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3135 commits

Author SHA1 Message Date
devin-ai-integration[bot]
a40206992e
fix(passthrough): stop classifying plain 'predict'/'search' paths as Vertex (#33658)
Co-authored-by: yucheng <yucheng@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-07-17 19:20:00 -07:00
yuneng-jiang
a4c9571181
test(proxy): make streaming-cancel mocks awaitable for the disconnect slot release (#33802)
PR #33736 made the shielded streaming cleanup await
proxy_logging_obj._arelease_max_parallel_requests_on_disconnect on the
client-disconnect path. The four streaming cancel and disconnect tests in
test_budget_reservation.py drive the generator with a bare MagicMock as
proxy_logging_obj, so the cleanup crashed with TypeError: object MagicMock
can't be used in 'await' expression, breaking proxy-infra CI on every PR

Give the mocks an AsyncMock for the release method and assert it is awaited
exactly once on each disconnect path, pinning the single-owner slot release
contract that PR #33736 introduced without test coverage
2026-07-18 01:50:20 +00:00
yuneng-jiang
04a5ebb94d
chore(ci): merge oss branch (#33784)
* fix(embeddings): accept encoding_format='float' for vertex_ai/gemini embeddings (#33617)

OpenAI SDKs (and litellm's own client since ~1.84) send
encoding_format='float' by default, but the vertex embedding config only
supports ['dimensions'], so get_optional_params_embeddings raised
UnsupportedParamsError at the provider default value. Any
OpenAI-compatible client talking to a litellm proxy with vertex
embedding models got a 400 unless the operator set proxy-wide
drop_params: true.

Float lists are exactly what the vertex API returns, so the param is a
no-op: pop it before validation. Other values (e.g. 'base64') keep the
existing unsupported-param behavior (dropped with drop_params, raise
otherwise).

Fixes #33173

Co-authored-by: Mihidum Hettiyahandi <55163074+mihidumh@users.noreply.github.com>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* feat(guardrails): add Singulr guardrail integration for LiteLLM gateway (#31302)

* singulr guardrail support for litellm gateway

* Update litellm/proxy/guardrails/guardrail_hooks/singulr/singulr.py

Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>

* fix comments

* improvement

* fix: resolve review comments and implement requested improvements

* fix:Guardrail bypass through uninspected messages

* fix:tool text scanning

* fix: Legacy function definitions bypass scanning by adding indirect message scaning

* chore: remove unintended basedpyright budget file

* fix:Response schema bypasses guardrail scanning (response_format.json_schema)

* chore: restore basedpyright-code-budget.json and update lint baselines

Restores the file deleted in c698b88686 to match upstream litellm_internal_staging.
Regenerates basedpyright and ruff-strict budget baselines via make lint-budget-update.

* fix: scan system messages as indirect prompt injection in Singulr guardrail

* chore: restore lint budget files to upstream baseline

* fix: resolve ruff UP006 and I001 violations in singulr guardrail

* Update litellm/proxy/guardrails/guardrail_hooks/singulr/singulr.py

Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>

* resolve review comments on Singulr guardrail

* fix: scan tool call results as indirect prompt injection in Singulr guardrail

* Apply suggestion from @greptile-apps[bot]

Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>

* minor

* formating fix

* refactor: shift extraction logic to singulr side

* refactor:keep precall hook only

* fix:formatting

* fix:linting

* improve config description

* Trigger CI

* fix

* fix:field description

* fix:errors due to change in field names

* style: apply ruff line-wrap formatting to singulr guardrail

* fix:exception

* fix:formatting

* fix playground

* improved

* Update litellm/proxy/guardrails/guardrail_hooks/singulr/singulr.py

Co-authored-by: veria-ai[bot] <224490171+veria-ai[bot]@users.noreply.github.com>

* Update litellm/proxy/guardrails/guardrail_hooks/singulr/singulr.py

Co-authored-by: veria-ai[bot] <224490171+veria-ai[bot]@users.noreply.github.com>

* fix

* fix ci issues

* remove uv.lock from pr

* fix

* fix:resolved comments

* chore: trigger CI

* remove uv.lock

* fix

* fix linting

* fix linting

* fix linting

* remove doc strings

* remove test fixes

* chore: retrigger CI

* change in singulr api contract

* remove some ut

* send litellm call_id to singulr

---------

Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
Co-authored-by: aniket-kardile <aniket.kardile@singulr.ai>
Co-authored-by: veria-ai[bot] <224490171+veria-ai[bot]@users.noreply.github.com>

* Fix non-conformant UUIDv7 generation in native Opik integration (#31294)

create_uuid7() encoded the timestamp in units of 16 seconds instead of
milliseconds, so the top 48 bits came out ~4096x the real unix-ms. Opik's
backend validates the embedded UUIDv7 timestamp on ingestion (OPIK-7067);
the bad encoding decoded to ~year 2201 and every trace/span batch was
rejected with HTTP 400.

Rewrite create_uuid7() to be RFC 9562 conformant (top 48 bits = unix-ms),
using the standard library only so no new dependency is added. Add unit
tests covering UUIDv7 validity and millisecond timestamp encoding.

Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* feat(proxy): expose uvicorn concurrency limit (#33077)

Expose uvicorn's limit_concurrency as a --limit_concurrency CLI flag and
LIMIT_CONCURRENCY environment variable. Uvicorn counts both active tasks and
accepted connections and returns HTTP 503 once the configured limit is reached.

Reject non-positive limits at CLI parse time and only add the setting to the
uvicorn startup arguments. Because idle connections also consume capacity,
deployments should use upstream connection/header timeouts and per-client
connection limits.

