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11 commits

Author SHA1 Message Date
yuneng-jiang
ce87c411bf
fix(tests): migrate realtime + rerank tests off shut-down upstream models (#28191)
* fix(tests): use gpt-realtime in realtime guardrails test

OpenAI shut down gpt-4o-realtime-preview-2024-12-17 on 2026-05-07, so
the live OpenAI realtime guardrails integration test now fails with
model_not_found (session.created never arrives, _wait_for_event times
out). Point OPENAI_REALTIME_URL at the current GA model, gpt-realtime.

Scope limited to this test: the pricing-catalog JSON keeps the retired
entries intentionally (historical cost calc + separate Azure timeline),
and the Azure realtime cost-calc test is unaffected.

* fix(tests): mock nvidia_nim rerank instead of hitting EOL'd endpoint

NVIDIA reached end-of-life for the hosted nvidia/llama-3.2-nv-rerankqa-1b-v2
rerank API on 2026-05-18 with no published replacement, so the live
BaseLLMRerankTest.test_basic_rerank for nvidia_nim now returns HTTP 410
("Gone"). NVIDIA's hosted catalog rotates on a schedule, so swapping in
another live model would only defer the failure.

Override test_basic_rerank in TestNvidiaNim to mock the sync/async HTTP
transport (same pattern as test_nvidia_nim_rerank_ranking_endpoint in this
file) and inject a fake NVIDIA_NIM_API_KEY via monkeypatch. The
request/response transformation and cost calculation stay covered offline.
Scope limited to nvidia_nim; other BaseLLMRerankTest providers untouched.

* fix(tests): migrate remaining realtime tests off shut-down gpt-4o-realtime-preview

OpenAI's 2026-05-07 shutdown removed the entire gpt-4o-realtime-preview
family, including the undated 'gpt-4o-realtime-preview' alias (not just the
dated snapshot fixed earlier). Three live tests still connected with the
dead alias and failed with messages_received=1 (an error event instead of
session.created):

- test_openai_realtime_simple.py: get_model() -> gpt-realtime (drives
  TestOpenAIRealtime.test_realtime_connection / test_realtime_with_query_params)
- test_openai_realtime.py: test_openai_realtime_direct_call_no_intent and
  test_openai_realtime_direct_call_with_intent -> openai/gpt-realtime
  (the with_intent test shares the same dead alias even though it was not
  in the failing set this run)

Mocked unit tests (test_realtime_query_params_construction,
test_realtime_query_params_use_normalized_model_name) are left as-is: they
never hit the network and assert string plumbing only.

Also fixes test_text_message_blocked_by_guardrail_no_ai_response, which now
connects (the earlier URL swap worked) but tripped a model-wording-brittle
assertion. The guardrail flow asks the model to voice the block message
verbatim; gpt-4o-realtime-preview complied (output contained 'blocked'),
gpt-realtime refuses verbatim-repeat instructions ('I'm sorry, but I can't
repeat that message.'). Since the original user message is blocked before
it reaches OpenAI, the refusal is still a safe outcome. Assertion #3 now
accepts both voicing and refusal, and adds a hard check that the blocked
phrase never leaks into AI output.
2026-05-18 15:41:51 -07:00
Cursor Agent
93300019bd
test(vcr): drop dead 'from respx import MockRouter' imports
These seven test files were on _RESPX_CONFLICTING_FILES, which made the
auto-marker skip them entirely. Inspecting the source shows the only
respx artifact is a top-level 'from respx import MockRouter' that no
test ever uses - no @pytest.mark.respx, no respx_mock fixture, no
respx.mock context manager. The import is dead code left over from a
previous mocking pattern.

Now that apply_vcr_auto_marker_to_items detects respx per-item via the
marker / fixture chain (b637d9f64a), the file-level skip is no longer
needed for these files - they were the reason the OpenAI tests
(test_o3_reasoning_effort, test_streaming_response[o1/o3-mini],
TestOpenAIO1::test_streaming, TestOpenAIChatCompletion::test_web_search,
TestOpenAIO3::test_web_search, etc.) ran live every CI build despite
the cassette cache being healthy.

Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>
2026-05-13 00:32:03 +00:00
Ishaan Jaffer
e8461b5b97
style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
Ishaan Jaffer
accebc49a2 TestNvidiaNim 2025-12-13 16:38:11 -08:00
Ishaan Jaff
601da4a3d1
[Feat] New model - add nvidia nim llama-3.2-nv-rerankqa-1b-v2 (#17670)
* fix get_nvidia_nim_rerank_config

* add NvidiaNimRankingConfig

* add get_nvidia_nim_rerank_config

* add test_nvidia_nim_rerank_ranking_endpoint

* add /ranking model provider support

* feat: add nvidia/llama-3.2-nv-rerankqa-1b-v2
2025-12-08 15:25:23 -08:00
Ishaan Jaff
efa782d6d2
[Feat] Add Nvidia NIM Rerank Support (#15152)
* feat: add NvidiaNimRerankConfig

* fix: NvidiaNimRerankConfig

* fix: NvidiaNimRerankConfig

* fix routing to nvidia nim

* docs nvidia nim rerank

* TestNvidiaNim

* nvidia nim rerank fixes

* fix rerank

* transform_rerank_response

* Usage with LiteLLM Proxy

* fixes linting

* NvidiaNimRerankConfig.DEFAULT_NIM_RERANK_API_BASE

* fix Custom API Base URL

* fix rerank base

* fix main.py

* fix transform

* fix linting

* map_cohere_rerank_params

* ruff fix

* linting fixes

* ruff fix
2025-10-02 18:58:52 -07:00
Ishaan Jaff
6de80a29cb
[Feat] Add tools support for Nvidia NIM (#10763)
* feat:: add tools support for nvidia nim

* fix: test_chat_completion_nvidia_nim_with_tools
2025-05-12 14:07:35 -07:00
Krish Dholakia
5d170162d3
fix(nvidia_nim/embed.py): add 'dimensions' support (#8302)
* fix(nvidia_nim/embed.py): add 'dimensions' support

Fixes https://github.com/BerriAI/litellm/issues/8238

* fix(proxy_Server.py): initialize router redis cache if setup on proxy

Fixes https://github.com/BerriAI/litellm/issues/6602

* test: add unit testing for new helper function
2025-02-07 16:19:32 -08:00
Krish Dholakia
859b47f08b
LiteLLM Minor Fixes & Improvements (11/29/2024) (#6965)
* fix(factory.py): ensure tool call converts image url

Fixes https://github.com/BerriAI/litellm/issues/6953

* fix(transformation.py): support mp4 + pdf url's for vertex ai

Fixes https://github.com/BerriAI/litellm/issues/6936

* fix(http_handler.py): mask gemini api key in error logs

Fixes https://github.com/BerriAI/litellm/issues/6963

* docs(prometheus.md): update prometheus FAQs

* feat(auth_checks.py): ensure specific model access > wildcard model access

if wildcard model is in access group, but specific model is not - deny access

* fix(auth_checks.py): handle auth checks for team based model access groups

handles scenario where model access group used for wildcard models

* fix(internal_user_endpoints.py): support adding guardrails on `/user/update`

Fixes https://github.com/BerriAI/litellm/issues/6942

* fix(key_management_endpoints.py): fix prepare_metadata_fields helper

* fix: fix tests

* build(requirements.txt): bump openai dep version

fixes proxies argument

* test: fix tests

* fix(http_handler.py): fix error message masking

* fix(bedrock_guardrails.py): pass in prepped data

* test: fix test

* test: fix nvidia nim test

* fix(http_handler.py): return original response headers

* fix: revert maskedhttpstatuserror

* test: update tests

* test: cleanup test

* fix(key_management_endpoints.py): fix metadata field update logic

* fix(key_management_endpoints.py): maintain initial order of guardrails in key update

* fix(key_management_endpoints.py): handle prepare metadata

* fix: fix linting errors

* fix: fix linting errors

* fix: fix linting errors

* fix: fix key management errors

* fix(key_management_endpoints.py): update metadata

* test: update test

* refactor: add more debug statements

* test: skip flaky test

* test: fix test

* fix: fix test

* fix: fix update metadata logic

* fix: fix test

* ci(config.yml): change db url for e2e ui testing
2024-12-01 05:24:11 -08:00
Ishaan Jaff
d92696a303
(feat) add nvidia nim embeddings (#6032)
* nvidia nim support embedding config

* add nvidia config in init

* nvidia nim embeddings

* docs nvidia nim embeddings

* docs embeddings on nvidia nim

* fix llm translation test
2024-10-03 17:12:14 +05:30
Ishaan Jaff
6b9b469686 testing - nvidia nim api use mock testing 2024-09-23 08:48:13 -07:00