feat: xhigh reasoning for gpt-5.2 (#6735)

2025-12-11 17:13:06 -08:00
parent bffb9064b8
commit fecf503ad9
7 changed files with 105 additions and 74 deletions
--- a/fern/openapi.json
+++ b/fern/openapi.json
@@ -17856,7 +17856,8 @@
                                  "minimal",
                                  "low",
                                  "medium",
-                                  "high"
+                                  "high",
+                                  "xhigh"
                                ],
                                "nullable": true
                              },
@@ -21043,7 +21044,8 @@
        "additionalProperties": true,
        "type": "object",
        "required": ["type", "url_citation"],
-        "title": "Annotation"
+        "title": "Annotation",
+        "description": "A URL citation when using web search."
      },
      "AnnotationURLCitation": {
        "properties": {
@@ -21067,7 +21069,8 @@
        "additionalProperties": true,
        "type": "object",
        "required": ["end_index", "start_index", "title", "url"],
-        "title": "AnnotationURLCitation"
+        "title": "AnnotationURLCitation",
+        "description": "A URL citation when using web search."
      },
      "AnthropicModelSettings": {
        "properties": {
@@ -21963,7 +21966,8 @@
        },
        "type": "object",
        "required": ["id"],
-        "title": "Audio"
+        "title": "Audio",
+        "description": "Data about a previous audio response from the model.\n[Learn more](https://platform.openai.com/docs/guides/audio)."
      },
      "AuthRequest": {
        "properties": {
@@ -23369,7 +23373,8 @@
        "additionalProperties": true,
        "type": "object",
        "required": ["id", "choices", "created", "model", "object"],
-        "title": "ChatCompletion"
+        "title": "ChatCompletion",
+        "description": "Represents a chat completion response returned by model, based on the provided input."
      },
      "ChatCompletionAssistantMessageParam": {
        "properties": {
@@ -23454,7 +23459,8 @@
        },
        "type": "object",
        "required": ["role"],
-        "title": "ChatCompletionAssistantMessageParam"
+        "title": "ChatCompletionAssistantMessageParam",
+        "description": "Messages sent by the model in response to user messages."
      },
      "ChatCompletionAudio": {
        "properties": {
@@ -23478,7 +23484,8 @@
        "additionalProperties": true,
        "type": "object",
        "required": ["id", "data", "expires_at", "transcript"],
-        "title": "ChatCompletionAudio"
+        "title": "ChatCompletionAudio",
+        "description": "If the audio output modality is requested, this object contains data\nabout the audio response from the model. [Learn more](https://platform.openai.com/docs/guides/audio)."
      },
      "ChatCompletionContentPartImageParam": {
        "properties": {
@@ -23493,7 +23500,8 @@
        },
        "type": "object",
        "required": ["image_url", "type"],
-        "title": "ChatCompletionContentPartImageParam"
+        "title": "ChatCompletionContentPartImageParam",
+        "description": "Learn about [image inputs](https://platform.openai.com/docs/guides/vision)."
      },
      "ChatCompletionContentPartInputAudioParam": {
        "properties": {
@@ -23508,7 +23516,8 @@
        },
        "type": "object",
        "required": ["input_audio", "type"],
-        "title": "ChatCompletionContentPartInputAudioParam"
+        "title": "ChatCompletionContentPartInputAudioParam",
+        "description": "Learn about [audio inputs](https://platform.openai.com/docs/guides/audio)."
      },
      "ChatCompletionContentPartRefusalParam": {
        "properties": {
@@ -23540,7 +23549,8 @@
        },
        "type": "object",
        "required": ["text", "type"],
-        "title": "ChatCompletionContentPartTextParam"
+        "title": "ChatCompletionContentPartTextParam",
+        "description": "Learn about [text inputs](https://platform.openai.com/docs/guides/text-generation)."
      },
      "ChatCompletionDeveloperMessageParam": {
        "properties": {
@@ -23570,7 +23580,8 @@
        },
        "type": "object",
        "required": ["content", "role"],
-        "title": "ChatCompletionDeveloperMessageParam"
+        "title": "ChatCompletionDeveloperMessageParam",
+        "description": "Developer-provided instructions that the model should follow, regardless of\nmessages sent by the user. With o1 models and newer, `developer` messages\nreplace the previous `system` messages."
