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Merged
EItanya merged 2 commits into from
Jul 14, 2026
Merged

add 'none' as an option for reasoning effort, update models across #2227

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a61c6ca
add 'none' as an option for reasoning effort, update models across pr…
peterj Jul 13, 2026
3ef7b89
Merge branch 'main' into peterj/supportterra
peterj Jul 14, 2026
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2 changes: 1 addition & 1 deletion docs/architecture/crds-and-types.md
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Expand Up @@ -136,7 +136,7 @@ ModelConfigSpec
│ ├── baseUrl, temperature, maxTokens, topP
│ ├── frequencyPenalty, presencePenalty
│ ├── seed, n, timeout
│ └── reasoningEffort: minimal | low | medium | high
│ └── reasoningEffort: none | minimal | low | medium | high
├── anthropic: AnthropicConfig
│ └── baseUrl, maxTokens, temperature, topP, topK
├── azureOpenAI: AzureOpenAIConfig
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1 change: 1 addition & 0 deletions go/api/config/crd/bases/kagent.dev_modelconfigs.yaml
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Expand Up @@ -609,6 +609,7 @@ spec:
reasoningEffort:
description: Reasoning effort
enum:
- none
- minimal
- low
- medium
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4 changes: 3 additions & 1 deletion go/api/v1alpha2/modelconfig_types.go
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Expand Up @@ -190,7 +190,9 @@ type OpenAIConfig struct {
}

// OpenAIReasoningEffort represents how many reasoning tokens the model generates before producing a response.
// +kubebuilder:validation:Enum=minimal;low;medium;high
// Set to "none" to disable reasoning; some models (e.g. gpt-5.6-terra) require this to use
// function tools via the Chat Completions API.
// +kubebuilder:validation:Enum=none;minimal;low;medium;high
type OpenAIReasoningEffort string

// AzureOpenAIConfig contains Azure OpenAI-specific configuration options
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114 changes: 92 additions & 22 deletions go/core/internal/httpserver/handlers/models.go
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Expand Up @@ -26,27 +26,59 @@ func (h *ModelHandler) HandleListSupportedModels(w ErrorResponseWriter, r *http.

// Create a map of provider names to their supported models
// The keys need to match what the UI expects (camelCase for API keys)
// List of models is built from the following sites:
// OpenAI -> https://developers.openai.com/api/docs/models
// Anthropic-> https://platform.claude.com/docs/en/about-claude/models/model-ids-and-versions
// Azure -> https://learn.microsoft.com/azure/foundry/foundry-models
// Gemini -> https://ai.google.dev/gemini-api/docs/models
// Bedrock -> https://docs.aws.amazon.com/bedrock/latest/userguide/model-cards.html
// Vertex -> https://platform.claude.com/docs/en/build-with-claude/claude-in-google-cloud-vertex-ai
// SAP -> SAP Note 3437766 (live model/version table)
supportedModels := kclient.ProviderModels{
v1alpha2.ModelProviderOpenAI: {
// GPT-5.6 family
{Name: "gpt-5.6-terra", FunctionCalling: true},
{Name: "gpt-5.6-luna", FunctionCalling: true},
// GPT-5.x point releases
{Name: "gpt-5.5", FunctionCalling: true},
{Name: "gpt-5.5-pro", FunctionCalling: true},
{Name: "gpt-5.4", FunctionCalling: true},
