Denis2054/Building-Business-Ready-Generative-AI-Systems

Implements tiered memory architecture (short-term, long-term, cross-session) with conversational agents and orchestrators that maintain contextual awareness across interactions. Covers multimodal capabilities including voice synthesis, image generation, and Chain-of-Thought reasoning for cross-domain automation, with extensible model integration supporting GPT-4o, DeepSeek-R1, and custom LLMs. Includes Pinecone-based dynamic RAG systems, real-time external data connections with security safeguards, and trajectory/mobility prediction for incomplete datasets—all deployable via Jupyter notebooks on Colab, Kaggle, and SageMaker Studio Lab.

152 stars.