#genai

Long-term memory for AI agents that stays correct — zero-dependency Python + MCP server for Claude Code. When a fact is corrected, the old value stops coming back.

The 500 AI Agents Projects is a curated collection of AI agent use cases across various industries. It showcases practical applications and provides links to open-source projects for implementation, illustrating how AI agents are transforming sectors such as healthcare, finance, education, retail, and more.

Open-source AI Operations platform for multi-agent systems featuring OpenTelemetry instrumentation, SigNoz observability, MCP-powered diagnostics, chaos engineering, workflow replay, and AI cost intelligence.

Spring AI chat app that queries Grafana over MCP and exports its own telemetry to the official OpenTelemetry Collector. Notes on where Spring AI diverges from the GenAI semantic conventions.

AI-enabled Investigator Copilot prototype demonstrating alert enrichment, risk explanation, investigator guidance and draft case narrative generation for Financial Crime Operations.

GenAI Career Roadmap 2026 🚀 | AI Job Paths & Skills Guide

Enterprise multi-cloud GenAI agent gateway — AWS Bedrock + Azure AI Foundry integrations, policy-based routing, guardrails, cost control and CI eval gate

🚀 GenAI Agents Production Blueprint 2026: Code-First Enterprise Deployment

Hackathon team repository for NovaX - [hackindia-team:ai-agents-hackathon-2026:novax]

Hands-on LangChain experiments for building LLM-powered applications using Prompt Engineering, Retrieval, Memory, and Agents.

Retrieval-Augmented Generation (RAG) chatbot using FAISS, Transformer embeddings, and semantic search.

Production-ready AI Coding Agent built with LangGraph, Groq, Code RAG, Tool Calling, FAISS, Tree-sitter, and Docker. Supports code understanding, retrieval, editing, terminal execution, and debugging.

Enterprise Agentic AI Platform for autonomous pipeline monitoring, root cause analysis, incident retrieval, data quality validation, and self-healing workflow orchestration using LangGraph, FAISS, Vector Search, and Python.

ResearchMind is a multi-agent AI research assistant that autonomously searches the web, extracts relevant information, generates structured research reports, and critiques its own output using LangChain, Mistral AI, Tavily Search, and Streamlit.

Reference template: an agentic claims-adjuster app on Databricks — FastAPI + React on Databricks Apps, a LangGraph supervisor over Foundation Model APIs, Unity Catalog, Vector Search, and MLflow. Clone + install to explore Agentic Apps on Databricks.

Master Vibe Coder Workflows 2026: Build, Author & Automate with Claude AI

Hackathon team repository for Tech Knights - [hackindia-team:ai-agents-hackathon-2026:tech-knights]

Hackathon team repository for Deadly Falcons - [hackindia-team:ai-agents-hackathon-2026:deadly-falcons]

Hackathon team repository for Pardhan Ji Dynamic Legends - [hackindia-team:ai-agents-hackathon-2026:pardhan-ji-dynamic-legends]

Hackathon team repository for TECHEEZ - [hackindia-team:ai-agents-hackathon-2026:techeez]

Real-time local voice agent (Jarvis-style) with instant barge-in, streaming STT/LLM/TTS, and pluggable AWS Bedrock/Ollama/OpenAI backends

🐝 State-of-the-art Python AutoML metaframework — fuses GenAI (built on Firefly Agentic / Pydantic AI) with classical ML & Deep Learning. Hexagonal, secure-by-default, governed.

A learning management system and a set of courses on Agentic Engineering