Data agents

Reciprocal Collision Avoidance for Real-Time Multi-Agent Simulation (port to Javascript). This is an alpha release of a RVO2 port from the C# version to Javascript, only for research purposes.

Tune your AI Agent to best meet its KPI with a cyclic process of analyze, improve and simulate

LangChain, Llama2-Chat, and zero- and few-shot prompting are used to generate synthetic datasets for IR and RAG system evaluation

A CrewAI script that uses 4 agents and 4 tools to research your next steps for your personal brand

Multi-agent LLM driven cell type annotation for single-cell RNA-Seq data

OpenClaw AI Trading Agent, based on EVPlus.AI data.

源码级逆向工程（Hermes、OpenClaw、nanobot、NullClaw、OpenFang）记忆系统 —— 架构图、数据模型、检索管线、复刻指南。Source-Level Reverse Engineering of Memory Systems (OpenClaw, nanobot, NullClaw, OpenFang) — Architecture, Data Model, Retrieval Pipeline, Replication Guide

Local AI Agent firmware running on ESP32-S3, integrating offline voice wake-up with cloud TTS, supporting local LLM inference, tool calling, long-term memory storage and autonomous task execution.

Multimodal generative AI resources : talking heads, STT, TTS, image & video generation, and AI Agent

An intelligent traffic monitoring system that collects traffic flow and metrics including average speed and vehicle counts for each road. Features real-time data visualization with interactive dashboards and an integrated AI Agent chatbot for querying processed traffic data in real-time.

Doka is a desktop AI agent for Windows and Mac. It searches the web, reads pages, works with your files, runs terminal commands, and shows every step it takes — all locally, for free, without sending your data anywhere.

AI-Lake Format: self-contained Parquet + HNSW index — unifying tabular data, embeddings, and vector search in a single Iceberg-compatible file

Ready-to-use AI agent skills for e-commerce intelligence. Product research, keyword optimization, competitor analysis, pricing monitoring, patent risk assessment, market trends, and platform-specific tools for Amazon, TikTok Shop, Shopify, Temu and more.

Native AI inference for PHP 8.3+ - run ONNX, GGUF (llama.cpp) and RubixML models directly in your PHP process via FFI. Chat, streaming, embeddings, RAG and vector search. No Python, no HTTP microservices, no Docker sidecars.

基于大模型的自动化数据分析工具，支持上传 Excel/CSV 数据，通过 AI Agent 自动规划和执行分析任务，生成带可视化的复盘报告。 项目说明：这是一个学习项目，在探索不同 Agent 架构模式的过程中，迭代了多个版本的循环实现。因此项目中包含了 5 种不同的 Agent 运行模式，每种模式代表了不同的设计思路和实现方式，便于学习和对比。

ADP is an intelligent data platform that bridges the gap between heterogeneous data sources and AI agents. It abstracts data complexity through business knowledge networks, provides unified data access (VEGA), and orchestrates data processing through DataFlow pipelines.

An open source multi-channel (Messenger, Telegram and LINE) bot for querying and subscribing information and data about COVID-19.

Bothub is an open platform for predicting, training and sharing NLP datasets in multiple languages

Claude Skills for connecting Claude.ai to local Weaviate vector databases - manage collections, ingest data, and query with RAG

AIO Research Agent - an all-in-one intelligent companion for navigating the academic world.

A quick implementation of a GenAI News Summary agent using Llama-3 over Groq.

AI-Agent Alpha Quant Strategy: A-Share Sentiment Index — Daily 0–100 sentiment score from Tushare market microstructure signals + AI commentary for risk warnings and position management.

它是一款面向数学建模的自动化Agent，基于Spring AI Alibaba Graph框架开发：从问题陈述出发自动构建并求解数学模型、进行数据验证与可视化，最终输出包含方法、结果、代码、数据与参考文献的可直接投稿的完整论文。

The purpose of this project is to research Artificial Intelligence and Reinforcement Learning. In the AI Arena, multiple agents can interact with a single environment. After sending its action, each each agent will receive a reward. This allows agents to learn, improve their behavior and to adapt to each other. Interesting phenomena can arise...

基于GPT的自主AI Agent，可以使用联网搜索、本地知识库查询等工具，根据指定的研究目标写报告，例如写市场分析报告、科研报告

🤖 Automatic financial news feed powered by AI.

