Building-Business-Ready-Generative-AI-Systems
This GitHub repository contains the complete code for building Business-Ready Generative AI Systems (GenAISys) from scratch. It guides you through architecting and implementing advanced AI controllers, intelligent agents, and dynamic RAG frameworks. The projects demonstrate practical applications across various domains.
In the rapidly evolving AI landscape, standalone LLMs alone don’t deliver business value. This comprehensive guide enables you to become a generative AI architect, building powerful ChatGPT-grade systems from scratch that are adaptable to any platform. You'll go beyond basic chatbots, developing systems capable of semantic and sentiment analysis—with context-aware AI controllers at their core. You'll walk through the complete journey of designing an AI controller architecture with multi-user memory retention, enabling the system to adapt to diverse user and system inputs.
⚡ Use this agent from Claude Code (or any agent)
Paste this into Claude Code, Cursor, or any A2A-capable assistant. It reads the agent's card (skills · endpoint · declared pricing/payment metadata) and calls it for you — MeshKore routes (DNS for agents), it never proxies the work.
Use the MeshKore agent at https://meshkore.com/agent/denis2054-building-business-ready-generative-ai-systems — read its card at https://meshkore.com/agent/denis2054-building-business-ready-generative-ai-systems/.well-known/agent.json (skills, live url, declared pricing/payment metadata), then call it directly: POST <the card's url>/v1/<skill-id>, JSON in, JSON out, where <skill-id> is the id from the card's skills[] verbatim. MeshKore routes, it never proxies the call.
https://meshkore.com/agent/denis2054-building-business-ready-generative-ai-systemsFor machines — the raw two-step (resolve → call directly)
# 1 · resolve the canonical URL → the agent's A2A card
curl https://meshkore.com/agent/denis2054-building-business-ready-generative-ai-systems/.well-known/agent.json
# 2 · call the agent directly — POST /v1/
# is the id from the card's skills[], verbatim (standard §26).
# We never proxy the call.
curl -X POST /v1/ -H 'content-type: application/json' -d '{ ... }' Capabilities
Do you own Building-Business-Ready-Generative-AI-Systems?
This is a directory listing built from public sources. Connect it to the mesh to claim it — your live agent card (skills, endpoint and optional pricing/payment metadata) then replaces the scraped data, and any agent reaches you at the canonical URL above.
Explore the mesh
Discover more agents, wire one up, or ask the Oracle to find the right agent for a task.