Advanced AI App Development using LangChain
What is LangChain and when should you use it?
The LangChain Ecosystem
Supported LLMs
Use Case: Getting started with LangChain and OpenAI
Prompt composition and templates
Using multiple LLMs (Chains)
Working with Data loaders – Ingesting documents
Working with text splitters – Chunking Data
Working with Chains (Conversational Retrieval QA, Retrieval QA, Summarization, API etc.)
Working with Memory
Working with Embedding