Data agents

A local search system implementation using Elasticsearch for Wikipedia data indexing and retrieval.

Never forget the resource that helps to close that sales call! Power a real-time speech-to-text agent with retrieval augmented generation based on webscraped customer use-cases.

An automated project intelligence and evaluation tool for performance and migration readiness.

An AI-powered investment analysis tool 📈 that leverages simple ReAct AI agent flow framework and financial analysis techniques to provide comprehensive portfolio insights. This intelligent agent helps investors make data-driven decisions by offering deep portfolio risk assessment, stock profiling, and personalized recommendations.

Boilerplate for multi-LLM agent applications using Langchain v3 with multi-model reasoning capabilities.

First-class protocol and framework for enabling collaborative intelligence and communication across specialized Data Agents.

Structure-aware semantic chunking toolkit for RAG pipelines with semantic boundaries, metadata preservation, deduplication, and CLI/package tooling.

Web Vector Storage (WVS) is a lightweight and efficient vector database that stores document vectors in the browser's IndexedDB. It supports perform semantic similarity searches on text documents using vector embeddings. Embedding is enabled through use of OpenAI, Ollama or HuggingFace Transformer embedding models.

Context Search Engine is an AI-powered semantic document search platform built for learning, experimentation, and real-world prototyping. It demonstrates the full lifecycle of modern vector-based search — from document ingestion to chunking, embedding, indexing, and contextual query matching.

⚗️ AI Agent 生态每天海量资讯，99% 是噪音。这个仓库只做一件事：把最新碎片信号提纯为你能直接用的架构导轨、设计模式和工程实践。

Self-hosted AI powered knowledge base for SMBs: WikiJS + Qdrant Vector search, Chrome extension queries, single Ansible deploy. Unlimited users, no subs - reduce SaaS costs, own your data.

Stuart is simple RAG System, that the Open Data Hub uses as a chatbot to help the Open Data Hub customer care team in solving tickets. Stuart uses as input: the Open Data Hub Wiki, the past tickets history, the readme files and the GitHub issues of all NOI-Techpark repositories.

This is an official repository for "Exploring Multi-Modal Data with Tool-Augmented LLM Agents for Precise Causal Discovery".

Visual tool to compare 6 RAG chunking strategies side-by-side with grading and query selection

A structured dialogue framework for Claude and ChatGPT. Four modes: analysis, action, lived experience, unformed intuition.

all tmux sessions, all agents, one interface

Local AI agent on your home machine, accessible from your phone via P2P WebRTC. Ollama + RAG + Skills + cron - no cloud, no subscription, your data stays on your hardware.

A powerful Model Context Protocol (MCP) server that provides intelligent access to your local music collection through advanced metadata management, album type classification, and comprehensive analytics.

🔬 Agentic deep research application template on AWS

🐱 MiNerva·咪涅瓦 — 替你干活的赛博猫｜An autonomous AI agent that actually does the work.

Melissae is a distributed honeypot framework with containerized decoys, rule-based threat scoring, real-time dashboard, STIX 2.1 export and a built-in AI analyst.

Multi-agent AI platform for biomedical & genomic research — query PubMed, ClinVar, Ensembl, UniProt and 10+ scientific databases with natural language.

睡前消息智能体

A calm command centre for a founder who works with more than one AI tool. Eleven rooms, agents as colleagues, honest data. Point your agent at this repo and build your own.

Pure-Rust DWG -> multipage PNG renderer + lossless position-referenced text layer & metadata indexer for RAG/VLM ingestion of CAD drawings

口述史录音转写稿 → 忠实整理稿的工具箱（Claude Skill）：去口语化 Pass1 + 对抗式忠实度质量门，存真优先，数据全程本地不外传

OR-Space: a full-lifecycle workspace benchmark for industrial optimization agents

SDK for developing apps on top of Hypermemory

Live Claude usage tracking (session & weekly limits) in your macOS menu bar at a glance!

chew through any source into clean datasets! a fast ingestion, RAG & fine-tuning toolkit

MCP server for creating, managing, and analyzing Meta (Facebook/Instagram) ad campaigns with Claude.

A bilingual, continuously updated directory of AI agent cases, news, open-source projects, papers, and reusable resources.