      },
      "ChatCompletionFunctionMessageParam": {
        "properties": {
@@ -23687,7 +23698,8 @@
        "additionalProperties": true,
        "type": "object",
        "required": ["role"],
-        "title": "ChatCompletionMessage"
+        "title": "ChatCompletionMessage",
+        "description": "A chat completion message generated by the model."
      },
      "ChatCompletionMessageCustomToolCall": {
        "properties": {
@@ -23707,7 +23719,8 @@
        "additionalProperties": true,
        "type": "object",
        "required": ["id", "custom", "type"],
-        "title": "ChatCompletionMessageCustomToolCall"
+        "title": "ChatCompletionMessageCustomToolCall",
+        "description": "A call to a custom tool created by the model."
      },
      "ChatCompletionMessageCustomToolCallParam": {
        "properties": {
@@ -23726,7 +23739,8 @@
        },
        "type": "object",
        "required": ["id", "custom", "type"],
-        "title": "ChatCompletionMessageCustomToolCallParam"
+        "title": "ChatCompletionMessageCustomToolCallParam",
+        "description": "A call to a custom tool created by the model."
      },
      "ChatCompletionMessageFunctionToolCall-Input": {
        "properties": {
@@ -23746,7 +23760,8 @@
        "additionalProperties": true,
        "type": "object",
        "required": ["id", "function", "type"],
-        "title": "ChatCompletionMessageFunctionToolCall"
+        "title": "ChatCompletionMessageFunctionToolCall",
+        "description": "A call to a function tool created by the model."
      },
      "ChatCompletionMessageFunctionToolCall-Output": {
        "properties": {
@@ -23766,7 +23781,8 @@
        "additionalProperties": true,
        "type": "object",
        "required": ["id", "function", "type"],
-        "title": "ChatCompletionMessageFunctionToolCall"
+        "title": "ChatCompletionMessageFunctionToolCall",
+        "description": "A call to a function tool created by the model."
      },
      "ChatCompletionMessageFunctionToolCallParam": {
        "properties": {
@@ -23785,7 +23801,8 @@
        },
        "type": "object",
        "required": ["id", "function", "type"],
-        "title": "ChatCompletionMessageFunctionToolCallParam"
+        "title": "ChatCompletionMessageFunctionToolCallParam",
+        "description": "A call to a function tool created by the model."
      },
      "ChatCompletionRequest": {
        "properties": {
@@ -23980,7 +23997,8 @@
        },
        "type": "object",
        "required": ["content", "role"],
-        "title": "ChatCompletionSystemMessageParam"
+        "title": "ChatCompletionSystemMessageParam",
+        "description": "Developer-provided instructions that the model should follow, regardless of\nmessages sent by the user. With o1 models and newer, use `developer` messages\nfor this purpose instead."
      },
      "ChatCompletionTokenLogprob": {
        "properties": {
@@ -24090,7 +24108,8 @@
        },
        "type": "object",
        "required": ["content", "role"],
-        "title": "ChatCompletionUserMessageParam"
+        "title": "ChatCompletionUserMessageParam",
+        "description": "Messages sent by an end user, containing prompts or additional context\ninformation."
      },
      "ChildToolRule": {
        "properties": {
@@ -24238,7 +24257,8 @@
        },
        "additionalProperties": true,
        "type": "object",
-        "title": "ChoiceLogprobs"
+        "title": "ChoiceLogprobs",
+        "description": "Log probability information for the choice."
      },
      "CodeInput": {
        "properties": {
@@ -24367,7 +24387,8 @@
        },
        "additionalProperties": true,
        "type": "object",
-        "title": "CompletionTokensDetails"
+        "title": "CompletionTokensDetails",
+        "description": "Breakdown of tokens used in a completion."
      },
      "CompletionUsage": {
        "properties": {
@@ -24407,7 +24428,8 @@
        "additionalProperties": true,
        "type": "object",
        "required": ["completion_tokens", "prompt_tokens", "total_tokens"],
-        "title": "CompletionUsage"
+        "title": "CompletionUsage",
+        "description": "Usage statistics for the completion request."
