Data agents

gradio region:us

An autonomous Kubernetes SRE agent. It monitors cluster health, diagnoses issues, and applies fixes — with human approval required before any write operation.

Knowledge-graph RAG built from structured metadata instead of LLM extraction. 929M edges, zero LLM calls, 83.2% on held-out PubMedQA. Case study: the full PubMed 2026 baseline.

Zero downtime embedding upgrades

一句话监控网页内容变化，AI | 爬虫 | 网页监控 | 网页更新提醒 | 网页内容订阅

Bot para monitoramento de promoções no fórum do Hardmob http://www.hardmob.com.br/promocoes/

Financial Agentic AI redefines financial analysis by integrating cutting-edge AI with real-time web search capabilities. This multi-agent system brings together financial insights and web intelligence to deliver precise, actionable, and up-to-date stock market information, all tailored to your needs.

AI multi-agent system for comprehensive Bitcoin (BTC) analysis, combining financial news, market performance, and AI-driven price predictions for investment recommendations.

🦜 🔗 Query and obtain data from Markdown documents with LangChain's RAG system

A LangChain Deep Agent that helps me monitor my X feed.

This repo is a beginner's guide to using Chroma. It covers all the major features including adding data, querying collections, updating and deleting data, and using different embedding functions. Each topic has its own dedicated folder with a detailed README and corresponding Python scripts for a practical understanding.

An AI agent that searches the web and creates research reports

MARS is shortened for Multi-Agent Research Studio, a library for mulit-agent reinforcement learning research.

Example Notebook for Synthetic User Research with Persona Prompting and Autonomous Agents

A minimal implementation of GraphRAG, designed to quickly prototype whether you're able to get good sense-making out of a large dataset with creation of a knowledge graph.

Public Claude agent skills that turn JoomPulse data into Mercado Livre seller workflows: market research, competitor tracking, product discovery. Requires JoomPulse MCP.

transformers safetensors llama text-generation dataset:THUDM/AgentInstruct arxiv:2310.12823

Part of the KDAN ecosystem, DocSlight offers document parsing, OCR, and data extraction that turn PDFs, scans, images, and Office files into structured outputs for RAG pipelines, AI agents, and enterprise document automation.

基于 Mcp 架构的 ChatBI，是一种数据分析智能体的解决方案

KnowMyDoc is a GPT3.5 Powered Python-based conversational AI utility that enables you to build a chatbot with your own data sources and web pages. With KnowMyDoc, you can easily create a chatbot that can answer complex questions by utilizing advanced machine learning techniques and natural language processing (NLP) algorithms.

A resource to create a multi domain Dialog Act Tagger for conversational agents using publicly available data

An advanced Digital Worker framework for AI agent-driven research and process automations.

ModelCraft is an agentic application designed for MacOS. It aims to make it easier to use LLM to complete task locally.

This repository contain my 75Day Hard Generative AI and LLM Learning Challenge.

A data construction and evaluation framework to quantify privacy norm awareness of language models (LMs) and emerging privacy risk of LM agents. (NeurIPS 2024 D&B)

Deep Competitive Analyst is a 'deep agent' style LLM assistant built to automate the creation of company profiles and competitive analyses

An experimental autonomous research system that conducts comprehensive, multi-hour research sessions and produces book-length reports with full citations on any topic.

AI-powered multi-agent medical assistant with a deterministic safety layer — crisis detection, refused-topic hard-stops, dosage grounding, and post-generation diagnosis verification running before and after every LLM call, backed by parallel RAG, Wikipedia, and Tavily retrieval with symptom and drug-question routing.

CLI fleet management for AI agents on local networks - deploy, upgrade, and monitor OpenClaw/ZeroClaw/IronClaw across hosts via Ansible

Part of the KDAN ecosystem, DocSlight offers document parsing, OCR, and data extraction that turn PDFs, scans, images, and Office files into structured outputs for RAG pipelines, AI agents, and enterprise document automation.

A股 AI 金融智能决策中台 · 129 个 MCP 工具 · eltdx 通达信协议 + akshare + 同花顺 + 东财 + 本地数据 · SmartRouter 多源降级路由 · 免费零鉴权

A lightweight, user-friendly LLM Agent framework focused on simplifying data retrieval application development.

