We are using Google Vertex AI Search app which is OOB Enterprise Search solution, to perform semantic search on JSON data.
However, this approach is no longer working in the latest version of AI Application(vertex AI Search).
From our testing, it appears that the search engine now only processes queries that are consistent with the natural language style used in the UI. This means that filters or conditions must be expressed as plain language questions (e.g., "How many findings have a severity level marked as HIGH in d3v-core?").
Sometimes, even though some key are set as "searchable" in the datastore schema it is not giving us results causing major issues for some kind of queries.
Do you have any recommendations on what would be an alternate suitable solution preferably within GCP for this kind of use-case?
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