* test: reorder test_utils tail to keep the daily merge conflict-free (#33788)

The daily OSS branch and litellm_internal_staging each appended an
independent test block at the very end of tests/test_litellm/test_utils.py,
so merging the two collides on that shared end-of-file position even though
the additions are unrelated (this branch adds the vertex embedding
encoding-format tests; staging adds the per-model prompt-cache-minimum
tests). Moving this branch's new TestVertexEmbeddingEncodingFormat class
above test_gemini_image_models_do_not_support_reasoning, which both branches
share, gives the two additions different anchors, so git applies both
without a conflict and without pulling staging into this branch. Pure
reorder; no test bodies change

---------

Co-authored-by: Mateo Wang <277851410+mateo-berri@users.noreply.github.com>
Co-authored-by: devin-ai-integration[bot] <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Mihidum Hettiyahandi <55163074+mihidumh@users.noreply.github.com>
Co-authored-by: madan-singulr <150280287+madan-singulr@users.noreply.github.com>
Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
Co-authored-by: aniket-kardile <aniket.kardile@singulr.ai>
Co-authored-by: veria-ai[bot] <224490171+veria-ai[bot]@users.noreply.github.com>
Co-authored-by: Aliaksandr Kuzmik <98702584+alexkuzmik@users.noreply.github.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Salva Madrid <50212436+salvamadrid@users.noreply.github.com>
2026-07-17 23:22:13 +00:00
tin-berri
c5b4456401
Merge pull request #33153 from BerriAI/litellm_mcp_aggregate_outcomes
Some checks are pending
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feat(mcp): per-server outcomes for aggregate tools/list and truthful single-server REST statuses
2026-07-17 14:25:55 -07:00
Tin Chi Lo
cf08c07fbb fix(mcp): key every caller-visible listing surface by the display prefix, never canonical names
Outcome keys in the tools/list _meta, the spend-log outcome and count maps, and the REST error
messages now all use get_server_prefix (alias, or the short prefix when that mode is enabled), the
same naming the caller already sees on tool names. Keying them by canonical server_name let an
authenticated caller enumerate internal server names and their health or auth state that the alias
and short-prefix schemes deliberately hide (Veria finding). One helper decides the key for every
surface; exception messages reaching the multi-server REST error list are mapped to their fault tag
with the display prefix instead of relaying exception text carrying canonical names. Server-side
logs keep the real names
2026-07-17 13:31:21 -07:00
Yassin Kortam
ae92e511f1
fix(proxy): bill partial streamed spend when the client disconnects mid-stream (#33736)
* fix(proxy): bill partial streamed spend when the client disconnects mid-stream

* fix(router): guard FallbackStreamWrapper chunks alias for non-CSW streams

* fix(proxy): await disconnect billing dispatch instead of unrooted create_task

* fix(proxy): make disconnect slot release single-owner to avoid double release

* fix(proxy): use union syntax for disconnect cleanup params (UP045 budget)
2026-07-17 12:24:31 -07:00
Tin Chi Lo
5de0340986 Merge origin/litellm_internal_staging into litellm_mcp_aggregate_outcomes
Conflict in _list_mcp_tools: staging (#33612) moved toolset-grant expansion into the shared
permission primitives and removed the _merge_toolset_permissions call; resolution applies that
removal to this branch's AggregateToolListing structure
2026-07-17 11:52:51 -07:00
devin-ai-integration[bot]
8a4f3808ad
fix(proxy): resolve router_settings.plugins dotted paths and load plugins from installed packages (#33644)
Co-authored-by: Krrish Dholakia <krrishdholakia@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-07-17 11:23:18 -07:00
Yassin Kortam
215ce9f7c1
fix(rag): track LLM completion usage and spend for /v1/rag/query (#32438) 2026-07-17 17:45:27 +00:00
Tin Chi Lo
98bf25e8af Merge origin/litellm_internal_staging into litellm_mcp_aggregate_outcomes
Append-append conflict at the end of test_mcp_server.py between this branch's aggregate-outcome
tests and the mode-aware preemptive-401 tests from staging; both kept
2026-07-17 10:19:36 -07:00
tin-berri
ea48ded1b1
Merge pull request #33612 from BerriAI/litellm_lit4448_toolset_call_grants
fix(mcp): expand toolset grants in shared permission primitives so tools/call honors them
2026-07-17 10:16:07 -07:00
Yassin Kortam
adb1ffb119
fix(proxy): stop treating upstream model body field as a LiteLLM model on auth-enforced pass-through routes (#33710)
* fix(proxy): stop treating upstream model body field as a LiteLLM model on auth-enforced pass-through routes

An auth: true user-defined pass-through endpoint runs full virtual-key auth, and get_model_from_request unconditionally extracted the request body model field, so key/team/user/project model allowlist checks rejected requests whose model only exists upstream (key_model_access_denied), even when the key was explicitly granted the route via allowed_passthrough_routes.

The pass-through route registry moves to a leaf module (route_registry.py) that the auth layer can import without re-entering the pass_through_endpoints -> user_api_key_auth -> auth_utils import cycle. get_model_from_request now returns None for routes registered as user-defined pass-through endpoints (exact and subpath), which skips model allowlist and per-model budget enforcement on those routes while key auth, allowed_passthrough_routes, and spend/budget checks stay intact. Built-in provider passthrough routes (/vertex_ai, /gemini, ...) keep model enforcement.

Resolves LIT-4299

* fix(proxy): key pass-through model-access skip on the dispatched endpoint, not the request path

Addresses a model-authorization bypass: the first version decided whether to skip
model-allowlist extraction by matching the request path against the pass-through
route registry. That ignored the HTTP method and, more importantly, whether the
request was actually dispatched to a pass-through handler. A custom pass-through
whose path collides with a built-in route (e.g. /v1/chat/completions, or an
include_subpath prefix of one) still writes a registry entry even though FastAPI
serves the built-in handler, so a normal request to that route had its model checks
skipped and could reach a model outside the key/team/user/project allowlist.

