awesome-llm-apps/advanced_tools_frameworks/web_search_ai_assistant

🎯 Generative AI Search Assistant

This Streamlit app combines the power of search engines and LLMs to provide you with pinpointed answers to your queries. By leveraging OpenAI's GPT-4o and the DuckDuckGo search engine, this AI search assistant delivers accurate and concise responses to your questions.

Features

• Get pinpointed answers to your queries
• Utilize DuckDuckGo search engine for web searching
• Use OpenAI GPT-4o for intelligent answer generation

How to get Started?

1. Clone the GitHub repository

git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git

2. Install the required dependencies:

pip install -r requirements.txt

3. Get your OpenAI API Key

• Sign up for an OpenAI account (or the LLM provider of your choice) and obtain your API key.

4. Run the Streamlit App

streamlit run ai_websearch.py

How It Works?

• Upon running the app, you will be prompted to enter your OpenAI API key. This key is used to authenticate and access the OpenAI language models.

• Once you provide a valid API key, an instance of the Assistant class is created. This assistant utilizes the GPT-4 language model from OpenAI and the DuckDuckGo search engine tool.

• Enter your search query in the provided text input field.

• The assistant will perform the following steps:

  • Conduct a web search using DuckDuckGo based on your query
  • Analyze the search results and extract relevant information
  • Generate a concise and targeted answer using the GPT-4 language model

• The pinpointed answer will be displayed in the app, providing you with the information you need.