, durable stream-based coordination, and controlled synthesis

3-Pipeline LLMOps Financial advisor. Steaming pipeline deployed on AWS, 24/7 collects, embeds live-data into QdrantDB. Training pipeline finetunes model on serverless GPU and logs best model on WandB Registry.Inference pipeline downloads best model from registry for inference, utilizes Langchain to maintain history and context retrieval.

An innovative application designed to help pharmacists and pharmacy students quickly research FDA-approved drugs by retrieving relevant information from drug labels and adverse event datasets, and providing AI-generated summaries to streamline the learning process

Introducing an AI Telegram bot that can engage in human-like conversations and provide accurate responses to any queries asked of it. TensorFlow was used to train the model on a given dataset, and the Gemini AI Model was also used to enhance its performance.

Dialogs for training or setting up a chatbot

Tool for analyzing activity in chatbots (Telegram, Slack, Discord, Vk, WhatsApp, Viber and all other) created in Python.

Hybrid Schema-Guided Reasoning (SGR) has agentic system design created by neuraldeep community

Real-time data pipeline for AI apps in Azure

Local-first vector similarity search for Jazz Tools

An open-source toolkit helping developers build natural language database query solutions

Neuron is a composable agent framework inspired by cognitive neuroscience. It enables you to build, orchestrate, and monitor intelligent multi-agent systems using a modular circuit-based architecture.

DRIA (Deep Research and Intelligence Agent) is a fully local voice assistant that can hold real-time conversations while performing deep research in the background — powered by Firecrawl, Mistral AI, Perplexica, and LiveKit.

An intelligent AI agent system that brings the world of Stardew Valley to life through conversational AI, RAG vector databases, and multimodal analysis.

Exploring CrewAI capabilities by building a basic stock analysis app.

tmux + Python agent lifecycle manager (start/stop/monitor/assign) with cron-friendly scheduling; no server required

The open-source, AI-powered Unified Namespace (UNS) Operations Center. Visualize MQTT topic trees, build dynamic SVG HMIs, transform data via ETL, and leverage an embedded Autonomous AI Agent for alerting and historical time-series analysis.

Browser-first text exploration, clustering, and semantic search. Use AI to analyze, search, and chat with your private documents without ever uploading them to the internet - all running on your own device.

This sample demonstrates building a logistics tracking agent using Strands Agents SDK and an OpenAI model hosted on Amazon Bedrock AgentCore Runtime with VPC connectivity. The implementation shows how to create an intelligent agent that uses local tools to query a private Amazon RDS database running in an Amazon VPC to track shipments and delays.

Persistent cognitive graph memory for AI agents — facts, decisions, reasoning chains, corrections. 16 query types, sub-millisecond. Rust core + Python SDK + MCP server.

A curated list of the best AI resources, courses, tools, and repositories. Covering Generative AI (GenAI), LLMs, RAG, AI Agents, Prompt Engineering, and more. Your go-to cheat sheet for all things AI.

Public registry for local-first wellness MCP connectors: wearables, recovery, training, nutrition and the Delx Wellness Hermes profile.

Tool for analyzing activity in chatbots (Telegram, Slack, Discord, Vk, WhatsApp, Viber and all other) created in Python.

Self-hosted open-source platform / harness for AI-powered survey interviews. Voice-to-voice and text chat agents with semi-structured interview guides, multi-provider LLM support (OpenAI, Gemini, Scaleway), RAG knowledge base, and Twilio telephony. Built for researchers. Docker, one command, full control.

Local-first desktop assistant for the whole job hunt — scrape listings, match with a local LLM, generate applications in your own voice, and track everything on a Kanban board.

ZimaOS Blue - A Local-First Agent Runtime for Bold Builders. Out-of-the-Box, Open-Source, Universal, Vendor-Neutral

Multi-agent deep research system with autonomous web/academic search, quality-gated retrieval, and structured report generation.

CryptoAgents is a sophisticated multi-agent LLM framework specifically designed for cryptocurrency trading. It leverages specialized AI agents working as a coordinated trading desk to analyze crypto markets, conduct research debates, execute trades, and manage risk in the 24/7 cryptocurrency ecosystem.

zk-autoresearch — autonomous LLM agent optimizing a production ZK prover via benchmark feedback loop. First known application of Karpathy's autoresearch pattern to a ZK proof system.

Multi-agent harness for building and maintaining a personal wiki based on your data.

증권사 애널리스트가 만든 한국 상장사 공시 분석 MCP 서버 — 재무제표·예상실적·주가·밸류에이션·지배구조·주주총회 의결권 분석을 Claude·ChatGPT 등 AI 에이전트에서 바로 무설치 사용.

Per-step LLM routing benchmark with 970 static labels, live SWE-bench evaluation, an open data pipeline, and a public leaderboard.

Multi-agent drone swarm simulation framework built on PyBullet for robotics and reinforcement learning.

The agent that evolves with you 𖤍

AgentLabKit 是一个用于构建、运行、观测和评估 AI agents 的 Python 与 React 平台。它包含可复用的 Agent Runtime、provider-neutral LLM gateway、RAG engine、guardrails、workflows、long-term memory、evaluation、cost analysis，以及 Web/desktop clients。

An agentic chat assistant for life science and clinical researchers

AI-powered financial analysis agent: real-time market data, multi-analyst workflows, and portfolio tools in your terminal.

A comprehensive, professional guide explaining the differences, strengths, and best practices of Retrieval-Augmented Generation (RAG) and Fine-Tuning for LLMs, including workflows, comparisons, decision frameworks, and real-world hybrid AI use cases.

Build your own perplexity for your applications using research4j and integrate them for any domain specific usecases

A multi-agent data wrangler project for data profiling, transformation, and quality scoring

36,299 multi-agent systems papers collected, 17,969 analyzed with coordination patterns, embeddings, and a 16-cluster taxonomy — the largest structured MAS corpus bridging 30 years of classical research with modern LLM agents

browser based vector storage

本项目收集目前对话系统论文中，已公开的，用于训练中(英)文的训练集。Datasets for training Dialog.

Parse SaaS pricing page using Open AI - GPT-3.5

AI-native hedge fund using multi-agent LLM system with real market data and paper trading.