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litellm/tests/litellm_utils_tests
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jaideeppyne ab78459097 fix(cohere): handle multimodal inputs in token counting and guardrails 
Response transformation crashed with TypeError when counting tokens for
multimodal (dict-shaped) embedding inputs, since encoding.encode() was
called directly on the dict instead of its text parts. Also removed a
dead, equally-buggy duplicate of the same loop in _transform_response.

Separately, the embeddings guardrail handler silently skipped multimodal
dict inputs instead of scanning them, letting prohibited text/image
content bypass the configured guardrail. It now extracts and scans the
text parts while leaving image parts untouched.
2026-08-13 09:01:47 +05:30
..
base_token_counter_test.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
conftest.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
log.txt fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
test_aiohttp_handler.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
test_anthropic_token_counter.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
test_aws_secret_manager.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
test_azure_ai_anthropic_token_counter.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
test_bedrock_token_counter.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
test_cyberark.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
test_get_secret.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
test_hashicorp.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
test_health_check.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
test_litellm_overhead.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
test_logging_callback_manager.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
test_proxy_budget_reset.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
test_secret_manager.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
test_utils.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
test_validate_tool_choice.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
vertex_key.json fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30