metadata

license: mit
title: Bard-Code-Interpreter
sdk: streamlit
sdk_version: 1.21.0
emoji: 🚀
app_file: bardcode_interpreter.py
colorFrom: green
colorTo: blue
pinned: true

AutoBard-Coder

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General Information

AutoBard-Coder is a code generator for bard.🙌👩‍💻👨‍💻 It uses the Bard API to interact with bard and refine the results for coding purposes. The main purpose of this is for research and educational purposes. This can generate code from prompts and fix itself unless the code is fixed. It is written in Python and has dependencies on streamlit and bard-coder.

Application main UI.

BardCoder:

Coder Interpreter:

Setup Process

To set up AutoBard-Coder, you will need to install the dependencies: streamlit and bardapi.
You will also need to authenticate with the Bard API by visiting https://bard.google.com/,
1.Opening the console with F12
2.Going to Application → Cookies, and copying the value of the __Secure-1PSID cookie.
3.Then you can setup the key to your local environment by running the following command:
export _BARD_API_KEY=<__Secure-1PSID value> Remember the _ before BARD_API_KEY is important.
Or you can use bardcoder_lib.py to set the key to your local environment by running the following method bard_coder.set_api_key(<__Secure-1PSID value>)

4.Then you can run the application by running the following command: python bardcoder.py
5.You can also run the code interpreter by running the following command: python code_interpreter.py

Installation Guide

Do not expose the __Secure-1PSID value. Note that while it is referred to as an API KEY for convenience, it is not an officially provided API KEY.

To install the dependencies, you can use pip to install from the requirements.txt file: This will install streamlit, bard-coder-api, and any other dependencies listed in the requirements.txt file.

Usage

There are 3 components of this application:

BardCoder: A coding assistant from Bard which automatically generates code from bard responses and refines it for coding purposes. This can be used by developers to get the correct code from Bard when they need help because the output is refined and fixed multiple times to provide the correct code.

File: bardcoder.py

AutoBard-Coder Interpreter: This is an interpreter for bardcoder which can be used to run the code generated from bardcoder. This can be very useful for all users who want to do data analysis and machine learning with bard. This can generate graphs and charts from bard responses and can be used to do data analysis.

File: bardcode_interpreter.py

BardCoder Lib: This is a library for bardcoder which can be used to generate code from bard responses and refine it for coding purposes. You can use it to build your own application using bard.

File: bardcoder_lib.py

Using BardCoder:

To use BardCoder, you will need to run the following command: python bardcoder.py This will open the BardCoder UI in the terminal. And will be asked to enter prompts for bard.
Not this assumes you have already set the API KEY in your local environment. If you have not, please refer to the setup process. The code generated will be placed in folder codes and the response will be placed in folder response.

Using Code Interpreter:

To use Code Interpreter, you will need to run the following command: python bardcode_interpreter.py This will open the Code Interpreter UI in the Web Browser. And will be asked to enter prompts for bard.

Now this assumes you have already set the API KEY in your local environment. If you have not, please refer to the setup process. You can also setup the API KEY in the UI settings.

Before prompting you should check the Options to change Filenames and Filepaths and other settings.

Uploading data for data analysis:

You can set the Upload Data in Options to upload data for data analysis.

After uploading the files you can ask for the prompts from bard. And you will get the output like this.

You can also set the Expected Output in Options to get the Accuracy of the code generated.

And output will be generated like this with hilighting the Accuracy of the code generated.

Sharing code with others:

You can share code with others by using the ShareGPT feature. You will get sharable link for your code.

Code Interpreter Demo:

Code Interpreter Demo

The code generated will be placed in folder codes and the response will be placed in folder response and upload files will be placed in folder uploads.

Safety and Measures:

This now has safety measures built in Code Interpreter and now it can detect the safety of the code generated and can fix it.
So now all the repo and code in READ_ONLY mode. And you can only run the code in READ_ONLY mode.
All the commands which changes,move,delete,rename files are disabled in READ_ONLY mode.
This has advanced safety measures and can detect the safety of the code generated and can fix it.

Graphs and Visual Charts output:

To get Graphs and Charts output for your data visualization, you will install python packages matplotlib, seaborn, cartopy, plotnine and more. and run the following command:
python bardcode_interpreter.py
And ask for the prompts from bard. And you will get the output like this: Example Prompt:

In Python write me program to.
1.Read the data from file called 'employees.json'
2.Count no. of Males and Females in file.
4.Draw PIE graph of these in using Python Matplotlib.
5.Show me that output.

And you will get output like this.

Directory Structure

This application uses the Bard API to interact with bard and refine the results for coding purposes. All data that is generated is stored in the following directories:

response: This directory contains all the responses from bard.
codes: This directory contains all the code generated from bard.
uploads: This directory contains all the data that is uploaded to bard.

Features

Some of the features of AutoBard-Coder include:

Automatic code generation from bard responses
Refinement of code for coding purposes
Ability to fix its own code
Ability to debug its own code
Ability to generate single or multiple responses from bard
Ability to save responses and run them locally
Ability to access local files for code interpretation
Data analysis and machine learning capabilities
Graphs and charts generation from bard responses
Ability to upload files for data analysis and machine learning.
Share code with others with powerered by ShareGPT.
Advanced safety measures to detect the safety of the code generated.

Help Section.

Now you can get help directly from the application. You can get help by clicking on the Help button in the UI.

Changelog 📝

All notable changes to this project will be documented in this file.

CHANGELOGS

Version	Date	Added	Fixed
1.3	2023-05-29	- Updated with totally new UI and UX. 🎨 - Updated security for code checking and prompt checking. 🔒 - Added new Help section. 🆘	- Fixed API Key issues.
1.2	2023-05-28	- Advanced security for code and prompt checking. 🔒 - Support for graphs, charts, and tables. 📊 - More libraries for data science. 🧬
1.1	2023-05-27	- Upload files option. 📤 - API key settings. 🔑	- Error handling from server. 🛠
1.0	2023-05-26	- Auto barcode generator. 🏷 - Auto barcode interpreter. 🔎

License and Author

AutoBard-Coder was created by HeavenHM and is licensed under the MIT license.