RAG_web_search

Using Web Search for RAG

This example application demonstrates how to use results from a web search with RAG. The application can be used with any search engine or LLM provided the code is modified for the search engine and LLM.

To run the application

pip install -r requirements.txt
streamlit run app.py

To run the application on Windows

1) make sure python version is above 3.10
2) pip install -r requirements.txt
3) playwright install

4) Update app.py import part
    import asyncio
    import sys
    # ProactorEventLoopPolicy set for Windows
    if sys.platform == "win32":
        asyncio.set_event_loop_policy(asyncio.WindowsProactorEventLoopPolicy())
    import streamlit as st
    import ollama
    from openai import OpenAI
    from langchain_community.document_loaders import AsyncChromiumLoader
    from langchain_community.document_transformers import BeautifulSoupTransformer
    from duckduckgo_search import DDGS
    import re

5) streamlit run app.py

Code explanation at dev.to.