Commit graph

142 commits

Author SHA1 Message Date
Tin Chi Lo
ed40241d26 fix(proxy): estimate auto-router baseline costs from durable cache history 2026-09-19 12:44:47 -07:00
mateo-berri
fb76b67e78 Merge remote-tracking branch 'origin/main' into litellm_mistral_ocr_batches
# Conflicts:
#	litellm/batches/batch_utils.py
2026-09-18 21:51:33 -07:00
Mateo Wang
faed57f92c
Merge pull request #41918 from BerriAI/litellm_websearch_followup_api_base
fix(websearch): forward the deployment api_base to agentic follow-up calls on /v1/messages
2026-09-18 21:41:41 -07:00
mubashir1osmani
8cf2606e2d fix(batches): mask pre-signed request auth headers before raw-request logging
A pre-signed batch/file request (Mistral, Bedrock) carries its auth header
inside the transformed request body, which pre_call logs verbatim into
raw_request_typed_dict and raw-request callbacks, leaking the provider key.
Mask the nested headers channel before handing the request to pre_call.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-09-18 22:50:19 -04:00
mateo-berri
b1b7af884a fix(websearch): forward the deployment api_base to agentic follow-up calls on /v1/messages 2026-09-18 18:19:48 -07:00
mateo-berri
17c519c40a test(custom_httpx): pass the token resolver and two-argument client factory in the realtime bridge test 2026-09-18 18:09:33 -07:00
mateo-berri
e82d15a3aa feat(vertex_ai): stream Chirp speech-to-text over /v1/realtime
Bridge OpenAI Realtime transcription sessions on vertex_ai/chirp_* models to
Google Speech-to-Text v2 StreamingRecognize over gRPC, so partial and final
transcripts stream back while audio is still being sent. Interim results become
delta events, finals become completed events carrying billed seconds, the gRPC
stream rotates at 240 s under Google's five-minute cap with billed time chained
across rotations, and audio is split into 25 KB requests.

The OpenAI transcription protocol helpers move into a shared module that Meta
Muse now uses too, google-cloud-speech ships behind a new stt-vertex-chirp extra
bundled into the proxy runtime, and the cost map lists /v1/realtime for chirp_3.
2026-09-17 17:57:40 -07:00
Yujong Lee
c635399f6e merge: origin/main into litellm_rust_bridge_declarative_route_catalog
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-16 22:54:51 +00:00
Yassin Kortam
c4a9341ef6
Merge pull request #34829 from max-sixty/bugfix/http-handler-del-closes-streaming-client
fix(http_handler): keep a handler alive while a response it issued is still reading
2026-09-16 13:39:04 -07:00
Yujong Lee
803baead7a refactor(rust_bridge): keep every route but OCR and Bedrock transcription on Python
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-16 20:12:04 +00:00
Devin AI
fd2fb4c44e fix(http): address review on outbound HTTP/2
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-15 18:25:26 +00:00
Devin AI
a426df108a feat(http): opt-in outbound HTTP/2 for httpx clients
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-15 17:54:03 +00:00
Maximilian Roos
8dd20af4c9
Merge branch 'litellm_internal_staging' into bugfix/http-handler-del-closes-streaming-client 2026-09-11 18:11:10 -07:00
yuneng-jiang
d51a7af655
fix(search): propagate GET provider HTTP errors (#40779) 2026-09-11 14:07:32 -07:00
Joshua Valluru
da1dfcdb24 refactor(mcp): reuse the shared HTTP handler for bounded probes 2026-09-10 19:59:07 -07:00
Yinon Kahta
0b898b47ca fix(http_handler): let put opt out of following redirects
get and post already take follow_redirects. put built the request and sent it
with the client default, so a caller uploading to a URL it did not choose had
no way to refuse a redirect. Same plumbing as the other two methods.
2026-09-10 14:02:35 +03:00
mateo-berri
3dcc09b26c fix(bedrock): keep the signing pool to AWS configs on the async-transform path
The async-transform path in the shared handler sent every provider's sign_and_log to the AWS pool, so Ollama, Snowflake, and watsonx queued behind Bedrock refreshes there. Only SignsRequestsWithAWS configs take run_aws_signing now, the rest keep the default-executor hop they had. The executor isolation test also runs on its own loop instead of pinning a one-thread default executor on the session-scoped pytest loop
2026-09-09 19:16:11 -07:00
mateo-berri
e27a549aa9 test(bedrock): type the probe credential overrides 2026-09-09 16:14:00 -07:00
mateo-berri
6bfcfdbc50 Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_bedrock_sign_request_off_loop
# Conflicts:
#	tests/test_litellm/llms/custom_httpx/test_llm_http_handler.py
2026-09-08 12:45:27 -07:00
yujonglee
35d1d40a67
fix(ocr): run post-call logging hooks (#40154) 2026-09-08 12:07:25 -07:00
mateo-berri
89c3a8216b fix(bedrock): sign requests off the event loop on every async path
SigV4 signing resolves AWS credentials, and botocore refreshes expiring
credentials inside that signing with a blocking HTTP call. Every async
Bedrock path that still signed on the event loop (/v1/messages, Converse,
count tokens, the agent-runtime and Comprehend Medical pass-throughs,
async-invoke status polling, realtime, AgentCore, SQS, S3) now signs on a
worker thread, so one Bedrock request no longer stalls the whole worker.

