Commit graph

291 commits

Author SHA1 Message Date
tin-berri
3ac79757f4
Merge pull request #41175 from BerriAI/litellm_team_member_auto_routers
feat(auto-router): allow opted-in team members to manage their routers
2026-09-15 11:19:58 -07:00
mateo-berri
1b040af414 test(router): type the retry-cap tests this PR adds or touches 2026-09-15 00:34:38 -07:00
mateo-berri
f80cb5cb46 fix(router): ignore planted request_retry_count seeds and cover the rust OCR cap path
The router clamps a negative request_retry_count found in request metadata before counting a failure, and the proxy strips a client-supplied request_retry_count with the other router-reserved metadata fields. The rust OCR lifecycle test that trips the per-request cap now plants request_retry_count instead of attempted_retries, which the cap no longer reads since the previous commit
2026-09-15 00:04:02 -07:00
Tin Chi Lo
109ca70f66 feat(auto-router): allow opted-in team members to manage their routers 2026-09-14 23:56:55 -07:00
mateo-berri
aaf924693a fix(router): count num_retries_per_request across fallback hops
num_retries_per_request has always capped the retries of one request with its fallback hops included. #40930 started reading the per-hop attempted_retries counter instead, and every fallback hop restarts that counter at zero, so a request could spend a fresh retry budget on each hop and the legacy fallback cap test started seeing the hop run.

Router.log_retry now also keeps request_retry_count on the request metadata, incremented on every retry and fallback hop and never truncated the way previous_models is, and max_retries_per_request_hit reads that count. The flat retry records, the litellm_metadata coverage and caps above four from #40930 stay as they are, and the legacy test goes back to its previous_models == 0 assertion.
2026-09-14 23:13:50 -07:00
Mateo Wang
d2859e18d7
Merge pull request #40988 from BerriAI/litellm_responses_stream_error_exception_mapping
fix(responses): route mid-stream error events through exception_type so content_policy_fallbacks fire
2026-09-14 18:36:20 -07:00
Yassin Kortam
e766277846
Merge pull request #40991 from BerriAI/litellm_team_model_cooldown_siblings
fix(router): cool down team deployments on 429 when a sibling serves the same public model
2026-09-14 14:57:07 -07:00
Yassin Kortam
97ddb9494e
Merge pull request #40930 from BerriAI/litellm_flat_retry_records
fix(router): record flat retry attempts and cap retries from attempted_retries
2026-09-14 13:37:10 -07:00
yassin
e41b3bd13f test(router): annotate return types of team cooldown test helpers
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-13 09:50:12 +00:00
yassin
e61b6bfd5f fix(router): classify pass-through cooldown against pass-through deployments only
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-13 09:48:35 +00:00
yassin
9080f0904a fix(router): ignore blocked siblings when checking team model cooldown alternatives
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-13 09:35:54 +00:00
yassin
10f411e60d fix(router): name the all-deployments-in-cooldown error on 429 responses
RouterRateLimitError now carries the model group's deployment ids so it
can tell when every deployment is cooled down, and exposes that as
type=all_deployments_in_cooldown with an explicit message. A partial
cooldown keeps type=rate_limit_error. Either way the proxy no longer
reports type=internal_server_error next to code 429

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-13 09:34:16 +00:00
yassin
d0a846c8be test(router): cover team_model_has_alternatives directly in the mapped router test
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-13 09:27:33 +00:00
mateo-berri
073d4fe2b0 fix(responses): route mid-stream error events through exception_type so content_policy_fallbacks fire
Mid-stream error events on the streaming Responses API were all raised as
APIError, so a content_policy_violation event never matched the router's
content-policy fallback dispatch and the client got the raw error instead
of the fallback model's answer. Map each error event's code and status
through the existing exception_type mapping, matching the non-streaming
path, and unwrap the typed ContentPolicyViolationError and
ContextWindowExceededError so the router routes them to the configured
content_policy_fallbacks and context_window_fallbacks.
2026-09-13 02:11:06 -07:00
yassin
5d0a6e3a78 Merge remote-tracking branch 'origin/main' into litellm_flat_retry_records 2026-09-13 04:24:08 +00:00
devin-ai-integration[bot]
8851148330
fix(router): preserve Azure Entra ID params in reusable credentials (#40889)
CredentialLiteLLMParams omitted tenant_id, client_id, client_secret,
azure_scope, azure_username and azure_password, so the strict dump used
by credential reuse and Azure client init dropped them and the reused
credential ended with no auth at all