{Name: "gpt-5.4-pro", FunctionCalling: true},
{Name: "gpt-5.4-mini", FunctionCalling: true},
{Name: "gpt-5.4-nano", FunctionCalling: true},
{Name: "gpt-5.3-codex", FunctionCalling: true},
{Name: "gpt-5.2", FunctionCalling: true},
{Name: "gpt-5.2-pro", FunctionCalling: true},
{Name: "gpt-5.1", FunctionCalling: true},
{Name: "gpt-5", FunctionCalling: true},
{Name: "gpt-5-mini", FunctionCalling: true},
{Name: "gpt-5-nano", FunctionCalling: true},
{Name: "gpt-5-pro", FunctionCalling: true},
// Reasoning (o-series)
{Name: "o3", FunctionCalling: true},
{Name: "o3-pro", FunctionCalling: true},
{Name: "o3-mini", FunctionCalling: true}, // deprecated
{Name: "o4-mini", FunctionCalling: true}, // deprecated
// GPT-4.1 family
{Name: "gpt-4.1", FunctionCalling: true},
{Name: "gpt-4.1-mini", FunctionCalling: true},
{Name: "gpt-4.1-nano", FunctionCalling: true},
{Name: "gpt-4.1-nano", FunctionCalling: true}, // deprecated
// Legacy (still callable, but marked deprecated by OpenAI)
{Name: "gpt-4o", FunctionCalling: true},
{Name: "gpt-4o-mini", FunctionCalling: true},
{Name: "o3", FunctionCalling: true},
{Name: "o3-mini", FunctionCalling: true},
{Name: "o4-mini", FunctionCalling: true},
{Name: "gpt-4-turbo", FunctionCalling: true},
{Name: "gpt-4", FunctionCalling: true},
{Name: "gpt-3.5-turbo", FunctionCalling: true},
},
v1alpha2.ModelProviderAnthropic: {
{Name: "claude-fable-5", FunctionCalling: true},
{Name: "claude-opus-4-8", FunctionCalling: true},
{Name: "claude-opus-4-7", FunctionCalling: true},
{Name: "claude-opus-4-6", FunctionCalling: true},
{Name: "claude-sonnet-5", FunctionCalling: true},
{Name: "claude-sonnet-4-6", FunctionCalling: true},
{Name: "claude-haiku-4-5", FunctionCalling: true},
// Legacy dated snapshots
{Name: "claude-opus-4-1-20250805", FunctionCalling: true},
{Name: "claude-opus-4-20250514", FunctionCalling: true},
{Name: "claude-sonnet-4-20250514", FunctionCalling: true},
Expand All @@ -55,6 +87,13 @@ func (h *ModelHandler) HandleListSupportedModels(w ErrorResponseWriter, r *http.
{Name: "claude-3-5-sonnet-20240620", FunctionCalling: true},
},
v1alpha2.ModelProviderAzureOpenAI: {
// Azure rollout lags OpenAI; newer point releases may be region-limited.
{Name: "gpt-5.5", FunctionCalling: true},
{Name: "gpt-5.4", FunctionCalling: true},
{Name: "gpt-5.4-mini", FunctionCalling: true},
{Name: "gpt-5.4-nano", FunctionCalling: true},
{Name: "gpt-5.2", FunctionCalling: true},
{Name: "gpt-5.1", FunctionCalling: true},
{Name: "gpt-5", FunctionCalling: true},
{Name: "gpt-5-mini", FunctionCalling: true},
{Name: "gpt-5-nano", FunctionCalling: true},
Expand All @@ -67,57 +106,84 @@ func (h *ModelHandler) HandleListSupportedModels(w ErrorResponseWriter, r *http.
{Name: "o3", FunctionCalling: true},
{Name: "o3-mini", FunctionCalling: true},
{Name: "gpt-4", FunctionCalling: true},
{Name: "gpt-35-turbo", FunctionCalling: true},
{Name: "gpt-35-turbo", FunctionCalling: true}, // Azure spelling (no dot)
{Name: "gpt-oss-120b", FunctionCalling: true},
},
v1alpha2.ModelProviderOllama: {
{Name: "llama3.3", FunctionCalling: false},
{Name: "llama3.1", FunctionCalling: false},
{Name: "qwen2.5-coder", FunctionCalling: false},
{Name: "deepseek-r1", FunctionCalling: false},
{Name: "mistral", FunctionCalling: false},
{Name: "mixtral", FunctionCalling: false},
// FunctionCalling flags corrected: recent Ollama builds of these models
// support tool calling.