Fixes #40165
2026-09-08 11:54:43 -07:00
Maximilian Roos
ffa08e16d6
test(http_handler): parametrize the anchor tests over every streaming send
post was the only method the mock-transport tests reached, leaving the anchor
in async delete and in sync patch/put/delete uncovered in the tree Codecov
measures. Parametrizing also means a method added later is covered here rather
than being the one that forgets to anchor.
2026-09-07 23:02:02 -07:00
Maximilian Roos
6e6ab5c0eb
test(http_handler): cover the anchor in the tree Codecov measures
tests/local_testing runs on CircleCI, which does not feed the patch-coverage
check, so the anchor read as half-uncovered. These three drive it over a mock
transport, which is enough for the lifetime contract even though it cannot
reproduce the teardown the loopback tests exist for.
2026-09-07 22:38:32 -07:00
Mateo Wang
9700f666d0
Merge pull request #39839 from BerriAI/litellm_async_remote_image_fetch
fix(async): move remote image fetches off the event loop for Snowflake, Bedrock invoke Claude, Mantle and Gemini
2026-09-07 10:55:04 -07:00
yujonglee
217cb12623
refactor(rust): remove per-request enablement arguments (#39928)
* refactor(rust): remove per-request enablement arguments

* fix(rust): remove ignored transcription enablement

* refactor(rust): remove OCR-specific bridge controls
2026-09-07 10:43:45 -07:00
mateo-berri
0ee3bec046 fix(image_edit): await an async transform hook and hide the URL policy verdict from callers
The image edit handler now awaits BaseImageEditConfig.async_transform_image_edit_request, and
Black Forest Labs overrides it so URL images and masks download through async_safe_get instead of
the blocking safe_get on the event loop. Rejected image fetches raise a fixed policy message with
the user_url_allowed_hosts hint rather than echoing the resolver's verdict (resolved IP, DNS
failure) back to the caller. The test fixture also fails any request-path call of the sync
convert_url_to_base64 so a regression cannot pass unnoticed.
2026-09-04 23:20:21 -07:00
mateo-berri
f09992b730 fix(image_handling): keep DNS, signing, and Vertex Gemini fetches off the event loop
The SSRF check in async_safe_get resolved DNS on the event loop and a blocked
address was retried three times; validate_url now runs in a thread and an
SSRFError fails the fetch on the first attempt in both fetchers. The shared
HTTP handler signed the request and ran pre_call logging on the loop after an
async transform; both now run in a thread. Vertex AI Gemini still fetched
http:// images and https images without an inferrable mime type with the sync
converter inside its async body builder; the walker takes a should_inline
predicate and Vertex AI inlines exactly those URLs, leaving https images with a
known mime type and Files API refs to Google. When one download fails the
other in-flight downloads for that request are now cancelled instead of
finishing in the background
2026-09-04 20:54:40 -07:00
mateo-berri
199b44a475 fix(async): move remote image fetches off the event loop for Snowflake, Bedrock invoke Claude, Mantle and Gemini 2026-09-04 17:48:56 -07:00
mateo-berri
872e115295 fix(containers): pass upstream error status through and forward list pagination params
The container retrieve, list, delete, create and file routes validated the
provider's error body against the success model, so a deleted or unknown
container and a rejected API key surfaced as 500 pydantic errors instead of
the upstream 404 or 401. The handlers now raise the provider error class with
the upstream status and message before transforming the response.

