onkarmishra / langchainbasics

LangChainBasics

This repo discusses about the following:

1. LangChain for Application Development We will discuss the following here:

• Models, Prompts and Parsers
• Memories for LLMs
• Chains
• Question Answering over Documents
• Agents

2. LangChain: Chat with your data This delves into Retrieval Augmented Generation (RAG), a method to retrieve contextual documents from an external dataset. It also discusses how to build a chatbot or do question answering based on the content of a new documents for which the llm has not learned during training.

We will discuss the followng:

• Document Loading
• Document Splitting
• Vector Store and Embeddings
• Retrieval
• Question Answering
• Chat