{Name: "llama3.3", FunctionCalling: true},
{Name: "llama3.1", FunctionCalling: true},
{Name: "qwen2.5-coder", FunctionCalling: true},
{Name: "mistral", FunctionCalling: true},
{Name: "mixtral", FunctionCalling: true},
{Name: "deepseek-r1", FunctionCalling: false}, // tool support inconsistent across tags
{Name: "llama2", FunctionCalling: false},
{Name: "llama2:13b", FunctionCalling: false},
{Name: "llama2:70b", FunctionCalling: false},
},
v1alpha2.ModelProviderGemini: {
// Gemini 3 family
{Name: "gemini-3.5-flash", FunctionCalling: true},
{Name: "gemini-3.1-pro", FunctionCalling: true},
{Name: "gemini-3-pro", FunctionCalling: true},
{Name: "gemini-3-flash", FunctionCalling: true},
{Name: "gemini-3.1-flash-lite", FunctionCalling: true},
// Gemini 2.5 family (still available)
{Name: "gemini-2.5-pro", FunctionCalling: true},
{Name: "gemini-2.5-flash", FunctionCalling: true},
{Name: "gemini-2.5-flash-lite", FunctionCalling: true},
{Name: "gemini-2.0-flash", FunctionCalling: true},
{Name: "gemini-2.0-flash-lite", FunctionCalling: true},
},
v1alpha2.ModelProviderGeminiVertexAI: {
{Name: "gemini-3.5-flash", FunctionCalling: true},
{Name: "gemini-3.1-pro", FunctionCalling: true},
{Name: "gemini-3-pro", FunctionCalling: true},
{Name: "gemini-3-flash", FunctionCalling: true},
{Name: "gemini-3.1-flash-lite", FunctionCalling: true},
{Name: "gemini-2.5-pro", FunctionCalling: true},
{Name: "gemini-2.5-flash", FunctionCalling: true},
{Name: "gemini-2.5-flash-lite", FunctionCalling: true},
{Name: "gemini-2.0-flash", FunctionCalling: true},
{Name: "gemini-2.0-flash-lite", FunctionCalling: true},
},
v1alpha2.ModelProviderAnthropicVertexAI: {
{Name: "claude-opus-4-8", FunctionCalling: true},
{Name: "claude-opus-4-7", FunctionCalling: true},
{Name: "claude-sonnet-5", FunctionCalling: true},
{Name: "claude-sonnet-4-6", FunctionCalling: true},
// Legacy (@-dated form)
{Name: "claude-opus-4-1@20250805", FunctionCalling: true},
{Name: "claude-sonnet-4@20250514", FunctionCalling: true},
{Name: "claude-haiku-4-5@20251001", FunctionCalling: true},
},
v1alpha2.ModelProviderBedrock: {
{Name: "anthropic.claude-3-sonnet-20240229-v1:0", FunctionCalling: true},
{Name: "us.anthropic.claude-3-5-haiku-20241022-v1:0", FunctionCalling: true},
{Name: "global.anthropic.claude-fable-5", FunctionCalling: true},
{Name: "global.anthropic.claude-opus-4-8", FunctionCalling: true},
{Name: "global.anthropic.claude-opus-4-7", FunctionCalling: true},
{Name: "global.anthropic.claude-sonnet-5", FunctionCalling: true},
{Name: "global.anthropic.claude-sonnet-4-6", FunctionCalling: true},
{Name: "us.anthropic.claude-haiku-4-5-20251001-v1:0", FunctionCalling: true},
// Older but still valid (inference-profile required)
{Name: "global.anthropic.claude-sonnet-4-5-20250929-v1:0", FunctionCalling: true},
{Name: "global.anthropic.claude-opus-4-5-20251101-v1:0", FunctionCalling: true},
// Legacy Claude 3.x (mostly retired/legacy on Bedrock)
{Name: "anthropic.claude-3-sonnet-20240229-v1:0", FunctionCalling: true},
{Name: "us.anthropic.claude-3-5-haiku-20241022-v1:0", FunctionCalling: true},
// Amazon Nova
{Name: "us.amazon.nova-2-lite-v1:0", FunctionCalling: false},
},
v1alpha2.ModelProviderSAPAICore: {
