Model capabilities 734 (#842)
internal/config,server: implement model capabilities - define the capabilities of a model using a simple config block on the model - v1/models renders out capabilities to be compatible with openrouter, huggingface chat, and mistral formats for broader compatibility - add support for capabilities in UI Fixes #734
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@@ -152,7 +152,7 @@ models:
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stop:
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- "<|end|>"
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- "<|stop|>"
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`
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`
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config, err := LoadConfigFromReader(strings.NewReader(content))
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assert.NoError(t, err)
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@@ -170,3 +170,167 @@ models:
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assert.Equal(t, 0.7, setParams["temperature"])
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assert.Equal(t, 0.9, setParams["top_p"])
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}
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func TestConfig_ModelCapabilities(t *testing.T) {
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t.Run("all fields", func(t *testing.T) {
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content := `
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models:
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model1:
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cmd: path/to/cmd --port ${PORT}
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capabilities:
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in:
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- text
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- audio
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- image
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out:
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- text
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- audio
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- image
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tools: true
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context: 32000
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`
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config, err := LoadConfigFromReader(strings.NewReader(content))
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assert.NoError(t, err)
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mc := config.Models["model1"]
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assert.False(t, mc.Capabilities.Empty())
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assert.Equal(t, []string{"text", "audio", "image"}, mc.Capabilities.In)
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assert.Equal(t, []string{"text", "audio", "image"}, mc.Capabilities.Out)
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assert.True(t, mc.Capabilities.Tools)
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assert.Equal(t, 32000, mc.Capabilities.Context)
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})
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t.Run("partial fields", func(t *testing.T) {
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content := `
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models:
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model1:
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cmd: path/to/cmd --port ${PORT}
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capabilities:
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tools: true
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context: 8192
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`
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config, err := LoadConfigFromReader(strings.NewReader(content))
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assert.NoError(t, err)
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mc := config.Models["model1"]
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assert.False(t, mc.Capabilities.Empty())
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assert.Nil(t, mc.Capabilities.In)
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assert.Nil(t, mc.Capabilities.Out)
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assert.True(t, mc.Capabilities.Tools)
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assert.Equal(t, 8192, mc.Capabilities.Context)
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})
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t.Run("not set", func(t *testing.T) {
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content := `
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models:
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model1:
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cmd: path/to/cmd --port ${PORT}
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`
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config, err := LoadConfigFromReader(strings.NewReader(content))
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assert.NoError(t, err)
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mc := config.Models["model1"]
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assert.True(t, mc.Capabilities.Empty())
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})
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t.Run("tools false is empty", func(t *testing.T) {
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content := `
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models:
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model1:
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cmd: path/to/cmd --port ${PORT}
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capabilities:
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tools: false
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`
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config, err := LoadConfigFromReader(strings.NewReader(content))
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assert.NoError(t, err)
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mc := config.Models["model1"]
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assert.True(t, mc.Capabilities.Empty())
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})
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t.Run("reranker true is not empty", func(t *testing.T) {
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content := `
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models:
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model1:
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cmd: path/to/cmd --port ${PORT}
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capabilities:
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reranker: true
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`
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config, err := LoadConfigFromReader(strings.NewReader(content))
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assert.NoError(t, err)
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mc := config.Models["model1"]
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assert.False(t, mc.Capabilities.Empty())
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assert.True(t, mc.Capabilities.Reranker)
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})
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t.Run("reranker false is empty", func(t *testing.T) {
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content := `
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models:
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model1:
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cmd: path/to/cmd --port ${PORT}
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capabilities:
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reranker: false
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`
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config, err := LoadConfigFromReader(strings.NewReader(content))
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assert.NoError(t, err)
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mc := config.Models["model1"]
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assert.True(t, mc.Capabilities.Empty())
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})
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}
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func TestConfig_ModelCapabilities_Validate(t *testing.T) {
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t.Run("valid_modalities", func(t *testing.T) {
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caps := ModelCapConfig{
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In: []string{"text", "image"},
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Out: []string{"text", "audio"},
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Tools: true,
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Context: 100000,
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}
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assert.NoError(t, caps.Validate())
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})
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t.Run("empty_is_valid", func(t *testing.T) {
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caps := ModelCapConfig{}
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assert.NoError(t, caps.Validate())
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})
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t.Run("invalid_in_modality", func(t *testing.T) {
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caps := ModelCapConfig{In: []string{"video"}}
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err := caps.Validate()
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assert.Error(t, err)
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assert.Contains(t, err.Error(), "capabilities.in")
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assert.Contains(t, err.Error(), "video")
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})
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t.Run("invalid_out_modality", func(t *testing.T) {
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caps := ModelCapConfig{Out: []string{"video"}}
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err := caps.Validate()
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assert.Error(t, err)
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assert.Contains(t, err.Error(), "capabilities.out")
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assert.Contains(t, err.Error(), "video")
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})
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t.Run("negative_context", func(t *testing.T) {
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caps := ModelCapConfig{Context: -1}
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err := caps.Validate()
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assert.Error(t, err)
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assert.Contains(t, err.Error(), "capabilities.context")
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})
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t.Run("rejects_invalid_at_load", func(t *testing.T) {
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content := `
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models:
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model1:
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cmd: path/to/cmd --port ${PORT}
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capabilities:
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in:
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- text
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- video
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`
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_, err := LoadConfigFromReader(strings.NewReader(content))
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assert.Error(t, err)
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assert.Contains(t, err.Error(), "video")
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})
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}
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