AI Code Analyzer Using Large Language Models

This project allows you to upload a solidity file or a python file and allows you to visualize the abstract syntax tree both using JSON and graphviz framework. Then uses a Large Language Model (LLM) to describe and interpret the functionality of the code and itemizes its security vulnerabilities

Authors

• By Ethelbert Uzodinma @etexaco123

Procedure

• Create a vitual environment in your local drive
• Download the project from the github repo
• Run pip install -r requirements.txt
• In your terminal or command line Run solc-select install 0.8.0
• Go to OPEN AI to obtain your unique API key.
• Also go to billing to add some funds as little as 5 euros to have access to OPEN AI language models, This model is based on text-davinci-003. Please ignore this if you already have some funds in your OPEN API account
• After the previous steps, On the HOME screen of the application, click on SignUp to create a mockup username and password to have access to your own environment.
• Then Click the Login button
• To see the AI code interpretation using LLM enter the API key from OPEN AI in the tab and click the toggle button, then wait to see the key activated, then click on Interpret to see the interpretation of functionality of the code you uploaded. Note other app functionalities work without the the use of API key except for the code interpretation.

Below is the HOME screen of the application

Demo

The application is already deployed as a web app to the cloud as a minimum viable product and ready to use. Click on this link here to test the app in production.You can try out the app with my demo API key Please use an OPENAI API key to access restricted LLM results . Register with any dummy username and password.

API Reference

Get your open ai key

  GET /api/items

Parameter	Type	Description
api_key	string	Required. Your OPEN API key