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2524 commits

Author SHA1 Message Date
yuneng-jiang
a8caf283af
chore(release): 1.86.1 (#28823)
* bump: version 1.86.0 → 1.86.1

* chore: refresh uv.lock for 1.86.1

* fix(team): keep team_alias cache in sync on _cache_team_object writes (#28737)

* fix(team): keep team_alias cache in sync on _cache_team_object writes

_cache_team_object wrote only to the team_id:<id> cache key, but the
JWT auth path that uses team_alias_jwt_field reads from a separate
team_alias:<alias> key (get_team_object_by_alias caches under both
keys on miss, but reads only the alias-keyed one). After any
team-mutation endpoint (team_model_add, team_model_delete,
update_team, the two access-group writes) the team_id cache was
refreshed but the team_alias cache stayed stale until TTL — JWT
callers using team_alias_jwt_field kept seeing the pre-mutation
team for the full cache window.

Mirror the write under the alias key inside _cache_team_object so
every existing caller stays in sync without further changes. Skip
the alias write when team_alias is None/empty so we don't collide
across alias-less teams.

Surfaced testing the LIT-3244 cherry-pick on patch/1.86.0: the
LIT-3244 fix correctly invalidated the team_id cache but the
customer's JWT used team_alias_jwt_field, so they kept hitting the
stale alias-keyed entry.

* fix(team): delete (not overwrite) team_alias cache on _cache_team_object

The prior shape of this PR wrote both team_id:<id> AND team_alias:<alias>
from _cache_team_object. team_alias is NOT unique in the schema
(no @unique on LiteLLM_TeamTable.team_alias), and get_team_object_by_alias
enforces uniqueness on its own DB-fetch path (len(teams) > 1 raises).
Writing the alias-keyed cache from the generic refresh path bypassed
that check: a team admin renaming their team to collide with another
team's alias could silently overwrite the cached team for JWT-by-alias
auth, swapping the resolved team under that alias for the cache window.

Switch the alias-keyed operation from a write to a delete (mirroring
the dual-cache delete pattern in _delete_cache_key_object). After every
team write, the next JWT-by-alias reader cache-misses and falls through
to get_team_object_by_alias, which (a) re-fetches the fresh team from
DB, closing the LIT-3244 staleness gap that motivated this PR, and
(b) enforces alias uniqueness before populating either cache key.

team_id:<id> writes are unchanged — team_id is the table PK and is
guaranteed unique.

Surfaced in veria-ai review on #28739.

* fix(managed-files): anchor model_id regex so it doesn't match llm_output_file_model_id

extract_model_id_from_unified_id used `re.search(r"model_id,([^;]+)", ...)`
which substring-matches the `model_id,` inside the file-ID encoding's
`llm_output_file_model_id,<deployment_uuid>` field. parse_unified_id
then fed that deployment UUID back into the auth path as a model
candidate via _extract_models_from_managed_resource_id, and every
team-BYOK file attach 403'd with:

    team not allowed to access model. This team can only access
    models=['openai/*']. Tried to access <deployment-uuid>

The team's models list correctly contains the public name (`openai/*`)
that target_model_names matches, but the bogus UUID candidate fails
the wildcard check first.

Anchor the regex to a field boundary (`(?:^|;)model_id,`) so it
matches the legitimate top-level `model_id,<value>` field on
vector_store unified IDs and skips substring matches inside other
fields. File-IDs (which have no top-level `model_id` field) now
return None and contribute no spurious UUID candidate.

Surfaced reproducing LIT-3244 on patch/1.86.0 with the customer's
exact flow: team with openai/* BYOK deployment, JWT-scoped user,
POST /v1/vector_stores/{id}/files attaching a file uploaded with
target_model_names=openai/gpt-4o.

* fix(proxy): hydrate wildcard discovery credentials (#28284)

* fix(proxy): hydrate wildcard discovery credentials

* fix(proxy): constrain wildcard credential hydration

* chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728)

* chore(tests): migrate Bedrock CI from AWS account 888602223428 to 941277531214

The original account (888602223428) was put under a security restriction by
AWS after a root access key leaked in a PR comment. While that account works
its way through the AWS Support unlock process, Bedrock-touching CI tests have
been migrated to a fresh account (941277531214).

Changes:
  - Replace 26 hardcoded references to 888602223428 with 941277531214 across
    8 files (provisioned-model ARNs, imported-model ARNs, AgentCore runtime
    ARNs, batch execution role ARN, and example proxy config).
  - The provisioned-model and imported-model ARNs are referenced only from
    mocked unit tests — no AWS resources to recreate.
  - The batch execution IAM role has been recreated in the new account with
    the same name and equivalent permissions.
  - The two AgentCore runtimes (hosted_agent_r9jvp-3ySZuRHjLC,
    hosted_agent_13sf6-cALnp38iZD) are being recreated in the new account
    under the same names — see tools/agentcore-deploy/ in a follow-up.

CircleCI env vars AWS_ACCESS_KEY_ID / AWS_SECRET_ACCESS_KEY / AWS_REGION_NAME
were updated separately via the CircleCI API to point at the new account.

Smoke-tested locally against the new account:
  aws bedrock-runtime converse --region us-west-2 \
    --model-id us.anthropic.claude-sonnet-4-5-20250929-v1:0 \
    --messages '[{"role":"user","content":[{"text":"ping"}]}]'
  → 200, model returned 'pong'

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

* chore(tests): refresh AgentCore ARN suffixes to match newly-deployed runtimes

The first migration commit replaced just the account ID, but AgentCore
auto-assigns a random 10-char suffix to every runtime on creation — we
can't reuse the original suffixes (`3ySZuRHjLC`, `cALnp38iZD`) in the
new account. Updated the AgentCore-runtime ARNs in the three files that
reference real runtime IDs (not the mock-based unit-test ARNs).

Deployed runtimes:
  arn:aws:bedrock-agentcore:us-west-2:941277531214:runtime/hosted_agent_r9jvp-Rq79QFC2fp
  arn:aws:bedrock-agentcore:us-west-2:941277531214:runtime/hosted_agent_13sf6-4046UzHSwy

Both runtimes are status=READY and pass a smoke invoke:
  $ aws bedrock-agentcore invoke-agent-runtime --agent-runtime-arn ... --payload '{"prompt":"ping"}'
  → 200, {"result": "echo: ping"}

The agent is a minimal echo (see /tmp/agentcore_deploy/agent.py for the
deploy artifacts). Tests that only verify the SDK wiring will pass; if any
test asserts on agent output content, swap the echo for the real agent.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

* chore(tests): point Bedrock batch tests at new-account S3 bucket

The account migration (888602223428 -> 941277531214) was a flat
account-ID swap, which only rewrites ARNs that embed the account
number. S3 bucket names carry no account ID, so the live Bedrock
batch tests still uploaded to `litellm-proxy` — a bucket that lives
in the old account. S3 names are globally unique, and the old account
still holds that name, so it can't be recreated in the new account.

Rename to `litellm-proxy-941277531214` (account-ID suffix guarantees
global uniqueness). The bucket must be created in 941277531214 and the
batch execution role granted s3:GetObject/PutObject/ListBucket on it
before this job is run in CI.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* chore(tests): point live S3 logging test at new-account bucket

Same account-ID-free blind spot as the batch bucket: `load-testing-oct`
lives in the old account and its name can't be reused globally. The
`logging_testing` CI job is wired into the workflow and runs
test_basic_s3_logging, which uploads to this bucket with the CI env
creds, then lists and deletes objects — a live dependency.

Rename to `load-testing-oct-941277531214`. The bucket must exist in the
new account with the CI IAM principal granted
s3:PutObject/GetObject/ListBucket/DeleteObject before this job runs.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* chore(tests): repoint Bedrock guardrail IDs to new-account guardrails

The migration left guardrail IDs untouched (no account ID in them), so
all live guardrail tests failed with "guardrail identifier or version
does not exist" against 941277531214. Recreated both guardrails in the
new account and updated the hardcoded IDs:
  - wf0hkdb5x07f -> zgkmukebruil (PII mask: PHONE + CREDIT_DEBIT_CARD,
    with explicit inputAction=ANONYMIZE so masking applies to INPUT,
    which is the source litellm's moderation hook sends)
  - ff6ujrregl1q -> 4w3d1di3snt5 (blocks "coffee"; blocked message set
    to the exact string the tests assert on)

Updated test_bedrock_guardrails.py, otel_test_config.yaml, and the
guardrailConfig in test_bedrock_completion.py. Verified locally: the 5
previously-failing guardrail tests now pass.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* test(bedrock): migrate legacy models to current inference profiles

The new CI account (941277531214) cannot invoke legacy Bedrock models
(AWS gates them: "marked by provider as Legacy... not actively using in
the last 30 days"). Migrated the live-call tests:
  - anthropic.claude-3-sonnet-20240229    -> us.anthropic.claude-sonnet-4-5-20250929-v1:0
  - anthropic.claude-3-haiku-20240307     -> us.anthropic.claude-haiku-4-5-20251001-v1:0
Current Claude models on Bedrock require the us. inference-profile prefix
(bare on-demand ids are rejected).

cohere.command-r-plus has no working replacement (all Cohere is legacy-
gated in the new account): swapped to claude-haiku-4-5 in provider-
agnostic param lists. amazon.titan-image-generator skipped (no working
replacement). Mocked/transformation/cost tests that reference the legacy
strings are intentionally left unchanged. Verified live against the new
account.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* test(bedrock): repoint SageMaker + Knowledge Base to new-account resources

These referenced account-scoped resources by hardcoded id that only
existed in the old account, so the migration's account-ID swap missed
them. Recreated in 941277531214 and repointed:
  - SageMaker endpoint jumpstart-dft-hf-textgeneration1-mp-20240815-185614
    -> litellm-ci-textgen (gpt2 on a TGI container, ml.g5.xlarge)
  - Bedrock Knowledge Base T37J8R4WTM -> LCYXFBR2TU (OpenSearch Serverless
    vector store + titan-embed-text-v2, seeded with a LiteLLM doc)
Verified live: test_sagemaker.py (12 passed) and
test_bedrock_knowledgebase_hook.py (12 passed).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* test(reasoning_effort_grid): skip bedrock claude-opus-4-7 cells (not entitled on 941277531214)

claude-opus-4-7 is listed in the new Bedrock CI account's foundation
models but invoke is denied (AccessDeniedException: "not available for
this account"). Bedrock access to the flagship Opus requires an AWS
Sales request, not the self-serve model-access toggle, so it can't be
enabled inline with the rest of the account migration.

