Data agents

Pantry Tracker is a Next.js application designed to help you manage your pantry inventory efficiently. It offers real-time updates, customizable categories, and data visualization to ensure you never run out of essential items. Built with modern web technologies, it's easy to deploy and extend.

An intelligent cryptocurrency copy trading bot based on Telegram, featuring multi-exchange support, GPT signal analysis, and automated trading execution.

A fashion search AI system utilizing Myntra dataset for providing detailed and user-friendly responses to fashion-related queries.

This repo is a template to fine-tune embedding models using sentencetransformers based on different on configuration

A RAG app to ask questions about rows in a Neon Serverless Postgres database table. Try the live demo using the link

Legacy predecessor to VECTOR. This repo is retained for reference only. Start here instead → github.com/Myth727/VECTOR

This repository develops a RAG-powered chatbot that answers questions based on a specific PDF document. Key objectives include: Chatbot Development: Chatbot using Retrieval-Augmented Generation (RAG) Dataset Creation, Performance Evaluation

Retrieval-Augmented Generation system: ask a question, retrieve relevant documents, and generate precise answers. RAG demo: document retrieval + LLM answering

TinyRag is a minimal Python library for retrieval-augmented generation. It offers easy document ingestion, automatic text extraction, embedding generation, and retrieval with vector stores. Designed for quick setup and flexible provider configuration, TinyRag enables fast, contextual responses from language models.

Build an AI-powered chatbot that is able to access external data to provide the most accurate answer

Leverage vector databases to swiftly construct a diverse range of applications through "Building Applications with Vector Databases" course!

🧹 Automated Filtering of Undesirable Web Data to Update LLM Knowledge

Token-efficient web research for AI agents; tinyfish search + Groq summarisation, 99% fewer tokens than raw HTML

AI-powered environmental monitoring system for marine and terrestrial ecosystems using computer vision, real-time analysis, and FAIR data principles.

Stay current on high-quality work at the Operations Research × AI intersection. A research agent performs deep, multi-pass analysis of each paper, scores relevance, and curates what matters, helping you spot trends and gaps faster.

This repository contains practical examples and sample projects demonstrating how to use Moorcheh, a framework for building AI-powered chat applications.

AI powered ATS compatible resume generator

(Experimental) Docsally is your smart PDF assistant, powered by Ollama—instantly understanding your documents and answering your questions with AI insights.

A curated collection of production-ready agentic AI projects—showcasing automation, LLMs, and intelligent agents for real-world applications.

A cloud-native RAG system for research paper analysis featuring structured PDF ingestion via LangExtract, high-speed Groq (Llama 3.3) inference, and Supabase vector storage.

Create agentic systems from scratch and monitor them using LangGraph studio

This repository contains Model Context Protocol (MCP) server implementations that demonstrate how to create and integrate custom tools and data sources with AI applications. MCP is an open-source standard that enables AI applications like Claude or ChatGPT to connect to external systems, data sources, and tools in a standardized way.

Artificial Collective consciousness: A New Way To Study, Learn and Have A Fun!

基于MCP（Model Context Protocol）的中国A股市场智能分析系统，通过多个专业智能体的协作和辩论，为投资决策提供全面的分析支持。（主要是基于我之前开发的FinanceMCP进行开发的）

Privacy focused Open-source AI, Platforms, and Automation driven business-in-a-box. Designed for small business and startups.

Memory Layer for AI Assistants: Persistent memory, semantic retrieval, and evaluation tooling for building assistants that remember users over time.

This project leverages SOTA techniques to retrieve relevant information from large datasets and generate coherent, contextually accurate text that includes image data references.

Train expert conversational role-play LLMs with synthetic data

Semantic Chunking is a Python library for segmenting text into meaningful chunks using embeddings from Sentence Transformers.

Production-ready RAG movie recommender with multi-agent architecture, OpenAI embeddings, and conversational web UI. Ask naturally about movies - get intelligent recommendations instantly!

AI-powered tool that transforms complex research papers into clear, customized explanations. Uses LLMs (GPT-4, Claude, Gemini) to provide adaptive insights from high school to expert levels. Built with Python, Streamlit, and LangChain. Ideal for students, researchers, and lifelong learners. 🌟 Star us for updates! 🤝 Contributions welcome!