The Discord Scrum Master is an open-source AI-powered supervisor agent designed to facilitate agile project management within Discord communities. Acting as a virtual Scrum Master, this agent integrates multiple tools to streamline sprint planning, issue tracking, research, and collaboration.

MoniAst - Asterisk real-time monitoring calls, agents, queues

A curated lexicon of phenomenological terms for AI experience and consciousness research

Hackathon project - An AGI agent for doing research, understanding, and validation

A virtual agent for your virtual books📚

🚀 AI Trading Crew - Automated trading analysis using CrewAI framework

Production-grade AI evaluation, prompt management & observability SDK. Automated evaluations with sub-100ms guardrails. No human-in-the-loop required. Python + TypeScript.

Private Datasource Connect Agent

WebResearcher: An Iterative Deep-Research Agent，迭代式深度研究智能体

Open source Python program for automating gain staging. part 1 of a series for automating audio processing tasks, end goal is to create a full set of tools for an AI to use for automating Audio processing for Music, Film, Game and any other possible applications. UI for AutoGain is very basic but the app is very functional. currently only for MacOS

A Model Context Protocol (MCP) server providing TomTom's location services, search, routing, and traffic data to AI agents.

A curated list of PHP libraries and tools for AI, Machine Learning, and Natural Language Processing. Find everything you need to integrate modern AI capabilities into your PHP applications.

Official repository for "Towards Generalist Embodied AI: A Survey on World Models for VLA Agents". This curated list systematically organizes core resources including research papers, foundation models, evaluation metrics, and benchmarks.

MiroEval: A benchmark and evaluation framework for deep research agents — 100 tasks (70 text, 30 multimodal) assessed across synthesis quality, factuality, and research process. 13 systems evaluated.

Official Repo: AutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery

A curated list of awesome resources for Hermes Agent by Nous Research

觀瀾 · A-share research workstation with 24 AI sub-agents — one command, deep-dive report in ~10 min.

C++17 port of librosa with wasm and SPM package. Done with agents. YMMV.

A platform for running AI agents on realtime sport data and make predictions about game outcomes.

Awesome list for medical imaging agents: radiology agents, pathology agents, segmentation agents, medical VLM agents, self-evolving agents, benchmarks, datasets, tools, and papers.

The official Java client for the Pinecone vector database

Kubernetes Enterprise storage vibes for your homelab. A single-binary CSI driver that turns any Linux box with a btrfs disk into a full-featured storage backend(Agent) - instant snapshots, writable clones, per-volume quotas, live compression tuning, NoCOW for databases, and automatic NFS exports.

openclaw-data-china-stock 是为 OpenClaw 打造的中国市场数据底座：覆盖 A 股、ETF、指数、期权、资金流、技术指标与宏观分析；为 OpenClaw Agent 提供统一行情采集、58 指标计算，并以“工具+Skill”成对输出投研能力；解决了从行情、技术指标到宏观数据的采集、计算与智能分析全链路需求。内置多数据源自动降级（AkShare/新浪/东财/Tushare），确保你的策略与研究流程不因单点故障而中断。你可以把它当作给 OpenClaw 装上的一体化 A 股投研引擎。

Delta-MFP: counterfactual-replay failure diagnosis for local tool-use agents (FAGEN @ ICML 2026)

FTShare Agent Skills for financial data and investment research workflows｜金融数据 Skill 与投研业务 Skill 仓库。

A collection of Agent Skills for building search applications and analyzing observability data with OpenSearch.

Multi-sport data science Agent Skills library. Portable judgment for sports modeling — doctrine, validation, leakage control, and honest evaluation.

Max is a federated data connectivity layer that puts searchable data next to your deployed agent

AI Agent Skill for scientific data analysis and publication-ready figures in R and Python.

Qualitative Data Analysis done by AI (or LLMs). 🖥️ Streamlit & 🔗 Langchain

This is a reference agent blueprint for AI-powered quantum device calibration. It provides an intelligent agent interface for discovering, executing, and analyzing quantum calibration experiments with support for automated workflows and vision-based analysis.

Single binary agent for Linux

TADtool is an interactive tool for the identification of meaningful parameters in TAD-calling algorithms for Hi-C data.

This is the repo for the paper Multi-Agent Collaborative Data Selection for Efficient LLM Pretraining.