The skip is now keyed off the FastAPI-resolved endpoint. create_pass_through_route
tags its handler with LITELLM_PASS_THROUGH_ENDPOINT_MARKER, and get_model_from_request
returns None only when request.scope["endpoint"] carries that marker. Because routing
runs before auth dependencies, this reflects the handler that actually serves the
request: on a collision the built-in handler is dispatched and carries no marker, so
model enforcement stays on. This also removes the need for the separate route_registry
module, so that extraction is reverted.

Regression tests cover a pass-through-dispatched request (model suppressed), a
built-in-dispatched request on the same path (model still enforced), and the no-request
budget path.

Resolves LIT-4299
2026-07-17 10:03:03 -07:00
Yassin Kortam
561b6796bc
fix(proxy): enforce max_parallel_requests as a per-slot concurrency gauge (#32441)
* fix(proxy): enforce max_parallel_requests as a per-slot concurrency gauge

The v3 rate limiter tracked max_parallel_requests with the same
sliding-window machinery as RPM/TPM. A concurrency gauge cannot live on a
windowed counter: every window roll reset the counter to 1 while requests
were still in flight, the completion decrements for those forgotten
requests then drove the counter negative, and rejected requests left
stranded increments that nothing released. Under sustained load a key with
max_parallel_requests=5 let backend concurrency climb to the full client
concurrency (observed 60 on a live proxy) while the proxy kept returning
429s for everyone else

Replace the windowed counter with a per-slot registry (Redis sorted set of
slot ids scored by acquire time, with an asyncio-locked in-memory fallback):
admission atomically prunes expired slots and registers a new slot id only
when in_flight + 1 <= limit, so rejected requests never occupy a slot;
success, failure, and client-disconnect paths release exactly the slot id
this request acquired (stashed in the request metadata channels), so a
release without a matching acquire or a double-fired callback can never
free another request's slot; and a slot leaked by a crashed worker is
pruned individually after its TTL even under continuous traffic

Resolves LIT-4259
Fixes #16011

* fix(proxy): release every acquired gauge and respect mirrored counts in the in-memory fallback

Address review findings on the slot-registry gauge: the acquisition stash
now carries the gauge counter keys alongside the slot id, so the release
paths free the slot from every gauge it was registered under instead of
hardcoding the api_key scope, and the disconnect release keys off the
stashed acquisition instead of the key object's current
max_parallel_requests configuration (which can change mid-request). The
in-memory fallback now treats a cached integer (the count mirrored from
the last successful Redis script call) as real occupancy, carrying it
forward as a floored counter during a Redis outage instead of restarting
from an empty registry

* fix(proxy): release the parallel slot on proxy-level rejections

async_post_call_failure_hook is the only callback that fires when a
downstream hook (guardrail, budget check) rejects a request after the rate
limiter's pre-call hook acquired a slot; async_log_failure_event is a
completion-level callback and never runs for proxy-side rejections.
Release the stashed acquisition at the top of the hook, before the TPM
reservation guard, so those slots do not linger for the full slot TTL and
wedge the key at its limit under moderate rejection rates. Clearing the
acquisition marker keeps the release idempotent when a later failure
callback runs in the same flow

* test(proxy): cover success release, read-only count, Redis release mirror, and TPM rejection release

Four behaviors of the slot-registry gauge had no direct test: a successful
completion releasing exactly its acquired slot, read_only callers counting
in-flight slots through the count script (and degrading to the local
mirror when the script fails) without acquiring, the Redis release script
mirroring returned counts into the local cache, and the TPM reservation
rejection releasing the already-acquired slot before raising

* style(proxy): use builtin generics and union syntax in new rate limiter annotations

The slot-gauge code added Tuple/List/Dict and Optional[...] annotations, pushing
the UP006 and UP045 strict-rule totals past their ceilings in ruff-strict-budget.json.
Convert only the annotations this branch introduces to builtin generics and PEP 604
unions, leaving the rest of the module untouched.
2026-07-17 09:29:08 -07:00
devin-ai-integration[bot]
637fc1f60e
fix(router): tag-aware pre-routing strategy selection for shared model_name (#33691)
* fix(router): tag-aware pre-routing strategy selection for shared model_name

Complexity/auto/adaptive/quality router registries were keyed by model_name
alone, so a second deployment sharing a model_name but carrying different tags
was rejected and every request used the first config. This made tag-based
routing to distinct provider configs behind one alias impossible, surfacing as
401 'Not allowed to access model due to tags configuration' for the second tag.

Each registry now holds a list of tag-scoped strategies and async_pre_routing_hook
selects the entry whose tags match the request before classification, falling
back to a default-tagged then first-registered entry. A repeat of the same
(model_name, tags) pair is still rejected.

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

* test(router): cover tag-scoped pre-routing strategy registry helpers

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

* chore: re-trigger CI

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

---------

Co-authored-by: Krrish Dholakia <krrishdholakia@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-07-17 09:26:07 -07:00
Tin Chi Lo
d0ee1109d2 fix(mcp): auth scan walks past non-auth responses in the exception tree
The consolidation regressed the pre-existing walker semantics: _extract_upstream_auth_failure used
to keep scanning until it found a 401/403, while the consolidated helper took the first response of
any status and then tested it, so a causal 401 sitting behind an unrelated 5xx (retry attempts,
multi-stream task groups) was misclassified as upstream_error and its challenge lost on the listing,
tool-call, and probe paths. The traversal is now an iterator in deliberate order and each consumer
applies its predicate over the stream: the auth scan takes the first 401/403 even behind non-auth
responses, generic classification takes the first response, and classify_list_exception derives its
auth arm from the same scan so the carrier choice and the classification can never disagree
2026-07-16 23:09:46 -07:00
tin-berri
ecef9e6c9b
Merge pull request #33586 from BerriAI/litellm_mcp_oauth_challenge_mode_aware
fix(mcp): make the preemptive-401 OAuth challenge decision mode-aware
2026-07-16 18:54:45 -07:00
mubashir1osmani
9b6289e497
fix(sso): stop stamping the UI session budget on CLI login tokens (#33312)
A `lite login` token 429'd with "Budget has been exceeded! Max budget:
0.25" even when no budget was configured anywhere. cli_poll_key stamped
the minted CLI session token with litellm.max_ui_session_budget ($0.25)
as a fallback whenever the user and team had no budget of their own. That
cap was designed for the Admin UI "Test Key" chat pane; the CLI reused
the same session-token machinery, so it inherited a playground-sized
budget baked into the encrypted token at login (unchangeable without
re-login), which trips fast under real CLI/agent use.