Add an optional `skip_reason` to ModelEntry and set it on the
bedrock-claude-opus-4-7 entry; the grid test honors it via pytest.skip.
Cell count (231) and route coverage are unchanged, so the structural
asserts still pass. Restore coverage by deleting the one skip_reason
line once access is granted.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* test(bedrock): swap/skip legacy-gated models unavailable on new CI account

The migrated AWS account (941277531214) cannot access several models that
the old account could, so the remaining red CI jobs were hitting real
Bedrock "Access denied / Legacy" and "account not authorized" errors:

- image_gen: skip both Nova Canvas test classes (amazon.nova-canvas-v1:0 is
  legacy-gated), matching the existing titan skip.
- batches: skip test_async_file_and_batch (Bedrock batch inference is not
  authorized on the new account; requires an AWS support case).
- litellm_overhead: swap legacy claude-3-5-haiku for the active
  us.anthropic.claude-haiku-4-5 inference profile.
- test_completion_claude_3_function_call: swap legacy claude-3-sonnet for the
  active us.anthropic.claude-sonnet-4-5 inference profile.

https://claude.ai/code/session_01Y7zgHYu9GX29YRwV4yiWAa

* test(bedrock): fix remaining e2e legacy-model + batch failures on new CI account

- e2e_openai_endpoints: skip test_bedrock_batches_api (Bedrock batch inference
  is not authorized on account 941277531214) and migrate the missed
  s3_bucket_name in oai_misc_config.yaml to litellm-proxy-941277531214.
- build_and_test: swap legacy bedrock claude-3-sonnet for the active
  us.anthropic.claude-sonnet-4-5 inference profile in the proxy structured
  output e2e test.

https://claude.ai/code/session_01Y7zgHYu9GX29YRwV4yiWAa

* test(bedrock): make opus-4-7 + batch cells fail loudly and mock image-gen (#28791)

Replace the silent skips added for the new CI account with noisier behavior:
- reasoning-effort grid: opus-4-7 cells now fail (when AWS creds are present)
  instead of skipping, so the missing entitlement stays visible in CI; they
  still skip when AWS creds are absent (local dev)
- Bedrock batch inference tests: drop the skip so they run and fail until
  batch access is granted
- Titan + Nova Canvas image-gen tests: mock the Bedrock HTTP call so the
  transform + cost-tracking path stays under test without live model access

https://claude.ai/code/session_01MT7SWDnXUjv6e6EPG7BDjT

Co-authored-by: Claude <noreply@anthropic.com>

* test(bedrock): use pytest.xfail for known-failing opus-4-7 cells

Replace pytest.fail with pytest.xfail when a model has a fail_reason,
so known-broken cells stay visible as XFAIL without keeping CI red.

Co-authored-by: Yassin Kortam <yassin@berri.ai>

---------

Co-authored-by: Mateo <mateo@Mateos-MacBook-Pro.local>
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: Yassin Kortam <yassin@berri.ai>

---------

Co-authored-by: Dibyo Mukherjee <dibyo@adobe.com>
Co-authored-by: Mateo Wang <277851410+mateo-berri@users.noreply.github.com>
Co-authored-by: Mateo <mateo@Mateos-MacBook-Pro.local>
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: Yassin Kortam <yassin@berri.ai>
2026-05-25 19:52:43 -07:00
Mateo Wang
1b0ae3af83
fix(mcp-oauth): PROXY_BASE_URL escape hatch + diagnostic logging for {"detail":"invalid_request"} (#28086)
* fix(mcp-oauth): add PROXY_BASE_URL escape hatch + diagnostic logging for invalid_request

Customers hitting "{"detail":"invalid_request"}" on the MCP /authorize
endpoint had no way to recover when their ingress mangles X-Forwarded-*
headers (the same-origin check in validate_trusted_redirect_uri compares
the browser-supplied redirect_uri against get_request_base_url, which is
reconstructed from those headers).

Two contained changes:

  1. get_request_base_url now honours PROXY_BASE_URL as the canonical
     public origin when set, bypassing the X-Forwarded-* trust gate
     entirely. Operators who know their public URL can set it once
     instead of debugging ingress header rewrites.

  2. The rejection path in validate_trusted_redirect_uri emits a WARN
     log carrying the redirect_uri, computed proxy base, and the
     X-Forwarded-* / Host headers seen. A bare 400 was undiagnosable;
     this turns it into a one-line root-cause.

* test(mcp-oauth): capture warnings from correct logger ("LiteLLM")

Co-authored-by: Yassin Kortam <yassin@berri.ai>

* fix(mcp-oauth): reject malformed PROXY_BASE_URL with one-shot diagnostic

A scheme-less PROXY_BASE_URL (e.g. "litellm.example.com" instead of
"https://litellm.example.com") would sail through urlparse with empty
scheme + netloc, silently breaking every same-origin compare in
validate_trusted_redirect_uri and leaving the operator staring at the
same opaque 400 the env var was meant to fix.

Validate it once at read time: only honour values that parse as
http(s) URLs with a non-empty netloc; otherwise log a one-shot WARN
naming the bad value and fall through to the request-derived origin
so the proxy still serves traffic.

* fix(mcp/oauth): normalize PROXY_BASE_URL to strip query/fragment

Match the X-Forwarded-* path's normalization so a configured
PROXY_BASE_URL containing a query string or fragment does not break
downstream f-string concatenation like f"{base_url}/callback".

Co-authored-by: Yassin Kortam <yassin@berri.ai>

* refactor(mcp-oauth): drop non-essential comments from PROXY_BASE_URL changes

Strip narrative comments and verbose docstrings added in this PR; the
code is intuitive enough on its own and the log messages already carry
their own diagnostic context. Pre-existing comments are left untouched.

---------

Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: Yassin Kortam <yassin@berri.ai>
2026-05-16 17:48:03 -07:00
Shivam Rawat
fbe0ee81f1
fix(proxy): sort BYOK models by their displayed name in /v2/model/info (#28079)
* fix(proxy): sort BYOK models by team_public_model_name in /v2/model/info

Team BYOK rows persist an internal `model_name` like
`model_name_{team_id}_{uuid}` and expose the user-facing name via
`model_info.team_public_model_name`. The UI's `getDisplayModelName`
and the search filter already fall back to that field, but
`_sort_models` was keying off the raw `model_name` — so BYOK rows
ranked by their opaque IDs and clumped at the end of the alphabetized
list instead of interleaving with non-BYOK rows.

Match the UI/search behavior: prefer `team_public_model_name` when
present, fall back to `model_name` otherwise.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* fix(proxy): case-insensitive DB-side search for BYOK models

`_apply_search_filter_to_models` used Prisma's JSON path
`string_contains` to match the BYOK `team_public_model_name` field, but
that operator is case-sensitive in Postgres (no `mode: insensitive`
flag like column-level string filters have). So a search for "claude"
missed a stored "Claude Sonnet" via the DB branch even though the
router-side path matched it case-insensitively.

Widen the JSON branch to "row has a team_public_model_name set" and
filter case-insensitively in Python so DB-only BYOK rows match the
same terms users see in the UI. This also drops the now-unused
DB-level page-size optimization and `sort_by` knob — the in-Python
filter is the source of truth for `db_models_total_count` now.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* fix(proxy): scope BYOK search results to caller's accessible teams

`_apply_search_filter_to_models` was widened to fetch every row with a
`team_public_model_name` set so case-insensitive search could match
mixed-case stored names. `/v2/model/info` is reachable by non-admin
keys though, and the helper ran before `include_team_models` / `teamId`
filtering — so a non-admin caller could search a common substring like
"claude" and see BYOK rows belonging to teams they're not a member of.

Resolve the caller's team membership once (admin → no scoping, else
their `user_row.teams`) and drop BYOK rows (those with
`model_info.team_id` set) outside that scope on both the router-side
matches and the over-broad DB query, before display-name matching.
Non-team rows are unaffected and remain gated by the existing
`include_team_models` / `direct_access` paths.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* fix(proxy): search by team_public_model_name and scope teamId queries

- /v2/model/info search now matches both `model_name` and
  `model_info.team_public_model_name`, so team BYOK rows (which persist
  an internal `model_name_{team_id}_{uuid}`) are findable by the public
  name shown in the UI. DB query OR-includes a JSON-path match on
  `team_public_model_name` for rows that exist only in the DB.
- `_filter_models_by_team_id` no longer short-circuits on the viewer's
  `direct_access` flag — that describes the admin viewer's own
  permissions and would leak every public model into a team-scoped view.
  Models are kept only when they belong to the team (own BYOK, in
  access_via_team_ids, or reachable via team.models / access groups).
- Added `_authorize_team_id_query`: the untrusted `teamId` query
  parameter now requires the caller to be a proxy admin or a member of
  the requested team, otherwise returns 403. Without this, any
  authenticated user could enumerate another team's BYOK metadata by
  guessing the team id.
- `_get_caller_byok_team_scope` now treats `PROXY_ADMIN_VIEW_ONLY` the
  same as `PROXY_ADMIN` (both are admin roles); previously VIEW_ONLY
  admins fell through to a user-id team lookup and saw only their own
  teams' BYOK rows.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* fix(proxy): bound BYOK search DB fetch in /v2/model/info

Previously the DB-side search OR'd a JSON-path predicate
`{model_info: {path: [team_public_model_name], string_contains: ""}}`
to compensate for Prisma's case-sensitive JSON `string_contains` on
Postgres. That predicate matches every row that has any
`team_public_model_name` set, so any authenticated caller could force a
full BYOK-table read with `/v2/model/info?search=x` regardless of page
size.

Drop the JSON-path branch. The DB query now does a bounded
`model_name contains <search>` lookup. BYOK rows that are loaded into
the router are still searchable by their `team_public_model_name` via
the router-side filter; only the rare edge case of a BYOK row that
exists only in the DB (router sync failed) loses display-name search,
which is an acceptable trade-off given the DoS surface.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* fix(proxy): bound DB find_many in /v2/model/info search

The previous bounding patch dropped the page-aware `take=N` on
`find_many`, so a broad `?search=model` would load and decrypt every
matching DB row on each request even though the response only returns
one page.

Restore bounded fetches in `_apply_search_filter_to_models`:

* Unsorted searches use `take = max(0, page * size - router_count)`,
  i.e. exactly one page worth of remaining DB rows.
* Sorted searches need ordering across the full match set, so they cap
  at `_SORTED_SEARCH_DB_FETCH_CAP = 500` instead of fetching everything.
* Total count comes from a cheap `count(...)` query so pagination stays
  accurate without materializing every row.

Wired `page`, `size`, and `sortBy` through from the endpoint and added
a regression test covering both `take` values.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* refactor(proxy): extract DB-fetch helper to satisfy PLR0915

_apply_search_filter_to_models tripped Ruff's "too many statements"
(51 > 50) after the bounded-fetch fix. Move the DB-side block into
`_fetch_db_models_for_search`, which keeps the same behavior:

* Bounded `take` via page math (unsorted) or `_SORTED_SEARCH_DB_FETCH_CAP`
  (sorted)
* Cheap `count(...)` for accurate pagination totals
* Caller-team scope applied to fetched rows before decrypt

Pure refactor; no behavior change. All 8 BYOK/team tests still pass.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* style: apply black formatting to _fetch_db_models_for_search

CI's "Check Black formatting" step flagged one line in the helper added
in d55eecf6af. No behavior change.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-16 15:46:21 -07:00
ryan-crabbe-berri
0300333753
feat(otel): OTel-standard attributes on the proxy SERVER span (status code, route/path, preprocessing latency) (#28040)
* feat(otel): expose http.response.status_code on failure spans

Set the OTel-standard http.response.status_code (integer) on failure
spans alongside the existing OpenInference error.code (kept for
back-compat). error.type is already emitted via ERROR_TYPE.

Crucially, also record structured error attributes on the proxy SERVER
span ('Received Proxy Server Request') from async_post_call_failure_hook
- the only place the SERVER span is in hand. _handle_failure records on
the litellm_request child span (the parent span is not propagated into
its kwargs), so prior to this change the SERVER span that dashboards
query carried only span status, never error.code/error.type. Reuses
_record_exception_on_span + StandardLoggingPayloadSetup.get_error_information
so values match the child span.

Tests: recorder unit coverage + a hook-driven test asserting the SERVER
span is stamped (the gap recorder-only tests missed). Full
test_opentelemetry.py suite: 197 passed.

* feat(otel): set http.route + url.path on the proxy SERVER span

Add the OTel-standard http.route (low-cardinality route template, e.g.
/v1/threads/{thread_id}/runs) and url.path (literal path) to the SERVER
span ('Received Proxy Server Request') so dashboards can group traffic
by endpoint instead of seeing every path param as a unique value.

Same architectural gap as the status-code commit: the success/failure
logging handlers write the litellm_request CHILD span, and
_handle_success explicitly refuses to copy to the SERVER span. Verified
with a console-exporter run that the SERVER span was bare on success.