Co-authored-by: yassin <yassin@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-12 21:13:45 -07:00
yassin
566da87771 test(router): expect the exact error per retry-cap case and drop explanatory docstrings
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-13 01:20:46 +00:00
yassin
555e321cf1 fix(router): record flat retry attempts and cap retries from attempted_retries
Router.log_retry used to copy the failed attempt's kwargs and metadata into
metadata.previous_models. Nothing downstream read those copies, but they carried
client credentials into spend logs and grew the payload on every retry. Each
attempt now leaves a flat record (model group, deployment id, exception type and
string, attempt number), which drops RETRY_BREADCRUMB_EXCLUDED_KWARGS and the
per-retry credential masking.

num_retries_per_request was enforced from len(previous_models), which only
looked at the metadata bucket and never exceeded four records. The sync and
async client wrappers and the Rust lifecycle guard now read attempted_retries
from whichever metadata bucket the call carries.

Resolves LIT-7505

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-13 01:05:51 +00:00
devin-ai-integration[bot]
dab7f6a86a
feat(proxy): expose complexity routing headers (#40792)
(cherry picked from commit c817faec7a)

Co-authored-by: Tin <tin@berri.ai>
Co-authored-by: Claude Code <noreply@anthropic.com>
2026-09-11 17:14:40 -07:00
devin-ai-integration[bot]
95b438013a
fix(router): fall back from unhealthy auto-router tier (#40757)
* fix(router): fall back from unhealthy auto-router tier

Co-Authored-By: Claude Code <noreply@anthropic.com>
(cherry picked from commit 00c7fd8376)

* fix(router): treat budget and tag exhaustion as a no-capacity verdict

The eligibility probe only read typed router errors as "nothing here can
serve this". Provider and deployment budget exhaustion, and tag routing
with no matching deployment, report it as a bare ValueError carrying a
RouterErrors marker, so the probe read a spent tier as live, skipped the
peer and default recovery, and failed the request.

---------

Co-authored-by: Tin Chi Lo <tin@berri.ai>
Co-authored-by: Claude Code <noreply@anthropic.com>
2026-09-11 11:51:55 -07:00
mateo-berri
07e8a9ba84 Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_redis_breaker_quiet_open 2026-09-10 15:21:19 -07:00
Mateo Wang
6b264815ac
Merge pull request #39296 from BerriAI/litellm_fix_v1_models_alias_resolution
fix(proxy): resolve /v1/models limits from the deployment, not the alias
2026-09-10 14:57:19 -07:00
mateo-berri
05f459d898 fix(redis): quiet every per-request Redis fallback while the breaker is open 2026-09-10 14:18:53 -07:00
devin-ai-integration[bot]
6c69dd0f72
perf(proxy): reuse cached model group and deployment info in budget reservation (#40593)
Profiling the sidecar-enabled gateway at 700 rps showed ~2.4% of all samples
in get_model_group_info called per request from budget reservation, plus
get_deployment_model_info for tiered pricing tables. Both are read-only lookups
over the model list, so serve them from the Router's lru caches and clear the
deployment cache alongside the group cache when the model list changes.

The deployment-info cache is a per-router lru_cache built in __init__ rather
than a class-level decorated method, so it does not pin Router instances in a
process-wide cache and is dropped with the router.

A price data reload replaces litellm.model_cost without touching model_list, so
the reload replay also clears both caches; otherwise reservation would keep
pricing against the old catalog until an unrelated model-list change.

Co-authored-by: yassin <yassin@berri.ai>
2026-09-10 11:22:46 -07:00
michelligabriele
93b15ed428
Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_fix_v1_models_alias_resolution 2026-09-10 13:26:18 +02:00
mateo-berri
a6681950e8 Merge branch 'litellm_internal_staging' into litellm_lit_7022_azure_ai_passthrough_config 2026-09-09 19:35:55 -07:00
tin-berri
2000642592
fix(router): resolve route candidate ids through the router's own resolver (#40491)
get_candidate_model_ids_for_route (added in #40280 for the encrypted-content affinity
check) reconstructed the candidate pool by unioning the model_name and team indexes with
pattern_router.route. That diverged from how the router actually resolves a route: it took
a union instead of the first matching path, and pattern_router.route only matches the
literal name, so a provider-qualified pattern (matched by get_deployments_by_pattern, which
retries the {provider}/{model} form) was missed and the default deployment was ignored.

