Rebuilt how AI Studio knows what a model can do (#960)

app/MindWork AI Studio/Models/Hosting/IModelHost.cs

@@ -0,0 +1,56 @@
+using AIStudio.Models.Matching;
+using AIStudio.Provider;
+
+namespace AIStudio.Models.Hosting;
+
+/// <summary>
+/// One place a model can be reached from, and what reaching it that way does to the answer.
+/// </summary>
+/// <remarks>
+/// This is the routing graph, written down instead of grown into the rules. The old code solved
+/// gateways and resellers by having one vendor's rules call another's, which turned into mutual
+/// recursion -- Mistral into the open weights, the open weights back into Anthropic, Google, and
+/// OpenAI -- and nobody could say from reading it which way a name would travel.
+///
+/// A host does two things, and only these two. It unwraps a name until the model underneath is
+/// visible, and it says what the transport takes away. Unwrapping is iterative on purpose, because
+/// the wrappings stack: Hugging Face first drops the routing suffix, then the organization prefix.
+/// A host which serves other people's models under their plain names unwraps nothing and only
+/// trims the transport, which is the same mechanism rather than a special case.
+/// </remarks>
+public interface IModelHost
+{
+    /// <summary>
+    /// The provider this host answers for.
+    /// </summary>
+    LLMProviders Provider { get; }
+
+    /// <summary>
+    /// Where the statements about this host were read, and when.
+    /// </summary>
+    ModelSource Source { get; }
+
+    /// <summary>
+    /// Takes one wrapping off a name, if there is one.
+    /// </summary>
+    /// <remarks>
+    /// Called again with whatever comes out, until it says no. A host which declares who built the
+    /// model saves the rules from having to guess it from the name.
+    /// </remarks>
+    /// <param name="id">The name as it arrived.</param>
+    /// <param name="inner">The name with one wrapping removed.</param>
+    /// <param name="declaredVendor">Who the wrapping says built the model, when it says so.</param>
+    /// <returns>True, when a wrapping was removed.</returns>
+    bool TryUnwrap(in ModelId id, out ModelId inner, out ModelVendor? declaredVendor);
+
+    /// <summary>
+    /// Takes away what this host cannot offer, whatever the model itself can do.
+    /// </summary>
+    /// <remarks>
+    /// A provider reselling somebody else's model speaks its own dialect, not the vendor's: the
+    /// model may well be able to answer through a vendor specific API, but not here.
+    /// </remarks>
+    /// <param name="profile">What the model can do.</param>
+    /// <returns>What it can do through this host.</returns>
+    ModelProfile ApplyTransport(in ModelProfile profile);
+}