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4598 commits

Author SHA1 Message Date
Mateo Wang
0c8321efc3
Merge pull request #38741 from BerriAI/litellm_fix_anthropic_messages_dict_detail_error
fix(anthropic_endpoints): serialize dict-detail HTTPExceptions on /v1/messages like sibling surfaces
2026-08-29 16:20:08 -07:00
Tin Chi Lo
d3db7cebca fix(proxy): count auto-router classifier cost in savings and benchmarks
The LLM classifier's cost was recorded on the routing decision but never
reached any savings surface: per-request autorouter_savings stayed gross
and the session rollup recorded only the served request's spend, so
/auto_router/benchmarks overstated savings and understated routed spend.

Net the classifier cost into the savings figure at its one computation
owner and fold it into the rollup turn's spend, keeping
baseline_spend = spend + saved_spend. The response header's numeric
guard now shares the same reader.

Fixes #38816
2026-08-29 16:09:35 -07:00
ryan-crabbe-berri
ec934c490b
Merge pull request #38784 from BerriAI/litellm_model_access_group_budgets
feat(budgets): enforce shared budgets on model access groups
2026-08-29 16:06:54 -07:00
devin-ai-integration[bot]
3e2999f29f
fix(proxy): run SMTP send_email off the event loop with a connection timeout (#38473)
* fix(proxy): run SMTP send_email off the event loop with a connection timeout

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

* fix(proxy): format utils.py and update _create_smtp_connection tests for timeout

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

* fix(proxy): keep malformed SMTP_TIMEOUT inside the email error boundary

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

* chore: retrigger ci

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

* ci: exclude misaligned circleci coverage flag from merged codecov report

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

* chore: retrigger ci for codecov and benchmarks

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

* ci: disable carryforward for the circleci codecov flag

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

* ci: exclude carried-forward coverage from the codecov patch status

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

* ci: stop carrying forward the dead circleci codecov flag

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

---------

Co-authored-by: yassin <yassin@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-08-29 16:05:57 -07:00
ryan-crabbe-berri
faad94af94 Merge branch 'litellm_window_spend_writer' into litellm_window_spend_reader 2026-08-29 16:02:46 -07:00
ryan-crabbe-berri
b2a08100e1 Merge branch 'litellm_window_spend_schema' into litellm_window_spend_writer 2026-08-29 16:02:23 -07:00
ryan-crabbe-berri
40a7fe9221 fix(budgets): make the model access group ceiling exclusive
A pool whose recorded spend has reached max_budget has nothing left to give, so
the next request is refused rather than admitted. This departs from the tag
check it otherwise mirrors and matches where keys and organizations already
draw the line.

A non-positive budget now means no budget here too, so the read-time check and
the reservation path agree on what counts as unbudgeted.
2026-08-29 15:20:10 -07:00
ryan-crabbe-berri
d7c0bc1e6d test(budgets): clear the test-quality violations this branch added
The four model access group callback tests now share one helper, so nine
patches of proxy_server internals become three, and both mock-echo assertions
go with them. The delete_access_group tests share a context manager for the
same reason.

test_group_exactly_at_its_max_budget_passes gained the assertion it was
missing: it now proves the group reached the spend comparison, which a group
skipped for a missing budget row would not. The route-allowed patch beside it
was dead, so it is gone.

What is left is suppressed with the collaborator each one cannot inject.
2026-08-29 14:44:00 -07:00
Mateo Wang
20cfccaf5f
Merge pull request #37208 from BerriAI/litellm_managed_batches_observability
fix(batches): aggregate reasoning tokens and per-line pass/fail counts
2026-08-29 14:43:03 -07:00
Mateo Wang
c62c2afa09
Merge pull request #38234 from BerriAI/litellm_request_timeouts
fix(proxy): give every `requests` call a timeout so a silent server cannot hang the caller
2026-08-29 14:30:46 -07:00
ryan-crabbe-berri
acf3ed7d9b fix(budgets): narrow model access group spend counters to the served deployment
The database writer already intersects the auth-matched groups with the ones
the served deployment declares, but the live spend counters got the unnarrowed
set. A caller granted two pools that both cover a model group debited both
counters while only one row moved, so the in-memory ceiling could block a pool
its persisted spend never touched.

