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litellm/tests/test_litellm/llms
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mateo-berri 815fa0ff08 fix(anthropic_adapter): carry web search usage into /v1/messages cost breakdown 
For non-Anthropic models served over /v1/messages, the outer wrapper recomputes
cost over the adapter-translated Anthropic response dict. That dict dropped every
web search usage signal, so the recompute overwrote the correct cost breakdown
with a token-only one: x-litellm-response-cost-tool-usage read 0.0 and
x-litellm-response-cost-original excluded the search cost, while the total kept it.

The adapter now maps web search request counts (from Usage.server_tool_use or
Gemini's prompt_tokens_details) into usage.server_tool_use.web_search_requests,
matching the Anthropic API shape, and the Gemini web search cost calculator falls
back to server_tool_use when prompt_tokens_details carries no count. The shared
get_web_search_requests helper is now public since five modules consume it.

Resolves LIT-6288
2026-08-26 18:14:10 -07:00
..
a2a/chat fix(a2a): populate response usage in a2a chat transformation (#31980) 2026-07-03 09:28:36 +05:30
aiml/image_generation test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
amazon_nova/chat test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
anthropic fix(anthropic_adapter): carry web search usage into /v1/messages cost breakdown 2026-08-26 18:14:10 -07:00
apiserpent test: unwind environment writes in tests/test_litellm with monkeypatch (#37806) 2026-08-21 20:28:37 -07:00
azure refactor(azure/realtime): keep auth header build within lint budgets after merge 2026-08-25 17:32:21 +00:00
azure_ai Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_fix_model_router_spend_log_model 2026-08-25 10:55:53 -07:00
base_llm fix(exceptions): map upstream status codes for providers with no exception_type branch 2026-08-26 00:47:28 -07:00
baseten/chat style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
bedrock Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_pr36762_bedrock_cache_details 2026-08-26 12:45:15 -07:00
bedrock_mantle fix(model_prices): raise bedrock_mantle gpt-5.5 and gpt-5.4 max_input_tokens to Mantle's enforced 1050000 2026-08-26 10:42:00 -07:00
black_forest_labs test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
bytez/chat test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
cerebras fix(cerebras): add max_retries and extra_headers to get_supported_openai_params (#36601) 2026-08-25 14:10:56 -07:00
chat test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
chatgpt test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
cloudflare fix(cloudflare): route native Workers AI provider through OpenAI-compatible endpoint (#31053) 2026-06-23 12:09:11 -07:00
cohere test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
cometapi/chat test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
compactifai fix(exceptions): map upstream status codes for providers with no exception_type branch 2026-08-26 00:47:28 -07:00
crusoe test: unwind environment writes in tests/test_litellm with monkeypatch (#37806) 2026-08-21 20:28:37 -07:00
custom_httpx Merge pull request #38309 from BerriAI/litellm_azure_ai_unprocessable_retry_tests 2026-08-26 14:52:41 -07:00
dashscope test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
databricks test: separate gemini entries storing the promo rate from those storing list 2026-08-22 17:54:44 -07:00
datarobot test: unwind environment writes in tests/test_litellm with monkeypatch (#37806) 2026-08-21 20:28:37 -07:00
deepgram test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
deepinfra test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
deepseek fix: collapse image_url blocks whose payload lacks a url instead of forwarding them 2026-08-26 13:19:06 -07:00
docker_model_runner test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
elevenlabs test: avoid provider test module name collision 2026-04-29 22:36:57 -07:00
fal_ai test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
fastcrw/search chore(oss): litellm oss staging 150626 (#30463) 2026-06-16 12:06:41 -07:00
featherless_ai/chat test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
fireworks_ai fix(fireworks_ai): stop using the trace id as the session affinity key (#35754) 2026-08-26 18:33:56 -04:00
gdc/chat test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
gemini fix(anthropic_adapter): carry web search usage into /v1/messages cost breakdown 2026-08-26 18:14:10 -07:00
github_copilot test(realtime): pin mode-only transcription detection and correct a stale docstring 2026-08-26 12:33:46 -07:00
gradient_ai test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
groq fix: omit thinking.type=disabled for always-on thinking Claude models (#37510) 2026-08-21 10:27:26 -07:00
heroku style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
hosted_vllm fix(anthropic): stop signing replayed thinking blocks and strip reasoning_content 2026-08-22 14:27:20 -07:00
huggingface test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
inception test: unwind environment writes in tests/test_litellm with monkeypatch (#37806) 2026-08-21 20:28:37 -07:00
jina_ai/embedding test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
langflow fix(exceptions): map upstream status codes for providers with no exception_type branch 2026-08-26 00:47:28 -07:00
