leemark/langchain_playbook

a collection of basic Python examples utilizing Langchain to showcase various chat interfaces and Retrieval-Augmented Generation (RAG) strategies

Langchain RAG Playbook

Introduction

This repository contains a collection of basic Python examples utilizing Langchain to showcase various chat interfaces and Retrieval-Augmented Generation (RAG) strategies. Each example is designed to be self-contained and demonstrates a unique aspect of working with RAG and chatbot interfaces.

Requirements

• Python 3.8+
• Langchain library
• Additional requirements are listed in the requirements.txt file

Examples

• hello.py: Demonstrates a basic "Hello, World!" example.
• add more here...
• basic_streamlit_chat_ui.py : Demonstrates a basic chat UI using Streamlit.
• langchain_streaming_streamlit.py: Demonstrates a streaming example using Langchain and Streamlit.