https://github.com/gbaeke/azure-cog-search
https://github.com/gbaeke/azure-cog-search
Last synced: 23 days ago
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- Host: GitHub
- URL: https://github.com/gbaeke/azure-cog-search
- Owner: gbaeke
- Created: 2023-08-03T13:27:55.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2023-09-10T12:01:11.000Z (over 1 year ago)
- Last Synced: 2025-04-09T19:11:36.899Z (23 days ago)
- Language: Jupyter Notebook
- Size: 22.5 KB
- Stars: 4
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Azure Cognitive Search and OpenAI sample notebook
This example uses the vector search capabilities of Azure Add your data and Azure Cognitive Search.
Add the following `.env` file:
```bash
AZURE_SEARCH_SERVICE = "SHORT NAME OF AZURE COG SEARCH SERVICE"
AZURE_SEARCH_INDEX = jobs
AZURE_SEARCH_KEY = "KEY TO AZURE COG SEARCH"
AZURE_SEARCH_TOP_K = "5"
AZURE_SEARCH_ENABLE_IN_DOMAIN = "true"
AZURE_SEARCH_CONTENT_COLUMNS = "content"
AZURE_SEARCH_FILENAME_COLUMN = "filepath"
AZURE_SEARCH_TITLE_COLUMN = "title"
AZURE_SEARCH_URL_COLUMN = "url"
AZURE_SEARCH_QUERY_TYPE = "vector"
# AOAI Integration Settings
AZURE_OPENAI_RESOURCE = "SHORT NAME OF OPENAI RESOURCE"
AZURE_OPENAI_MODEL = "gpt-35-turbo"
AZURE_OPENAI_KEY = "KEY FOR AZURE OPENAI"
AZURE_OPENAI_TEMPERATURE = 0
AZURE_OPENAI_TOP_P = 1.0
AZURE_OPENAI_MAX_TOKENS = 1000
AZURE_OPENAI_STOP_SEQUENCE = ""
AZURE_OPENAI_SYSTEM_MESSAGE = "You are an AI assistant that helps people find information."
AZURE_OPENAI_PREVIEW_API_VERSION = "2023-06-01-preview"
AZURE_OPENAI_STREAM = "false"
AZURE_OPENAI_MODEL_NAME = "gpt-35-turbo"
AZURE_OPENAI_EMBEDDING_ENDPOINT = "https://YOUR_OAI_INSTANCE.openai.azure.com/openai/deployments/YOUR_EMBEDDING__MODEL_/embeddings?api-version=2023-03-15-preview"
AZURE_OPENAI_EMBEDDING_KEY = "AUTH_KEY_TO_EMBEDDING_MODEL"
```
Sampke taken from https://github.com/microsoft/sample-app-aoai-chatGPT/blob/main/app.py. See https://learn.microsoft.com/en-us/azure/ai-services/openai/use-your-data-quickstart?tabs=command-line&pivots=programming-language-studio for more information.
When you use the Add your data wizard in Azure OpenAI Chat Playground, you can configure it to use vector search. See the following blog post:
https://blog.baeke.info/2023/09/09/improvements-in-azure-openai-add-your-data/