GET /v1/containers dropped after, limit and order before calling the
provider, and GET /v1/containers/{id}/files dropped the same three, so
paginated list calls ignored their pagination arguments. Both routes now
forward their declared query params.
2026-09-02 18:46:00 -07:00
devin-ai-integration[bot]
5ad330f620
fix(http_handler): honor HTTP(S)_PROXY / NO_PROXY when force_ipv4 uses the httpx transport (#39443)
* fix(http_handler): honor HTTP(S)_PROXY / NO_PROXY when force_ipv4 uses the httpx transport

Passing an explicit transport to httpx.AsyncClient / httpx.Client disables its
automatic environment proxy mounts, so force_ipv4 on the httpx path sent every
LLM request direct and silently bypassed HTTPS_PROXY. Mount the same env-derived
proxy transports next to the IPv4-pinned direct transport in AsyncHTTPHandler,
HTTPHandler and the OpenAI async client factory.

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(http_handler): carry the client's TLS verify and cert settings onto env proxy mounts

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: yassin <yassin@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-02 17:30:46 -07:00
mateo-berri
db909620fb Merge remote-tracking branch 'origin/litellm_internal_staging' into devin_ai_lit5443_mantle_chat_aws_creds
Resolves the conflicts in llm_http_handler.py and its test file, and replaces
the mantle test that patched BaseAWSLLM.get_credentials at class level with
one that injects the signer into BedrockMantleChatConfig, which the
test-quality gate's ratcheted TQ008 ceiling on staging now requires
2026-09-02 10:52:27 -07:00
devin-ai-integration[bot]
c001975152
fix(aiohttp_transport): map transport-internal CancelledError to a retryable ConnectError (#39240)
aiohttp shields its DNS resolution task; when the connector closes it cancels
that child, so the request task sees CancelledError without ever being
cancelled itself. map_aiohttp_exceptions() only caught Exception, so the
BaseException skipped transport mapping, router retries and proxy error
handling, and /v1/responses answered 500 "No response returned".

Catch CancelledError in the mapper, re-raise when the current task is really
being cancelled (Task.cancelling() > 0), and otherwise map it to
httpx.ConnectError so the usual retry, fallback and error mapping apply.

Co-authored-by: yassin <yassin@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-01 17:55:47 -07:00
yucheng-berri
d44d281d1d
fix(proxy): emit timing headers and overhead for /v1/messages and /v1/responses (#38840) 2026-08-29 18:11:58 -07:00
mateo-berri
5d8eb049b5 fix(transcription): drop words from srt/vtt replies when synthesis falls back 2026-08-27 13:36:31 -07:00
mateo-berri
5b80fb0fc0 fix(transcription): synthesize srt/vtt output for adapters without native subtitle formats
Extract the Soniox SRT/VTT cue grouping and rendering into a shared
litellm_core_utils/audio_utils/subtitle_utils module, have Gemini
transcription request word timestamps whenever response_format is srt or
vtt, and let the http handler rewrite the response text into the
synthesized subtitle document (dropping the internally requested words
array) for any provider config that opts in via
supports_subtitle_synthesis
2026-08-27 12:30:13 -07:00
yuneng-jiang
4148cf7d7d
Merge pull request #38309 from BerriAI/litellm_azure_ai_unprocessable_retry_tests
test(azure-ai): pin the 422 retry that drops the field the provider rejected
2026-08-26 14:52:41 -07:00
mateo-berri
f0412345b5 fix(aiohttp): honor global ssl_verify on the aiohttp_openai handler path 2026-08-26 13:24:36 -07:00
Yuneng Jiang
be4a79710d
test(azure-ai): match the exact route the provider is called on
The fixture was matched by host alone, so it answered any method and path and
the tests would have stayed green if the request went somewhere else. It now
matches POST on the Foundry route, and asserts the route was called.