Markdown-first work-memory protocol for existing agents, with maintained knowledge, candidate notes, evals, and an example KB.

Hierarchical RAG architecture scaling to 693K chunks on consumer hardware (4GB VRAM). Features 3-address routing, hybrid vector+graph fusion, and SetFit classification.

Multi AI agent system for financial analysis with CrewAI

An AI-powered solution designed to enhance mobility for visually impaired individuals by combining real-time video analysis with voice-guided navigation. Also features a built-in Multi-Agent AI Assistant — users can speak naturally to complete map navigation, adjust system settings, send messages to family.

An AI-powered autonomous reverse engineering swarm that accelerates binary analysis through multi-agent collaboration

A demonstration of hybrid search with reranking using Qdrant and BGE-M3 model. A showcase of dense and sparse retrieval combined with ColBERT reranking for optimal search results

Open-source platform connecting AI assistants to government open data — MCP server, curated civic MCP directory, and anti-hallucination framework for all 559 Socrata portals

Personal Hermes agent with Emblem Vault crypto integration.

Open-source runtime attribution and context observability for data access by AI agents and applications

A dependency-free Python genetic-algorithm engine with pluggable fitness criteria — the reusable search core for an LLM/AI autoresearcher.

Analyze any video and produce an .avt (Agentic Video Transcript) file — structured visual descriptions, timestamped transcripts, scene tags, and frame references for AI agent consumption.

Enterprise-ready Document Analysis with Large Language Models

AI lifecycle platform for classical ML and agentic systems. Versioned, encrypted registries for data, models, experiments, prompts, agents, MCPs, and skills. Pre/deploy/post-deployment patterns. Real-time monitoring and evaluation via Scouter. Rust core, governed by design

Your self-hosted AI assistant. Interactive Linux Shell, Files and Folders analysis. Powered by Ollama.

Your Platform for Text Mining through Configurable LLM Chains. Ideal for Developers and Semi-Technical Users

An easy-to-use vector database.

Piazza-Updater automates updates to a Weaviate database with real-time vectorial data. By continuously searching the internet and integrating with Verba repositories, it enhances retrieval-augmented generation (RAG) capabilities, keeping your applications informed and responsive.

Unlimited context on any LLM ✨在任何语言模型上使用无限的上下文窗口 | 顺便一提，我们没有股权纠纷 :)

AI-augmented, conversational information retrieval and data exploration

Service to import data from various sources and index it in AI Search. Increases data relevance and reduces final size by 90%+. Useful for RAG scenarios with LLM. Hosted in Azure with serverless architecture.

A Laravel and React JS SPA created through heavy utilization of AI (ChatGPT and Copilot).

An open-source AI voice agent platform that turns conversations into 100% accurate, user-verified data via a visual form.

Scholar-Agent Intelligent Research Assistant, Literature Search, Metric Extraction, AI Analysis

📚 AI-powered research reading workbench. Project-based paper Q&A with Hybrid RAG, multi-agent workflows (ReAct/Plan-Act/RePlan), long-term memory, and traceable evidence. Built with LangChain + LangGraph + Streamlit.

msl-data-ai

AI-powered chatbot designed specifically for legal professionals. It aims to streamline client interactions, provide preliminary legal guidance, and enhance law firm efficiency. The chatbot offers features such as legal document analysis, client intake automation, legal research assistance, appointment scheduling, multi-language support,.

[AAAI 2026] The offical implementation of paper "FinRpt: Dataset, Evaluation System and LLM-based Multi-agent Framework for Equity Research Report Generation"

UAVBench: An Open Benchmark Dataset for Autonomous and Agentic AI UAV Systems via LLM-Generated Flight Scenarios

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.

A Model Context Protocol (MCP) server for Elsevier Scopus. Allows AI assistants like Claude to search academic papers, retrieve abstracts, and analyze author profiles directly.

Hermes Agent-focused architecture and runtime health checks

OmniDispatch is an autonomous multi-agent system that detects critical infrastructure incidents. It analyzes IoT telemetry against compliance policies and routes field technicians using interactive Fluent UI map widgets within Microsoft Copilot.

MoltTrend Claw is a privacy-first, autonomous AI agent that monitors cryptocurrency trends, analyzes market narratives, and generates actionable reports with long-term memory.