For an affinity follow-up on a wildcard or team-public route, that mismatch could strip
encrypted reasoning on a same-group cooldown, or return a 503 on a real cross-path switch.

Delegate the non-model_name case to _try_early_resolve_deployments_for_model_not_in_names,
the same resolver _common_checks_available_deployment uses, so candidate membership follows
the router's real precedence. With include_team_models left off it stays read-only and does
not raise. Behavior for concrete model groups and routing groups is unchanged.


Claude-Session: https://claude.ai/code/session_01KAumQbhzk6jdWWHFLA8Jar

Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
2026-09-09 16:43:50 -07:00
mateo-berri
cc0c6087e3 chore: merge litellm_internal_staging into litellm_lit_7022_azure_ai_passthrough_config 2026-09-09 16:09:57 -07:00
tin-berri
eb45a088d3
fix(router): resolve team-scoped auto-routers by their public name (#40432)
A team-scoped auto-router is stored under an internal
model_name_{team_id}_{uuid} with the caller-facing name in
model_info.team_public_model_name, and the four pre-routing strategy
registries key on that internal name. A team key asks for the public name,
so the strategy lookup missed, the team early-resolve exit handed back the
marker deployment itself, and every call 400'd with "Unmapped LLM provider".

The strategy lookup now resolves the requested name through the same
team-first, then global, then admin-across-teams deployment resolution the
deployment path uses, and looks the registries up under the model_name of
whatever that resolves to. Both exits of _common_checks_available_deployment
drop strategy markers through one helper, so a marker-only resolution is
rejected as uncallable on every path. The request team id has one reader.

Resolves LIT-7363


Claude-Session: https://claude.ai/code/session_01NU97S7d2FUDDvTk59k53Wp

Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
2026-09-09 15:53:05 -07:00
mateo-berri
13745e89ac chore: merge litellm_internal_staging into litellm_lit_7022_azure_ai_passthrough_config 2026-09-09 15:36:06 -07:00
tin-berri
c82c9cbced
fix(router): strip encrypted reasoning on an auto-router tier change instead of a 503 (#40280)
A Responses API follow-up that replays reasoning.encrypted_content is pinned to the
deployment that minted it. Behind an auto-router the pre-routing hook rebinds the model
to the tier it picked before the candidate pool is built, so a turn that classifies into a
different tier never finds the origin and the affinity check raised its fail-fast 503,
whose text claims a cooldown that does not exist

When the deployment that minted the reasoning is not a member of the model group this turn
is routed to, strip the encrypted reasoning (keeping any readable summary, string or block
form) and dispatch to the routed group. Membership is tested by deployment id against the
candidate set the router itself resolved for the route (routing group, model_name, team,
and pattern alike), not by model-group name, so an alias, a provider-qualified spelling, a
team-public name, or a pattern route of the same group is not misread as a tier change.
An unknown origin (a removed deployment, or a forged/unauthenticated marker) is handled the
same as a cross-group one and its reasoning is stripped, so a real cross-group id and a
nonexistent id return the same response and cannot be used to enumerate deployment ids.
Unavailability within the origin's own group keeps the existing 429/503 fail-fast, so the
cooldown contract is unchanged

Resolves LIT-7195


Claude-Session: https://claude.ai/code/session_01KAumQbhzk6jdWWHFLA8Jar

Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
2026-09-09 11:04:11 -07:00
mateo-berri
4fa34accb8 Merge remote-tracking branch 'origin/litellm_internal_staging' into HEAD
# Conflicts:
#	litellm/litellm_core_utils/litellm_logging.py
2026-09-08 17:17:31 -07:00
devin-ai-integration[bot]
8ce4c05019
fix(router): move retry-policy retries off the refusing deployment on every router entrypoint (#40306)
Co-authored-by: yassin <yassin@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-08 15:54:11 -07:00
mateo-berri
2400f1befe Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_lit_4116_drop_params_string_coerce
# Conflicts:
#	tests/test_litellm/test_utils.py
2026-09-08 15:08:38 -07:00
devin-ai-integration[bot]
35451ecc7b
fix(router): keep deployment tags out of retry and fallback tag routing (#40226)
* fix(router): keep deployment tags out of retry and fallback tag routing

Deployment-level tags merged into request metadata for spend attribution were also read as caller tag constraints on later attempts, so a tag-filtered group re-narrowed to the deployment that just failed. Snapshot the caller's routing tags before the merge and have tag routing read that snapshot.

