Data agents

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.

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

Deep research agent using Amazon Bedrock, AgentCore, and LangGraph

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.

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

A structured learning repo for retrieval-augmented generation, from foundations to production patterns.

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

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

Multimodal Open Source Framework for Conversational Agent Research and Development.

AI agent for creating personalized digests of research papers

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.

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.

Turn documents into high-quality instruction datasets with grounding, quality filtering, deduplication, and provenance.

CLI toolkit for Dynamics 365 Finance & Operations X++ development. Indexes AOT metadata, scaffolds objects, and wires up AI agents via a stable JSON envelope and MCP.

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"

AI-assisted XAUUSD daily research workflow with Research Skill, Agent Harness, LangGraph, Tool Calling, and free public data sources.

transformers safetensors gemma2 text-generation conversational ar

AgentChat platform plugin for Nous Research's Hermes Agent runtime — peer-to-peer messaging for autonomous agents over WebSocket. Bundles the agent etiquette skill. (PyPI: agentchatme-hermes)

Fund Analysis Multi-Agent System (FAMAS) - 基于多Agent协作的基金深度分析、筛选与持续监控决策支持系统

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

Fine-tuning black-box OpenAI embedding models

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

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

An autonomous liquidity agent that watches Meteora DLMM pools, reasons over live on-chain data, and rebalances positions before they bleed.

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.

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

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

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.

SDK for Android — gives local LLMs structured access to phone data (calendar, contacts, SMS, files). Everything stays on device.

Reproducing AgenticQwen (arXiv:2604.21590) — dual-flywheel data synthesis + GRPO RL training for agentic small LLMs

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 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

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.

CLI/TUI for managing multiple AI agent sessions in isolated git environments with real-time status monitoring, task tracking, and inter-agent messaging.

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.

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

Welcome to the AI Newsreader repository! This project is a demonstration of how generative AI tools can be used together to create a sophisticated and dynamic newsreader avatar.

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.

Development of parametric, deep learning, and reinforcement learning agent-based model of car-following behaviour. The models aim to be data-driven, and take into account the heterogeneity of drivers' behaviour and vehicle types. Potential future applications include investigation of a mixed traffic of human-driven vehicles and autonomous vehicles.

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

A lightweight, self-improving research system powered by Cloudflare Workers and OpenAI. Uses Durable Objects to recursively generate, verify, and refine AI research responses.

A Tavily-based agent generating evaluation datasets for web search RAG systems.

A toolkit for biomedical data integration and harmonization

Whale tracker - detects large on-chain movements.

Embedded LSM Tree Key Value Database on Object Storage for large datasets

Open source observability for OpenClaw agents. Real-time monitoring, cost tracking & management, and smart alerts. Free forever.

Exploring CrewAI capabilities by building a basic stock analysis app.

Chat interface for OpenBB based on a instruct finetuning of a LLM, similar to ChatGPT.

Within the scope of psychology, it is an LLM AI-Bot research aimed at increasing human interaction with AI.

AICW AI Mentions (formerly AICW Rankings) is an open-source tool that helps online marketers track how often their products are mentioned in responses from popular AI chatbots.

Open-Sable is a local-first autonomous agent framework with AGI-inspired cognitive subsystems (goals, memory, metacognition, tool use). It can run continuously on your machine, integrate with chat interfaces like Telegram, execute real tasks safely, and keep data private by default.

AI assistant for Dota 2 with real-time game analysis via GSI and advice from LLM

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.

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

Research and product workspace for Hussh personal AI experiences, consent flows, and applied agent systems.

OpenAaaS: science agent network — bring AI to your data, not your data to AI. AaaS, Agent as a Service, MCP protocol, local execution, Docker sandbox, zero-config Rust nodes.

MCP server giving LLMs the ability to design, simulate, and analyze SPICE circuits via LTSpice and NGspice

Multi-agent crypto research bot — scout, verify onchain, score risk, synthesize a research brief via long-chain LLM reasoning. Built on the Xiaomi MiMo platform.

Pixel-art OpenClaw agent office dashboard with demo mode and configurable sprites. A fun dashboard for multi-agent health monitoring.

Demos of ChatGPT's function calling/structured data support.

NullFlux — 本地部署的中文 CFD / 科学计算智能体（OpenFOAM · MFIX · LBM · ParaView · 视觉核验 · 论文复现），by LZF

transformers safetensors qwen2 text-generation text-generation-inference unsloth

transformers gguf llama legal text-generation en

This project leverages Large Language Models (LLMs) and a multi-agent framework to analyze stock prices, gather relevant news, and generate comprehensive financial investment reports for companies.

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.

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*

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

Run Claude Science on Windows. A WSL2-backed installer and taskbar launcher for Anthropic's research app.

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

MCP server exposing financial data using Yahoo Finance via yahooquery. Provides stock insights, historical prices, earnings, recommendations, and ownership info. Built for Zentickr AI tools and compatible with research agents or financial copilots.

Solana liquidation hunter that scores real edge after oracle drift, keeper competition, and unwind friction.

Your own personal data engineer for OpenClaw.

Chat with Your Data

Autonomous arbitrage scanner - monitors price spreads across 4 Solana DEXes, evaluates paths with Claude, executes in milliseconds.

X Intelligence CLI — search, monitor, analyze, and engage on X/Twitter. Single Rust binary, 2.5MB, <5ms startup. AI agent skill.

Configurable deep research assistant

Chainlit app to chat with different data - TXTs, PDFs, etc...