lemonade test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
litellm_proxy test: remove tests that never execute 2026-08-12 10:45:38 -07:00
llamafile/chat style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
lm_studio style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
manus test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
meta_llama test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
minimax fix(minimax): attach MINIMAX_API_KEY on anthropic messages requests 2026-08-26 12:19:37 -07:00
mistral test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
modelscope test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
moonshot test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
nebius test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
neosantara Litellm oss staging 050626 (#29774) 2026-06-05 13:51:51 -07:00
nimble/search feat(search): add Nimble as a search provider (#36347) 2026-08-14 17:09:58 -07:00
novita/chat test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
nscale/chat test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
nvidia_nim/rerank test: drop rerank package marker colliding with voyage test package 2026-08-11 23:37:27 -07:00
nvidia_riva test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
oci test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
ocr test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
ollama Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_ruff_dead_test_code 2026-08-24 09:46:56 -07:00
oobabooga/chat test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
openai Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_reasoning_effort_capability_v2 2026-08-25 09:28:55 -07:00
openai_like Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_scx_ai_provider 2026-08-21 17:27:49 +10:00
openrouter test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
ovhcloud test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
parallel_ai test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
parasail Litellm oss staging 080626 (#29932) 2026-06-08 13:49:52 -07:00
pass_through test: remove four mirror test files that exercise none of their module 2026-07-25 10:57:19 -07:00
perplexity test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
pg_vector/vector_stores test: require a match= on broad pytest.raises, and drop duplicate parametrize cases (#37769) 2026-08-20 20:24:49 -07:00
publicai test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
ragflow/chat test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
recraft test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
reducto Litellm oss staging 04 21 2026 2 (#26569) 2026-05-20 21:25:19 -07:00
runwayml fix(runwayml): skip progress scaling when Runway returns a null progress 2026-08-24 12:20:00 -07:00
s3_vectors Fix extra body error 2026-04-29 08:34:31 +05:30
sagemaker test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
sambanova
sap style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
scaleway Feature/add audio support for scaleway (#26110) 2026-04-20 14:49:41 -07:00
snowflake chore(oss): litellm oss staging 120626 (#30292) 2026-06-12 09:49:25 -07:00
soniox chore: litellm oss staging (#30745) 2026-06-18 13:55:35 -07:00
stability test: require a match= on broad pytest.raises, and drop duplicate parametrize cases (#37769) 2026-08-20 20:24:49 -07:00
tencent fix: omit thinking.type=disabled for always-on thinking Claude models (#37510) 2026-08-21 10:27:26 -07:00
tinyfish test: require a match= on broad pytest.raises, and drop duplicate parametrize cases (#37769) 2026-08-20 20:24:49 -07:00
together_ai/chat Merge branch 'litellm_internal_staging' of https://github.com/BerriAI/litellm into litellm_together_structured_outputs 2026-08-25 18:05:53 -07:00
valkey/vector_stores feat(vector_stores): add Valkey as a managed vector store provider (#37002) 2026-08-18 21:45:22 +00:00
vercel_ai_gateway test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
vertex_ai Merge branch 'litellm_internal_staging' of https://github.com/BerriAI/litellm into litellm_gemini_maps_grounding_cost 2026-08-26 16:27:40 -07:00
volcengine test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
voyage test: require a match= on broad pytest.raises, and drop duplicate parametrize cases (#37769) 2026-08-20 20:24:49 -07:00
wandb test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
watsonx Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_ruff_dead_test_code 2026-08-24 09:46:56 -07:00
xai test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
you_com test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
zai test: stop the zai tests from leaking env and litellm globals into the session (#37834) 2026-08-21 22:10:34 -07:00
test_cache_control_and_reasoning.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_file_content_block.py Litellm oss staging (#28161) 2026-05-18 16:27:44 -07:00
test_file_search_responses.py fix(tests): use canonical litellm_enterprise import path (#27699) 2026-05-12 12:32:57 -07:00
test_lifecycle_fix.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_polling_url_origin_match.py chore(security): close two unaddressed SSRF cases 2026-05-01 18:43:47 +00:00
test_predibase_transformation.py refactor(predibase): migrate transform_request and transform_response… (#25249) 2026-04-27 08:58:22 +05:30