fix: resolve AWS client SigV4 signing, forced SageMaker dep, and missing embed params #728
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…ing embed params - Fix SigV4 host header mismatch: update copied headers dict with correct host after URL rewrite, so AWSRequest signs with the Bedrock/SageMaker host instead of stale api.cohere.com - Add mode parameter to cohere_aws.Client to conditionally initialize boto3 clients (bedrock-runtime/bedrock vs sagemaker-runtime/sagemaker), avoiding forced SageMaker dependency for Bedrock users - Add output_dimension and embedding_types params to embed() for Embed v4 Closes #721 Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
![cursor[bot]](https://avatars.githubusercontent.com/in/1210556?s=60&v=4){kind=small}
Add skipped integration tests (gated by TEST_AWS) covering: - BedrockClientV2 embed with SigV4 signing (validates host header fix) - cohere_aws.Client in Bedrock mode (validates mode param fix) - embed() with output_dimension and embedding_types (validates v4 params) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Address review feedback: In Bedrock mode, `self._sess` was never set, so SageMaker-only methods would throw confusing AttributeErrors. Now: - Initialize `_sess=None` and `_endpoint_name=None` in Bedrock mode - Add `_require_sagemaker()` guard to connect_to_endpoint, create_endpoint, export_finetune, summarize, and delete_endpoint Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Fixes mypy attr-defined error in CI. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
These run in CI without AWS credentials, covering: - SigV4 signing uses correct host header after URL rewrite - Mode-conditional boto3 client initialization (sagemaker vs bedrock) - Default mode is SAGEMAKER for backwards compat - embed() accepts, passes, and strips output_dimension/embedding_types Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
| "input_type": input_type | ||
| "input_type": input_type, | ||
| "output_dimension": output_dimension, | ||
| "embedding_types": embedding_types, |
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Embed response parsing breaks with embedding_types parameter
Medium Severity
Adding embedding_types to the request parameters changes the Cohere API response format, but response parsing isn't updated. When embedding_types is specified, the API returns embeddings as a dict (e.g., {"float": [[...]], "int8": [[...]]}) with response_type: "embeddings_by_type", instead of a flat List[List[float]]. Both _bedrock_embed and _sagemaker_embed unconditionally pass response['embeddings'] to the Embeddings constructor, which expects a list. This causes len() and iteration on the returned Embeddings object to silently produce wrong results.
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Summary
headersdict passed toAWSRequestfor signing contained the staleapi.cohere.comhost instead of the rewritten Bedrock/SageMaker host, causing signature mismatch errors. Fixed by syncingheaders["host"]after the URL rewrite.cohere_aws.Client.__init__unconditionally created SageMaker boto3 clients and asagemaker.Session, even for Bedrock users. Added amodeparameter (defaultMode.SAGEMAKERfor backwards compat) that conditionally initializes the correct service clients (bedrock-runtime/bedrockvssagemaker-runtime/sagemaker). SageMaker-only methods (connect_to_endpoint,create_endpoint,export_finetune,summarize,delete_endpoint) now raise a clear error if called in Bedrock mode.output_dimensionandembedding_typesto theembed()method signature, included injson_params(stripped whenNoneby existing cleanup loop).Closes #721
Test plan
test_bedrock_client.py(gated byTEST_AWSenv var) covering BedrockClientV2 signing,cohere_aws.Clientin Bedrock mode, and embed with v4 params.fernignore(safe from Fern regeneration)TEST_AWS=1+ AWS credential env vars)🤖 Generated with Claude Code
Note
Medium Risk
Touches request signing and AWS client initialization paths, where regressions could break Bedrock/SageMaker calls at runtime. Test coverage was added, but changes affect core connectivity/auth behavior.
Overview
Fixes AWS SigV4 signing for
AwsClientV2by ensuring the host header used during signing is updated after rewriting requests to Bedrock/SageMaker endpoints.Updates
cohere_aws.Clientto support a newmode(defaultMode.SAGEMAKER) that conditionally initializes Bedrock vs SageMaker boto3 clients and gates SageMaker-only operations with a clear error when used in Bedrock mode.Extends
cohere_aws.Client.embed()to accept and forwardoutput_dimensionandembedding_types, and adds unit + gated integration tests covering the signing fix, mode initialization, and new embed params.Written by Cursor Bugbot for commit bae43fa. This will update automatically on new commits. Configure here.