AutoBard-Coder
Hosting and Spaces:
π General Information π
AutoBard-Coder is a code generator and code interpreter for Google Bard.ππ©βπ»π¨βπ» It now uses the Official Bard API provided by Google, which is safe to use. π‘οΈ This application interacts with Google Bard and refines the results for coding purposes. π― The main purpose of this is for research π§ͺ and educational π purposes. It can be very useful for data analysis π and Programmers π».
Application main UI.
BardCoder:
Code Interpreter:
Setup Process - OUTDATED
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/,
- Opening the console with F12
- Going to Application β Cookies, and copying the value of the __Secure-1PSID cookie.
- 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.
Installation Guide - UPDATED
Step 1: Obtain the Google Palm API key.
Step 2: Visit the following URL: https://makersuite.google.com/app/apikey
Step 3: Click on the Create API Key button.
Step 4: The generated key is your API key. Please make sure to copy it and paste it in the required field below.
Note: The API key is crucial for the functioning of the AutoBard-Coder. Please ensure to keep it safe and do not share it with anyone.
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
- Code 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:
streamlit run bardcode_interpreter.py
If you need to Disable CORS Headers, you can run the following command:
streamlit run bardcode_interpreter.py --server.enableCORS false --server.enableXsrfProtection false
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. (Right now this only supports Text files).
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:
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.lib
: This directory contains all the libraries for bardcoder.resources
: This directory contains all the resources for bardcoder.
Features
Some of the features of AutoBard-Coder include:
- Automatic code generation from bard responses
- Refinement of code for coding purposes
- Ability to fix/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 π
All notable changes to this project will be documented in this file.
Version | Date | Added | Fixed |
---|---|---|---|
1.4 | 2023-09-28 | - Added Palm 2 Official API now. | - Settings and Logs and Bug fixes |
1.3 | 2023-05-29 | - Updated with totally new UI and UX. π¨ - Updated security for code checking and prompt checking. π - Added new Help section. π |
- Fixed API Key issues. |
1.2 | 2023-05-28 | - Advanced security for code and prompt checking. π - Support for graphs, charts, and tables. π - More libraries for data science. 𧬠|
|
1.1 | 2023-05-27 | - Upload files option. π€ - API key settings. π |
- Error handling from server. π |
1.0 | 2023-05-26 | - Auto barcode generator. π· - Auto barcode interpreter. π |
License and Author
AutoBard-Coder was created by HeavenHM and is licensed under the MIT license.