Open Devin : Making an autonomous AI engineer for exploratory data analysis
Introduction
Open Devin is an open-source project designed to mimic Devin, an autonomous AI software engineer with the ability to carry out challenging engineering tasks and actively participate in user collaboration on software development projects. This project uses the strength of the open-source community to reproduce, improve, and innovate upon Devin. We are going to set up our agent and will try to provide an excel file to do a basic exploratory data analysis and generate the charts too.
Here is what Interface looks like:
https://github.com/OpenDevin/OpenDevinfollowing tech stack is needed
Visual Studio Code :: https://code.visualstudio.com/Download
Anaconda :: https://docs.anaconda.com/free/anaconda/install/windows/
Git :: https://git-scm.com/download/win
Node.js :: https://nodejs.org/en/download/current
Docker :: https://www.docker.com/products/docker-desktop/Installation Steps
## Create conda environment
>> conda create -n opendevin python=3.11
## Use this new conda environment within Visual Studio Code
See this link :: https://code.visualstudio.com/docs/python/environments
## Pull Docker
>> docker pull ghcr.io/opendevin/sandbox
## Git Clone
>> git clone https://github.com/OpenDevin/OpenDevin.git
The directory is 'OpenDevin' directory
For Running Backend do following in this 'OpenDevin' directory using new 'command prompt'
>> python -m pip install pipenv
>>python -m pipenv install -v
>>python -m pipenv shell
>>set OPENAI_API_KEY=YOUR_KEY
>>uvicorn opendevin.server.listen:app --port 3000
For Running Frontend do following in this 'OpenDevin/frontend' directory using new 'command prompt'
>> npm install
>> npm startProviding Input and Expecting Output
In the workspace directory, you can provide some Excel files, and all output (Python file generation) also happens in the same directory.
You can then ask questions regarding these files in UI
YouTube Link:
