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November 2023: LangServe & Advanced RAG

Welcome to our November 2023 events! This month focuses on advanced LangChain features, including LangServe deployment and sophisticated RAG implementations.

Featured Content​

LangChain 102: LangServe & LangSmith​

  • LangServe Pirate Speak
    • Deploy LangChain applications using LangServe
    • Create fun language transformation templates

LangChain 103: Advanced Applications​

  1. Pandas DataFrame Agent

    • Automate data analysis tasks
    • Natural language DataFrame interactions

  2. RAG Quickstart

    • Implement Retrieval Augmented Generation
    • Enhance AI responses with external knowledge

  3. LangSmith Integration

    • Set up LangSmith in Google Colab
    • Debug and monitor LangChain applications

  4. Question Answering System

    • Build retriever-based QA systems
    • Implement context-aware responses

Event Details​

LangChain 102 (November 14, 2023)​

Advanced session focusing on:

  • Introduction to LangServe for AI template creation
  • Insights into AI analysis with LangSmith
  • Featured showcase by Karim Lalani incorporating Mistral 7b

Virtual Recap Session (November 1, 2023)​

Remote recap of LangChain 101 covering:

  • Review of basic concepts
  • Hands-on practice with ChatGPT API
  • Interactive Q&A session

Prerequisites​

  • Google Colab account
  • OpenAI API key
  • LangSmith Beta account
  • GitHub account
  • Basic understanding of LangChain concepts from 101

Resources​