generative-ai-agents

Hands-on beginner-friendly Generative AI projects covering Prompt Engineering, LLM APIs, Embeddings, RAG, Vector Databases, and AI Agents. Learn Gen AI by building real-world projects.

Computer vision system that analyzes fabric patterns, detects defects in real-time manufacturing, and generates new textile designs using generative adversarial networks.

Privacy-first local AI backend. Run 100+ LLMs (Llama 3, Mistral, etc.) on your infra via Ollama with JWT auth, RBAC, and PostgreSQL. No data leaves your server.

Multi-modal AI that generates novel recipes, predicts flavor combinations, and analyzes food chemistry using molecular gastronomy principles.

The missing manual for building AI systems that work in production. RAG · Agents · Evals · Security · Cost Optimization

AI-driven generative quantum circuit design for molecular & materials discovery — GNN + Transformer + QD-GRPO reinforcement learning + CUDA-Q, validated on QPU hardware. GIC 2026.

Generative AI system that designs novel synthetic biological circuits and organisms for environmental cleanup, medicine production, and sustainable manufacturing.

An optimized, long-form multi-agent blog generation crew built with CrewAI and orchestrated hierarchically via NVIDIA NIM (Llama-3.1-70b-Instruct).

AI-powered web research agent that combines LLMs, RAG, and autonomous workflows to search, analyze, summarize, and generate context-aware responses.

Our planner has context sharing,in process MCP tool integration,structured output using pydantic(md,json), Task monitoring & Logging using callback functions, A2A protocol and used interoperability - e.g. one agent defined using ADK another using CrewAI.

Generate missing modalities from available data (e.g., sound from video, images from text) using advanced generative models

Computer vision and NLP system that analyzes artwork for mental health assessment and generates therapeutic art exercises using generative AI.

Sovereign-RAG is a Private Local Intelligence Engine. It allows you to talk to your PDF documents without ever sending that data to the internet. It uses Retrieval-Augmented Generation (RAG), which means the AI "reads" your specific files to give accurate answers instead of guessing.

Zero-SQL, type-safe AST engine translating natural language to industrial dashboards. Powered by Llama-3.3-70b, Streamlit, and Plotly to resolve SQL injection risks and temporal type mismatches.

Multi-agent financial research system using LangGraph, DeepAgents, and Hybrid RAG to analyze SEC filings and real-time market data with fully cited outputs.

🧬 Create optimized biological systems with BioSynther, an AI-driven platform for designing synthetic organisms and metabolic pathways efficiently.