Unlike error info, route/path are known at request time, so set them
directly on the freshly-created SERVER span in user_api_key_auth (one
edit point, works for success and failure, no hook-ordering risk):
- http.route from the matched FastAPI route (scope['route'].path),
  empirically confirmed populated at auth-dependency time.
- url.path from the existing literal-path variable.
New get_request_route_template helper + set_proxy_request_route_attributes
(no-op on None span, so the Langfuse override stays safe).

Tests: route-attribute setter + route-template helper edges. Full
test_opentelemetry.py and test_auth_utils.py green.

* feat(otel): set litellm.preprocessing.duration_ms on the proxy SERVER span

Expose the total time LiteLLM spends before the upstream provider
request begins (auth + parsing + pre-call hooks) as a single number on
the SERVER span ('Received Proxy Server Request'). Window:
proxy-receive -> FIRST provider handoff.

Retry semantics: first attempt only (pure preprocessing, excludes
retry loops + backoff). api_call_start_time is overwritten on every
attempt, so a set-once first_api_call_start_time pins the first handoff.

Same architectural gap as the prior two commits: the success/failure
logging handlers write the litellm_request CHILD span, not the SERVER
span. Set it instead from the post-call hooks on
user_api_key_dict.parent_otel_span.

Failure-path subtlety: request_data.pop('litellm_logging_obj') runs
before the failure-hook loop, so the failure hook can't read the
logging object. litellm_received_at is propagated via the existing
request->metadata channel, and first_api_call_start_time is mirrored
onto litellm_params.metadata, so both anchors survive into request_data
and the OTel helper reads them uniformly for success and failure.

Edits: user_api_key_auth (stash receive instant), litellm_pre_call_utils
(propagate it), litellm_logging (set-once first handoff + metadata
mirror), opentelemetry (constant + set_preprocessing_duration_attribute,
called from both post-call hooks).

Tests: duration helper (both container shapes, missing/negative/None
edges) + set-once invariant (retry doesn't overwrite, metadata mirror).
test_opentelemetry.py + test_auth_utils.py + test_litellm_logging.py:
447 passed. Verified live: SERVER span carries the attribute on success
and failure, coexisting with the status-code and route attributes.

* fix(otel): MyPy type-narrowing for status-code + preprocessing-duration

No behavior change. MyPy (CI lint) flagged:
- error_information["error_code"] is str|None: narrow via a None-checked
  local before int().
- _to_timestamp returns Optional[float]: resolve both anchors and return
  early if either is None instead of subtracting possibly-None floats.

* fix(otel): stop polluting user request metadata with first_api_call_start_time

The PR3 set-once preprocessing anchor was mirrored into
litellm_params["metadata"] from core litellm_logging.py. That dict is
the caller's request metadata, mutated in place and shared across every
call path including pure SDK (litellm.acreate_batch). It got echoed into
LiteLLMBatch(metadata=...), which the OpenAI batch schema types as
Dict[str, str] -> pydantic ValidationError on a datetime value.

- litellm_logging.py: set first_api_call_start_time only on
  model_call_details (success path reads it there directly).
- proxy/utils.py: post_call_failure_hook lifts it off the logging object
  into request_data (internal top-level key, same convention as the
  other proxy-internal request_data keys) right before the existing
  litellm_logging_obj pop. Never touches user metadata.
- opentelemetry.py: read the anchor from the container top level
  (model_call_details on success, request_data on failure).
- Tests updated; add TestPostCallFailureHookLiftsFirstApiCallStartTime.

Fixes the batches_testing regression introduced on this branch.

* chore(otel): trim verbose comments to concise rationale

Collapse multi-line why-blocks to one or two lines and drop process/plan references (PR-numbering, "the plan") from test comments. No behavior change.
2026-05-16 13:45:08 -07:00
Yassin Kortam
014cb8fa9d
feat: add componentized proxy deployment with gateway, backend, ui, and migrations (#27557)
Split the monolithic LiteLLM proxy into independently scalable Kubernetes components to allow separate horizontal scaling of the LLM data plane and management API surfaces

- Add DatabaseURLSettings pydantic-settings model that assembles DATABASE_URL (and optional DATABASE_URL_READ_REPLICA) from discrete DATABASE_* env vars before Prisma initializes, supporting both IAM token auth (minting short-lived RDS tokens) and password auth; replaces the CLI-only path that componentized entrypoints bypass
- Add gateway component (port 4000) that trims the proxy route table to the LLM data-plane surface (chat, embeddings, completions, audio, realtime, provider passthroughs, health/metrics) via an allowlist applied inside the lifespan context so plugin-registered routes are captured
- Add backend component (port 4001) that exposes the management/admin surface (keys, users, teams, orgs, spend analytics, model management, SSO, audit logs) with a complementary allowlist
- Add ui component — Next.js static export served by nginx (port 3000) with RSC payload routing, asset prefix aliasing, and SPA fallback for dashboard routes
- Add migrations component with dedicated Dockerfile that runs prisma migrate deploy via a Helm pre-install/pre-upgrade Job, eliminating per-pod schema contention on the Prisma advisory lock
- Add Helm chart (helm/litellm) with separate Deployments, Services, HPAs, and ConfigMap for each component; shared _helpers.tpl emits DATABASE_*, IAM_TOKEN_DB_AUTH, REDIS_*, and DISABLE_SCHEMA_UPDATE env vars from chart values; ingress template routes traffic to the correct component by path prefix
- Add comprehensive tests for DatabaseURLSettings covering IAM auth, password auth, read replica fallbacks, operator-pinned URL preservation, and percent-encoding; add coverage test asserting gateway + backend allowlist union equals the full proxy route set
- Add pydantic-settings>=2.14.1 as a proxy extra dependency and update liccheck allowlist

Co-authored-by: Yassin Kortam <yassinkortam@g.ucla.edu>
2026-05-16 09:25:17 -07:00
Yuneng Jiang
ed8a8a634b
Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_/determined-yalow-811fee 2026-05-15 16:51:53 -07:00
Yuneng Jiang
953a8b1b85
test(proxy): isolate run_server CLI tests from prisma DB-setup path
test_keepalive_timeout_flag and test_timeout_worker_healthcheck_flag
were the only run_server tests in test_proxy_cli.py that neither
stripped DATABASE_URL/DIRECT_URL nor mocked the prisma DB path. When a
DATABASE_URL is present (CI/env leak), run_server --local enters the DB
block and blocks in the un-timeout'd subprocess.run(["prisma"]) at
proxy_cli.py:987 plus the ProxyExtrasDBManager migrate-deploy retry
loops, ~370s per test on the CI runner. --dist=loadscope pins both to
one xdist worker, so the proxy-infra job appears stuck at 99% and hits
the 20-min timeout.

Apply the same isolation every other run_server test in this file
already uses: mock PrismaManager.setup_database +
should_update_prisma_schema and strip DATABASE_URL/DIRECT_URL. Full
module drops from 31.7s to 2.9s locally; both tests fall off the slow
list.
2026-05-15 16:51:45 -07:00
Yuneng Jiang
a4a1726d99
test(proxy): add endpoint-level regression for /config/update double-encryption
Adds test_update_config_env_var_round_trip_not_double_encrypted, which
drives the real /config/update handler: first write plaintext, then
re-POST the stored ciphertext (the Admin UI round-trip) and assert the
value is not stacked with a second encryption layer and untouched keys
stay byte-identical. Verified to fail against the pre-fix handler and
pass after. Also tightens the unit test to exactly three ciphertext
re-feeds.
2026-05-15 15:29:08 -07:00
Yuneng Jiang
0d8c9137fb
fix(proxy): make /config/update env-var encryption idempotent
A single decrypt-then-encrypt chokepoint (_encrypt_env_variables_for_db)
now backs both update_config and save_config. Re-submitting a value the
Admin UI read back from /get/config/callbacks as ciphertext no longer
stacks a second encryption layer, which previously decrypted to garbage
and silently broke the callback. The chokepoint decrypts with the pure
_decrypt_db_variables (no os.environ mutation on the write path) and
encrypts exactly once; update_config merges only the sent keys so
untouched env vars keep their stored ciphertext byte-for-byte.
2026-05-15 15:14:18 -07:00
Sameer Kankute
106b2f2da8
Merge pull request #27977 from BerriAI/litellm_mcp_internal_delegate_pkce
fix(mcp): delegate PKCE bypass for internal MCP servers
2026-05-15 22:57:48 +05:30
Sameer Kankute
c2efe9e422
fix(vertex-ai): fix zero cost/usage on completed Vertex AI batch jobs (#27912)
* fix(vertex-ai): fix zero cost/usage on completed Vertex AI batch jobs

Vertex batch jobs recorded 0 spend and 0 tokens after PR #25627 added
automatic transformation of GCS predictions.jsonl to OpenAI format.

Two bugs fixed:

1. batch_utils.py: the Vertex-specific cost/usage reader
   (calculate_vertex_ai_batch_cost_and_usage) was always invoked and
   reads raw usageMetadata fields that no longer exist in the
   OpenAI-shaped output. Now the reader is only used when
   disable_vertex_batch_output_transformation=True; otherwise the
   generic path handles the already-transformed OpenAI-shaped content.

2. cost_calculator.py: batch_cost_calculator skipped the global
   litellm.get_model_info() lookup when a model_info dict was passed
   in, even when that dict had no pricing fields (e.g. deployment
   metadata with only id/db_model). It now falls back to the global
   pricing table when the provided model_info has no pricing data.

Co-authored-by: Cursor <cursoragent@cursor.com>

* Update litellm/cost_calculator.py

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

* fix(cost-calculator): use not-any guard for pricing fallback in batch_cost_calculator

Co-authored-by: Cursor <cursoragent@cursor.com>

* fix(cost-calculator): treat explicit zero batch pricing as set in model_info

The fallback to litellm.get_model_info() used truthy checks on pricing
fields, so 0.0 was treated as missing and replaced by global rates.
Use `is not None` like elsewhere in cost calculation. Add regression test.