      },
      "ConditionalToolRule": {
        "properties": {
@@ -25888,7 +25910,8 @@
        },
        "type": "object",
        "required": ["input", "name"],
-        "title": "Custom"
+        "title": "Custom",
+        "description": "The custom tool that the model called."
      },
      "Custom-Output": {
        "properties": {
@@ -25904,7 +25927,8 @@
        "additionalProperties": true,
        "type": "object",
        "required": ["input", "name"],
-        "title": "Custom"
+        "title": "Custom",
+        "description": "The custom tool that the model called."
      },
      "DeepseekModelSettings": {
        "properties": {
@@ -26621,7 +26645,8 @@
        },
        "type": "object",
        "required": ["file", "type"],
-        "title": "File"
+        "title": "File",
+        "description": "Learn about [file inputs](https://platform.openai.com/docs/guides/text) for text generation."
      },
      "FileAgentSchema": {
        "properties": {
@@ -27460,7 +27485,8 @@
        "additionalProperties": true,
        "type": "object",
        "required": ["arguments", "name"],
-        "title": "Function"
+        "title": "Function",
+        "description": "The function that the model called."
      },
      "FunctionCall-Input": {
        "properties": {
@@ -27475,7 +27501,8 @@
        },
        "type": "object",
        "required": ["arguments", "name"],
-        "title": "FunctionCall"
+        "title": "FunctionCall",
+        "description": "Deprecated and replaced by `tool_calls`.\n\nThe name and arguments of a function that should be called, as generated by the model."
      },
      "FunctionCall-Output": {
        "properties": {
@@ -27491,7 +27518,8 @@
        "additionalProperties": true,
        "type": "object",
        "required": ["arguments", "name"],
-        "title": "FunctionCall"
+        "title": "FunctionCall",
+        "description": "Deprecated and replaced by `tool_calls`.\n\nThe name and arguments of a function that should be called, as generated by the model."
      },
      "FunctionDefinition": {
        "properties": {
@@ -30331,7 +30359,7 @@
            "anyOf": [
              {
                "type": "string",
-                "enum": ["none", "minimal", "low", "medium", "high"]
+                "enum": ["none", "minimal", "low", "medium", "high", "xhigh"]
              },
              {
                "type": "null"
@@ -32572,7 +32600,7 @@
            "anyOf": [
              {
                "type": "string",
-                "enum": ["none", "minimal", "low", "medium", "high"]
+                "enum": ["none", "minimal", "low", "medium", "high", "xhigh"]
              },
              {
                "type": "null"
@@ -32905,7 +32933,7 @@
        "properties": {
          "reasoning_effort": {
            "type": "string",
-            "enum": ["none", "minimal", "low", "medium", "high"],
+            "enum": ["none", "minimal", "low", "medium", "high", "xhigh"],
            "title": "Reasoning Effort",
            "description": "The reasoning effort to use when generating text reasoning models",
            "default": "minimal"
@@ -33563,7 +33591,8 @@
        },
        "additionalProperties": true,
        "type": "object",
-        "title": "PromptTokensDetails"
+        "title": "PromptTokensDetails",
+        "description": "Breakdown of tokens used in the prompt."
      },
      "Provider": {
        "properties": {
@@ -41495,7 +41524,8 @@
        "additionalProperties": true,
        "type": "object",
        "required": ["arguments", "name"],
-        "title": "Function"
+        "title": "Function",
+        "description": "The function that the model called."
      },
      "openai__types__chat__chat_completion_message_function_tool_call_param__Function": {
        "properties": {
@@ -41510,7 +41540,8 @@
        },
        "type": "object",
        "required": ["arguments", "name"],
-        "title": "Function"
+        "title": "Function",
+        "description": "The function that the model called."