Narrow once at the callback so both consumers read the same set.
2026-08-29 14:25:56 -07:00
ryan-crabbe-berri
6b2e7f8a1f refactor(budgets): declare route dependencies with Annotated instead of argument defaults 2026-08-29 14:10:58 -07:00
ryan-crabbe-berri
b5ec80d903 Merge commit 'a5f47a271a' into litellm_window_spend_reader 2026-08-29 13:55:53 -07:00
ryan-crabbe-berri
a5f47a271a fix(proxy): re-queue budget window spend increments when the commit fails
Budget enforcement trusts a current LiteLLM_BudgetWindowSpend row without
reconciling it against LiteLLM_SpendLogs, so an increment dropped after a
failed commit let the entity spend past its window limit after the next
counter reseed. Failed increments now go back on the in-memory queue, or
back to the Redis buffer, and retry on the next scheduler tick like every
other spend category.
2026-08-29 13:55:36 -07:00
mateo-berri
4e2574ce08 fix(proxy): match /v1/audio/speech content-type to the returned audio format 2026-08-29 13:44:43 -07:00
mateo-berri
40f5d53c04 fix(mcp): harden connector import auth handling and registration
Send a non-Bearer Authorization header verbatim via auth_type authorization
instead of wrapping it as a bearer credential, and always drop the
Authorization header from static_headers so the plaintext copy cannot shadow
the encrypted credential at request time. Register each imported server with
the in-memory manager before the best-effort reload, matching the manual add
path. Let get_all_mcp_servers propagate read failures instead of returning [],
which silently disabled the import dedupe and allowed duplicate imports.
2026-08-29 13:41:22 -07:00
devin-ai-integration[bot]
645792955d
feat(proxy): cyberark conjur secret manager configuration via Admin UI (#38445)
* feat(proxy): CyberArk Conjur secret manager configuration via Admin UI

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

* test(ui): mock networking base-url helpers in AdminPanel test

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

* fix(proxy): restore deployment CyberArk env config on delete and roll back on persist failure

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

* fix(proxy): reinit env-configured hashicorp vault manager after cyberark persist rollback

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

---------

Co-authored-by: yassin <yassin@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-08-29 13:36:08 -07:00
mateo-berri
4d5205c355 fix(proxy): give the remaining CLI clients a request timeout
The keys, credentials, models, model groups, and chat clients still sent
requests with no timeout, so a proxy that accepts the connection and
never answers pinned the caller forever. They now default to the same
30 seconds as their teams and users siblings, with chat on the OpenAI
SDK's 600 second default, and Client wires its timeout through to all of
them. S113 cannot see Session methods, so each client gets a
hanging-server regression test instead.
2026-08-29 13:32:39 -07:00
mateo-berri
8aba6e9203 Merge branch 'litellm_internal_staging' into litellm_request_timeouts 2026-08-29 13:32:33 -07:00
ryan-crabbe-berri
2c8efca0d3 Merge commit '56dd4e06ac' into litellm_window_spend_reader 2026-08-29 13:30:10 -07:00
ryan-crabbe-berri
56dd4e06ac test(proxy): satisfy the test-quality gate for the window spend writer tests 2026-08-29 13:29:59 -07:00
yassin
0557a95259 fix(mcp): lift Authorization headers into bearer credentials on import
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-08-29 20:11:45 +00:00
Mateo Wang
e0ed0a4c7a
Merge pull request #35017 from BerriAI/litellm_lit_4913_headroom_streaming_ccr
fix(headroom): resolve CCR retrieval on streaming /chat/completions
2026-08-29 13:01:35 -07:00
devin-ai-integration[bot]
f0340fef16
feat(mcp_gateway): add RFC 7662 introspection for gateway session tokens (#38726)
* feat(mcp_gateway): add RFC 7662 introspection for gateway session tokens

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

* fix(mcp_gateway): omit Bearer token_type for refresh introspection and allow mcp-scoped keys

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

* test(mcp_gateway): cover introspection of RS256-signed session tokens

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

* fix(mcp_gateway): load the discoverable router on a cold /introspect request

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

* chore(openapi): regenerate lazy snapshot and schema.d.ts for /introspect

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

---------

Co-authored-by: yassin <yassin@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-08-29 12:56:04 -07:00
ryan-crabbe-berri
8e1d1f1ef0 fix(budgets): write the model access group spend counter after each call
Two problems, both caught in review.

The new table only landed in the root schema.prisma. Client generation reads
litellm/proxy/schema.prisma and packaging reads the copy under
litellm-proxy-extras, so the generated client had no
litellm_modelaccessgroupbudgettable and every budget read and write against
it would have failed at runtime. The root is the source of truth; both
copies are now byte-identical to it.

