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lorenzejay
2026-04-24 13:52:58 -07:00
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268
lib/crewai/tests/cassettes/llms/anthropic/test_anthropic_agent_kickoff_structured_output_with_tools.yaml
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116
lib/crewai/tests/cassettes/llms/bedrock/test_bedrock_agent_kickoff_structured_output_with_tools.yaml
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{\n \"operation\": {\n \"description\": \"The mathematical operation
performed\",\n \"title\": \"Operation\",\n \"type\": \"string\"\n },\n \"result\":
{\n \"description\": \"The result of the calculation\",\n \"title\":
\"Result\",\n \"type\": \"integer\"\n },\n \"explanation\":
{\n \"description\": \"Brief explanation of the calculation\",\n \"title\":
\"Explanation\",\n \"type\": \"string\"\n }\n },\n \"required\":
[\n \"operation\",\n \"result\",\n \"explanation\"\n ],\n \"title\":
\"CalculationResult\",\n \"type\": \"object\",\n \"additionalProperties\":
false\n }\n }\n}\n\nIMPORTANT: Preserve the original content exactly as-is.
Do NOT rewrite, paraphrase, or modify the meaning of the content. Only structure
it to match the schema format.\n\nDo not include the OpenAPI schema in the final
output. Ensure the final output does not include any code block markers like
```json or ```python."}], "toolConfig": {"tools": [{"toolSpec": {"name": "structured_output",
"description": "Use this tool to provide your final structured response. Call
this tool when you have gathered all necessary information and are ready to
provide the final answer in the required format.", "inputSchema": {"json": {"description":
@@ -140,10 +131,10 @@ interactions:
"type": "integer"}, "explanation": {"description": "Brief explanation of the
calculation", "title": "Explanation", "type": "string"}}, "required": ["operation",
"result", "explanation"], "title": "CalculationResult", "type": "object", "additionalProperties":
false}}}}]}}'
false}}}}], "toolChoice": {"tool": {"name": "structured_output"}}}}'
headers:
Content-Length:
- '1942'
- '2545'
Content-Type:
- !!binary |
YXBwbGljYXRpb24vanNvbg==
@@ -158,28 +149,27 @@ interactions:
- AUTHORIZATION-XXX
x-amz-date:
- X-AMZ-DATE-XXX
x-amz-security-token:
- X-AMZ-SECURITY-TOKEN-XXX
method: POST
uri: https://bedrock-runtime.us-east-1.amazonaws.com/model/anthropic.claude-3-sonnet-20240229-v1%3A0/converse
uri: https://bedrock-runtime.us-east-1.amazonaws.com/model/us.anthropic.claude-sonnet-4-6/converse
response:
body:
string: '{"message":"The model returned the following errors: Your API request
included an `assistant` message in the final position, which would pre-fill
the `assistant` response. When using tools, pre-filling the `assistant` response
is not supported."}'
string: "{\"metrics\":{\"latencyMs\":1729},\"output\":{\"message\":{\"content\":[{\"toolUse\":{\"input\":{\"operation\":\"add_numbers\",\"result\":42,\"explanation\":\"The
result of **15 + 27 = 42**! \U0001F9EE\\n\\nUsing the `add_numbers` tool,
I computed the sum of 15 and 27, and the result is **42**.\"},\"name\":\"structured_output\",\"toolUseId\":\"tooluse_FavcTtQCbzFrqURMiduSla\",\"type\":\"tool_use\"}}],\"role\":\"assistant\"}},\"stopReason\":\"tool_use\",\"usage\":{\"cacheReadInputTokenCount\":0,\"cacheReadInputTokens\":0,\"cacheWriteInputTokenCount\":0,\"cacheWriteInputTokens\":0,\"inputTokens\":1150,\"outputTokens\":116,\"serverToolUsage\":{},\"totalTokens\":1266}}"
headers:
Connection:
- keep-alive
Content-Length:
- '246'
- '603'
Content-Type:
- application/json
Date:
- Thu, 12 Feb 2026 22:01:12 GMT
x-amzn-ErrorType:
- ValidationException:http://internal.amazon.com/coral/com.amazon.bedrock/
- Fri, 24 Apr 2026 20:49:39 GMT
x-amzn-RequestId:
- X-AMZN-REQUESTID-XXX
status:
code: 400
message: Bad Request
code: 200
message: OK
version: 1

2
lib/crewai/tests/llms/anthropic/test_anthropic.py
View File

@@ -975,7 +975,7 @@ def test_anthropic_agent_kickoff_structured_output_with_tools():
role="Calculator",
goal="Perform calculations using available tools",
backstory="You are a calculator assistant that uses tools to compute results.",
llm=LLM(model="anthropic/claude-3-5-haiku-20241022"),
llm=LLM(model="anthropic/claude-sonnet-4-6"),
tools=[add_numbers],
verbose=True,
)

2
lib/crewai/tests/llms/bedrock/test_bedrock.py
View File

@@ -952,7 +952,7 @@ def test_bedrock_agent_kickoff_structured_output_with_tools():
role="Calculator",
goal="Perform calculations using available tools",
backstory="You are a calculator assistant that uses tools to compute results.",
llm=LLM(model="bedrock/anthropic.claude-3-sonnet-20240229-v1:0"),
llm=LLM(model="bedrock/us.anthropic.claude-sonnet-4-6"),
tools=[add_numbers],
verbose=True,
)