Worth pinning on its own: the real path carries a /models prefix, which the
first attempt at this got wrong, so the match now also holds the routing in
place rather than only the retry.
2026-08-25 23:43:11 -07:00
Yuneng Jiang
8a61263ab4
test(azure-ai): build each retry test its own tool payload
The source drops the rejected field in place, so a payload shared across
tests could in principle be consumed by whichever case ran first. It does
not happen today, because the request is copied before the transform runs,
and the cases pass in reverse and async-first order alike. Building the
payload per call costs nothing and keeps that true if the copy ever goes.
2026-08-25 23:38:22 -07:00
Yuneng Jiang
ea7a5d6709
test(azure-ai): pin the 422 retry that drops the field the provider rejected
Azure AI is the only provider that retries a 422 inside the translation
layer: when the endpoint rejects a field, litellm drops that field and sends
the request again, up to twice. That is the difference between a customer's
tool call working and coming back as a hard 400, and none of it was covered.
The retry loop in llm_http_handler.py is 13,419 lines of source against a
0.20 test-to-source ratio, and nothing exercised this path at all.

Drives real litellm.completion and litellm.acompletion calls against a
recorded Azure AI endpoint, so the assertions read the bytes that actually
went over the wire rather than a mock's call list. Nothing internal is
patched: respx fakes the HTTP boundary and the provider config, retry loop
and serialization are all the real ones.

Pins:
- a tool field the endpoint rejects is dropped and the call retried, and the
  caller gets a normal completion
- the retry changes only the field the provider named
- a provider that keeps rejecting stops after exactly two attempts
- a rejection the provider cannot fix is not retried at all
- an extra input outside a tool is retried only when drop_params was asked for

Mutating the source confirms these bite: raising the retry cap from 2 to 3,
and making the tool-level field check always return False, each turn the
suite red.

The async cases pin the transport to httpx, because the aiohttp default
carries its own transport that an httpx-level fake cannot intercept. Without
that the two async tests reached the real Azure endpoint and failed on a 401.
2026-08-25 23:30:49 -07:00
Mateo Wang
d0c527f3bb
Merge pull request #36245 from BerriAI/litellm_fix_headroom_stream_leak
fix(anthropic): buffer streamed responses carrying server-fulfilled tools so retrieval tool calls never reach the client
2026-08-25 17:48:31 -07:00
mateo-berri
4ab654cbc5 merge: litellm_internal_staging into litellm_fix_headroom_stream_leak 2026-08-25 16:04:33 -07:00
devin-ai-integration[bot]
bb22742025
fix(rerank): emit latency and cost headers on /rerank (#35419)
* fix(rerank): emit latency and cost headers on /rerank

Thread the logging object into the rerank httpx calls and pass hidden_params through to get_custom_headers, so x-litellm-overhead-duration-ms, x-litellm-response-duration-ms, x-litellm-response-cost, x-litellm-call-id and the LITELLM_DETAILED_TIMING x-litellm-timing-* headers show up on rerank like they do on chat completions

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(rerank): keep zero response cost in the /rerank cost header

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* ci: assign the new rerank endpoint tests to the proxy-endpoints shard

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test: suppress TQ008 on the rerank header tests with reasons