Nothing incremented spend:model_access_group:{group} after a call. Only the
reservation path ever wrote it, so with disable_budget_reservation the
read-time check was reading a counter nobody maintained and falling back to
the row's spend, which is cached for up to DEFAULT_MODEL_ACCESS_GROUP_CACHE_TTL.
A caller could run well past the pool inside that window, which is precisely
the case the read-time check exists to cover.

increment_spend_counters now takes the matched groups and charges them
through _init_and_increment_unreserved_spend_counter, so a group already
covered by a reservation is skipped rather than counted twice. The cost
callback sources the names with get_request_model_access_groups, the same
reader the spend writer uses.
2026-08-29 12:49:47 -07:00
mateo-berri
177463e9b0 Merge branch 'litellm_internal_staging' into litellm_mcp_connector_bulk_import
Regenerates the lazy OpenAPI snapshot and dashboard schema.d.ts from the merged tree.
Passes list/dict copies into NewMCPServerRequest from the connector conversion and switches the
server-managed NewMCPServerRequest fields to keyword defaults so the basedpyright budget gate stays flat.
2026-08-29 12:49:45 -07:00
mateo-berri
2affd800ec test(headroom): cover stream conversion after deployment-level compression 2026-08-29 12:45:56 -07:00
ryan-crabbe-berri
8463cb901e Merge remote-tracking branch 'origin/litellm_window_spend_writer' into litellm_window_spend_reader 2026-08-29 12:29:14 -07:00
ryan-crabbe-berri
2fac72392a Merge remote-tracking branch 'origin/litellm_window_spend_schema' into litellm_window_spend_writer 2026-08-29 12:27:58 -07:00
ryan-crabbe-berri
d2440639d5 feat(budgets): enforce shared budgets on model access groups
A model access group could gate which models a caller reaches but never how
much that group of callers could spend in total. Capping a shared pool meant
setting a per-entity budget on every key by hand, which caps each key
separately and still leaves no way to read what the group cost.

Spend is attributed to a group only when the group's name appears on an
allowlist the caller was granted (key, team, team-member scope, project or
org) and that group serves the requested model. Asking for a model that
merely belongs to a group attributes nothing, because nothing about the
caller named the group. Levels are unioned rather than ranked, so a team
granted "*" whose member is scoped to one group still counts as gated by
that group.

Enforcement runs on both paths tags already use: a reservation counter on
the pre-call path and a read-time max_budget check inside the existing
concurrent budget gather, so the ceiling still holds under
disable_budget_reservation.

Adds LiteLLM_ModelAccessGroupBudgetTable, which is the only place a group is
ever a row: the groups themselves stay free-text strings in
model_info.access_groups, so a row exists only once someone gives that group
a budget. GET, PUT and DELETE /access_group/{name}/budget manage it, and
/access_group/{name}/info now carries the spend and budget alongside the
models.
2026-08-29 12:13:55 -07:00
mateo-berri
4d4cf40334 fix(headroom): delegate to the parent deployment hook so deployment-level configs still compress 2026-08-29 12:06:38 -07:00
Mateo Wang
002d0068f5
Merge pull request #38580 from BerriAI/devin_ai_fix_model_new_read_replica_lag_38556
fix(proxy): pin model reconcile read to the writer DB so /model/new does not 500 under read replica lag
2026-08-29 12:02:08 -07:00
ryan-crabbe-berri
e8994e8ce1 Merge branch 'litellm_window_spend_writer' into litellm_window_spend_reader 2026-08-29 11:49:42 -07:00
ryan-crabbe-berri
4e22a5ef5a Merge branch 'litellm_window_spend_schema' into litellm_window_spend_writer 2026-08-29 11:47:37 -07:00
mateo-berri
f2f988bd57 test: cover forged _headroom_interception_converted_stream strip at the proxy boundary 2026-08-29 11:46:23 -07:00
Mateo Wang
5e60ec5c31
Merge pull request #38743 from BerriAI/litellm_techdebt_20260829
refactor: clean up tech debt that landed on 2026-08-29
2026-08-29 11:46:05 -07:00
mateo-berri
6d3e687ce4 fix(db): let the writer pin yield to the replica while the writer is degraded 2026-08-29 11:44:45 -07:00
mateo-berri
a8c36e8307 Merge remote-tracking branch 'origin/litellm_internal_staging' into devin_ai_fix_model_new_read_replica_lag_38556 2026-08-29 11:29:07 -07:00
yuneng-jiang
fa25ff2a2e
Merge pull request #38626 from BerriAI/litellm_ui_model_links_team_key_info
feat(ui): link team and key model chips to the models page filtered to that group
2026-08-29 11:26:15 -07:00
ryan-crabbe-berri
7745fe887f Merge branch 'litellm_window_spend_writer' into litellm_window_spend_reader 2026-08-29 11:06:05 -07:00
ryan-crabbe-berri
041cae8280 fix(proxy): bound the window spend seed exclusion to the batch's own start time
request_id can be chosen by the client through x-litellm-call-id, so an
unbounded NOT (request_id = ANY(batch)) let a replayed old id drop that id's
historical LiteLLM_SpendLogs row from the one-time seed while its increment
still landed. The increment now carries the request start, the batch keeps
the earliest one, and the seed only excludes ids whose startTime is at or
after it.
2026-08-29 11:05:57 -07:00
tin-berri
2a5d09ee87
fix(policy): let the AI policy suggester drop sampling params its model refuses (#38594)
The suggester pins temperature=0.2 for tool-selection determinism and passed no
drop_params, so an operator-supplied reasoning model whose only accepted temperature is 1
made litellm raise UnsupportedParamsError and the whole suggestion fail. The default
gpt-4o-mini is unaffected; the failure needs the caller to name a model.