Co-authored-by: Sameer Kankute <Sameerlite@users.noreply.github.com>

---------

Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
Co-authored-by: Sameer Kankute <Sameerlite@users.noreply.github.com>
2026-05-15 04:47:02 -07:00
Sameer Kankute
fe755ee02a
feat(proxy): fix vector store retrieve/list/update/delete without model (#27929)
* feat(proxy): fix vector store retrieve/list/update/delete routing without model

Co-authored-by: Cursor <cursoragent@cursor.com>

* fix(proxy): remove unchecked query-param injection in vector store management endpoints

Co-authored-by: Cursor <cursoragent@cursor.com>

* test(proxy): use subset assertion for vector store route test to allow extra kwargs like shared_session

Co-authored-by: Cursor <cursoragent@cursor.com>

---------

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-15 04:37:59 -07:00
Sameer Kankute
4e2b2d9d1f
fix(mcp): expose delegate_auth_to_upstream in MCP server list rows (#27936)
_build_mcp_server_table omitted delegate_auth_to_upstream, so GET /v1/mcp/server always returned the default false while the registry kept the DB value.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-15 04:32:14 -07:00
Sameer Kankute
d855e56333
chore(mcp): warn on internal + upstream PKCE delegate
Log verbose_logger.warning when loading oauth2 interactive servers with
available_on_public_internet=false and delegate_auth_to_upstream=true
(config + DB). Dashboard Alert for the same combo. CLAUDE note for
operators. Tests for log and M2M skip.
2026-05-15 10:05:35 +05:30
Sameer Kankute
5aabfccf57
fix(mcp): allow delegate PKCE bypass for internal MCP servers
Remove available_on_public_internet gating from delegate-auth-to-upstream
paths so oauth2 + delegate_auth_to_upstream interactive servers behave
the same when marked internal. Keeps M2M exclusion. Updates tests.
2026-05-15 08:32:09 +05:30
Dennis Henry
9b6ab55c5f
fix: allow for allowlisted redirect URIs (#27761)
* fix: allow for allowlisted redirect URIs

* github comment addressing

* Update litellm/proxy/_experimental/mcp_server/oauth_utils.py

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

* harden oauth wildcard further

* test: cover wildcard entry with dot-leading suffix rejection

---------

Co-authored-by: veria-ai[bot] <224490171+veria-ai[bot]@users.noreply.github.com>
2026-05-14 11:19:30 -07:00
Mateo Wang
7a462a4220
fix(rate-limit): stop v3 limiter from leaking internal stash to provider body (#27913)
* fix(rate-limit): stop v3 limiter from leaking internal stash to provider body

PR #27001 (atomic TPM rate limit) introduced a reservation flow that
writes four LiteLLM-internal keys onto the request data dict:

  _litellm_rate_limit_descriptors
  _litellm_tpm_reserved_tokens
  _litellm_tpm_reserved_model
  _litellm_tpm_reserved_scopes
  _litellm_tpm_reservation_released

These keys are forwarded as request body params to the upstream provider,
which rejects them as unknown fields:

  OpenAI    -> 400 'Unknown parameter: _litellm_rate_limit_descriptors'
              (mapped by litellm to RateLimitError / 429, hiding the bug
               behind a misleading 'throttling_error' code)
  Anthropic -> 400 '_litellm_rate_limit_descriptors: Extra inputs are
               not permitted'

Net effect: every chat completion against any real provider fails the
moment a virtual key has any tpm_limit / rpm_limit set — i.e. v3-enforced
key-level TPM/RPM limits are broken end-to-end. The v3 RPM/TPM check
itself still runs (raises 429 on over-limit), but the success path
poisons the upstream body.

Reproduced on litellm_internal_staging HEAD (410ce761dc) against
gpt-4o-mini and claude-haiku-4-5 with a 1-RPM/1-TPM key — first request
fails with the provider's unknown-field error.

Fix: the stash is metadata only.

  - Add RATE_LIMIT_DESCRIPTORS_KEY constant and a _LITELLM_STASH_KEYS
    registry so we have a single source of truth for stash keys.
  - New helper _stash_value_in_metadata_channels writes to
    data['metadata'] / data['litellm_metadata'] without touching the
    top level.
  - _stash_reservation_in_data and the descriptor stash now route
    through that helper. _mark_reservation_released stops writing
    top-level.
  - _lookup_stashed_value also checks kwargs['metadata'] /
    kwargs['litellm_metadata'] (raw request_data shape) in addition to
    kwargs['litellm_params']['metadata'] (completion kwargs shape).
  - async_post_call_failure_hook now reads descriptors via the unified
    metadata lookup instead of request_data.get(top-level).
  - Defense in depth: async_pre_call_hook strips any stash key that
    somehow surfaced at the top level (stale cache, future refactor,
    test fixture) before returning.

Tests:
  - New regression test asserts no _litellm_* stash key is present at
    the top level of data after async_pre_call_hook, and that the
    metadata channel still carries the reservation + descriptors so
    success / failure reconciliation works.
  - Existing test_tpm_concurrent.py tests that asserted top-level
    presence are updated to read from data['metadata'] — the location
    is an implementation detail; the spec is that post-call callbacks
    can resolve the stash.

Verified end-to-end against OpenAI gpt-4o-mini and Anthropic
claude-haiku-4-5 via /v1/chat/completions on a low-rpm key:

  - With limits not exceeded: HTTP 200, valid completion response,
    no leaked fields in body.
  - With RPM exceeded: HTTP 429 from v3 enforcement
    ('Rate limit exceeded ... Limit type: requests').
  - With TPM exceeded: HTTP 429 from v3 enforcement
    ('Rate limit exceeded ... Limit type: tokens').

Full v3 hook test suite passes (171 tests).

Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>

* chore(rate-limit): use RATE_LIMIT_DESCRIPTORS_KEY constant in test, trim noisy comments

Address greptile P2: test fixture now uses the imported constant.
Drop comments that re-explain what well-named identifiers already convey.

* fix(rate-limit): reject caller-supplied stash values to prevent TPM-refund abuse

Strip _LITELLM_STASH_KEYS from data top-level and both metadata channels at
the start of async_pre_call_hook. Without this, an authenticated caller can
inject _litellm_rate_limit_descriptors plus _litellm_tpm_reserved_tokens in
body metadata, trigger a proxy-side rejection, and cause
async_post_call_failure_hook to refund TPM counters against attacker-named
scopes (e.g. another tenant's api_key).

---------

Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>
2026-05-14 10:53:04 -07:00
Yassin Kortam
a6494e6fe3
perf: eliminate per-request callback scanning on proxy hot path (#27858)
- Introduce `_CallbackCapabilities` dataclass and `ProxyLogging._callback_capabilities()` static method that inspects `litellm.callbacks` once and caches capability flags keyed on (list length, member ids); invalidates automatically when the callback list mutates without per-request iteration overhead
- Replace O(n) `litellm.callbacks` walks in `async_pre_call_hook`, `during_call_hook`, `async_post_call_streaming_iterator_hook`, `async_post_call_streaming_hook`, and `post_call_response_headers_hook` with fast-path exits when no relevant callbacks are registered
- Add `needs_iterator_wrap()` and `needs_per_chunk_streaming_hook()` instance methods to decouple iterator-level wrapping from per-chunk hook execution; avoids `get_response_string` materialization per chunk when no guardrail or chunk-hook callback is active
- Introduce `_fast_serialize_simple_model_response_stream()` using `orjson` for common single-choice text streaming chunks, bypassing the full Pydantic serializer; falls back to `model_dump_json` for tool calls, logprobs, usage, and provider-specific fields
- Add early-return in `_restamp_streaming_chunk_model` when downstream model already matches the requested model, avoiding unnecessary string comparisons on every chunk
- Fix stale zero-cost cache bug in `_is_model_cost_zero`: move the per-router `_zero_cost_cache` dict onto the `Router` instance and clear it in `_invalidate_model_group_info_cache` so in-place pricing updates via `upsert_deployment` immediately resume budget enforcement
- Add `scripts/benchmark_chat_completions_perf.py`: standalone async benchmarking tool with a mock OpenAI provider, LiteLLM proxy process management, non-streaming RPS, streaming TTFT, and full-stream latency measurements with repeat/median run support
- Add comprehensive unit tests covering capability detection, cache invalidation, fast-path correctness, zero-cost cache regression, and the no-callback streaming fast path

Co-authored-by: Yassin Kortam <yassinkortam@g.ucla.edu>
2026-05-14 09:28:31 -07:00
vladpolevoi
65d6ad82ef
feat(lasso): add tool-calling support to LassoGuardrail (#27648)
* feat(lasso): extend LassoGuardrail to support tool calling (RND-5748)

* fix(lasso): PR review followups for tool-calling guardrail (RND-5748)

* fix(lasso): handle object-style tool_calls in _update_tool_calls_from_masked (RND-5748)

* fix(lasso): use model role for tool_use blocks (RND-5748)

* test(lasso): add round-trip tests for message transformation (RND-5748)

* fix(lasso): remove unused imports, handle Responses-API input masking, flatten multimodal content (RND-5748)

* fix(lasso): inspect Responses-API input field (RND-5748)

* fix(lasso): guard text-cursor remap against Lasso count mismatch (RND-5748)

* fix(lasso): flatten list content in tool_result.content (RND-5748)

* fix(lasso): remap multimodal list content during masking (RND-5748)

Bug: _map_masked_messages_back counted list-content messages in
original_text_count but the remap loop only handled isinstance(str).
The positional text_cursor never advanced for list messages, causing
all subsequent masked texts to be written onto the wrong messages.

Fix: added elif isinstance(content, list) branch that replaces the
list with the masked text string and advances the cursor — mirrors
the existing string-content branch. Also handles the assistant +
tool_calls combo for list-content messages.

Test: test_map_masked_messages_back_list_content verifies a user
message with [text + image_url] followed by an assistant message
gets correct masked content on both (cursor stays aligned).

* refactor(lasso): extract _get_field and _extract_tool_call_fields helpers (RND-5748)

The dict-vs-object access pattern (x.get('y') if isinstance(x, dict)
else getattr(x, 'y', None)) was duplicated 14 times across 5 methods.

_get_field(obj, field) — single-point dict/Pydantic field access.
_extract_tool_call_fields(call) — returns (call_id, name, parsed_input)
with JSON argument parsing, replacing ~30 duplicate lines in both
async_post_call_success_hook and _expand_messages_for_classification.

Also simplified _update_tool_calls_from_masked, _prepare_payload tool
mapping, and _apply_masking_to_model_response call_id extraction.

Net ~60 lines removed. No behavior change — all 32 tests pass.

* fix(lasso): add count guard to _apply_masking_to_model_response (RND-5748)

_apply_masking_to_model_response used a bare text_cursor without
verifying 1:1 correspondence between text-bearing choices and masked
text entries. If Lasso returned a different number of text messages
than choices with content, masked text would be applied to the wrong
choice or silently skip choices.

Added the same count-mismatch guard pattern already used in
_map_masked_messages_back: count original text-bearing choices,
compare to masked_text length, skip text remap on mismatch with a
warning log. Tool_call masking via id-based lookup is unaffected.

Tests:
- test_apply_masking_to_model_response_multiple_choices: verifies
  correct per-choice masked text with 2 choices
- test_apply_masking_to_model_response_count_mismatch: verifies
  content is left unchanged when counts disagree

* fix(lasso): close two guardrail-bypass paths flagged in review (RND-5748)

* tool-call args: when function.arguments is malformed JSON or parses
  to a non-object, preserve the raw string as {"arguments": <raw>} so
  Lasso still inspects it instead of receiving input=None. Covers both
  pre-call and post-call extraction (shared helper). Also resolves the
  CodeQL empty-except warning since the except body now assigns parsed=None.
* Responses-API input: when a request carries both "messages" and
  "input", inspect both. Previously a benign messages array let the
  guardrail skip data["input"] entirely. The masking write-back is
  split via a count boundary so masked messages flow back to
  data["messages"] and masked input flows back to data["input"]
  without cross-contamination.

Tests: malformed/non-object args round-trip, dual-field classification,
dual-field masking write-back split.

* chore(lasso): black formatting + comment on expand skip branch (RND-5748)

* black: wrap two long expressions in lasso.py and reformat dict
  literals in test_lasso.py to satisfy CI lint.
* add a short comment in _expand_messages_for_classification
  explaining why empty string and None content are intentionally
  skipped (None is the OpenAI shape for a pure tool-call turn).

* fix(lasso): satisfy mypy in _handle_masking, _update_tool_calls_from_masked, _apply_masking_to_model_response (RND-5748)

* Narrow `response.get("messages")` into a local before slicing so
  mypy doesn't see `Optional[List[Dict[str, str]]]` as non-indexable.
* Rename the two write-side `func` bindings in
  `_update_tool_calls_from_masked` to `func_dict` / `func_obj` so
  mypy doesn't unify the dict and Any|None branches.
* Rename the inner loop variable in `_apply_masking_to_model_response`
  from `msg` to `masked_msg` to avoid clashing with the
  `msg = choice.message` rebinding below.

No behavior change; resolves the 7 mypy errors from the CI lint job.
2026-05-14 08:35:24 -07:00
Kenan Yildirim
649eb2d176
fix(guardrails): improve CrowdStrike AIDR input handling (#26658) 2026-05-14 06:25:47 -07:00
Krrish Dholakia
410ce761dc
fix: tighten budget field validation and authorization checks (#27897)
* fix: block NaN/Inf budget bypass and add missing non-admin guards

Addresses three security issues:

GHSA-wvg4-6222-3q4r: /user/update exposes max_budget, soft_budget, spend
to self-editing non-admin users with no server-side guard. Non-admin callers
now receive HTTP 403 if any of those fields appear in the update payload.