The cap is also redundant: the token already carries user_id and team_id,
so the real user/team budgets are enforced independently at request time.
Pass max_budget=None so the CLI token is governed only by those real
budgets, and drop the now-dead user/team budget lookups. The UI login
token's guard (get_experimental_ui_login_jwt_auth_token) is untouched.
2026-07-16 17:47:38 -07:00
Tin Chi Lo
b5d38b84e0 fix(mcp): route REST tools list filtering through the shared toolset-aware primitive 2026-07-16 17:45:37 -07:00
Tin
f023c819ec test(mcp): add transport-level M2M regression tests for the preemptive-401 gate
Grafted from PR #33582 (closing as superseded by this PR): drives
handle_streamable_http_mcp with real MCPServer objects, parametrized over a
stamped client_credentials row and a legacy unstamped M2M-shape row; both must
reach the session manager without the per-user token store being consulted
2026-07-16 17:39:38 -07:00
Tin Chi Lo
287a89e2ad fix(mcp): make the preemptive-401 OAuth challenge decision mode-aware
The preemptive-401 gate for auth_type=oauth2 MCP servers keyed the challenge
on whether an Authorization header was present (not oauth2_headers). Because
the header parser classifies any Authorization bearer as an OAuth token before
the target server is resolved, a LiteLLM virtual key presented as
Authorization: Bearer sk-... suppressed the challenge on a gateway-managed
authorization_code server; the session then opened with no upstream token and
tools/list masked the failure as 200 with an empty tool list. The same gate
also wrongly challenged client_credentials (M2M) servers, which the gateway
authenticates by minting its own token at egress.

The decision is per oauth2 sub-mode, not per header. Gateway-managed modes
never receive a client-supplied upstream token: client_credentials mints at
egress so it is never challenged, and gateway-managed interactive
(authorization_code, non-delegate) is challenged whenever no stored per-user
token exists, regardless of any bearer. Only the delegate/upstream-PKCE mode,
where a present bearer genuinely is the upstream token, keeps keying on the
Authorization header. oauth2_headers itself is left untouched so the
delegate/passthrough egress paths that forward the client bearer are
unchanged.
2026-07-16 17:39:38 -07:00
tin-berri
68f0fb0346
Merge pull request #33584 from BerriAI/litellm_lit4451_semfilter_chat_tool_format
fix(mcp): keep the MCP reference intact when the semantic filter narrows tools
2026-07-16 16:46:22 -07:00
Tin Chi Lo
c5cfe284cb test(mcp): pin single toolset DB fetch across permission checks via shared cache 2026-07-16 16:33:54 -07:00
Tin Chi Lo
4242b57951 test(mcp): pin team ceiling capping toolset-granted servers 2026-07-16 16:11:58 -07:00
devin-ai-integration[bot]
0d7b0f708b
fix(model_armor): restore reference attachments via skip_unscannable_attachments and remove the attachment count cap (#33554)
* fix(model_armor): add skip_unscannable_attachments to allow reference-only attachments through

* fix(model_armor): wire skip_unscannable_attachments through guardrail config

* fix(model_armor): make max_file_attachments configurable and scan overflow instead of dropping

* fix(model_armor): remove the per-request attachment count cap and scan all attachments

---------

Co-authored-by: yucheng <yucheng@berri.ai>
2026-07-16 16:06:41 -07:00
Tin Chi Lo
e25cab6ed5 fix(mcp): expand toolset grants in shared permission primitives so tools/call honors them 2026-07-16 16:03:30 -07:00
tin-berri
669ef389b9
Merge pull request #33587 from BerriAI/litellm_lit4448_scim_entitlements
Some checks are pending
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feat(scim): ingest and round-trip SCIM entitlements and roles user attributes
2026-07-16 15:23:00 -07:00
Yassin Kortam
ae8dc1f39f
fix(proxy): stop stale auth cache re-publish so key updates and deletes propagate across replicas (#33565)
With enable_redis_auth_cache and multiple replicas, /key/update and
/key/delete delete the Redis auth blob and the handling pod's in-memory
entry, but two read-path writers re-published the stale blob from any other
replica's per-pod memory back to Redis with a fresh 60s TTL on every
request: the post-auth re-cache in user_api_key_auth and the spend writeback
in update_cache. Replicas whose in-memory entries expired then re-primed
themselves from the poisoned Redis entry, so key limit and access changes
never took effect fleet-wide while traffic continued, and a deleted key kept
authenticating.

The auth object is now written only by the DB-load paths
(IdentityStore._resolve_key, get_key_object): the post-auth re-cache is
removed outright (even a local-only write could race an invalidation and
resurrect a revoked key on this worker) and spend tracking no longer writes
the auth object back at all; spend is tracked through the spend🔑*
counters. The remaining spend writebacks for user, team, end-user, and tag
objects become local-only so they cannot republish stale management objects
either, with one deliberate exception: the proxy-wide
{litellm_proxy_admin_name}:spend scalar keeps its shared Redis write because
the global max_budget check reads it between authoritative DB reloads, and
it carries no limits or permissions so sharing it cannot resurrect an
invalidated auth blob.