Bring Semantics to your AI Agents via the OpenMetadata & Collate AI SDK

Production-ready AI Business OS — 46 autonomous AI Employees, Graph RAG (Neo4j), multi-channel, BYOK across 17 LLM providers plus custom/local endpoints (Ollama), automatic fallback. 8 libs (Python+Java). Self-hosted, MIT licensed, guardrailed autonomy for regulated industries.

GenAI - Building AI Workflows | Agentic Appls | Working with LLMs | HuggingFace | OpenAI | Gemini

Open-source agentic AI operating layer for hospital operations — multi-agent orchestration over FHIR-connected HIS data, built on LangGraph and Temporal.

The best AI harness you can run yourself. One file: web UI, tools, memory and orchestration built in. Run a team of agents across providers at once - lead on Claude, architect on GPT, researchers on DeepSeek. No sandbox, no skills, no MCP: a tool, not a nanny.

MCP (Model Context Protocol) server for managing MongoDB Atlas projects — create and manage clusters, database users, and network access via MCP tools.

Bring Xnurta's advertising capabilities into your own AI assistant via MCP — natural-language Amazon ads data queries, analysis, and reporting.

睡前消息知识库 | 视频节目文稿 | 问答AI Agent | 马前卒工作室 | 参考信息 | 高见 | 讲点黑话 | 产经破壁机

A bespoke NLP Chatbot trained using a corpus of Reddit data.

A high-precision calculation & binary data MCP server with chained batch execution (batch_calc), bitwise logic, IEEE 754, crypto, and math.

Windows 微信对话分析助手：本地读取、脱敏、TypeSafe Jev 判断与加密历史

Product Ingredient Agent

Efficient RAG knowledge pack creator from online Julia documentation

JanusLM is a Two-faced AI agent. One side reads, catalogs, connects. The other acts: writes documents, analyzes data, answers questions.

arXiv-Chat: An AI research assistant and Discord bot

AI powered legal research engine. The system is based on multi AI agentic RAG systems leveraging the power of Llama3 LLM

A simple yet powerful semantic AI search engine⚡️

Text summation using python, deep learning, machine learning, transformer, huggingface, openai and langchain

Easily create semantic search based LLM applications

Transforming meeting discussions into actionable recaps.

⚡️Framework for fast persistent storage of multiple document embeddings and metadata into Pinecone for source-traceable, production-level RAG.

🧠 Multimodal Retrieval-Augmented Generation that "weaves" together text and images seamlessly. 🪡

⚡ FutureGPT - Application development framework that connects GPT-4 with external data, the internet, other applications and language models, and automates the system with generative autonomous agents.

Apache Arrow Flight clustered vector engine for high throughput Agent memory sharing

DataAgent is an enterprise-grade data intelligence assistant platform designed for data engineers, business analysts, and data managers. Built on DeepAgent's.

Chatlytics is a data query and visualization platform for chat!

The Covid-19-QBox-Chatbot Model is free pre-compiled chatbot model that addresses typical questions about the COVID-19 virus to help you handle high volumes of questions from your customers, partners and staff. You simply add it to your current chatbot training data.

NLP-CHATBOT

AI-powered solution leveraging RAG to generate automated dashboards, insights, and reports from Industry 4.0 machinery data.

Read files and images and retrieve data for LLM

Multi-Agent-AI-Researcher-Powered-by-DeepSeek-R1-main

Multi-agent reinforcement learning framework for Unity environments. Implements MAPPO, MASAC, MATD3, and MADDPG with comprehensive evaluation tools. Features sample-efficient training, competitive analysis, and pre-trained models achieving great performance in Tennis and Soccer environments.

Local-first LLM wiki for research workflows with Obsidian, a dashboard, and a macOS menubar runtime.

Apache Flink MCP Server is a Model Context Protocol (MCP) implementation that empowers AI assistants and large language models to interact directly with Apache Flink clusters through natural language. It enables intelligent monitoring, management, and analysis of real-time streaming applications—making stream processing more intuitive, accessible.

Perform intelligent research over document collections using hybrid search and LLMs.

This project is an end-to-end Retrieval-Augmented Generation (RAG) system designed to ingest, parse, embed, and semantically search scientific papers from arXiv.