Calibre library automation via FastMCP — metadata, shelves, RAG-friendly export. Companion to Calibre, not a replacement. For Cursor / Claude Desktop.

Auditing AI agents: a curated list of papers, tools, datasets, benchmarks, and standards covering reliability, monitoring, failure attribution, and decision records.

OpenAI gym environments for training RL Agents on @OpenBB-finance Data

Upload personal docs and Chat with your PDF files with this GPT4-powered app. Built with LangChain, Pinecone Vector Database, deployed on Streamlit

Chat to your Database GenAI Chatbot

AI agent for universal behavior analysis (BehaveAgent v1.0).

a peak-calling and differential analysis tool for replicated ChIP-Seq data

A data access control framework for Open Policy Agent

An alerting layer for agentic frameworks

Convert Files / Folders / GitHub Repos Into AI / LLM-ready Files

GenoTools: Advanced Genotype Data Analysis A robust suite for processing genotype data, offering genotype calling (.idat to PLINK), comprehensive sample/variant QC, and ancestry estimation. Ideal for computational biology and genetics research.

Benchmark and execution environment for evaluating LLM agents on end-to-end AI Research. [ICLR 2026]

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.

A research framework for evaluating proactive AI assistants through active user simulation

Plugin for QGIS interaction using LLM. Enables geospatial analysis and data processing through natural language commands.

cn金融数据 MCP 服务器 — 工具包覆盖 A 股行情、财报、估值、板块、市场全景、新闻及宏观指标。

Kumpulan data yang akan digunakan untuk keperluan chatbot bahasa Indonesia dengan kode chatbot sederhana menggunakan Typescript

🦁 Nala is an agile open-source voice assistant framework (20+ actions).

Your AI-Powered DeFi Operating System. The First DeFAI Transactional Agent on BNB Chain. Tracks market trends, analyzes tickers. Execute swaps, bridge, launch memes, and optimize yield effortlessly

Tailored cloud solutions based on use case, cost, and preferences using natural language with Agentic AI to research, design, price, diagram, and report an optimized result.

Welcome to ResearchAgent ! A personal research assistant powered by GPT-3.5/GPT-4. You can ask follow up questions. Get source details of your answer

ScoutAPM Elixir Agent. Supports Phoenix and other frameworks.

A chatbot demo that scrapes a website and stores the result in a vector db, which can then be queried via natual language - chatgpt style.

Go from company names / urls to full competitive analysis in minutes using a GPT-4 powered LLM Agent

This Guidance demonstrates how to effectively orchestrate multiple specialized AI agents to solve complex customer support challenges through different coordination mechanisms on AWS. Modern customer service environments demand sophisticated handling of multi-step interactions, personalized responses, and seamless access to various data sources.

A collection of objects and behaviors for creating dynamic multi agent interactions. 2D|3D Multi Object Behavior library focused on hybrid system interactions with custom Visualization, Data, and performance features.

Detect hallucinations in LLM responses. Verify every claim against source documents using hybrid STS + NLI. Works with LangChain, LlamaIndex, or any RAG pipeline. pip install longtracer

NexDR (Nex Deep Research), a leading deep research agent that autonomously investigates complex topics and generates rich, structured reports.

MCP server for semantic search using local Qdrant vector database and OpenAI embeddings

Native and Private ML inference engine, embeddings, classification, reranking, search, and text generation. Rust core with C# bindings. No Python, no ONNX, no CUDA.

Unofficial. Splunk MCP server. Implemented in Python and TypeScript/JS. Runs searches, queries Splunk, and outputs data as JSON, CSV, or Markdown for agentic LLM workflows. Includes guardrails for input SPL validation and output sanitization. SSE/stdio transport support. Deployment options: Stdio, local HTTP (SSE), or Docker.

基于个人知识库的AI问答系统SSE流/Agent智能体/知识图谱RAG/FunctionCall/历史消息/图片生成/图片理解/Embedding/VectorDatabase/RAG

A platform for Interactive AI-assisted Hypothesis Generation [ACL 2025]

Autonomous research harness for AI agents. Give it a measurable goal — it hypothesizes, experiments, and iterates until it finds a solution or tells you what it learned.

Revolutionary AI ETL with Medallion Architecture: Zero-touch autonomous & HITL pipelines on Databricks