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litellm/tests/code_coverage_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
..
azure_client_usage_test.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
ban_constant_numbers.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
ban_copy_deepcopy_kwargs.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
bedrock_pricing.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
callback_manager_test.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
check_data_replace_usage.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
check_e2e_no_raw_requests.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
check_endpoint_coverage.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
check_fastuuid_usage.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
check_get_model_cost_key_performance.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
check_guardrail_apply_decorator.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
check_licenses.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
check_prisma_binary_cache.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
check_provider_folders_documented.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
check_spanattributes_value_usage.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
check_unsafe_enterprise_import.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
check_workflow_startup_safety.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
code_qa_check_tests.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
enforce_llms_folder_style.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
ensure_async_clients_test.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
info_log_check.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
liccheck.ini fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
license_cache.json fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
litellm_logging_code_coverage.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
memory_test.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
pass_through_code_coverage.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
prevent_key_leaks_in_exceptions.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
recursive_detector.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
router_code_coverage.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
router_enforce_line_length.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
test_aio_http_image_conversion.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
test_ban_set_verbose.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
test_chat_completion_imports.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
test_proxy_types_import.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
test_router_strategy_async.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30
user_api_key_auth_code_coverage.py fix(cohere): handle multimodal inputs in token counting and guardrails 2026-08-13 09:01:47 +05:30