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December 2023: AI Web Architecture & Docker

Welcome to our December 2023 events! This month focuses on building secure, multi-tier AI applications using Docker and modern web architecture patterns.

Featured Content​

Docker & Containerization​

  1. Introduction to Docker

    • Docker fundamentals for AI development
    • Container basics and best practices

  2. LangServe on Docker

    • Containerizing LangServe applications
    • Secure deployment strategies

Advanced Applications​

  1. Pandas DataFrame Agent

    • Containerized data analysis
    • Natural language DataFrame interactions

  2. RAG Quickstart

    • Containerized RAG implementation
    • Secure knowledge enhancement

Event Details​

AI Web Architecture with LangChain, Streamlit & Docker (December 14, 2023)​

Comprehensive session on building secure, multi-tier AI applications:

  • Multi-tier AI web architecture design
  • Docker for secure AI development
  • Multi-modal RAG applications
  • Integration of Streamlit, LangServe, and Docker

Community Mixer (November 30, 2023)​

End-of-year celebration at Central Machine Works:

  • Networking opportunity
  • Project showcases
  • Community building
  • Year-end reflections

Prerequisites​

  • Docker Desktop installation required
  • Basic understanding of:
    • LangChain (101 & 102)
    • Streamlit
    • Docker concepts
  • OpenAI API key
  • Google Colab account

Resources​