GHSA-q775-qw9r-2r4g: _enforce_upperbound_key_params returned early (no-op)
when upperbound_key_generate_params was absent from config, letting any
authenticated user generate a key with unlimited max_budget. Fix adds a
delegated-authority ceiling in _common_key_generation_helper: non-admins
cannot grant a key more budget than their own key carries.

GHSA-2rv4-xv66-fpjg: float('nan') passes every `value < 0` guard because
nan < 0 is False in Python, and spend >= nan is always False, permanently
disabling budget enforcement for any entity carrying a NaN max_budget.
All write-time budget guards now use `not math.isfinite(v) or v < 0`.
_enforce_upperbound_key_params validates finiteness unconditionally (before
the early-return). All spend-enforcement comparisons in auth_checks.py are
now guarded with math.isfinite(max_budget) as defense-in-depth.

Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>

* fix: close budget ceiling bypass for callers with no max_budget (GHSA-q775)

Non-admin callers whose API key has no explicit max_budget (None) could
bypass the delegated-authority ceiling and create keys with arbitrary
budgets. Now blocks budget assignment when caller has no budget configured.
Also removes redundant inline import of LitellmUserRoles.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* fix: only apply budget ceiling to explicitly requested max_budget

Capture the caller-supplied max_budget before _enforce_upperbound_key_params
can fill it with a default, so auto-filled defaults don't trigger the
ceiling guard for non-admin users with no budget on their own key.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* fix: capture requested max_budget before any defaults are applied

Move _requested_max_budget capture before both default_key_generate_params
and upperbound_key_generate_params mutations, so auto-filled values don't
trigger the ceiling check for non-admin users.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* fix: allow unlimited-budget callers to delegate any budget

Callers with max_budget=None (unlimited) can legitimately create
budget-capped keys. Only block when caller has an explicit budget
and the requested budget exceeds it.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

---------

Co-authored-by: yuneng-jiang <yuneng@berri.ai>
Co-authored-by: ryan-crabbe-berri <ryan@berri.ai>
Co-authored-by: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>
2026-05-14 05:41:13 +00:00
Yassin Kortam
de1747dca8
fix(spend-logs): redact echoed prompts in error_information (LIT-2992) (#27689)
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Provider validation errors (e.g. OpenAI RateLimitError carrying 178
pydantic errors each with their own 'input': [...]) were stored verbatim
in LiteLLM_SpendLogs.metadata.error_information.error_message via
str(original_exception), producing rows >12 MB.

Sanitize before metadata is serialized:
- redact 'input'/'messages' values in both error_message and traceback
  when store_prompts_in_spend_logs is False (back-door leak paths)
- always apply the MAX_STRING_LENGTH_PROMPT_IN_DB size cap to
  error_message and traceback (DB-storage safeguard)

Value scanning uses a parser-based balanced-bracket walk that respects
string quoting, so multi-modal payloads ('messages': [{'content': [...]}])
and user text containing literal brackets ("secret[123") are handled
correctly instead of leaking past a depth-1 regex.

Scoped to the spend-log path so OTEL/Datadog/etc. callbacks still
receive the untruncated error per LITELLM_TRUNCATION_DB_SAFEGUARD_NOTE.

Co-authored-by: Yassin Kortam <yassinkortam@g.ucla.edu>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-13 22:11:24 -07:00
Krrish Dholakia
8bbc61e03c
fix: harden /key/update authorization checks (#27878)
* fix: patch Host-header auth bypass in get_request_route

Starlette reconstructs request.url from the Host header. A malformed
Host like `localhost/?x=1` causes Starlette to build the full URL as
`http://localhost/?x=1/health`, which url-parses to path="/". Since "/"
is in LiteLLMRoutes.public_routes, all protected routes became reachable
without authentication.

Fix: read scope["path"] (set by uvicorn from the HTTP request line,
not derivable from headers) instead of request.url.path. Sub-path
deployments are handled via scope["app_root_path"] / scope["root_path"],
mirroring Starlette's own base_url construction logic.

Affected variants confirmed fixed:
  Host: localhost/?x=1
  Host: localhost:4000/?x=1
  Host: localhost/#test
  Host: localhost:4000/#test

Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>

* style: reduce comments in route fix

Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>

* fix: block credential fields in RAG ingest vector_store options

Credential fields (vertex_credentials, aws_access_key_id, api_key, etc.)
in ingest_options.vector_store are now rejected at the API boundary with
a 400 error. Credentials must be configured server-side.

Previously any authenticated user could supply a vertex_credentials dict
with type=external_account pointing credential_source.file at an
arbitrary path (e.g. /proc/1/environ) and token_url at an
attacker-controlled server. google-auth's identity_pool.Credentials
refresh() would read the file and POST its contents to the attacker.

Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>

* fix: block /key/update self-escalation by assigned users

Non-admin users who were assigned a key (created_by != caller) could
update any non-budget field — models, rpm_limit, guardrails, etc. —
without admin authorization, allowing privilege self-escalation.

Gate: only the key creator (created_by == caller) may edit their own
key without admin check; budget changes always require admin regardless
of creator status. All other callers must pass _check_key_admin_access.

Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>

* fix: block user-controlled api_base in RAG ingest vector_store options

A user-supplied api_base in ingest_options.vector_store caused the server
to forward its configured provider credentials (Gemini, OpenAI) to an
attacker-controlled endpoint via SSRF.

Add api_base to the blocked credential params set alongside api_key and
the existing credential fields.

Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>

* fix: restrict /utils/transform_request to PROXY_ADMIN and apply body safety check

Any authenticated internal_user could POST arbitrary provider config
(aws_sts_endpoint, api_base, etc.) to /utils/transform_request and have
the server forward its credentials to an attacker-controlled endpoint.

- Gate the endpoint on PROXY_ADMIN role (403 for all other roles)
- Call is_request_body_safe() to reject banned params even for admins
- Convert ValueError from safety check to HTTP 400

Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>

* fix: apply banned-param check to /utils/transform_request

Without is_request_body_safe(), any authenticated user could pass
aws_sts_endpoint, api_base, or aws_web_identity_token to
/utils/transform_request and have the server forward its configured
provider credentials to an attacker-controlled endpoint during SDK
credential resolution.

Applies the same banned-param blocklist already used by LLM endpoints.
Endpoint remains accessible to all authenticated users.

Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>

* fix: block SSRF via api_base in /prompts/test dotprompt YAML frontmatter

Any frontmatter key not in ["model","input","output"] flowed into
optional_params and was merged into the LLM call data dict, bypassing
is_request_body_safe. An attacker with any bearer key could set
api_base in YAML to redirect the outbound LLM request — including the
provider API key — to an attacker-controlled host.

Fix: call is_request_body_safe on the constructed data dict after
optional_params are merged, before invoking ProxyBaseLLMRequestProcessing.
ValueError from the banned-param check is surfaced as HTTP 400.

Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>

* Update litellm/proxy/rag_endpoints/endpoints.py

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

* fix: coerce nested config strings before banned-param check

_NESTED_CONFIG_KEYS descent used isinstance(nested, dict) which silently
skipped litellm_embedding_config when delivered as a JSON string via
multipart/form-data. Banned params (api_base, aws_sts_endpoint, etc.)
nested inside the stringified value were invisible to is_request_body_safe.

_NESTED_METADATA_KEYS already used _coerce_metadata_to_dict which parses
JSON strings before checking. Apply the same coercion to _NESTED_CONFIG_KEYS.

Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>

* fix: replace substring match with prefix match in is_llm_api_route

mapped_pass_through_routes used `_llm_passthrough_route in route` (substring)
so any admin-only path whose URL contained a provider name (openai, anthropic,
azure, bedrock, etc.) was misclassified as an LLM API route and bypassed the
admin gate in non_proxy_admin_allowed_routes_check.

Confirmed live: non-admin key could GET /credentials/by_name/openai (read
masked provider API key) and DELETE /credentials/openai (delete credential).

Fix: use exact match or startswith(prefix + "/") — the same pattern used
everywhere else in RouteChecks — so only routes that actually start with a
passthrough prefix are allowed through.

Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>

* fix: stabilize PR #27878 test failures

- key_management_endpoints: extend can_skip_admin_check to team keys so
  team members with /key/update permission can update non-budget fields.
  can_team_member_execute_key_management_endpoint already validates team
  membership + permission and raises if unauthorized; reaching the admin
  check on a team key means the caller was authorized.

- test: set created_by on mock key in
  test_update_key_non_budget_fields_allowed_for_internal_user so
  caller_is_creator resolves correctly (MagicMock default ≠ user_id).

- auth_utils.get_request_route: guard against non-dict request.scope
  (e.g. MagicMock in unit tests) to prevent a MagicMock leaking into
  UserAPIKeyAuth.request_route and failing Pydantic validation.

- ci: assign test_multipart_bypass_repro.py to the proxy-runtime shard
  in test-unit-proxy-db.yml to satisfy the shard-coverage check.

Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>

* fix(lint): add explicit str() cast in get_request_route for MyPy

scope.get() returns Any|None which MyPy cannot coerce to str implicitly.
Wrap both scope.get() calls in str() to satisfy the type checker.

Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>

* fix: guard bare-/ root_path strip + make total_spend migration idempotent

auth_utils.get_request_route: when Starlette sets scope["app_root_path"]
to "/" (e.g. behind some middleware), the old stripping logic would
remove the leading slash from every path ("/team/new" → "team/new"),
breaking route matching and causing auth to misclassify protected routes.
Skip stripping when root_path is bare "/".

migration: add IF NOT EXISTS to total_spend ALTER TABLE so the migration
is safe to replay when a prior partial run already created the column.
Without this guard, prisma migrate deploy fails on CI DBs that were
partially migrated, causing all subsequent DB operations (including
/team/new) to 500.

Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>

* fix: require creator still owns key for personal-key bypass in /key/update

caller_is_creator now requires both created_by == caller AND user_id ==
caller. Previously checking only created_by let a demoted admin who
originally created a key for another user continue editing non-budget
fields on it after reassignment, bypassing _check_key_admin_access.

Adds regression test: creator whose key was reassigned is blocked (403).

Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>

* fix: extract auth checks to fix PLR0915 + broaden max_budget assertion

internal_user_endpoints._update_single_user_helper exceeded 50 statements
(PLR0915). Extract authorization checks into _check_user_update_authz helper
to bring statement count under the limit.

test_validate_max_budget: assert "negative" (substring of both the local
"cannot be negative" and the CI "non-negative finite number" messages) so
the test is stable regardless of which exact wording the function uses.

Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: veria-ai[bot] <224490171+veria-ai[bot]@users.noreply.github.com>
2026-05-14 04:16:04 +00:00
yuneng-jiang
0c4982042a
Merge pull request #27892 from BerriAI/worktree-fix-mcp-byok-oauth
Worktree fix mcp byok oauth
2026-05-13 21:06:25 -07:00
yuneng-jiang
e3e5209f51
Merge pull request #27801 from stuxf/chore/get-instance-fn-runtime-s3-gate
chore(proxy): refuse remote-URL instance-fn loads outside config-file path
2026-05-13 20:53:54 -07:00
user
626b768d25
chore(tests): drop redundant membership check; trim test comment
``test_azure_ad_token_is_in_banned_list`` only asserted tuple
membership of a name the parametrized test already exercises end-to-end
through ``is_request_body_safe``. Removed.