GraphRAG + 4-agent LLM council for biomedical research. Find contradictions, validate hypotheses, and get confidence-scored answers, cited to real papers. Built on Neo4j, LangGraph, Groq & OpenRouter.

Deep Research pattern for root cause analysis using Amazon Bedrock and LangGraph with human-in-the-loop

An interactive, agentic data analysis application that leverages advanced LLM reasoning to help users explore, visualize, and understand their data.

Agentic AI assistant for proactive AWS Health Event management and impact analysis

CLI that helps with docs splitting, embedding and exposing them in a seamless manner

1st Place Winner (General Judge) - Datadog Self-Improving Agents Hack. Two identical AI agents play Split or Steal. No pre-programmed betrayal. They discover deception on their own. Built with @evancorrea.

A methodology for conducting comprehensive research using multiple AI research agents, with a CLI AI agent orchestrating phased synthesis of results

A Python library for generating high-quality question-answer pairs from PDF, DOCX, MD, and TXT files

GraphRAG for Legal AI: Context-aware contract analysis using Neo4j, OpenAI and the CUAD dataset.

Atlas - Enterprise document indexing plugin for OpenClaw. Vectorless RAG using PageIndex with async indexing, incremental updates, and smart caching. Scales from 10 to 5000+ documents. Perfect for financial reports, legal docs, technical manuals, and research papers.

Implementation of the book "Essential GraphRAG MEAP V04"

Colombian SME Agent: LangChain+Flask chatbot that scrapes DIAN, MinCIT & CCB pages, chunks and embeds text into ChromaDB, then filters by similarity to deliver structured financial, tax, and growth recommendations.

Hyperliquid trading intelligence for AI agents — 106 available MCP tools: builder analytics (revenue, retention, audience overlap, user journey), cohort analytics, position lifecycles, liquidation heatmaps, trader profiling, HIP-4 outcome contracts, and live market data. Hosted connector at mcp.coinversa.ai (OAuth) or npx @coinversaa/mcp-server.

AI-Tadpole-OS a local-first "development platform" a Lily Pad to jump from for running autonomous AI agent teams on your own hardware. Coordinate parallel workflows, maintain full data privacy, and oversee every decision — no cloud required.

dk — CLI for Dakera self-hosted AI agent memory. Manage memories, namespaces, vectors, knowledge graphs, and sessions.

Open-source iOS workflow app and reference architecture for turning screenshots into structured AI insight cards.

An autonomous AI agent for discovering CS Ph.D. programs and analyzing research fit using LLMs.

Simple TypeScript library with RAG primitives for embeddings, chunking, storage, and semantic retrieval.

深度方略 Stratapro — A股多源验证选股决策系统。基于动态权重的AI智能选股评估，集成技术面/基本面/产业渗透率三维评分，支持每日16:00自动推送日报+盘中实时预警，开箱即用。

Gemini CLI extension for Google Ads management — campaign analysis, auditing, optimization skills and commands. Ported from production at googleadsagent.ai

A central learning path and knowledge database for developers who want to understand, build, evaluate, secure, and deploy AI agents.

An investment research committee that runs inside Claude — analysts, a bull-vs-bear debate, risk audit, trader call, and PM sign-off in one conversation. Research only.

🤖 Intelligent Discord AI Bot with multi-provider support (Gemini, OpenAI) featuring advanced moderation, media processing, URL context analysis, and natural language function calling

SAGE: self-correcting autonomous research via Multi-Hypothesis Failure Attribution (MHFA). Diagnose many causes of a failed experiment, verify the most critical, and route the fix to the right level.

A local AI-powered OS assistant for Windows that organizes files, monitors system pressure, suggests cleanup actions, and stays privacy-friendly by running with local tooling such as Ollama.

MCP server for the Fellow Aiden coffee brewer. Lets Claude push profiles, scrape roaster pages, and apply brewing heuristics. Unofficial.

Secure Conversational Agentic-Flow over Agent-User to enhance the Privacy-data Driven Fully Encryption-Decryption Mechanism Conversation between Agent and User

Community MCP vision bridge for Xiaomi MiMo Vision, enabling image understanding for text-only LLM agents.

Track your Claude.ai session, weekly, and Claude Design usage in real time. Manifest V3 extension for Chrome and Firefox.

