AI Assistant

The Streamlit app for the AI Assistant can be found here. You're welcome to give it a try!

This is a Streamlit-based AI assistant powered by OpenAI. The assistant is designed to answer questions based on its training knowledge and also supports uploading a CSV file to address further questions using Langchain for enhanced data processing.

Features

• OpenAI Integration: Use GPT-4 or GPT-3.5-turbo models from OpenAI for conversational responses.
• SQL Capabilities: Support for SQL queries using an uploaded CSV file.
• Interactive Chat Interface: Real-time interactive chat experience.
• Clear Chat History: Option to clear chat history.

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How to Run the Application

To run the application, follow the steps below:

1. Install Required Packages:

   # Install packages
   python -m pip install -r requirements.txt

   This command will install all the necessary dependencies listed in the requirements.txt file.

2. Run the Application:

   # Run application
   streamlit run main.py

   This command will start the application and execute the main.py script, allowing you to interact with the application.

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How to Use

OpenAI API Key

1. Enter your OpenAI API key in the sidebar.

Choose OpenAI Model

• Model: Choose between gpt-4 or gpt-3.5-turbo.
• Temperature: Adjust the temperature slider (disabled for now).

Upload a File

1. Click on the "Upload a file" section.
2. Upload a CSV file to enable SQL capabilities.

Clear Chat History

• Click on the "Clear History" button to clear the chat history.

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About

This AI assistant is built using Streamlit and integrates the powerful capabilities of OpenAI's GPT-4 and GPT-3.5-turbo models. It is further enhanced with Langchain for efficient data processing and querying. The assistant is designed to answer questions based on its training knowledge and allows for uploading a CSV file to address questions through SQL queries.

Please note that this is a beta tool, and any feedback is appreciated to enhance its performance.

Credits

Sharon Mordechai