Resolves LIT-7113

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

* refactor(router): drop redundant comment in tag routing

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

* test(router): make tag retry regression deterministic and cover routing snapshot helper

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>
2026-09-08 21:15:36 +00:00
mateo-berri
1de369a1a4 fix(passthrough): bound azure relays to the key's model group and reject foreign deployment segments 2026-09-07 21:54:37 -07:00
mateo-berri
d594b9385e fix(drop_params): warn when a deployment or env drop_params value is not a flag
A deployment drop_params string that is not a flag value (a typo like ture) stayed silently off. The router now logs one warning per deployment. LITELLM_DROP_PARAMS and litellm_settings.drop_params share the same helper, so a non-flag value there warns as well instead of flipping silently from on to off
2026-09-07 21:05:01 -07:00
mateo-berri
6f99917b33 fix(router): rewrite multi-segment model groups as whole passthrough path segments 2026-09-07 17:57:54 -07:00
mateo-berri
614b151365 chore: merge origin/litellm_internal_staging into litellm_lit_7022_azure_ai_passthrough_config 2026-09-07 16:43:12 -07:00
mateo-berri
1a9611d1a0 Merge branch 'litellm_internal_staging' into litellm_lit_4116_drop_params_string_coerce
Resolve the conflicts in utils.py, types/router.py, and the tests, and collapse the 56 per-provider isinstance(drop_params, bool) gates to bool(drop_params) now that get_optional_params normalizes the flag once at the top
2026-09-07 16:20:36 -07:00
yucheng-berri
e04e5d7113
fix(router): keep provider response headers on streaming chat completions (#40091)
* fix(router): keep provider response headers on streaming chat completions

The Router re-wraps a deployment's CustomStreamWrapper in FallbackStreamWrapper
(and its sync twin) so a mid-stream failure can fail over. Neither wrapper
forwarded `_response_headers`, so every streaming chat completion handed the
proxy's callbacks and its response-header builder a wrapper with no provider
headers, and a successful mid-stream fallback still published the failed
deployment's identity, `x-request-id` and rate limit counters.

Forward `_response_headers` into both wrappers, repoint the wrapper at the
deployment that served the stream once a fallback takes over, and rebuild the
proxy's response headers from that deployment while `create_response` still has
the first chunk buffered.

* fix(router): follow a nested fallback to the deployment that served the stream

A fallback the router picks is itself a fallback-aware wrapper, and it only
repoints at its own fallback once it yields, so reading its hidden params at
selection time named a deployment that produced no output. Re-read them when
the first fallback item arrives, which is still before the proxy commits
response headers.

Also addresses review feedback: the streaming header builder reads self.data
instead of taking a coarse request_data parameter, and the new test recorder
local is Final.

* test(router): cover the fallback header adoption helper directly

The router_code_coverage gate wants every router.py function named in a
router test, and this also pins the weak-reference behavior: a wrapper
collected mid-stream must not break the generator still draining it.

* refactor(proxy): take a read-only mapping for the model-id lookup

_get_model_id_from_response only reads its request payload, so a Mapping
says what it needs and the two metadata hops are narrowed instead of
assumed to be dicts.

* test: drop mutable recorder locals and routine comments from the new tests

An AsyncMock await_count and an asyncio.Event say the same thing as a
list and a dict that the test mutates.

* chore(router): justify the two rebinds in the fallback loops

Both are the one-shot re-read that follows a nested fallback, so they get
the repo's rebind-ok note like the rest of the file.
2026-09-07 12:59:57 -07:00
Mateo Wang
1c7b13bdbf
Merge pull request #38755 from BerriAI/litellm_mistral_voxtral_tts_speech
feat(mistral): add text-to-speech support for /v1/audio/speech
2026-09-07 09:38:57 -07:00
mateo-berri
5825cc7593 chore: merge litellm_internal_staging into litellm_mistral_voxtral_tts_speech
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2026-09-06 03:24:55 -07:00
mateo-berri
a72041b757 test(router): pin the retry skip list across attempts in a model group 2026-09-06 01:03:32 -07:00
mateo-berri
0fcf0fe06c test(router): cover the retry skip-list narrowing helper
The router code coverage gate reads every function defined in router.py
and fails when no test file names it. _as_retry_skipped_deployment_ids
was only reached indirectly through the retry path, so the gate went red
on this PR's tip.

