prathwik0 / vertexai-api

A microservice that provides a REST API for Vertex AI. This microservice is built using Flask and deployed on Google Cloud Run.

Vertex AI API

A microservice that provides a REST API for Vertex AI. This microservice is built using Flask and deployed on Google Cloud Run.

Access the API at: https://vertex-api.icywater-c883e88b.centralus.azurecontainerapps.io

Tech used:

• Flask
• Google Cloud Run
• Google Cloud Build
• Docker
• Vertex AI
• Gooogle Translate

Features

• Text Translation
• Text to Speech
• Medical Query
• Mental Health Query

Installation

1. • Fork the repo
   • Clone the repo to your local system

   git clone https://gitlab.niveussolutions.com/niv-hack/niv-hack-2023/t3-tribe/vertexai-api.git
   cd vertexai-api
   

2. Create a virtual environment and activate it

    python3 -m venv venv
    source venv/bin/activate
   

3. Install the dependencies

   pip3 install -r requirements.txt
   

4. Generate a Google Service Account config file and save it in a file named CREDENTIALS in env.

5. Then, run the development server:

   python3 main.py
   

Installation using Docker

1. Build the Docker image using the following command:

   docker build -t vertexai-api .
   

2. Run the Docker container using the following command:

   docker run -p 80:80 -e .env vertexai-api