When the Responses API converts function_call and message output items
into chat completion messages, they can become two consecutive assistant
messages. The Bedrock Converse transformer merges these into one, but
the merge preserves input order — so if function_call came first, the
toolUse block ends up before the text block.
Claude models (Sonnet 4, Haiku 3.5+) reject this ordering with:
"tool_use ids were found without tool_result blocks immediately after"
Add _sort_bedrock_assistant_content_blocks() that reorders content
blocks within assistant messages: reasoningContent → text → toolUse.
Applied in both sync and async Bedrock Converse transformation paths.
Fixes#24361
Bedrock rejects requests when toolResult or toolUse blocks within a
single message contain duplicate IDs. The Converse message transformer
merges consecutive tool/assistant messages without checking for
duplicate toolUseId values, causing BedrockException errors.
Add _deduplicate_bedrock_content_blocks() — a generalized helper that
removes duplicate blocks by ID, logs a warning for each dropped
duplicate via verbose_logger, and preserves non-tool blocks (e.g.
cachePoint). Apply it at all four merge sites (sync/async × toolResult/
toolUse).
The Anthropic /messages path was fixed in PR #19324; this applies the
equivalent fix to the Bedrock Converse path.
Fixes#20048
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
* fix: Avoid attaching tool calls when a call_id already exists
* fix: Prevent MCP responses from reviving past tool calls via previous_response_id
* test: Parametrize MCP streaming test to cover OpenAI and Anthropic models
* test: Fail MCP streaming test when LiteLLM logs errors during follow-up calls
* test: Let MCP tool-execution mock accept new kwargs for streaming tests
* chore: fix lint error
* docs: Add Google Workload Identity Federation (WIF) documentation to Vertex AI (#19320)
- Added new section documenting WIF support for Vertex AI authentication
- Included SDK and Proxy configuration examples
- Added sample WIF credentials file format for AWS federation
- Mentioned LLM Credentials UI as an alternative for credential management
- Added link to Google Cloud WIF documentation
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
* fix(bedrock): deduplicate tool calls in assistant history (#15178)
* fix(types): add missing Set import to factory.py
---------
Co-authored-by: Yuta Saito <uc4w6c@bma.biglobe.ne.jp>
Co-authored-by: Krish Dholakia <krrishdholakia@gmail.com>
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: YutaSaito <36355491+uc4w6c@users.noreply.github.com>
