I wanted to create a Azure Cognitive Search to query course catalogue using vectors. I have pandas dataframe called courses_pd and it has two columns, 'content' and 'embeddings' which is the embedding I have created using model = SentenceTransformer('all-MiniLM-L6-v2') and…
I have an index on AI Search that contains one term in English (e.g. "white wine", "grapes", "chocolate cake", ...) per document. I have a vector field. Indexing has run without problems for 100k documents. My use case is to…
We have an Azure SQL table with a column called Description (varchar(1000)). While we loaded data into this table via ADF Pipeline, we used the REST API to create vector embeddings on Description. We used text-embedding-ada-002 model which creates 1536…
The bicep below creates an Azure Search Service. On the first run, it creates the search service as expected in about 5 seconds. If I run it again, it will fail after a long time (over 2 hours - I…
I’m running the azure-search-openai-demo, and I’ve successfully implemented searching across all files within a container in Azure Blob Storage. However, I want to limit the search to a specific file rather than searching through all the files in the container.…
I enabled the Native blob soft delete feature in the Azure AI Search datasource (Azure Blob Storage kind). I enabled also soft delete in the ADLS. When I try to verify it, I see the file hasn't been deleted. After…
Architecture: I have my data as files in SharePoint, I want to use Azure AI search to query the data but also apply security filters for document level restriction. I created a new application which has access to that SharePoint.…
I've been using Azure AI Search for a while now and it has been running smoothly. I use the 2023-10-01-preview for the AI Search to have access to the integrated vectorization feature. Vectorization is made through Azure OpenAI Embeddings and…
As title. I used "import and vectorized data" to creat index and the index be automatically chunk. Index schema like; "value": [ { "@search.score": "chunk_id": "", "chunk": "", "title": "", "image": "" }, Referring to the official documentation, I used…
As title. I have several PDFs stored in Azure blob and entered Azure AI Search and using SplitSkill. However, even if textSplitMod is set to pages, I still can't split document by pages. The skillset JSON code is as follows:…