Tightened the admin-opt-in test comment.
2026-05-14 03:39:15 +00:00
user
5e56022553
chore(proxy): coerce stringified nested-config containers before descent
``_NESTED_CONFIG_KEYS`` descent used ``isinstance(nested, dict)``, so a
caller sending ``extra_body`` as a JSON-encoded string instead of an
object (the same shape multipart/form-data clients use for
``litellm_metadata``) skipped the banned-key check entirely. Switched to
``_coerce_metadata_to_dict`` so the JSON-string path is parsed before
descent — mirrors the existing handling on ``_NESTED_METADATA_KEYS``.
2026-05-14 03:37:14 +00:00
user
2519ac161e
chore(proxy): cover extra_body + azure_ad_token in banned-params check
``extra_body`` is the OpenAI-SDK passthrough container. Provider
modules read provider-auth fields out of it directly (Azure's
``extra_body.azure_ad_token``, Bedrock's
``extra_body.aws_web_identity_token``, etc.) without re-validating, so
the boundary check has to walk it the same way it walks
``litellm_embedding_config``. Adding it to ``_NESTED_CONFIG_KEYS``
extends single-level banned-key descent into the container — top-level
admin opt-ins (``allow_client_side_credentials`` /
``configurable_clientside_auth_params``) still apply.

``azure_ad_token`` was not in ``_BANNED_REQUEST_BODY_PARAMS`` despite
being the bearer-token field the Azure transformer resolves through
``get_secret`` (same shape as ``aws_web_identity_token`` on the
Bedrock STS path). Added so it can't be supplied per-request without
an admin opt-in.
2026-05-14 03:29:16 +00:00
Sameer Kankute
1294165768
feat(mcp): support MCP access group names in URL-based namespacing (#27726)
* feat(mcp): support MCP access group names in URL-based namespacing

Extends dynamic_mcp_route to resolve /{name}/mcp requests where {name}
is an MCP access group tag or a comma-separated list of servers/groups,
matching what the documentation promised but the handler did not implement.

Resolution order: registered server alias → toolset → comma-separated
list → single access group tag (404 if none match).

Adds unit tests covering all four resolution paths plus 404 cases.

Co-authored-by: Cursor <cursoragent@cursor.com>

* fix(mcp): address Greptile review comments on dynamic_mcp_route

- Move comma-separated check before toolset DB lookup so comma names
  short-circuit without hitting the database
- Cache access-group DB lookups via user_api_key_cache to avoid a raw
  find_many on every request (matches toolset caching pattern)
- Remove unused response_started variable from _forward_as_mcp_path
- Update tests to assert comma list skips toolset call and to mock cache

Co-authored-by: Cursor <cursoragent@cursor.com>

* refactor(mcp): extract helpers to fix PLR0915 too-many-statements in dynamic_mcp_route

Extract _mcp_forward_as_path and _is_mcp_access_group_cached as
module-level helpers so dynamic_mcp_route stays under the 50-statement
limit. Update tests to patch the new module-level symbols directly.

Co-authored-by: Cursor <cursoragent@cursor.com>

* Avoid caching missing MCP access groups

* fix(mcp): stream MCP responses via _stream_mcp_asgi_response instead of buffering

_mcp_forward_as_path previously accumulated the full response body in
memory before sending it. Replace the buffering custom_send pattern with
_stream_mcp_asgi_response, which uses an asyncio.Queue bridge so chunks
are yielded to the client as they arrive, preventing unbounded memory
growth on large or long-lived MCP responses.

Co-authored-by: Cursor <cursoragent@cursor.com>

* fix(mcp): short-TTL negative cache for access-group existence lookup

An unauthenticated caller could repeatedly request /<unknown>/mcp and
force a fresh DB lookup for the access-group existence check on every
request (only positive results were cached). Cache negative results
for a short DEFAULT_MCP_ACCESS_GROUP_NEGATIVE_CACHE_TTL window (10s by
default) so the DB is shielded from flooding while a transient DB error
(which surfaces as an empty list) cannot hide a real group for long.

https://claude.ai/code/session_01SjyPmwfmrq8fveFgw9iHW9

* fix(mcp): use plain int for access-group negative cache TTL

Drop the os.getenv wrapper around DEFAULT_MCP_ACCESS_GROUP_NEGATIVE_CACHE_TTL
to avoid the documentation_test_env_keys check failing on the new variable.
The negative-cache window is a small internal tuning constant, not a
user-facing knob, so a plain integer is clearer than an env override.

https://claude.ai/code/session_01SjyPmwfmrq8fveFgw9iHW9

* fix(mcp): validate, dedupe, and cap CSV tokens in dynamic MCP route

For /{name1,name2,...}/mcp, validate every token resolves to a known
server alias or access group, dedupe case-insensitively, and cap at
DEFAULT_MCP_NAMESPACE_CSV_MAX_TOKENS=16 before forwarding.

- Bounds the per-request DB / cache fan-out an authenticated caller can
  trigger by stuffing the path with tokens (raised by veria-ai).
- Returns 404 instead of forwarding when no token resolves, so the
  downstream server filter cannot silently fall back to the full
  allowed_mcp_servers list (raised by Cursor agentic security review).
- Forwards only the resolved subset, so unknown tokens cannot ride along
  into the downstream filter.

Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>

* fix(mcp): exact-match CSV token dedupe to preserve case-sensitive distinct tokens

Bugbot flagged that case-insensitive dedup on `MyGroup,mygroup` could
collapse to whichever case appeared first and silently drop the matching
casing if the downstream resolver is case-sensitive. Switch to exact-match
dedup so distinct casings survive; whitespace-only differences still
collapse via the .strip() before comparison.

Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>

---------

Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Claude <claude@anthropic.com>
Co-authored-by: mateo-berri <mateo@berri.ai>
Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>
2026-05-13 20:20:38 -07:00
user
aced4295bb
chore(proxy): also scrub guardrail callbacks / module paths from DB overlay
A guardrail entry's ``callbacks`` list (v1: ``{name: {callbacks:[...]}}``,
v2: ``{guardrail_name, litellm_params: {callbacks: [...], guardrail:
"module.path"}}``) is iterated during config load and threaded through
``get_instance_fn``. A PROXY_ADMIN persisting
``litellm_settings.guardrails[*].callbacks: ["s3://..."]`` or
``litellm_settings.guardrails[*].litellm_params.guardrail: "s3://..."``
via ``/config/update`` was not covered by the previous scrub matrix.

Walk both v1 and v2 entry shapes and null out remote-URL callbacks /
module-path values before the merge. Adds four regression tests.
2026-05-14 01:24:51 +00:00
Krrish Dholakia
f1d07c13e5 fix: block SSRF fields in RAG ingest vector_store config
aws_sts_endpoint, aws_web_identity_token, and aws_bedrock_runtime_endpoint
in ingest_options.vector_store were passed directly to the Bedrock ingestion
class, which reads them into boto3 STS client construction. Any authenticated
caller could redirect AssumeRole calls to an attacker-controlled server,
leaking the proxy's instance profile credentials.

Calls is_request_body_safe() on ingest_options["vector_store"] before
forwarding to litellm.aingest(). Same banned-params list and admin opt-in
escape hatch (allow_client_side_credentials) as the /chat/completions path.
ValueError from the safety check is caught and re-raised as HTTP 400.

Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>
2026-05-13 18:10:04 -07:00
user
3aef0642a8
chore(proxy): also scrub pass_through_endpoints[].target from DB overlay
A pass-through endpoint's ``target`` field is passed through
``create_pass_through_route`` into ``get_instance_fn`` during config
load. A PROXY_ADMIN persisting ``target: "s3://attacker/m.i"`` via
the DB-overlay ``pass_through_endpoints`` write path was not covered
by the previous scrub matrix, so the remote module load would still
reach the loader because the YAML-load chain has ``config_file_path``
set.

Walk each entry in ``general_settings.pass_through_endpoints`` and
null out any ``target`` that starts with ``s3://`` or ``gcs://``. The
entry itself is preserved so the path-registration helper can choose
how to handle a missing target (the existing code skips the route
when ``target is None``).

Adds two regression tests.
2026-05-14 00:32:01 +00:00
user
7575df2549
chore(proxy): scrub remote-URL module loads from DB-overlay config
When ``ProxyConfig`` merges DB-persisted ``litellm_settings`` /
``general_settings`` on top of the YAML config, the merged dict is
later iterated by ``load_config`` which threads ``config_file_path``
(the YAML path) into ``get_instance_fn``. The runtime gate that
refuses ``s3://`` / ``gcs://`` modules when ``config_file_path`` is
``None`` therefore can't distinguish a YAML-sourced value from a
DB-sourced one: both look the same to ``get_instance_fn``.

Strip ``s3://`` / ``gcs://`` entries from the DB-overlay value for
every field whose contents reach ``get_instance_fn`` during config
load:

- litellm_settings: ``callbacks``, ``success_callback``,
  ``failure_callback``, ``audit_log_callbacks``, ``post_call_rules``,
  ``custom_provider_map[].custom_handler``
- general_settings: ``custom_auth``, ``custom_key_generate``,
  ``custom_key_update``, ``custom_sso``,
  ``custom_ui_sso_sign_in_handler``,
  ``litellm_jwtauth.custom_validate``

The YAML config-file load path is unchanged — the documented operator
flow (``callbacks: ["s3://bucket/module.instance"]`` in ``config.yaml``)
still works. Only DB-overlay writes (e.g. via ``/config/update``) are
stripped.

Adds 16 regression tests covering the scrub matrix.
2026-05-14 00:15:51 +00:00
Krrish Dholakia
b95130eb32 fix: block client-side pricing injection via request body
Authenticated clients could supply CustomPricingLiteLLMParams fields
(input_cost_per_token, output_cost_per_token, etc.) in the request body.
These were forwarded to register_model() in main.py, permanently mutating
the shared global litellm.model_cost dict for all users on the instance.

Adds all CustomPricingLiteLLMParams fields to _BANNED_REQUEST_BODY_PARAMS
so is_request_body_safe() rejects them before they reach completion().
New pricing fields added to CustomPricingLiteLLMParams are auto-covered.

Admin opt-in via allow_client_side_credentials or
configurable_clientside_auth_params still works as before.

Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>
2026-05-13 17:05:36 -07:00
Sameer Kankute
bbeb094d00
Litellm agent oss staging 05 11 2026 (#27733)
* fix(ollama): Include provider in model list for ollama (#26135)

* Include provider in model names for ollama

* Fix unit tests

* fix(ollama): process both thinking and content in same streaming chunk (#26098)

* fix(health_check): skip max_tokens for image_generation mode (#26417)

* fix(health_check): skip max_tokens for image_generation mode

`_update_litellm_params_for_health_check` injected `max_tokens` for
every deployment. OpenAI `/v1/images/generations` strictly rejects
unknown fields, so health checks for dall-e-* and gpt-image-1 always
failed with `400 "Unknown parameter: 'max_tokens'"` even though the
actual image endpoint calls succeed. Skip the `max_tokens` injection
when `model_info.mode == "image_generation"`. `messages` still gets
injected (downstream `_filter_model_params` already strips it for
non-chat handlers).

* Switch to allow-list with per-deployment override

Per @krrishdholakia review: deny-listing image_generation only re-introduces
the same bug for every other non-chat mode (embedding, audio_*, rerank,
video_generation, ocr, search, moderation, ...).

Replace the single image_generation skip with `_MAX_TOKEN_SUPPORT_MODES =
{chat, completion, responses}`. Missing `mode` is treated as chat for
backward compatibility. New modes are safe by default.

Add `model_info.health_check_supports_max_tokens` as an operator escape
hatch — True forces injection on a non-listed deployment (operator wants
to bound probe tokens), False suppresses it on a chat-style deployment
behind a strict-schema provider.

