AI driven automated process to fine tune any SQL query.

This project provides an AI-driven automated process to fine-tune any SQL query using PostgreSQL and AWS Bedrock. The application is built using Streamlit for the user interface.

Features

• User Input: Enter any SQL query to be fine-tuned.
• Explain Plan: Retrieve and display the explain plan from the PostgreSQL database.
• AI Analysis: Use AWS Bedrock to analyze the query and explain plan, providing suggestions for optimization.
• Interactive UI: Built with Streamlit for an easy-to-use interface.

Installation

To run this project, you need to install the following libraries:

pip install psycopg2-binary boto3 langchain streamlit

Usage

1. Clone the repository:

git clone https://github.com/ankushseal/AI-driven-automated-process-to-fine-tune-any-SQL-query.git

3. Run the Streamlit application:

streamlit run main.py

Input

Output

License

This project is licensed under the MIT License.

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