// Anthropic (via SAP Generative AI Hub proxy naming)
{Name: "anthropic--claude-4.7-opus", FunctionCalling: true},
{Name: "anthropic--claude-4.6-sonnet", FunctionCalling: true},
{Name: "anthropic--claude-4.6-opus", FunctionCalling: true},
{Name: "anthropic--claude-4.5-sonnet", FunctionCalling: true},
{Name: "anthropic--claude-4.5-opus", FunctionCalling: true},
{Name: "anthropic--claude-4.5-haiku", FunctionCalling: true},
{Name: "anthropic--claude-4-sonnet", FunctionCalling: true},
{Name: "anthropic--claude-4-opus", FunctionCalling: true},
{Name: "anthropic--claude-3.7-sonnet", FunctionCalling: true},
{Name: "anthropic--claude-3.5-sonnet", FunctionCalling: true},
{Name: "anthropic--claude-3-haiku", FunctionCalling: true},
// OpenAI
{Name: "gpt-5.4", FunctionCalling: true},
{Name: "gpt-5.4-nano", FunctionCalling: true},
{Name: "gpt-5.2", FunctionCalling: true},
{Name: "gpt-5", FunctionCalling: true},
{Name: "gpt-5-mini", FunctionCalling: true},
Expand All @@ -127,34 +193,38 @@ func (h *ModelHandler) HandleListSupportedModels(w ErrorResponseWriter, r *http.
{Name: "gpt-4.1", FunctionCalling: true},
{Name: "gpt-4.1-mini", FunctionCalling: true},
{Name: "gpt-4.1-nano", FunctionCalling: true},
{Name: "o1", FunctionCalling: true},
{Name: "o3", FunctionCalling: true},
{Name: "o3-mini", FunctionCalling: true},
{Name: "o4-mini", FunctionCalling: true},
// Gemini
{Name: "gemini-3-pro-preview", FunctionCalling: true},
{Name: "gemini-3.1-flash-lite", FunctionCalling: true},
{Name: "gemini-2.5-pro", FunctionCalling: true},
{Name: "gemini-2.5-flash", FunctionCalling: true},
{Name: "gemini-2.5-flash-lite", FunctionCalling: true},
{Name: "gemini-2.0-flash", FunctionCalling: true},
{Name: "gemini-2.0-flash-lite", FunctionCalling: true},
// Amazon Nova
{Name: "amazon--nova-premier", FunctionCalling: true},
{Name: "amazon--nova-pro", FunctionCalling: true},
{Name: "amazon--nova-lite", FunctionCalling: false},
{Name: "amazon--nova-micro", FunctionCalling: false},
// Meta / Mistral / Cohere
{Name: "meta--llama3-70b-instruct", FunctionCalling: false},
{Name: "mistralai--mistral-large-instruct", FunctionCalling: true},
{Name: "mistralai--mistral-small-instruct", FunctionCalling: true},
{Name: "mistralai--mistral-medium-instruct", FunctionCalling: true},
{Name: "cohere--command-a-reasoning", FunctionCalling: true},
// DeepSeek / Qwen
{Name: "deepseek-v3.2", FunctionCalling: true},
{Name: "deepseek-r1-0528", FunctionCalling: true},
{Name: "qwen3-max", FunctionCalling: true},
{Name: "qwen3.5-plus", FunctionCalling: true},
{Name: "qwen-turbo", FunctionCalling: true},
{Name: "qwen-flash", FunctionCalling: true},
// Perplexity Sonar
{Name: "sonar-deep-research", FunctionCalling: false},
{Name: "sonar-pro", FunctionCalling: false},
{Name: "sonar", FunctionCalling: false},
// SAP
{Name: "sap-abap-1", FunctionCalling: false},
},
}
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1 change: 1 addition & 0 deletions helm/kagent-crds/templates/kagent.dev_modelconfigs.yaml
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Expand Up @@ -609,6 +609,7 @@ spec:
reasoningEffort:
description: Reasoning effort
enum:
- none
- minimal
- low
- medium
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