Syntax Validation for Azure Digital Twins Queries

Question

I am developing a RAG-like system to extract data from Azure Digital Twins (ADT). The system generates a query based on user input with the LLM-provided being DTDL models as prompts beforehand.

It would be beneficial to validate the syntax of the query beforehand; if incorrect, the system should loop back to the LLM until it yields a syntactically correct query. However, I have not found any available syntax validator for ADT queries or an efficient method to do so other than just execute the query which would be costly and inefficient in terms of latency.

As someone relatively new to the Azure ecosystem aside from ADT, could anyone provide guidance or resources on this?

Answer 1

Hello @Yash Deshpande ,

welcome to this moderated Azure community forum.

Azure Digital Twins comes with an elaborate query language to query twins, relationships, properties, etc.

In the documentation, only this query reference this available. There is no syntax validation service or API available, other than actually executing the queries.

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