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feat: add structured outputs and response_format support across providers (#4280)

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* feat: add response_format parameter to Azure and Gemini providers

* feat: add structured outputs support to Bedrock and Anthropic providers

* chore: bump anthropic dep

* fix: use beta structured output for new models
This commit is contained in:
Greyson LaLonde
2026-01-26 14:03:33 -05:00
committed by GitHub
parent a32de6bdac
commit 9797567342
7 changed files with 491 additions and 175 deletions
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16
lib/crewai/tests/cassettes/llms/anthropic/test_anthropic_async_with_response_model.yaml
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@@ -1,6 +1,8 @@
interactions:
- request:
body: '{"max_tokens":4096,"messages":[{"role":"user","content":"Say hello in French"}],"model":"claude-sonnet-4-0","stream":false,"tool_choice":{"type":"tool","name":"structured_output"},"tools":[{"name":"structured_output","description":"Returns structured data according to the schema","input_schema":{"description":"Response model for greeting test.","properties":{"greeting":{"title":"Greeting","type":"string"},"language":{"title":"Language","type":"string"}},"required":["greeting","language"],"title":"GreetingResponse","type":"object"}}]}'
body: '{"max_tokens":4096,"messages":[{"role":"user","content":"Say hello in French"}],"model":"claude-sonnet-4-0","stream":false,"tool_choice":{"type":"tool","name":"structured_output"},"tools":[{"name":"structured_output","description":"Output
the structured response","input_schema":{"type":"object","description":"Response
model for greeting test.","title":"GreetingResponse","properties":{"greeting":{"type":"string","title":"Greeting"},"language":{"type":"string","title":"Language"}},"additionalProperties":false,"required":["greeting","language"]}}]}'
headers:
User-Agent:
- X-USER-AGENT-XXX
@@ -13,7 +15,7 @@ interactions:
connection:
- keep-alive
content-length:
- '539'
- '551'
content-type:
- application/json
host:
@@ -29,7 +31,7 @@ interactions:
x-stainless-os:
- X-STAINLESS-OS-XXX
x-stainless-package-version:
- 0.75.0
- 0.76.0
x-stainless-retry-count:
- '0'
x-stainless-runtime:
@@ -42,7 +44,7 @@ interactions:
uri: https://api.anthropic.com/v1/messages
response:
body:
string: '{"model":"claude-sonnet-4-20250514","id":"msg_01XjvX2nCho1knuucbwwgCpw","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_019rfPRSDmBb7CyCTdGMv5rK","name":"structured_output","input":{"greeting":"Bonjour","language":"French"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":432,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":53,"service_tier":"standard"}}'
string: '{"model":"claude-sonnet-4-20250514","id":"msg_01CKTyVmak15L5oQ36mv4sL9","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_0174BYmn6xiSnUwVhFD8S7EW","name":"structured_output","input":{"greeting":"Bonjour","language":"French"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":436,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":53,"service_tier":"standard"}}'
headers:
CF-RAY:
- CF-RAY-XXX
@@ -51,7 +53,7 @@ interactions:
Content-Type:
- application/json
Date:
- Mon, 01 Dec 2025 11:19:38 GMT
- Mon, 26 Jan 2026 14:59:34 GMT
Server:
- cloudflare
Transfer-Encoding:
@@ -82,12 +84,10 @@ interactions:
- DYNAMIC
request-id:
- REQUEST-ID-XXX
retry-after:
- '24'
strict-transport-security:
- STS-XXX
x-envoy-upstream-service-time:
- '2101'
- '968'
status:
code: 200
message: OK