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: milan <milan@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: yassin <yassin@berri.ai>
2026-08-25 15:54:25 -07:00
Anmol Jaiswal
bb27bfd9a7
fix(http_handler): dispose aiohttp session when AsyncHTTPHandler is finalized without a running loop (#36670)
* fix(http_handler): dispose aiohttp session when finalized without a running loop

AsyncHTTPHandler.__del__ can only schedule an async close when a running
event loop exists at finalization time; in any other context (worker
threads whose loop has closed, sync contexts, interpreter shutdown) the
RuntimeError from get_running_loop() is swallowed and the underlying
aiohttp ClientSession is abandoned to GC, emitting 'Unclosed client
session' / 'Unclosed connector' warnings.

This is the disposal gap left after the recycle-time fix: clients created
for short-lived event loops (the loop-id-keyed LLM client cache mints one
handler per loop) are never recycled - they live and die with their loop,
and their finalization is precisely the loop-less case.

Fix:
- no running loop: fall back to the connector's synchronous teardown via
  LiteLLMAiohttpTransport._mark_connector_closed - the same finalizer-safe
  path used for dead-loop recycles - honoring _owns_session so a shared
  session is never closed.
- running loop: keep the async close, but hold a strong reference to the
  scheduled task until it completes (a bare create_task() result may be
  collected before running), mirroring _background_close_tasks.

Tests: loop-less finalization closes a dead-loop session; running-loop
finalization registers and drains the close task; the sync fallback
respects session ownership. All three fail without the fix.

* lint: conform new finalizer code to the type-discipline budget

Final on the five never-rebound locals (LIT010); the class-level task
registry keeps its mutable set with the sanctioned mutable-ok reason,
mirroring the aiohttp transport's registry (LIT001).

* lint: reasoned pyright ignore on the cross-class teardown call

The handler deliberately reuses the transport's finalizer-safe connector
teardown; no public seam exists and an async close can never run at
loop-less finalization. Clears the net-new reportPrivateUsage the
basedpyright budget gate flagged once the LIT stage passed.

* fix(http_handler): retrieve exceptions from finalizer close tasks

A bare discard done-callback dropped the task without consuming its
exception, so a failing aclose() emitted "Task exception was never
retrieved" at GC, the same noise class this path exists to remove.
Mirror the transport's _on_close_task_done: discard, early-return on
cancellation, retrieve and debug-log the exception.

* fix(http_handler): dispose foreign-loop sessions instead of scheduling aclose on the live loop

GC on a live loop (e.g. the app's) of a handler whose session belongs to
another, possibly dead, loop scheduled aclose() on the current loop, the
cross-loop path the transport refuses. Route both that case and the
loop-less case through the transport's lifecycle-aware
_close_recycled_session, which picks async close on the session's own
loop, threadsafe handoff, or the synchronous connector teardown.

Regression test: a dead-loop session collected while another loop runs
is disposed without scheduling anything on that loop.

* chore: retrigger CI (test_mcp_logging payload-order flake, also failed on litellm_spendlogs_fallback_metadata minutes earlier)

* test(mcp): select the MCP tool-call payload instead of the last-delivered one

TestMCPLogger kept a single last-writer slot; an async success event from
another call (a mocked acompletion whose log task lands late) races the
MCP event for it, so the cost assertions intermittently read the wrong
payload. This PR's finalizer change shifts task interleaving on the loop
and tips that latent race over (also seen on an unrelated PR minutes
earlier). Collect call_type=call_mcp_tool payloads in their own list and
assert on those.