Test it directly instead: a tuple of strings survives, non-string items
inside the tuple are dropped, and every other shape a caller could send
narrows to an empty skip list.
2026-09-06 00:06:35 -07:00
mateo-berri
6866eac96f fix(router): ignore a retry skip list the caller sent itself
The retry skip travels as a request kwarg, and the router forwards keys it
does not recognize, so a client can put _retry_skipped_deployment_ids in its
own request body. The value went straight into a pydantic TypeAdapter and
then into a set(), so an int or an object raised TypeError and a string, a
list, or a dict raised a ValidationError, each of them replacing the 400 the
provider had actually returned.

Every read now goes through one narrowing function that keeps a tuple of
strings and skips nothing otherwise, so a forged value costs the caller
nothing beyond the retry landing on the same deployment again.
2026-09-05 23:53:36 -07:00
mateo-berri
ecf7e4e766 fix(router): keep the provider's error when the retry skip empties the group
Before excluding the deployment that just refused, the retry-skip guard asked
whether another one could still answer. It asked by re-running a single routing
filter, the order filter, while deployment selection also applies cooldowns, the
context-window pre-call check, tag routing, and routing plugins.

Any filter the guard did not replicate made it answer yes while the real pick was
left with nothing. A group narrowed to one deployment by tag routing turned the
provider's own 400 into a no-deployments 429.

The skip now runs where every filter has already been applied, and it keeps the
deployments untouched when skipping would leave none. The caller gets the
provider's error either way, and a group with one eligible deployment retries in
place as it did before.
2026-09-05 23:36:28 -07:00
mateo-berri
cb1ec76e46 fix(router): keep retry skips on the active order-fallback target
The retry-skip guard checks that some other deployment could still answer
before it excludes the one that just refused, so a single-deployment group
keeps the old retry-in-place behavior. It asked that question at the group's
minimum order, but the router picks the retry's deployment at the order the
request has already escalated to.

So a group with a primary at order 1 and a backup at order 2 answered "yes,
order 1 still has a candidate" while the retry was pinned to order 2, and the
exclusion left order 2 with nothing. The caller got a no-deployments error in
place of the provider's own 400.

The helper now takes the active target order and filters by it, which is the
same value async_get_healthy_deployments reads off the request.
2026-09-05 23:02:44 -07:00
mateo-berri
7c7810df42 fix(router): ignore non-integer status codes when picking retry skips
CI's router_code_coverage gate wants every function in router.py called by
name from a test file with "router" in its name, and the new helper had no
direct caller, so the check-quality job failed on the first tip.

Covering it directly also turned up a hole. litellm._should_retry compares
the status code to 500, so a provider exception carrying a string status code
raises TypeError instead of answering. should_retry_this_error has the same
call, but the retry policy path skips it, which is exactly the path this
change enables, so the helper was the first to touch that value. Narrowing to
int leaves those exceptions on the old retry-in-place behavior.
2026-09-05 22:43:15 -07:00
mateo-berri
2e2fce5e58 fix(router): skip the refusing deployment when retrying a non-transient error
BadRequestErrorRetries and ContentPolicyViolationErrorRetries did let a retry
happen, but the retry re-picked the deployment that had just refused, since a
400 never puts a deployment in cooldown. On a weighted model group the caller
got the same 400 back after every configured retry, and the existing 401/403
"retry on another deployment" rule broke the same way

A retry after a non-transient status now carries the deployments that already
answered this request in the per-request exclusion list weighted failover
already honors, so the next attempt lands on a sibling. Single-deployment
groups still retry in place, and 408/429/5xx retries are untouched

Adds live e2e coverage for reliability.retry.context_window.succeeds_within_retries
and renames the two litellm.utils deployment filters that are now called from
outside the module
2026-09-05 22:25:13 -07:00