Home>Programming related>Other source code
Download
gemini interpreter

Gemini-Coder

cover_logo

Hosting and Spaces:

? General Information ?

Gemini-Coder is a code generator and code interpreter for Google Gemini.??‍?‍ It now uses the Official Gemini API provided by Google, which is safe to use. ?️ This application interacts with Google Bard and refines the results for coding purposes. The main purpose of this is for research ? and educational ? purposes. It can be very useful for data analysis  and Programmers .

Application main UI.

GeminiCoder:

gemini_coder

Code Interpreter:

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Setup Process - OUTDATED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 → 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:

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

  • File: bardcoder.py

  1. Code Interpreter: This is an interpreter for Gemini which can be used to run the code generated from Geminicoder. This can be very useful for all users who want to do data analysis and machine learning with Gemini. This can generate graphs and charts from Gemini responses and can be used to do data analysis.

  • File: Geminicode_interpreter.py

  1. GeminiCoder Lib: This is a library for Geminicoder 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 Gemini.

  • File: bardcoder_lib.py

Using BardCoder:

To use GeminiCoder, you will need to run the following command:python bardcoder.pyThis will open the GeminiCoder UI in the terminal. And will be asked to enter prompts for Gemini.bard_coder
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.code_interpreter

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.
code_interpreter_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).upload_data_ui

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

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

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

Sharing code with others:

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

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.
safety_output

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 Gemini. 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.expected_output

Directory Structure

This application uses the Gemini API to interact with Gemini 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 Gemini.

  • codes: This directory contains all the code generated from Gemini.

  • uploads: This directory contains all the data that is uploaded to Gemini.

  • lib: This directory contains all the libraries for Geminicoder.

  • resources: This directory contains all the resources for Geminicoder.

Features

Some of the features of Gemini-Coder include:

  • Automatic code generation from Gemini responses

  • Refinement of code for coding purposes

  • Ability to fix/debug its own code

  • Ability to generate single or multiple responses from Gemini

  • 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 Gemini 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.code_interpreter_help

Changelog

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

CHANGELOGS

VersionDateAddedFixed
1.42023-09-28- Added Palm 2 Official API now.- Settings and Logs and Bug fixes
1.32023-05-29- Updated with totally new UI and UX. ?
- Updated security for code checking and prompt checking.
- Added new Help section. ?		- Fixed API Key issues.
1.22023-05-28- Advanced security for code and prompt checking.
- Support for graphs, charts, and tables.
- More libraries for data science. ?
1.12023-05-27- Upload files option. ?
- API key settings. ?		- Error handling from server. ?
1.02023-05-26- Auto barcode generator. ?
- Auto barcode interpreter. ?

License and Author

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

Expand
Additional Information
Related Applications
Recommended for You
Related Information All