DualCache's redis-to-memory read backfill also ignored default_in_memory_ttl,
pinning backfilled entries for InMemoryCache's 600s default instead of the
configured 60s auth TTL; the backfill now injects the configured default like
every write path already does, so a replica primed from Redis converges
within the auth cache TTL as well.

Consolidates the sibling stale-auth-recache branch; the delete-propagation
case is the duplicate ticket LIT-4350.

Resolves LIT-4219
2026-07-16 15:00:33 -07:00
ryan-crabbe-berri
5ab160113f
feat(proxy): add disable_auto_add_proxy_admin_to_teams flag (#33563) 2026-07-16 14:50:40 -07:00
Yassin Kortam
21ba9692c3
fix(router): apply team/key enable_tag_filtering to tag routing (#33436)
Team/key router_settings.enable_tag_filtering was stored and echoed by
/team/info but never applied at request time: the per-request override
whitelist in route_llm_request.py dropped it, tag filtering only read the
router-level flag, and UpdateRouterConfig silently discarded the field on
/key/generate and /config/update. Requests from teams with the toggle on
were load balanced across all deployments instead of tag-matched ones.

- add enable_tag_filtering to the router_settings_override whitelist and
  strip any client-supplied copy from the request body first, so only the
  key/team value reaches the router
- run tag filtering when the request carries enable_tag_filtering=True; a
  request-level False cannot disable a router-level True, so per-request
  settings can only scope down, never escape the global policy
- add the field to UpdateRouterConfig so key and config update paths stop
  dropping it, and to all_litellm_params so it never leaks into provider
  request bodies
- allow it through Router.update_settings/get_settings so the global UI
  toggle persists across DB config reloads

Resolves LIT-4390
2026-07-16 14:41:24 -07:00
Tin Chi Lo
90bbe706c0 fix(scim): harden PATCH multi-valued ops and fail-soft directory metadata reads 2026-07-16 14:23:40 -07:00
Tin Chi Lo
53e5b22c60 fix(mcp): let filter_tools own the undecidable-selection policy
The hook returned early when the semantic filter selected no tools, which
restated a policy that SemanticMCPToolFilter.filter_tools already owns: it
returns the full tool set when nothing matches, so the selection is never
empty. The branch was unreachable, and reachable or not it changed nothing,
since the gateway reads the union of every reference's allowed_tools and
treats an empty union as unset. Its only effect was to suggest the reference
path and the plain tool path resolve a zero-match query differently.

Drop it so a single policy governs both paths, and pin that with a test
covering an unmatched query on each path. Flipping filter_tools to fail
closed now fails the test on both instead of quietly hard-limiting one
surface and not the other.
2026-07-16 14:07:43 -07:00
Tin Chi Lo
ccfa78046a feat(scim): ingest and round-trip SCIM entitlements and roles user attributes 2026-07-16 13:50:00 -07:00
Yassin Kortam
c6778b79c3
fix(router): honor per-request routing_strategy from key/team router_settings (#33429)
* fix(router): honor per-request routing_strategy from key/team router_settings

Key and team router_settings.routing_strategy was stored and shown in the
UI but never forwarded to the shared Router, so the global strategy always
won. Forward it through router_settings_override and resolve it in
_get_routing_context: a validated per-request strategy takes precedence
over routing groups and the top-level strategy, with lazily built cached
selectors for strategies that need one. Unknown or unsupported strategy
values are ignored with a warning instead of failing the request, and
routing_strategy is registered in all_litellm_params so it is stripped
before the provider call.

* fix(router): sweep override selectors on strategy re-init and cover coverage-gate helpers

routing_strategy_init now unregisters cached per-request override
selectors so a later update_settings strategy change cannot leave a
zombie selector receiving callback events. Adds direct tests for the
two new helpers so the router code coverage gate passes.

* docs(team): document mcp_rpm_limit in update_team docstring

The documentation CI job walks management_endpoints and requires every
UpdateTeamRequest field to appear in the update_team docstring;
mcp_rpm_limit was added to the model without a docstring line, failing
the job on unrelated PRs depending on walk order. Regenerates
schema.d.ts since the docstring feeds the OpenAPI spec.
2026-07-16 13:36:03 -07:00
Yassin Kortam
51305536bf
fix(proxy): coerce default_internal_user_params.max_budget to float on config load (#32434)
* fix(proxy): coerce default_internal_user_params.max_budget to float on config load

* fix(proxy): log coerced default_internal_user_params and cover absent max_budget in tests
2026-07-16 13:34:43 -07:00
Tin Chi Lo
5421fdfb7e fix(mcp): keep the MCP reference intact when the semantic filter narrows tools
The semantic tool filter replaced each litellm_proxy MCP reference in
data["tools"] with the tools it expanded from that reference. The expansion
defaults to the Responses API tool shape, so a /chat/completions request came
out carrying flat {"type": "function", "name": ...} entries where the provider
transformations expect {"type": "function", "function": {...}}. Anthropic then
raised KeyError: 'function' and Bedrock dropped every MCP tool silently, so the
model answered as if no MCP server were connected.

Replacing the reference also removed the marker the MCP gateway matches on, so
acompletion_with_mcp never ran and tool calls were no longer auto-executed for
require_approval="never", on /responses as well as /chat/completions.

