AutoMate Gen-AI Backend Service

Description

Backend service of AutoMate Gen-AI application. Includes API endpoints for chat and vision operations.

Architecture

Environment Setup

Please set your Python version to Python 3.11.6:

python --version

• Installation of Virtualenv:

pip install virtualenv

• Creating a Virtualenv:

virtualenv venv

• Activating the Virtualenv:

source venv/bin/activate

• Installing libraries:

pip install -r requirements.txt

• Define Environment Variables.

# GPT 4 Vision API
GPT4V_API_KEY=cok_gizli_bisi
GPT4V_ENDPOINT=cok_gizli_bisi

# QDRANT API
QDRANT_URL=cok_gizli_bisi
QDRANT_API_KEY=cok_gizli_bisi

# Azure OpenAI API for GPT-4-8k model
AZURE_OPENAI_ENDPOINT=cok_gizli_bisi
AZURE_OPENAI_API_KEY=cok_gizli_bisi
DEPLOYMENT_NAME_LLM=cok_gizli_bisi

# Azure OpenAI API for embedding model - text-embedding-ada-002
AZURE_OPENAI_EMBD_API_KEY=cok_gizli_bisi
AZURE_OPENAI_EMBD_ENDPOINT=cok_gizli_bisi

Running the Application

python main.py

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