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

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SommerEngineering:refactor-model-capabilities-architecture

Commits on Sep 11, 2026

Added a NUnit test project for the whole solution
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de77504
Add a model corpus and characterization tests for the capability rules
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87566c7
Add the model matching engine and make capabilities a flags enum
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3302915
Add the model family API, its compile-time registry, and MWAIS0013
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d3b2813
Add one model host per provider and the unwrapping walk
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31b655c
Port the OpenAI families and add the model registry
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730bd1c
Port the Anthropic and Google families
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c6cbce6
Spelling
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4308670
Port the Mistral families, including the release date logic
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31a1aec
Port the Alibaba Cloud families and refuse ambiguous rule inheritance
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5905f07
Port the DeepSeek, Perplexity, and xAI families
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402da2d
Port the Llama and Qwen open weights
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9c65ab6
Port the Mistral open weights and the GLM family
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ad3a25c

Commits on Sep 12, 2026

Port the Gemma, Nemotron, and Phi families
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ac547cc
Port the remaining open weights we decided to name
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7eec39c
Fixed warnings
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77c95e6
Move the model kinds into the rule engine
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9307f2c
Resolve model profiles through the registry
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429ca8c
Read model capabilities from the profile everywhere
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77130a4
Keep non-chat models out of the chat lists
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b6defc8
Delete the old capability rules
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51613e3
Answer the model kind from the registry
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849f072
Split the reasoning parameters into dialects
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f407885
Let organizations describe their own models
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6d80e6d
State the context window where a vendor documents one
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e8ec2c1
Count the whole conversation against the model's window
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5ee4685
Recompute the token count instead of announcing it
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8468cdc
Check image counts against the limits vendors state
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4d43164
Say when a chat carries more images than the model takes
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2509fc0
Name the tokenizer a model uses, where its vendor does
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5326a0b
Tell embedding providers which tokenizer their model uses
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672237a
Let the snapshot cover every model of the corpus
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8fdef4a
Let a provider state its own window and image limits
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bb22b3c

Commits on Sep 13, 2026

Add the model limits to the expert settings
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d8a30c4