Narrow the reference through allowed_tools instead and leave it in place, so the
gateway still owns expansion and keeps both the per-endpoint tool shape and tool
auto-execution. Expansion already applies any caller-supplied allowed_tools, so
the selection can only narrow a reference further, never widen it.
2026-07-16 13:25:59 -07:00
Yassin Kortam
03e7dc4ac5
build(deps): bump uvicorn lock to 0.51.0 so worker health-check and jitter flags take effect (#33574) 2026-07-16 13:21:29 -07:00
Yassin Kortam
a8ae515bee
fix(proxy_cli): reap orphaned prisma query-engine processes when a worker dies (#33424)
* fix(proxy_cli): reap orphaned prisma query-engine processes when a worker dies

When the proxy runs multi-worker (uvicorn multiprocess supervisor or the
gunicorn arbiter), a worker that crashes or is force-killed never runs its
in-process atexit cleanup, so its prisma query-engine subprocess reparents
to PID 1 and keeps its database connection pool established forever while
the replacement worker opens a fresh pool. Active DB connections then grow
past database_connection_pool_limit with every worker death.

Run a reaper thread in the supervisor process that marks itself a child
subreaper on Linux, scans for adopted query-engine children whose worker
is gone, and terminates them with SIGTERM escalating to SIGKILL after a
bounded grace period. Engines owned by live workers are children of those
workers, never of the supervisor, so they are structurally out of reach.

Resolves LIT-4449
Fixes https://github.com/BerriAI/litellm/issues/33023

* fix(proxy_cli): address review findings on the query-engine reaper

Make start_query_engine_reaper idempotent, reap simultaneous orphans
under one shared grace period instead of serially, and log when a PID
survives SIGKILL. Also regenerate schema.d.ts for the update_team
docstring line that documents the existing mcp_rpm_limit param (fixes
the walk-order-dependent documentation CI failure) and avoid a cast in
the prctl wrapper

* test(proxy): fix reaper idempotency-test isolation and widen coverage

The daemon-thread startup test now stubs threading.enumerate so a
reaper thread left running by an earlier test in the same xdist worker
cannot satisfy the idempotency guard and skip the code under test. Add
coverage for stat-file truncation, non-numeric ppid, non-child reap,
signal-to-dead-pid, subreaper capability, and reaper-loop resilience
2026-07-16 13:16:41 -07:00
yucheng-berri
7fe3dd86a4
feat(logging): add structured budget fields to budget rejection failure logs (#33460) 2026-07-16 12:39:04 -07:00
yucheng-berri
899ddef219
feat(logging): add user and team level spend and budget to StandardLoggingPayload metadata (#33459)
* feat(logging): add user and team level spend and budget to StandardLoggingPayload metadata

* fix(logging): include user and team budget fields in dummy standard logging payload
2026-07-16 12:01:11 -07:00
tin-berri
db800152c0
Merge pull request #33450 from BerriAI/litellm_mcp_issuer_anchored_discovery
feat(mcp): issuer-anchored OAuth discovery (RFC 8414 §3.3) to close the authorization-server mix-up
2026-07-16 11:55:35 -07:00
tin-berri
748ccde5fd
Merge pull request #33318 from BerriAI/litellm_semantic_filter_lazy_sync
fix(mcp): index authed request-time tools missing from the semantic filter startup index
2026-07-16 11:08:32 -07:00
Yassin Kortam
df51cebcd3
fix: remove dead user-cache lookup with None key in spend-update path (#33555)
With litellm_settings.enable_redis_auth_cache enabled, user_api_key_cache
is Redis-backed. _update_user_db performed a cache lookup with
key=user_id where user_id can be None; the in-memory cache tolerates a
None key but Redis raises redis.exceptions.DataError (Invalid input of
type: NoneType) on every spend update for requests without a user_id.

The looked-up value was never used by any subsequent code, so the lookup
is removed along with the user_api_key_cache parameter it existed for.
Spend updates for users, end users, and the global proxy budget are
unchanged
2026-07-16 10:39:53 -07:00
devin-ai-integration[bot]
260d1eae8e
fix(cli): make CLI output ASCII-only so it doesn't crash legacy Windows consoles (#33465)
* fix(cli): force UTF-8 output so emoji don't crash the CLI on Windows

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

* test(cli): drop dead flush calls flagged by review

* fix(cli): replace non-ASCII CLI output with ASCII so legacy Windows consoles don't crash

---------

Co-authored-by: ryan <ryan@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-07-16 10:35:06 -07:00
yuneng-jiang
ff06119aa9
Merge pull request #32853 from BerriAI/litellm_/guardrail-monitor-details-fix-8845d6
fix(guardrails): show YAML-defined guardrails in the Guardrail Monitor
2026-07-16 07:10:10 -07:00
devin-ai-integration[bot]
ebc6fdb4c2
fix(cli/anthropic): unblock lite autoroute proxy deps, adaptive thinking, and thinking+signature streaming (#33507) 2026-07-16 00:44:00 -07:00
devin-ai-integration[bot]
5a0e1dd1dd
feat(autoroute): prompt for semantic keywords per tier in configure wizard (#33508) 2026-07-16 07:43:41 +00:00
Tin Chi Lo
afd7917b8b fix(mcp): separate issuer identity from anchoring so carry-forward keeps endpoints
Making the in-memory issuer reflect a trust-on-first-use discovered value fixed
the registry/row token-identity drift, but it overloaded a single field: the
carry-forward gate keyed on issuer truthiness as a proxy for "endpoints are
anchored to a pinned issuer, fail-closed". A discovered issuer is truthy yet not
anchored, so a resource-rooted server that had learned its issuer would drop its
last-known-good endpoints on a transient discovery blip instead of carrying them
forward.

Anchoring is now a first-class property rather than a proxy. MCPServer carries
issuer_is_anchored, set at both build paths from the single _uses_issuer_anchor
definition (a pinned issuer on a discovery auth type). issuer stays the identity
value used by the token-identity tuple and the serializers; issuer_is_anchored is
the provenance value the carry-forward gate reads to decide fail-closed. The two
properties can no longer be conflated, so a discovered issuer keeps its
resource-rooted endpoints carrying forward while a pinned issuer still fails
closed.