A persistent AI character that reads world news, builds memories with retrieval, and evolves an emotional state over time.

CLI Investment Research Agent

MaskClaw项目构建了一套基于端侧多模态大模型的自进化隐私防护架构，通过视觉脱敏与Agentic 规则演进，实现了 Agent 行为偏好与隐私防护策略的动态协同生长，确保了高危隐私数据在云端交互中的物理级安全与个体化适配。

AI agent toolkit for accessing and analyzing SEC EDGAR filing data. Build intelligent agents with LangChain, MCP-use, Gradio, Dify, and smolagents to analyze financial statements, insider trading, and company filings.

YouTube Video Inspector is a multi-agent tool that analyzes YouTube videos by fetching metadata, analyzing comments, and generating performance reports, which can be exported as PDFs using CrewAI.

Deterministic context database for AI agents. Same query → same context, every time.

This repository contains a Go application that demonstrates semantic product search and Retrieval-Augmented Generation using OpenAI's GPT and embedding models, with Qdrant as the vector database.

Learn Retrieval-Augmented Generation (RAG) from Scratch using LLMs from Hugging Face and Langchain or Python

LangGraph Multi-Agent Handoffs, Clearly Explained

A Beekeeper Studio plugin for analyzing database and generate queries

Elixir RAG library with multi-LLM routing (Gemini, Claude, OpenAI, Ollama), GraphRAG, knowledge graphs, modular retrievers/rerankers, composable pipelines, pgvector integration, advanced chunking, and tool-using agents. Fork of bitcrowd/rag.

Knowledge graphs and financial news analytics with large language models

Glossary of key concepts in Large Language Models (LLMs), Artificial Intelligence (AI), Natural Language Processing (NLP), and Machine Learning (ML). Clear definitions and resources for developers, researchers, and AI enthusiasts exploring generative language technologies.

Robot data infrastructure and runtime: turn video, state, actions, and telemetry into training episodes, RL environments, policy rollouts, and replayable evidence.

Multimodal document QA: vision + retrieval over PDFs (LLaVA + LlamaIndex)

your glass-box company brain — tells you what it doesn't know (deterministic gap analysis). MIT core · MCP · PGLite→Postgres.

The data layer for AI with Vector, Graph and Vector-Math built into one single rust engine

Agent-ready CLI for static page inspection, search triage, and browser handoff.

Your network traffic as rush hour - live packets rendered as 3D vehicles on a night highway, running behind your Windows desktop icons. Zero dependencies. Built with Claude Fable 5.

Open source LLM observability and monitoring. Drop-in proxy for OpenAI, Anthropic, and Gemini with request logging, cost tracking, and agent tracing. Self-host with one Docker command. MIT.

VerumTrade -- An open-source multi-agent AI trading framework, with visible reasoning and decision traces from evidence to final trade proposal.

Local-first MCP server for WHOOP recovery, HRV & sleep — Claude, Cursor, ChatGPT ready

gradio region:us

transformers safetensors mistral text-generation it dataset:DeepMount00/gquad_it

transformers gguf mistral text-generation en de

transformers safetensors llama text-generation conversational en

A bespoke NLP Chatbot trained using a corpus of Reddit data.

Balance monitoring, per-session spend & token tracking, low-balance alerts, and an official recharge shortcut for DeepSeek Harness. / 余额监控和充值插件

工厂本体驱动的数据问答框架（开源，Apache-2.0）：把中小企业台账/MES/ERP 变成可自然语言问答的语义知识图谱。CSV进答案出，确定性规则引擎+本体GraphRAG+向量混合检索，本地化数据不出厂，换行业只换词典。

WMB-100K — The first 100,000-turn benchmark for AI memory systems

Agentic AI workflow automation platform using LangGraph, RAG, FAISS, and Gemini to intelligently automate multi-step tasks.

让 MinerU 在 AMD 显卡上以 vLLM + hybrid-auto-engine 满血运行！ 本项目是对官方文档中 AMD/ROCm 生态支持的有效补充。针对 MinerU 3.x 提供了一套完整的 ROCm 7.x + PyTorch 2.11.0 + vLLM 源码编译与部署方案，解析质量与速度对标 NVIDIA 旗舰显卡。