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fix: forward strict mode to Anthropic and Bedrock providers
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The OpenAI-format tool schema sets strict: true but this was dropped during conversion to Anthropic/Bedrock formats, so neither provider used constrained decoding. Without it, the model can return string "None" instead of JSON null for nullable fields, causing Pydantic validation failures.
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@@ -74,8 +74,8 @@ qdrant = [
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"qdrant-client[fastembed]~=1.14.3",
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]
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aws = [
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"boto3~=1.40.38",
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"aiobotocore~=2.25.2",
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"boto3~=1.42.79",
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"aiobotocore~=3.4.0",
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]
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watson = [
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"ibm-watsonx-ai~=1.3.39",
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@@ -87,7 +87,7 @@ litellm = [
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"litellm~=1.83.0",
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]
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bedrock = [
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"boto3~=1.40.45",
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"boto3~=1.42.79",
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]
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google-genai = [
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"google-genai~=1.65.0",
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@@ -494,6 +494,10 @@ class AnthropicCompletion(BaseLLM):
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"required": [],
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}
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func_info = tool.get("function", {})
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if func_info.get("strict"):
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anthropic_tool["strict"] = True
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anthropic_tools.append(anthropic_tool)
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return anthropic_tools
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@@ -169,6 +169,7 @@ class ToolSpec(TypedDict, total=False):
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name: Required[str]
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description: Required[str]
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inputSchema: ToolInputSchema
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strict: bool
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class ConverseToolTypeDef(TypedDict):
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@@ -1965,6 +1966,10 @@ class BedrockCompletion(BaseLLM):
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input_schema: ToolInputSchema = {"json": parameters}
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tool_spec["inputSchema"] = input_schema
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func_info = tool.get("function", {})
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if func_info.get("strict"):
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tool_spec["strict"] = True
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converse_tool: ConverseToolTypeDef = {"toolSpec": tool_spec}
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converse_tools.append(converse_tool)
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