Every other internal LLM call the proxy makes on a user's behalf already opts in through
judge_acompletion, which sets drop_params=True on both dispatch paths. This was the one
caller outside that contract, so the sampling preference is now advisory here too and the
call degrades instead of dying.

Resolves LIT-6352
2026-08-29 10:58:27 -07:00
Mateo Wang
c3edb95e8d Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_managed_batches_observability
# Conflicts:
#	tests/test_litellm/proxy/spend_tracking/test_spend_management_endpoints.py
2026-08-29 10:56:02 -07:00
mateo-berri
acb621c35b Merge remote-tracking branch 'origin/litellm_internal_staging' into devin_ai_fix_model_new_read_replica_lag_38556 2026-08-29 10:54:46 -07:00
mateo-berri
2457e60cfc Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_lit_4913_headroom_streaming_ccr 2026-08-29 10:54:24 -07:00
ryan-crabbe-berri
08118e6246 fix(proxy): let the exact model= filter match team BYOK public names
Team-scoped deployments keep the internal model_name_{team_id}_{uuid} routing key and expose the public name in model_info.team_public_model_name. The dashboard links team model chips with the public name, so the exact filter now matches either name via the existing helper.
2026-08-29 10:52:15 -07:00
ryan-crabbe-berri
9beb5ead4d fix(proxy): keep the exact model= DB predicate within the type-discipline budget
The where clause now uses the exact name string directly and skips the DB query when the typed search cannot occur in that name, so no new mutable literals are added (LIT002 gate).
2026-08-29 10:40:39 -07:00
ryan-crabbe-berri
3e99ee8d0e fix(proxy): scope the DB-side model search by the exact model= filter
With model=<group>&search=<term>, the router list was narrowed to the group but the DB query only matched the substring, so other groups' rows leaked into the page and total_count.
2026-08-29 10:32:29 -07:00
devin-ai-integration[bot]
30efcfd684
feat(mcp): support asymmetric (RS256) signing for MCP gateway session tokens (#38728)
* feat(mcp): support RS256 signing for MCP gateway session tokens

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

* style: ruff format session token modules

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

* fix(mcp): enforce key strength on rotated public keys and unique kids

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

---------

Co-authored-by: yassin <yassin@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-08-29 10:18:59 -07:00
devin-ai-integration[bot]
0de1825450
fix(health): honor allow_requests_on_db_unavailable in readiness probe (#37640)
* fix(health): honor allow_requests_on_db_unavailable in readiness probe

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

* fix(health): bound readiness DB check and pass reconnect timeout

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

* fix(health): bound whole readiness DB check with one deadline

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

* fix(health): keep readiness deadline fallback within lint budgets

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

* test(health): suppress TQ008 for proxy-global readiness patches

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

* fix(db): release reconnect lock when a waiting reconnect is cancelled

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

---------

Co-authored-by: milan <milan@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: yassin <yassin@berri.ai>
2026-08-29 10:17:12 -07:00