[ICLR'26] Building a Foundational Guardrail for General Agentic Systems via Synthetic Data

Persistent memory for AI agents - Learn, remember, improve. Alternative to Mem0 with scoped learning, anti-patterns, multi-agent sharing, and MCP integration.

Task flows let you describe your problem and have an AI agent generate your Microsoft Fabric solution—workspaces, pipelines, notebooks, data agents, models, reports, and more—delivered as a CI/CD‑ready script, ready to deploy.

An agentic framework for solving scientific research problems

📺 AI视频学习助手: 自动生成 B站/YouTube/抖音/本地视频思维导图、笔记与总结。支持播客分析与视频索引，开源平替。AI Video Learning Assistant: Auto-generate Mind Maps, Notes & Summaries. (Bilibili/YouTube/Tiktok/Local/Podcast)

Gate for AI is an AI-native crypto infrastructure that enables AI agents to trade, analyze markets, manage wallets, and query on-chain data through MCP (Model Context Protocol) and modular AI Skills. Integrate ChatGPT, Claude, and OpenClaw with CEX + DEX capabilities.

An open-source Python SDK for analyzing, evaluating, and curating agent traces stored in BigQuery. Built on top of the BigQuery Agent Analytics, it provides a consumption-layer toolkit for agent observability, analysis, evaluation, and advanced capabilities like context graph at scale.

Hermes agents don't have iPhones. Now yours does. This app gives Hermes camera, mic, health data, location, and notifications. All available in one MCP tool.

OpenTelemetry patterns for multi-agent LLM systems. Reference implementation of distributed tracing, metrics, and observability for LangGraph agent orchestration.

Analytics & cost-monitoring dashboard for Hermes Agent

A curated list of tools, models, research, and resources for generating games with AI

Intellectual property data tools for AI agents

Can LLM/MARL agents coordinate in long-horizon, open-ended tasks? NeurIPS 2026 (Evaluations and Datasets).

Agent skill for revising research papers given an Overleaf project.

An agent-native runtime for embedded devices, powered by PocketJS. Build installable, updatable JavaScript apps for people and agents.

Copilot CLI plugin to verify AI document analysis with screenshots from the actual source material

data-analysis-report-agent

Official COROS MCP server and Agent skills for integrating sports and health data into AI clients.

TRACER is a research toolkit for Lean 4 proof repair, failure reproduction, and evaluation.

Hermes Agent plugin: say 'make me a <role>' and your agent builds a complete, working Bot — name, face, SOUL.md, memory, tools, skills, routines, gateway.

🤖 Data Science & AI/ML skill suite derived from iannuttall/claude-agents.

Pull high-quality, efficient embeddings for PubMed, arXiv and Wikipedia from Huggingface and use for local LLM inference/Retrieval Augmented Generation (RAG)

Image classification using reinforcement learning and multi-agent system

Aiming at the problem of the traffic efficiency of intelligent networked vehicles passing through unsignalized-intersection in the future smart cities, this project proposed a Progressive Value-expectation Estimation Multi-agent Cooperative Control (PVE-MCC) algorithm based on reinforcement learning. The algorithm takes the intelligent networked vehicles as the research object and designed the reward function for the optimization objective from the three aspects of traffic efficiency, safety, and comfort.

Build Agents That Recall What Matters. Systematically engineer relevant context from chat history & business data. (Go SDK)

RAG app for patent similarity search with chatgpt llm over google patents

Performing a RAG (Retrieval Augmented Generation) assessment using voice-to-voice query resolution. Provide the file containing the queries, ask the questions, and receive the results via voice.

Zap Notes is an AI-powered note-taking application for recording and analyzing thoughts, ideas, and tasks.

Offline Multi-Agent Reinforcement Learning Implementations: Solving Overcooked Game with Data-Driven Method

[WWW demo 2026] TrustResearcher: Automating Knowledge-Grounded and Transparent Research Ideation with Multi-Agent Collaboration

Survival analysis in health economic evaluation Contains a suite of functions to systematise the workflow involving survival analysis in health economic evaluation. survHE can fit a large range of survival models using both a frequentist approach (by calling the R package flexsurv) and a Bayesian perspective.

Multi-agent pipeline for automated SEC 10-K / 10-Q investment research

CoGames is a collection of multi-agent cooperative and competitive environments designed for reinforcement learning research.