Fresh And Updated Langchain Series- Understanding Langchain Ecosystem

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• Langin Ecosystem Topics
  • LSmith: Monitoring, debugging, and testing applications
  • Langer: Creating APIs with FastAPI for LLM applications
  • Chains, Agents, and Retrieval: Key concepts in Langin
  • LC (Lang Chain Expression Language): Important for building generative AI apps
• Future LLM Models
  • Langin as a framework for any LLM model
  • Staying up-to-date with models and integration
• Detailed Ecosystem Components
  • Observability: Debugging, evaluation, annotation with LSmith
  • Deployment: Lang Serve for API deployment
  • Templates: Chains, Agents, Retrieval strategies
  • Integration Components: Model IO, Retrieval, Agenting Tool
  • Lang Chain Core: Protocols, paralyzation, fallback, tracing, batching, streaming, async, composition
• Project Focus
  • End-to-end project creation using Langin
  • Client-side code for API access
  • Langin as a generic framework for any LLM a applications