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February 2024: LangGraph & Google Drive Integration

Welcome to our February 2024 events! This month focuses on integrating LangGraph with Google Drive for advanced document processing and RAG capabilities.

Featured Content​

LangGraph Integration​

  1. LangGraph RAG Agent

    • RAG implementation with LangGraph
    • Multi-modal capabilities
    • Agent orchestration

  2. Google Drive Integration

    • Document processing setup
    • Data analysis automation
    • Security implementation

Event Details​

LangChain 104: LangGraph RAG Virtual Workshop (February 7, 2024)​

Comprehensive virtual workshop on integrating RAG with Google Drive:

  • Google Drive document integration
  • RAG implementation with LangGraph
  • Multi-modal capabilities
  • CSV data processing

Exploring LangGraph (February 21, 2024)​

Deep dive into LangGraph capabilities:

  • Graph Theory behind LangGraph
  • Agent and tool orchestration
  • Practical implementations
  • Collaborative sessions

Workshop Labs​

  1. Google Drive Integration Lab

    • Document integration with LangChain
    • Access and processing of Drive documents
    • Security considerations

  2. RAG Toolchain Lab

    • Deployment using LangServe in Docker
    • Configuration and optimization
    • Production considerations

  3. Multi-modal Processing Lab

    • Image description with local LLMs
    • Integration with document processing
    • Multi-modal RAG implementation

  4. Data Processing Lab

    • CSV ingestion techniques
    • Report generation
    • Data analysis automation

Prerequisites​

  • Google Colab account
  • OpenAI API key
  • Google Drive access
  • Docker Desktop
  • Basic understanding of:
    • LangChain concepts
    • Graph theory
    • Python programming

Resources​