Data agents

This repository is dedicated to my learning journey through the LangChain & Vector Databases in Production course offered by Activeloop. The course is part of the Gen AI 360 Foundational Model Certification and focuses on mastering Large Language Models (LLMs) and Vector Databases.

🧩 Interfacing with different LLMs-chains, vectorstore databases, and autonomous agents.

RAG Chatbot for Financial Analysis

Converso is a LangChain extension that streamlines data acquisition and action execution through natural language

This repository contains a project that allows users to analyze PDF files by extracting text from them and performing question-answering tasks

A RAG application to search documents for homeopathic remedies based on patient's description of symptoms and modalities

LangChain application acting like a Game Master for a table top rpg of your choice.

Creating Agent Swarm using Open AI, Autogen and Langchain

AI-powered investment council that summons 18 legendary investors (Buffett, Munger, Soros & more) to analyze any ticker.

Autonomous trading research factory and flagship reference app for Meerkat + Goldfish

Build an automated data analysis system leveraging Microsoft's AutoGen framework to create a team of specialized AI agents. This project guides you through processing CSV data, generating visualizations, and producing comprehensive reports using natural language queries.

Develop a Flipkart Product Recommender Chatbot using Retrieval-Augmented Generation (RAG) to provide accurate, context-aware product recommendations based on a specific dataset. The system leverages LangChain and LangGraph within a containerized microservices architecture for scalability and observability.

An automated Video Compliance QA pipeline using LangGraph audits videos with RAG against regulatory rules. It uses Azure Video Indexer + OCR, Azure AI Search + embeddings, and GPT-4o to detect violations and generate structured JSON reports, with LangSmith tracing and App Insights monitoring.

The Marketplace of All Super Systems

Peridot v1.5.3 [STABLE] | Sovereign AI Kernel. Engineered by uncoalesced. Offline, GPU accelerated Llama/Qwen framework. Features 10Hz ZAT-SCS predictive preemption, speculative context streaming, dynamic VRAM arbitration, Layer 1 RAG & hardware telemetry. Zero data exfiltration. Absolute hardware control.

AI_EDA_Assistant 🤖💻 is an automated web application which automatically collects 🗃️ the data and perform almost all basic tasks✅ for example checking duplicate values , null values , correlation between data and many other things within mili seconds 🕛 so get ready to understand the concepts of python and implement it 💻 and clone it. 📈

Enterprise-grade AI assistant for Microsoft Power BI. Natural language to DAX queries, auto-execute & interpret results. Supports Azure Claude, Azure OpenAI, and Ollama.

Runner up at Algorithm 6.0 Hackathon

Attentively Embracing Noise for Robust Latent Representation in BERT (COLING 2020)

A feature-rich chatbot with user authentication and data storage capabilities using OpenAI's language model, Next.js, TailwindCSS, Firebase, Google Sign-In, and TypeScript.

Bot for hiding data from strangers in Telegram Messenger

A conversational AI assistant for the openBIS research data management system. Uses RAG with Ollama to provide natural, accurate responses to queries about openBIS. Scrapes documentation, processes it into semantic chunks, and delivers helpful answers through a simple command-line interface.

A Chatbot buddy for any websites

This platform is used to create bots whose job is to answer questions about a specific data source. It allows the automatic generation of a chat/voice bot swarm to attend all the data sources in an Open Data Portal.

A React group chat demo powered by PubNub and reusable chat components.

Small Cross-platform App wtitten in .NET MAUI Hybrid (MVVM + OData + OpenAI)

ChatPod - Q&A over your Podcasts

Open-Research.ai is an AI-driven search engine that leverages OpenAI and Serper.dev to deliver a powerful search experience. 1-Click deploy to Vercel.

Leverage AI to analyze and detect misconfigurations in any AKS cluster.

“Change formats. Extract insights. All with AI.”