Regression tests pin both directions: a discovered-but-not-anchored server
restores its endpoints on a discovery blip, an anchored server does not, and the
build sets issuer_is_anchored true only when the issuer is pinned
2026-07-15 23:11:37 -07:00
Krrish Dholakia
cf90445574
feat(cli): add lite up/down to ambiently route Claude Code through the proxy (#33231)
* feat(cli): add `lite up`/`lite down` to ambiently route Claude Code through the proxy

Patches ~/.claude/settings.json in place (env.ANTHROPIC_BASE_URL + apiKeyHelper
via `lite auth print-token`) so any `claude` session started afterward, from
any terminal, routes through the local LiteLLM proxy with no wrapper command
needed, unlike the existing `lite claude` subprocess-exec approach. Backs up
the original file first and restores it on Ctrl-C/SIGTERM, or via `lite down`
after an unclean exit. Cursor is not supported: no equivalent file-based config
to patch.

* feat(cli): add lite autoroute to QA complexity-based auto-routing against a real proxy (#33249)

* feat(cli): add lite autoroute to QA complexity-based auto-routing against a real proxy

Lets a customer try litellm's complexity_router against models they already
have on their existing, unmodified production proxy, with no config.yaml
edits and no new infra. lite autoroute configure discovers accessible
models via /model_group/info and walks through tier assignment (plus
optional LLM classifier / semantic matching / adaptive selection); every
referenced model becomes its own litellm_proxy/<name> deployment forwarding
back to the real proxy with the real key, so every actual call, routed
completions, classifier calls, embedding calls, still lands on their real
proxy. lite autoroute up launches that generated config as an ephemeral
local proxy, patches ~/.claude/settings.json to point Claude Code at it, and
streams routing decisions live; Ctrl-C/SIGTERM (or lite autoroute down
after an unclean exit) restores everything.

Also adds lite model-groups list (a thin CLI wrapper over the existing
ModelGroupsManagementClient), and generalizes up.py's settings-backup/restore
helpers to take explicit paths so this feature can reuse them instead of
duplicating the logic.

Depends on litellm_lite_up_down (#33231) for that generalization.

* feat(cli): allow multiple models per autoroute tier

complexity_router already supports a pool of models per tier (randomly
picked per request; adaptive mode specifically needs a pool to choose
within), but the configure wizard only ever let you assign one. Tiers are
now a tuple of model names; the wizard prompt accepts comma-separated
indices to pick more than one per tier.

* feat(cli): fuzzy model picker and auto-route Claude Code to autorouter

Numbered-index selection didn't scale past a handful of models, so switch
the tier picker to InquirerPy's fzf-style fuzzy search. Also set
ANTHROPIC_DEFAULT_{SONNET,HAIKU,OPUS}_MODEL to "autorouter" in Claude
Code's settings, since Router resolves auto-router deployments by literal
model name with no wildcard support, so a "*" catch-all model_name would
never match real traffic.

* feat(cli): allow installing lite CLI from source via LITELLM_CLI_REF

Lets testers try an unreleased branch's CLI changes with the same
curl-piped installer, instead of waiting for a PyPI release.

* fix(ci): modernize type hints to clear ruff strict-rule budget

* fix(ci): bump httplib2 and setuptools to patched versions

Clears osv-scan findings for PYSEC-2026-3444 and PYSEC-2026-3447.

* fix(cli): write autoroute's secret-bearing files with mode 0600

commands.py wrote config.yaml (embeds the real proxy key) and Claude
Code's settings.json (embeds the ephemeral proxy's master key) with
plain open(), landing at the umask-derived default (commonly 0644)
until a later chmod call caught up. That window, and the missed case
where settings.json already exists (chmod never ran at all there),
left a credential-bearing file readable by another local account.

secure_create() fixes the mode via fchmod on the fd before any
content is written, covering both the brand-new-file and
already-exists cases, and commands.py/wizard.py now route their
sensitive writes through it.

* docs(cli): warn that a stale Claude Code session can leak to a squatted port

lite autoroute up's master key is embedded statically (unlike lite up's
apiKeyHelper, resolved per request), so a Claude Code session still
running after teardown keeps sending it, along with prompt content, to
a now-unbound loopback port that another local account can bind. This
is the same one-time-patch tradeoff lite up already accepts, just with
a static secret instead of a re-resolved one -- document it in the
README's Caveats section and surface it in the teardown message itself.

* fix(cli): address greptile review feedback on autoroute PR

- terminate the ephemeral proxy child process when its health check
  fails, instead of leaking an orphaned, unrecoverable process bound
  to the port
- replace bare assert isinstance checks (no-ops under python -O) with
  click.ClickException in the model-groups list and configure wizard
  code paths
- close launch_proxy's log file handle once the child process has
  inherited its fd, instead of leaking it
- add build_generated_proxy_config to config.py's __all__

* fix(cli): close TOCTOU window in lite up's settings backup write

write_backup wrote the backup (which can embed the original
apiKeyHelper/settings content) with plain open() + a chmod call after
the fact -- the same permissive-until-corrected window already fixed
for autoroute's config.yaml and Claude settings writes, and missed
entirely when the backup file already exists with broader permissions.

Moves secure_create (atomic-enough 0600 via fchmod before any content
is written) to up.py, the module both lite up and lite autoroute
share, and has autoroute/process.py import it from there instead of
keeping its own copy.

* fix(cli): refuse autoroute up when a stale backup exists from a crash

The pid-record check only catches a still-live duplicate process; a
SIGKILL'd `up` leaves no live pid but does leave AUTOROUTE_BACKUP_PATH
behind. Without this guard, a fresh `up` overwrote that backup with
the currently-patched Claude settings instead of the true originals,
so `down`/Ctrl-C would restore the wrong content permanently. up.py's
`lite up` already guards the analogous case; mirror it here.