Minimal, type-led HTML/CSS/React design system for slide decks and data-driven presentations. 极简演示文稿设计系统，含7种幻灯片模板与React组件。

MCP server for XAUUSD: live microstructure, OOS-validated strategy intelligence, macro context, and AI analyst aggregation. Cross-platform (Claude, ChatGPT, Cursor, Windsurf).

streamlit region:us

gradio mcp-in-action-track-enterprise mcp-in-action-track-customer mcp-in-action-track-creative region:us

peft safetensors llama-factory lora generated_from_trainer text-generation

transformers safetensors llama text-generation function-calling function calling

safetensors text-generation en dataset:FreedomIntelligence/RAG-Instruct arxiv:2501.00353 base_model:meta-llama/Llama-3.1-8B

transformers pytorch safetensors llama text-generation en

transformers safetensors gguf llama text-generation e-commerce

transformers pytorch tflite onnx safetensors gpt2

transformers safetensors llama text-generation minicpm minicpm5

AI-powered crypto trading MCP server with technical analysis, sentiment, and execution tools

An agent harness on top of Trigger.dev, wearing analytics as its first skin. Questions become interfaces.

A science inference cluster — every model, from protein folding to LLMs, behind one OpenAI/Anthropic-compatible endpoint and a single key. Built to run beside HPC so agentic AI researchers can drive simulations and model inference together. Self-deploying on RKE2 with KServe/Knative + HAMi GPU.

🤖 The most comprehensive, community-driven resourcefor Automated AI Research — papers, tools, people, lbs, roadmaps. Featuring Recursive Lab, Sakana AI, DepMind & beyond.

Verified knowledge infrastructure for agent-native research teams.

"A Retrieval-Augmented Generation (RAG) chatbot built with LangChain, Streamlit, and FAISS, designed to answer questions accurately from custom documents (PDFs)"

Hands-on Generative AI: 15 RAG modules from document loaders to guardrails, plus Papeer — a research paper assistant with citations and claim verification. Also LangGraph workflows and LangSmith tracing.

The agentic council is a fully configurable wrapper to introduce a novel method for cross-family critical red-teaming and evaluation of a "leader" agent's work. This is NOT an oracle. It is a toolchain designed to force agents into more honest, thoroughly verified workflows in a configurable, agent-agnostic way.

A personal assistant that remembers you, and a second brain that maintains itself. An AI agent compiles your sources into a cited, self-maintaining Obsidian wiki, its long-term memory. Today it ships as a research assistant. The direction is a shared brain for multi-agent work. Pre-1.0, in active development.

Image analysis and visual understanding tools for AI agents — describe, detect, extract from any image.

Vector DB implementation in Mojo

Responsible & ESG investment portfolio analyzer (Portfolio Lab style)

Real-time AI agent execution observability & token tracing (Progress AI style)

Database schema & query results transformer into high-density LLM context (Polygres style)

Visual screen screenshot analyzer & blackboard diagram explainer (Attyn Blackboard style)

AI LLM visibility tracker monitoring brand share of voice (Lettertrace style)

AI-powered storefront with Sanity Context, Clerk & Next.js 16 — a shopping agent that writes one GROQ query combining hard filters with semantic ranking against your live dataset

Conversational user research transcript analyzer & thematic insight clusterer

This Python project demonstrates semantic search using MongoDB and two different LLM frameworks: LangChain and LlamaIndex. The goal is to load documents from MongoDB, generate embeddings for the text data, and perform semantic searches using both LangChain and LlamaIndex frameworks.

AI-powered search engine that reasons over results using knowledge graphs and RAG

DSH Origin Plugin: drive Origin scientific plotting from DeepSeek Harness AI chat via MCP. Write data, plot line/scatter/column, export PNG/SVG DeepSeek Harness Origin

Personalized herbal medicine and mind-body constitution analyzer (Apothékary style)

Autonomous database query plan analyzer and index tuning engine detecting sequential scans (pganalyze style)

Sales call revenue intelligence & objection analyzer (Gong style)

Multi-platform creator attribution analytics & conversion tracking engine

Viral sentiment velocity crisis sentinel & PR holding statement (Talkwalker)

Headless commerce CDP and real-time cohort LTV predictive modeling (Chord Commerce style)