Search Context from Metadata?

[Cuttsy27]

Hi!

I have a requirement where I need to create a knowledgebase from documentation of two versions of a SaaS application we have developed. The AI chat solution I want to develop should be able to help people learn about the differences between the versions and find out about migration paths. Example: some features that exist in both versions of the application might have the same names but a different API. When searching embeddings from the documentation, can Azure AI Search differentiate between the two versions of the application? If not by default, how can I achieve it? Can I add metadata to the indexing and have AI Search use that to differentiate and return correct search results? An example question might be: "What is the difference between feature XYZ in v1.x compared to v2.x?"

The documentation of the two applications are quite different (PDF vs web pages).