      },
      "LettaMessageUnion": {
        "oneOf": [
--- a/letta/schemas/llm_config.py
+++ b/letta/schemas/llm_config.py
@@ -70,7 +70,7 @@ class LLMConfig(BaseModel):
    enable_reasoner: bool = Field(
        True, description="Whether or not the model should use extended thinking if it is a 'reasoning' style model"
    )
-    reasoning_effort: Optional[Literal["none", "minimal", "low", "medium", "high"]] = Field(
+    reasoning_effort: Optional[Literal["none", "minimal", "low", "medium", "high", "xhigh"]] = Field(
        None,
        description="The reasoning effort to use when generating text reasoning models",
    )
--- a/letta/schemas/model.py
+++ b/letta/schemas/model.py
@@ -65,7 +65,7 @@ class Model(LLMConfig, ModelBase):
        description="Deprecated: Whether or not the model should use extended thinking if it is a 'reasoning' style model.",
        deprecated=True,
    )
-    reasoning_effort: Optional[Literal["none", "minimal", "low", "medium", "high"]] = Field(
+    reasoning_effort: Optional[Literal["none", "minimal", "low", "medium", "high", "xhigh"]] = Field(
        None, description="Deprecated: The reasoning effort to use when generating text reasoning models.", deprecated=True
    )
    max_reasoning_tokens: int = Field(0, description="Deprecated: Configurable thinking budget for extended thinking.", deprecated=True)
@@ -210,7 +210,7 @@ class ModelSettings(BaseModel):


 class OpenAIReasoning(BaseModel):
-    reasoning_effort: Literal["none", "minimal", "low", "medium", "high"] = Field(
+    reasoning_effort: Literal["none", "minimal", "low", "medium", "high", "xhigh"] = Field(
        "minimal", description="The reasoning effort to use when generating text reasoning models"
    )

--- a/letta/schemas/openai/chat_completion_request.py
+++ b/letta/schemas/openai/chat_completion_request.py
@@ -146,7 +146,7 @@ class ChatCompletionRequest(BaseModel):
    parallel_tool_calls: Optional[bool] = None
    instructions: Optional[str] = None
    verbosity: Optional[Literal["low", "medium", "high"]] = None  # For verbosity control in GPT-5 models
-    reasoning_effort: Optional[Literal["none", "minimal", "low", "medium", "high"]] = (
+    reasoning_effort: Optional[Literal["none", "minimal", "low", "medium", "high", "xhigh"]] = (
        None  # For reasoning effort control in reasoning models
    )

--- a/pyproject.toml
+++ b/pyproject.toml
@@ -44,7 +44,7 @@ dependencies = [
    "llama-index-embeddings-openai>=0.3.1",
    "anthropic>=0.75.0",
    "letta-client>=1.3.1",
-    "openai>=1.99.9",
+    "openai>=2.11.0",
    "opentelemetry-api==1.30.0",
    "opentelemetry-sdk==1.30.0",
    "opentelemetry-instrumentation-requests==0.51b0",
--- a/tests/test_providers.py
+++ b/tests/test_providers.py
@@ -367,7 +367,7 @@ def test_reasoning_toggle_by_provider(
    expected_enable_reasoner: bool,
    expected_put_inner_thoughts_in_kwargs: bool,
    expected_max_reasoning_tokens: int,
-    expected_reasoning_effort: Optional[Literal["none", "minimal", "low", "medium", "high"]],
+    expected_reasoning_effort: Optional[Literal["none", "minimal", "low", "medium", "high", "xhigh"]],
 ):
    model_endpoint_type, model = handle.split("/")
    config = LLMConfig(
--- a/uv.lock
+++ b/uv.lock
@@ -2535,7 +2535,7 @@ requires-dist = [
    { name = "modal", marker = "extra == 'modal'", specifier = ">=1.1.0" },
    { name = "nltk", specifier = ">=3.8.1" },
    { name = "numpy", specifier = ">=2.1.0" },
-    { name = "openai", specifier = ">=1.99.9" },
+    { name = "openai", specifier = ">=2.11.0" },
    { name = "opentelemetry-api", specifier = "==1.30.0" },
    { name = "opentelemetry-exporter-otlp", specifier = "==1.30.0" },
    { name = "opentelemetry-instrumentation-requests", specifier = "==0.51b0" },
@@ -2648,7 +2648,7 @@ wheels = [

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@@ -2660,28 +2660,28 @@ dependencies = [
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