* fix(cli): bind the ephemeral autoroute proxy to loopback only

proxy_cli.py defaults --host to 0.0.0.0 when not passed explicitly.
launch_proxy never passed it, so the ephemeral proxy -- despite every
base_url in this module being built from 127.0.0.1 -- was actually
reachable from other hosts on the network, including its
unauthenticated-until-config-lands routes before the master key is
wired in.

* docs(cli): show curl install for the autoroute QA flow

Points readers at scripts/install-cli.sh's curl one-liner instead of
assuming uv/pip is already set up, and documents the LITELLM_CLI_REF
override for trying an unreleased branch or commit.

* fix(cli): surface a clean error on an empty or corrupt autoroute config

A configure run killed between secure_create's O_TRUNC and the write
completing leaves an empty config.yaml on disk. The next up read that
via yaml.safe_load (None) into the generated-config TypeAdapter
uncaught, surfacing a raw pydantic.ValidationError instead of pointing
the user back at `lite autoroute configure`.

* fix(cli): bind lite up's apiKeyHelper to the proxy it was started against

_ensure_fresh_login only checked token freshness, not which proxy the
cached token belonged to, and resolve_api_key_helper built a bare
`lite auth print-token` command with no --base-url. A user logged into
proxy A who ran `up --base-url proxy-b` (or LITELLM_PROXY_URL=proxy-b)
would silently get proxy A's real token wired into Claude Code's
apiKeyHelper; since apiKeyHelper is invoked bare, print-token's
existing origin check never engaged, so proxy B -- attacker-controlled
or not -- received every subsequent request's Authorization header
carrying proxy A's credential.

_ensure_fresh_login now requires the cached token's base_url to match
before treating it as usable, forcing a fresh login for the selected
proxy otherwise. resolve_api_key_helper now takes that base_url and
threads it through as an explicit --base-url, so print-token's
existing (but previously unreachable in the apiKeyHelper flow)
base_url_explicit check actually enforces the match at request time
too.

* fix(cli): surface clean errors instead of raw tracebacks in lite up/down

load_json_or_empty and read_backup both delegate to pydantic's
validate_json, which raises ValidationError on invalid JSON or a
non-object root -- neither up() nor down() caught it, so a corrupt
settings or backup file surfaced an unformatted Python traceback
instead of a clean CLI error. Both now convert to UpError, and down()
(previously uncaught entirely) and up()'s teardown path now handle it.

restore_claude_settings also gained a parent.mkdir guard before
rewriting CLAUDE_SETTINGS_PATH: if ~/.claude/ was removed while `lite
up` was running, the restore would crash before deleting the backup
file, permanently stranding it and breaking every future `lite down`.

* docs(cli): call out env-var auth for autoroute commands

* fix(cli): clean up leaked proxy and surface clean errors in autoroute

Three related gaps, all following an UpError getting raised somewhere
that wasn't catching it yet:

- up() left the just-launched ephemeral proxy running with no pid
  record if load_json_or_empty/write_backup/secure_create raised after
  the health check passed, mirroring the existing ProcessLaunchError
  cleanup for the health-check-failure branch.
- _teardown() didn't catch restore_claude_settings raising UpError
  (e.g. a corrupt backup at stop time), which would otherwise escape
  to Click as an unhandled error in the normal-exit path, or print
  "Error in atexit" in the atexit path. up.py's own _restore_once
  handles the identical case the same way.
- read_pid_record let a corrupt PID file surface a raw
  pydantic.ValidationError instead of a clean message, and did so in
  down(), the command specifically meant for crash recovery. down()
  now clears an unreadable pid record and continues cleanup instead of
  aborting, since a corrupt pid file must never block the one command
  meant to recover from exactly this kind of crash.

* docs(cli): warn against running lite up and lite autoroute up together
2026-07-15 21:46:02 -07:00
yucheng-berri
3cea243116
fix(key management): enforce minimum custom key length and mask short keys in key_name (#33462)
* fix(key management): enforce minimum custom key length and mask short keys in key_name

* fix(key management): validate new_key before assignment and sync generated schema docstrings

* fix(key management): lower minimum custom key length default from 20 to 16
2026-07-15 18:27:38 -07:00
Tin Chi Lo
ad73f3a7a2 fix(mcp): keep issuer provenance consistent when it changes or is discovered
Two lifecycle gaps let the issuer trust anchor drift out of sync with the
endpoints it governs. Changing or clearing a previously pinned issuer left the
authorization_url and token_url that were resolved under the old issuer in the
row, so clearing the anchor could revive stale, possibly untrusted endpoints
instead of re-discovering. And a build that discovered an issuer
trust-on-first-use persisted it to the row while the returned in-memory server
kept the issuer unset, so the registry and the row disagreed and the per-user
OAuth token identity, which includes the issuer, differed between that build and
the next rebuild and forced a spurious re-auth.

update_mcp_server now treats a change to a previously pinned issuer the same as a
url or auth_type change and clears the auth-flow-scoped endpoint fields that were
resolved under it. The trigger fires only when an issuer was already pinned and
is now changed or cleared, so establishing one for the first time, including the
trust-on-first-use discovery write-back, does not wipe the fields it just
resolved.

Both build paths, build_mcp_server_from_table and load_servers_from_config, now
construct the server with effective_issuer = manual_issuer or the discovered
issuer, skipping an origin-fallback guess exactly as the persistence does, so the
in-memory object always reflects what the row will hold.

Regression tests pin each case: clearing and re-pointing a pinned issuer clear
the stale endpoints, a first-time establish preserves the discovered fields, and
a build reflects the discovered issuer while an origin-fallback guess is not
reflected
2026-07-15 18:15:12 -07:00