* test(mcp): MCPLoggerHook inherits the order-independent payload capture

It duplicated TestMCPLogger's init and success handler verbatim; the
hook test reads the same MCP payload selection, so subclass instead.
2026-08-25 08:12:10 -07:00
mateo-berri
51ab4c7486 test(videos): lock AzureVideoConfig inherited file-less multipart behavior
AzureVideoConfig subclasses OpenAIVideoConfig and so inherits the new
use_multipart_form_data() -> True. Azure's /openai/v1/videos surface is
OpenAI-SDK-compatible, so the JSON->multipart flip is intentional; assert it
through the real handler so the inherited behavior can't silently regress.
2026-08-24 11:54:29 -07:00
mateo-berri
3337a0a01f fix: match OpenAI SDK wire format on image/video routes (#36493)
POST /v1/videos without an input_reference file now goes out as
multipart/form-data the way the OpenAI SDK always sends it, instead of a
JSON body that OpenAI-compatible backends (SGLang Diffusion, vLLM-Omni)
reject; gemini, vertex, and runwayml keep their JSON bodies

/v1/images/edits on the openai/azure/openai-compatible path now forwards
unknown provider params (e.g. seed) and honors extra_body, matching
/v1/images/generations, and aimage_edit forwards
extra_headers/extra_query/extra_body instead of dropping them

Generic pass-through no longer downgrades a file-less multipart form to
application/x-www-form-urlencoded
2026-08-24 11:08:21 -07:00
yuneng-jiang
6a0d03914c
test: drop the cwd-relative sys.path.insert calls from the test suite (#37802)
* test: drop the cwd-relative sys.path.insert calls from the test suite

TQ003 stands at 1,077 across 1,058 files, and 1,015 of them are the same shape:
sys.path.insert(0, os.path.abspath("../..")) and its deeper siblings. The
argument resolves against the working directory rather than the file, so from
the repo root, where every job runs pytest, it inserts the directory two levels
above the checkout. It has never pointed at litellm. The package is installed
into the environment anyway, which is what actually makes the import work, and
what the rule's message has said all along.

Removing them leaves 1,634 imports of sys and os with no remaining reference,
and those go too, except where another test module imports the name back out of
the file. The rest of TQ003 is 62 call sites that resolve against __file__ or a
variable, which are a different question and are left alone.

Collection is identical either way: 45,871 tests and the same 51 pre-existing
collection errors before and after, and ruff reports no new undefined name.

* test: drop the duplicate imports the sys.path sweep exposed to F811

* test(pre-call-utils): restore the os import the new bedrock tests need
2026-08-22 09:25:58 -07:00
yuneng-jiang
ce1321466b
test(http-handler): drop the save/restore scaffolding around litellm globals (#37839)
Nine tests in test_http_handler.py captured litellm.disable_aiohttp_transport,
force_ipv4, ssl_ecdh_curve or the request_timeout pair, wrapped their whole body
in a try, and put the value back in a finally. monkeypatch.setattr does all of
that, so the captures, the try and the finally go away and the bodies lose a
level of indentation. The class-scoped restore_request_timeout fixture existed
only for that same bookkeeping and goes with them.

litellm.in_memory_llm_clients_cache is left alone on purpose: the eviction tests
assert a handler is garbage collected, and monkeypatch holds the replaced value
alive until teardown, which keeps the weakref they check from clearing.
2026-08-21 22:32:24 -07:00
yuneng-jiang
f88421bb43
test(llm_http_handler): pin the websocket and callback gates the request path branches on (#37814)
The Responses WebSocket path, the pre-call deployment hook and the
per-frame project quota hook are all selected by small predicates that
nothing asserted directly. Mutating those four decisions left 4 of 6
mutants alive against the mapped test file.

Cover them at the boundary: the rust WebSocket path needs both the
openai provider and the rust flag, a plain CustomLogger must not
advertise a pre-call deployment hook while an overriding or inheriting
one must, and only callbacks that actually expose a callable
enforce_project_io_token_quota_for_frame reach the WebSocket loop.

Kill rate on those four decisions goes 2/6 -> 6/6; the file goes 66 -> 75
passing.
2026-08-21 20:15:42 -07:00
Devin AI
58c4fa6ae9 chore: merge litellm_internal_staging into litellm_forward_bedrock_response_headers
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-08-21 02:51:04 +00:00