Part of gpt-rag
- VS Code with Azure Function App Extension
- AZ CLI
- Python 3.10
- Contributor role in the Function App, Storage Account and Search Service.
1) Deploy function to Azure
In VSCode with Azure Function App Extension go to the Azure Window, reveal your Function App (Data Ingestion Function) in the resource explorer, right-click it then select Deploy.
2) Azure Cognitive Search Setup
After you have completed the deployment of the function (Wait 7 Minutes before proceed) and then, run the setup operation in terminal to create the elements in Cognitive Search executing the following commands:
Not run the command before 7 minutes after deploy the function.
az login
pip3 install -r requirements.txt
python3 setup.py -s SUBSCRIPTION_ID -r RESOURCE_GROUP -f FUNCTION_APP_NAME
OBS: replace SUBSCRIPTION_ID, RESOURCE_GROUP and FUNCTION_APP_NAME by the names applicable to your deployment.
3) Add source documents to object storage
Upload your documents to the documents folder in the storage account which name starts with strag.
Cognitive Search Enrichment Pipeline
Azure Open AI Embeddings Generator
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