Python implementation of https://github.com/mishushakov/llm-scraper

♟️ AI-powered chess trainer with Stockfish 18 + LLM coaching. Learn chess with real-time explanations, engine analysis, puzzles, openings, and endgame training — directly in your browser

Research Assistant Mini App

Prompt Engineering and Dev-Ops toolkit for applications powered by Language Models

DART (Diffusion-Autoregressive Recursive Transformer) is a novel hybrid architecture that combines diffusion-based and autoregressive approaches for text generation.

This project focuses on the design and implementation of a trading bot using OpenAI's GPT for sentiment analysis of financial news. The bot integrates sentiment analysis in trading strategies for S&P 500 stocks.

Twitter bot that generates answers using OpenAI ChatGPT and DALL-E-2

Revolutionize your job applications with the Cover Letter Generator—a time-saving tool that automates the creation of polished and personalized cover letters. Crafted for efficiency, our user-friendly interface and professional formatting help you stand out in the competitive job market. Simplify your job application process today!

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

Kernel Memory. A sample project demonstrating AI-powered semantic search capabilities tailored for e-commerce websites, leveraging RAG (Retrieval-Augmented Generation) architecture

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

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

A simple vector database in rust

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

A curated collection of the world’s most advanced benchmark datasets for evaluating Large Language Model (LLM) Agents.

An intelligent web research and analysis tool powered by OpenAI GPT models and browser automation. Manus JS streamlines the process of gathering, analyzing, and synthesizing information from web sources.

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

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

A comprehensive end-to-end tutorial series covering the complete lifecycle of building, deploying, and monitoring AI agents using modern GenAI frameworks.

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

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

Frags is an advanced AI agent for complex data workflows—retrieval, transformation, extraction, and aggregation. Highly customizable and extensible, it prioritizes precision.

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）

SAMAR is an AI-driven tool designed to automate research and analysis processes for mergers and acquisitions (M&A), facilitating the generation of comprehensive reports. By leveraging advanced artificial intelligence techniques, SAMAR streamlines tasks such as data collection, financial modeling, and risk assessment.

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

DealScale is a cutting-edge platform that leverages AI to transform business operations, providing intelligent solutions for deal management, customer engagement, and data-driven decision making.

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

🧠 Automated AI Knowledge Base for Product Managers — 4-pillar system with self-evolving knowledge graph. Updates every 4h.

Filesystem-based persistent memory for LLMs and AI agents -- unlimited context windows without lossy summarization

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

aiHelpDesk: Agentic DB SRE support system that learns from every incident. A database reasoning layer equipped with a governed actuation arm that treats human operators and upstream agents indiscriminately

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

Open Research Agent for Operations Research Problems

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

AI-powered simulation and prediction engine with interactive dashboard. Run scenarios, get instant AI-generated insights, and visualize results with professional charts.

Curated reading list & living survey on long-term memory for LLM agents — 989 papers, 529 archived PDFs, deep notes mapped to memory-kernel modules. Feeds the Ymem Research Radar.

Flow-driven recursive skill evolution for agentic LLM orchestration.

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

Your AI radar for AI news — scores, filters, and summarizes 47+ RSS feeds into a daily Obsidian digest with trends and builder insights.

Agent 的智能学术论文分析技能

Multi-source search CLI for LLM agents — web, HN, Reddit, GitHub, Tavily, Exa, Brave, Jina, YouTube, Twitter. Go single binary. Session-based workflow with JSON contract.

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.

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

Your data, domiciled on your device. A private AI stack — vector database, RAG, and local LLM — that runs entirely in the browser. Zero egress, zero third-party processors.

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.

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

Live-updating index of LLM agent frameworks shipping on GitHub, refreshed every 15 minutes

Hands-on tutorial for the Agentic Resource Discovery (ARD) protocol, with a runnable two-organization data-analytics example over ClickHouse.

Learn to build recursive self improvement agents

Local-first MCP server for Garmin Body Battery, HRV, sleep & training data — Claude/Cursor ready

Live-updating tracker of prompt engineering tools, libraries, and techniques — refreshed every 15 mi

streamlit region:us

gradio agent-demo-track education ai-agents course-generation multi-tool web-research image-generation

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

transformers safetensors qwen3_5_moe image-text-to-text qwen world-model