Tests: parametrize over 3 chat-style + 10 non-chat modes, plus override
on/off and the no-mode legacy path.

* fix(http_handler): handle RequestNotRead in MaskedHTTPStatusError for multipart uploads (#26718)

Squash-merged by litellm-agent from dawidkulpa's PR.

* fix(ollama): guard against double 'ollama/' prefix in live model listing

Greptile flagged that Ollama servers can return names that already start
with 'ollama/'. Check the prefix before prepending so we don't produce
'ollama/ollama/...'. Adds a regression test.

* Fix Ollama empty reasoning stream chunks

Co-authored-by: Yassin Kortam <yassin@berri.ai>

---------

Co-authored-by: James Myatt <james@jamesmyatt.co.uk>
Co-authored-by: VHash <225398745+vhash0@users.noreply.github.com>
Co-authored-by: hayden <sewhan.kim+@a-bly.com>
Co-authored-by: dawidkulpa <84176950+dawidkulpa@users.noreply.github.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Claude <claude@anthropic.com>
Co-authored-by: Yassin Kortam <yassin@berri.ai>
2026-05-13 14:09:12 -07:00
Yuneng Jiang
d6fa08307b
fix(proxy): expose db status on public /health/readiness
External readiness probes consumed the legacy detailed payload's `db`
field to drive alerting and pod-rotation decisions. Stripping the body
to `{"status": "healthy"}` broke those probes silently — the HTTP code
still flipped to 503, but probes checking `body.db == "connected"`
treated the response as healthy.

Add `db` back to the unauthenticated payload. Keep the rest of the
diagnostic fields (litellm_version, callbacks, cache, log_level) gated
behind /health/readiness/details so the recon-leak gate from #26912
holds. Values match the legacy contract: "connected", "disconnected",
"Not connected".
2026-05-13 13:02:38 -07:00
Sameer Kankute
18f77ff7bc
feat(mcp): add delegate_auth_to_upstream flag for PKCE passthrough (#27834)
* feat(mcp): add delegate_auth_to_upstream flag for PKCE passthrough

Adds an opt-in per-server flag that lets clients (e.g. VS Code) complete
PKCE directly with an upstream OAuth2 MCP server, instead of LiteLLM
double-gating with its own API-key/SSO check. Only honored when
auth_type=oauth2 and the operator explicitly sets the flag; mixed-target
or non-oauth2 requests fail closed.

- Adds the field to Pydantic models, Prisma schema, and a migration
- New MCPRequestHandler._target_servers_delegate_auth_to_upstream gate
  that runs only when no x-litellm-api-key is present, so authenticated
  users still get user_id resolution + stored-credential lookup
- Anonymous callers now see delegate servers in get_allowed_mcp_servers
  (scoped to delegate servers only; the upstream still enforces auth)
- mcp_management_endpoints: allow anonymous /authorize and /token for
  delegate servers so VS Code can complete PKCE without a LiteLLM session
- UI toggle (shown only for oauth2) + payload/view wiring
- Tests covering: oauth2 on/off, non-oauth2 with flag, mixed targets,
  no resolvable target, explicit key precedence, and 401 emission

Co-authored-by: Cursor <cursoragent@cursor.com>

* Enforce oauth2 for delegated MCP auth bypass

Co-authored-by: Yassin Kortam <yassin@berri.ai>

* fix(mcp): close secondary Authorization bypass for delegate servers

The delegate-auth bypass gated only on the primary `x-litellm-api-key`
header, so a LiteLLM key sent via `Authorization: Bearer sk-...` (the
secondary header) was silently dropped — skipping spend tracking and
rate limiting. Gate on the resolved litellm_api_key (which considers
both headers) so the bypass fires only when neither is present.

Also update the existing "Authorization header present" test to reflect
that an upstream OAuth token now flows through the existing oauth2
fallback (LiteLLM auth attempt → fail → anonymous), not via the
delegate branch.

Co-authored-by: Cursor <cursoragent@cursor.com>

* Avoid duplicate MCP OAuth credential lookup

Co-authored-by: Yassin Kortam <yassin@berri.ai>

* fix(mcp): block delegate bypass for M2M and internal-only servers

Two security issues flagged in code review:

1. High – client_credentials (M2M) servers must not be delegatable:
   LiteLLM auto-fetches the upstream token using stored credentials, so
   allowing anonymous bypass would let any external caller invoke tools
   authenticated as LiteLLM's service account.
   Fix: check `server.has_client_credentials` in
   `_target_servers_delegate_auth_to_upstream`, the anonymous
   allow-list in `get_allowed_mcp_servers`, and `_mcp_oauth_user_api_key_auth`.

2. Medium – internal-only servers exposed to public internet:
   The anonymous delegate allow-list was not filtering by
   `available_on_public_internet`, so external callers with an upstream
   OAuth token could invoke tools on servers marked internal-only.
   Fix: add `available_on_public_internet` guard to the anonymous
   delegate server list in `get_allowed_mcp_servers`.

Tests added for both cases.

Co-authored-by: Cursor <cursoragent@cursor.com>

* Require public MCP delegate auth servers

Co-authored-by: Yassin Kortam <yassin@berri.ai>

* fix(mcp): align delegate auth path parsing with downstream routing

`_extract_target_server_names_from_path` used a naive segments-based
split while `server.py::_get_mcp_servers_in_path` uses a regex that
allows server names with one embedded slash and comma-separated lists.
With the old parser, a request to `/mcp/<delegated>/<garbage>` was
parsed as targeting `<delegated>` by the auth gate (bypassing LiteLLM
auth) while the routing layer parsed it as `<delegated>/<garbage>` —
when that name did not resolve, the request fell back to the anonymous
allow-list, which can include `allow_all_keys` servers that normally
require a LiteLLM key.

Replace the parser with the same regex logic as
`_get_mcp_servers_in_path` so auth gating sees the exact target name(s)
downstream routing sees. Add regression tests covering parser parity
and the specific extra-path-segment bypass attempt.

https://claude.ai/code/session_01SjyPmwfmrq8fveFgw9iHW9

* fix(mcp): close header/path TOCTOU in MCP delegate auth gate

`_target_servers_delegate_auth_to_upstream` and
`_target_servers_use_oauth2` trusted the `x-mcp-servers` header when
present, but `server.py::extract_mcp_auth_context` overrides that
header with the path-derived list for `/mcp/...` routes. An attacker
could set `x-mcp-servers: <delegated>` while pointing the URL path at
a non-delegate server, flipping the auth gate without changing the
target downstream routing actually uses.

Extract a shared `_resolve_target_server_names` helper that mirrors
the downstream override (path-derived names for `/mcp/...` routes,
header value otherwise). Add regression tests covering the TOCTOU
attempt and the helper's path-vs-header precedence.

https://claude.ai/code/session_01SjyPmwfmrq8fveFgw9iHW9

* Fix delegated MCP OAuth test mock

Co-authored-by: Yassin Kortam <yassin@berri.ai>

* fix(mcp): drop unreachable /{server}/mcp branch in auth path parser

`_extract_target_server_names_from_path` also matched the
``/{server_name}/mcp`` form, but the downstream parser
``_get_mcp_servers_in_path`` only handles ``/mcp/...`` — and
``dynamic_mcp_route`` in ``proxy_server`` rewrites ``/{name}/mcp``
to ``/mcp/{name}`` on the scope before the MCP handler runs. Parsing
the un-rewritten form on the auth side was therefore unreachable in
production, and contradicted the docstring's claim of mirroring the
downstream parser — exactly the kind of mismatch that risks a future
header/path TOCTOU if any new entry point skips the rewrite.

Drop the branch; the canonical ``/mcp/...`` path matches both
parsers. Update the regression test to assert the new behavior.

https://claude.ai/code/session_01SjyPmwfmrq8fveFgw9iHW9

* Fix MCP path auth target resolution

Co-authored-by: Yassin Kortam <yassin@berri.ai>

* fix(mcp): require auth for refresh_token grants on delegate-auth servers

`_mcp_oauth_user_api_key_auth` gates the unauthenticated PKCE flow for
``delegate_auth_to_upstream`` servers, but the bypass applied to BOTH
``/authorize`` and ``/token`` regardless of grant type. ``mcp_token``
accepts ``grant_type=refresh_token`` as well as ``authorization_code``,
and ``exchange_token_with_server`` attaches the server's stored
``client_secret`` to whatever is forwarded upstream. An unauthenticated
caller holding a refresh token issued to that OAuth client could mint
fresh upstream access tokens through LiteLLM.

Limit the anonymous bypass on ``/token`` to ``grant_type=authorization_code``
(the only grant PKCE actually protects via ``code_verifier``); fall
through to normal LiteLLM auth for ``refresh_token`` and any other grant.
``/authorize`` continues to allow anonymous PKCE redirects.

https://claude.ai/code/session_01SjyPmwfmrq8fveFgw9iHW9

* fix(ui): clear delegate_auth_to_upstream when switching off oauth2

The ``delegate_auth_to_upstream`` form field is rendered inside an
``isOAuth2 && (...)`` conditional, so the Form.Item unmounts when the
user changes ``auth_type`` away from ``oauth2``. The follow-up
``form.setFieldValue("delegate_auth_to_upstream", false)`` runs after
the field has already deregistered, so ``onFinish`` receives
``undefined`` and the fallback ``?? mcpServer.delegate_auth_to_upstream``
preserved the old ``true``. The flag then persisted in the database for
a non-oauth2 server and silently re-activated if ``auth_type`` was later
switched back to ``oauth2``.

In the edit payload, force the flag to ``false`` whenever
``auth_type !== oauth2``; only trust the form value (and the existing
DB fallback) when the server is actually oauth2. Backend defense-in-depth
already ignores the flag for non-oauth2 servers, but the DB state should
stay clean too.

https://claude.ai/code/session_01SjyPmwfmrq8fveFgw9iHW9

* Fix MCP delegate auth reset on edit

Co-authored-by: Yassin Kortam <yassin@berri.ai>

---------

Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Yassin Kortam <yassin@berri.ai>
Co-authored-by: Claude <claude@anthropic.com>
2026-05-13 12:06:13 -07:00
Sameer Kankute
466f06df6d
fix(mcp): surface upstream 401 for token-forwarding MCP servers (#27847)
* fix(mcp): surface upstream 401 for token-forwarding MCP servers

For MCP servers configured with extra_headers: [Authorization], the gateway
forwards the client token directly to the upstream. When that token is rejected
(expired or invalid) the upstream returns 401, but the MCP SDK starts the SSE
stream with 200 OK before calling handlers, so the 401 can't be returned
mid-stream.

Fix: add a pre-flight httpx probe in handle_streamable_http_mcp — before the
SDK opens the session — so the gateway can still return HTTP 401 with
WWW-Authenticate: Bearer authorization_uri=<gateway-discovery-url> when the
upstream rejects the token. The probe fails-open (returns 200) on network
errors so a transient hiccup does not block valid requests.

Co-authored-by: Cursor <cursoragent@cursor.com>

* fix(mcp): parallelize pre-flight auth probes and use HEAD to avoid side effects

- Extract forwarded_auth outside the pass-through server loop (was called N times for the same scope value)
- Gather all upstream auth probes concurrently with asyncio.gather instead of sequentially; eliminates N×5 s worst-case latency
- Switch probe from POST+initialize JSON-RPC body to HEAD request; HEAD carries the Authorization header so the upstream rejects invalid tokens with 401 but never allocates a session or writes an audit entry

Co-authored-by: Cursor <cursoragent@cursor.com>

* fix(mcp): use get_async_httpx_client in _probe_upstream_auth

Replaces bare httpx.AsyncClient with the project-standard
get_async_httpx_client(httpxSpecialProvider.MCP) to satisfy the
ensure_async_clients_test code coverage check and avoid the +500 ms
per-request overhead of creating a new client on every probe call.

