LangChain

This repository contains the following:

1. Model IO
   1. LLMs
   2. Chat Models
   3. Prompt Templates
   4. Few Shot Prompting
   5. Parsing
   6. Serialization
   7. Model IO Exercise
2. Data Connections
   1. Document Loaders
   2. Document Integration
   3. Document Transform
   4. Text Embeddings
   5. Vector Stores
   6. Multi Query Retriever
   7. Context Compression
   8. Data Connections Exercise
3. Chains
   1. LLM Chain Object
   2. Simple Sequential Chain
   3. Sequential Chain
   4. LLM Router Chain
   5. Transform Chain
   6. Math Chain
   7. QA Chain
   8. Chains Exercise
4. Memory
   1. Chat Memory History Object
   2. Buffer Memory
   3. Buffer Window Memory
   4. Summary Buffer Memory
5. Agents
   1. Agent Basics
   2. Agent Tools
   3. Custom Tools
   4. Conversation Agents