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    KGP Talkie | Laxmi Kant

    Agentic AI Projects: FastAPI, MCP, AWS Deploy & Gemini 3 By KGP Talkie | Laxmi Kant

    KGP Talkie | Laxmi Kant

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    Agentic AI Projects: FastAPI, MCP, AWS Deploy & Gemini 3 · Program

    About this program

    Agentic AI Projects: FastAPI, MCP, AWS Deploy & Gemini 3

    Online Course

    Learning format

    AI Agents

    Subcategory

    English

    Course language

    $39.99 (list $9.99)

    Price

    Price may change · updated within 1–2 weeks

    Official program page

    What you'll learn in Agentic AI Projects: FastAPI, MCP, AWS Deploy & Gemini 3

    • Build real AI agents using LangChain and Google Gemini that can reason, use tools, and complete tasks autonomously
    • Design agent architectures using ReAct patterns, tool calling, and structured decision making
    • Implement short-term and long-term memory in AI agents using databases and embeddings for personalized experiences
    • Create and manage agent tools for web search, weather, finance, document analysis, and external APIs
    • Apply prompt engineering techniques to control agent behavior, improve output quality, and guide tool usage
    • Add safety layers such as guardrails, human-in-the-loop approval, and middleware controls to prevent errors and misuse
    • Stream real-time responses and generate structured outputs from AI agents in production-style applications
    • Secure AI agents with sandboxed code execution to prevent file deletion, credential leaks, and system risks
    • Build REST APIs for AI agents using FastAPI with validation, CORS, and production-ready patterns
    • Develop full-stack AI applications using Streamlit connected to LangChain agents
    • Deploy AI agents on AWS EC2 and configure them for real-world access and scalability

    What's Included in Agentic AI Projects: FastAPI, MCP, AWS Deploy & Gemini 3

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