Co-authored-by: Cursor <cursoragent@cursor.com>

* refactor(mcp): extract pre-flight probe into _check_passthrough_upstream_auth

Moves the parallel upstream auth probe logic out of
handle_streamable_http_mcp into a dedicated helper to satisfy
Ruff PLR0915 (Too many statements > 50).

Co-authored-by: Cursor <cursoragent@cursor.com>

* fix(mcp): gate pre-flight probes on authorized server set to prevent bypass

_check_passthrough_upstream_auth was resolving user-supplied server names
directly before authorization ran, letting any permitted LiteLLM key
trigger an upstream HEAD probe to a server it was not allowed to use.

Changes:
- Call _get_allowed_mcp_servers inside the helper so only servers the
  caller's key is authorized for are probed.
- Move the call site to after toolset scoping so the auth context is
  fully resolved before the probe list is built.
- Thread user_api_key_auth into the helper signature (replaces the raw
  mcp_servers name list).

Co-authored-by: Cursor <cursoragent@cursor.com>

* Add async HTTP HEAD support

Co-authored-by: Yassin Kortam <yassin@berri.ai>

* fix(mcp): use Scope type annotation in _get_forwarded_auth_from_scope

Co-authored-by: Cursor <cursoragent@cursor.com>

* Fix MCP upstream auth probe method

Co-authored-by: Yassin Kortam <yassin@berri.ai>

* Remove unused AsyncHTTPHandler head method

Co-authored-by: Yassin Kortam <yassin@berri.ai>

* fix(mcp): exclude has_client_credentials servers from pre-flight auth probe

_prepare_mcp_server_headers skips caller Authorization when the server
uses OAuth client-credentials (M2M), but the pre-flight probe was still
selecting those servers and forwarding the caller's raw token in the HEAD
request. Exclude servers with has_client_credentials from the probe list
to match the actual downstream header-preparation logic.

Co-authored-by: Cursor <cursoragent@cursor.com>

* fix(mcp): propagate upstream 403 as 403, not 401 with WWW-Authenticate

Per RFC 9110, 401 means "go get new credentials." Mapping an upstream 403
to a gateway 401 causes OAuth clients to restart the authorization flow,
obtain a fresh token with identical scopes, hit 403 again, and loop
indefinitely.

401 from upstream → gateway 401 + WWW-Authenticate (re-authorize)
403 from upstream → gateway 403 (no WWW-Authenticate hint)

Co-authored-by: Cursor <cursoragent@cursor.com>

* fix(mcp): skip auth probe when Authorization may be the LiteLLM proxy key

The pre-flight upstream probe must not forward the caller's Authorization
header when it could itself be the LiteLLM proxy API key. Restrict the
probe to requests that supply x-litellm-api-key explicitly — only then is
the Authorization header unambiguously the upstream OAuth token the
caller wants forwarded.

* Fix MCP ASGI HTTPException propagation

Co-authored-by: Yassin Kortam <yassin@berri.ai>

* fix(mcp): use public AsyncHTTPHandler.post() in auth probe

Use AsyncHTTPHandler.post() and catch httpx.HTTPStatusError explicitly so
the 401/403 we want to surface is not silently swallowed by the broad
fail-open except Exception block. Avoids reaching into the handler's
private client attribute, which would silently regress to fail-open if
AsyncHTTPHandler is ever refactored.

* Fix MCP auth probe tests

Co-authored-by: Yassin Kortam <yassin@berri.ai>

* test(mcp): add coverage for httpx.HTTPStatusError path in auth probe

AsyncHTTPHandler.post() calls raise_for_status() internally, so a real
upstream 401/403 lands as httpx.HTTPStatusError. Add a test that exercises
that specific exception path so a regression that swallows the error in
the broad fail-open except Exception would be caught.

---------

Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Yassin Kortam <yassin@berri.ai>
Co-authored-by: claude-bot <claude-bot@anthropic.com>
2026-05-13 12:03:36 -07:00
Sameer Kankute
38709ba9bb
feat(proxy): skip disable_background_health_check models on GET /health when flag set (#27716)
* feat(proxy): skip disable_background_health_check models on GET /health when flag set

Co-authored-by: Cursor <cursoragent@cursor.com>

* fix comment

* fix greptile comments

* Fix health check fallback kwargs

* Format health endpoint

* Harden direct health check kwargs compatibility for monkeypatched perform_health_check

Replace substring-based TypeError detection with unexpected-keyword checks
and a short retry chain (full kwargs, instrumentation only, filter only,
minimal) so partial stubs work regardless of which optional kwarg fails first.
Add proxy unit tests for legacy three-arg stubs and single-kwarg variants.

Co-authored-by: Sameer Kankute <Sameerlite@users.noreply.github.com>

* fix black

---------

Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Sameer Kankute <Sameerlite@users.noreply.github.com>
2026-05-13 09:49:05 -07:00
Yuneng Jiang
83f26d17c1
Strip SERVER_ROOT_PATH before lazy-feature prefix match
LazyFeatureMiddleware compared the raw scope path against registered
prefixes (e.g. /policies), so requests under a server root path like
/api/v1/policies/... never matched, the feature never loaded, and the
endpoint returned 404. Strip the configured root path before matching,
normalizing trailing slashes and enforcing a component boundary so
/api does not falsely match /apiv2.
2026-05-12 20:43:08 -07:00
user
14a3083d45
fix(proxy): thread config_file_path into pass-through and MCP-tool YAML loaders
The previous commit's gate broke two legitimate startup paths for
operators using s3://gcs:// remote module loading from their config.yaml:

- general_settings.pass_through_endpoints[].custom_handler
- mcp_tools[].handler

Both call sites called get_instance_fn without a config_file_path, so
the new gate rejected them at startup. Thread config_file_path through:

- create_pass_through_route accepts config_file_path and forwards it to
  get_instance_fn. add_exact_path_route, add_subpath_route,
  _register_pass_through_endpoint, and initialize_pass_through_endpoints
  accept and propagate it.
- The YAML-load call site in proxy_server.load_config now passes
  config_file_path; the DB-overlay call site in _update_general_settings
  leaves it as the default None so the gate still fires on admin-written
  s3:// values.
- MCPToolRegistry.load_tools_from_config accepts config_file_path and
  threads it into get_instance_fn; _init_non_llm_configs forwards it
  from load_config.

Adds two regression tests verifying that the YAML-source callers thread
the path through to get_instance_fn.
2026-05-13 03:15:59 +00:00
user
08f3c1aae8
fix(types_utils): drop opt-in env from remote-module runtime gate
The runtime gate on s3://gcs:// loading in get_instance_fn previously
allowed an opt-in via LITELLM_ALLOW_REMOTE_INSTANCE_FN_FROM_API. That
env var is admin-flippable at runtime (DB-overlay environment_variables
flow into os.environ), which defeats the gate's purpose, and it isn't
needed for the documented operator flow: config.yaml callbacks always
pass config_file_path through to the loader.

Remove the helper, raise unconditionally when config_file_path is None,
and drop the corresponding test for the opt-in branch.
2026-05-13 02:52:14 +00:00
yuneng-jiang
a232cd2d19
Merge pull request #27798 from BerriAI/litellm_yj_may12
[Infra] Merge dev branch
2026-05-12 18:37:55 -07:00
yuneng-jiang
924e8b243f
Merge pull request #27573 from BerriAI/litellm_tag_budget_header_enforcement
fix: enforce tag budgets on x-litellm-tags header requests
2026-05-12 18:34:19 -07:00
shivam
a5944140e9
fix(proxy): parse string metadata before pre-auth tag merge
`apply_client_tag_policy_pre_auth` overwrote string-typed metadata
with `{}` before merging header tags, dropping any tags inside. A
caller could send `metadata='{"tags":["over-budget"]}'` plus
`x-litellm-tags: within-budget` and bypass `_tag_max_budget_check`
on the body tag. Parse the string via `safe_json_loads` first so
existing tags survive the merge.

Also drop the empty `tests/test_litellm/proxy/credential_endpoints/`
directory — the cascade-rename tests it held imported a function
that was never implemented (out of scope for this PR).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-12 18:06:12 -07:00
user
dd6eb499e6
chore(proxy): refuse remote-URL instance-fn loads outside config-file path
``get_instance_fn`` previously routed any ``s3://`` / ``gcs://``
value into ``_load_instance_from_remote_storage`` regardless of how
the value got there. The function ultimately calls
``spec.loader.exec_module(module)`` — Python in the proxy process. On
admin-callable endpoints that accept a ``target`` / ``custom_handler``
field from the request body (e.g. ``/config/pass_through_endpoint``,
custom-callback registration), that is a one-step admin-to-RCE
primitive: any future privilege-escalation bug becomes immediate
code execution.

The documented operator flow for remote-module loading is
``litellm_settings.callbacks: ["s3://bucket/module.instance"]`` in
``config.yaml``. That path always carries the YAML's
``config_file_path`` through to ``get_instance_fn``. Use the presence
of ``config_file_path`` as the discriminator: refuse remote URLs
when it is absent (the request-body path) unless the operator
explicitly opts back in via
``LITELLM_ALLOW_REMOTE_INSTANCE_FN_FROM_API=true``.

The three success/failure/audit-log callback-loop call sites in
``proxy_server.py:load_config`` were already running inside the
startup config-file load but had stopped threading
``config_file_path`` through. Pass it through so the documented
``s3://`` callback flow continues to work unchanged.

Tests cover: remote URL without ``config_file_path`` raises;
remote URL with the opt-in env reaches the loader; remote URL
with ``config_file_path`` passes (documented startup flow); local
dotted-name imports unaffected.
2026-05-13 01:05:03 +00:00
yuneng-jiang
4c3ff78742
Merge pull request #27793 from stuxf/chore/key-regenerate-ownership-rebind-guard
chore(proxy): close /key/regenerate ownership-rebind + premium-gate bypass
2026-05-12 17:58:08 -07:00
user
8f3056c9c9
chore(proxy): block explicit-null user_id in ownership rebind guard
``model_dump(exclude_unset=True)`` in ``prepare_key_update_data``
includes any field the caller explicitly set, even when the value is
``None``. The previous guard short-circuited on ``getattr(data,
'user_id', None) is None``, which conflated "field omitted" (safe)
with "field explicitly set to null" (writes NULL to the token row,
detaching the key from its user and bypassing user-row role
checks).

Switch the omitted-vs-set distinction to ``data.model_fields_set``;
treat explicit-null and explicit-empty-string identically as a
removal attempt, both 403-rejected for non-admin callers.

Parametrized regression adds ``explicit_null_blocked`` alongside the
existing ``rebind_blocked`` / ``empty_blocked`` / ``same_user_id_allowed``
cases.
2026-05-13 00:46:28 +00:00
shivam
eb142b900e
test(proxy): drop allow_client_tags opt-in gate and add credential rename cascade tests
Removes the allow_client_tags metadata check from apply_client_tag_policy_pre_auth so
x-litellm-tags headers are always merged into request metadata, matching the post-auth
behavior in add_litellm_data_to_request. Updates pre-call tests accordingly and adds a
new test suite covering cascading credential renames into model rows.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-12 17:44:05 -07:00
user
d5d73f1d6a
chore(proxy): clarify ownership-rebind error message (actor vs target)
Previous wording read "User=<new_owner> is not allowed to update the
key to belong to user=<current_owner>" — easy to misread as "caller
wants to keep the key on its current owner". Reframe as
"Non-admin caller is not allowed to rebind the key from
user=<existing> to user=<incoming>" so the direction of the failed
operation is unambiguous.

Same shape preserved (HTTPException 403); only the ``detail`` string
changes. Regression test substring updated.
2026-05-13 00:41:08 +00:00