Commit graph

9778 commits

Author SHA1 Message Date
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
Mateo Wang
9ed7de6c02
Merge pull request #38670 from BerriAI/devin_ai_38659_cohere_embed_dispatch
fix(bedrock): route all cohere.embed models to the cohere embedding config
2026-08-29 12:55:32 -07:00
Mateo Wang
817bbe1dc6
Merge pull request #34440 from dan2k3k4/litellm_soniox_srt_cue_grouping
fix(soniox): align synthesized SRT/VTT cues to real speech timing
2026-08-29 12:49:57 -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
Mateo Wang
c453920f7a
Merge pull request #38285 from BerriAI/litellm_azure_v1_image_routes
fix(azure): use /openai/v1 image routes for v1, preview and latest api versions
2026-08-29 12:45:37 -07:00
mateo-berri
886d39c3a2 test(bedrock): expect cohere embed base64 encoding_format to normalize to float 2026-08-29 12:44:01 -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
a3eac3f771 fix(bedrock): normalize encoding_format base64 to float for cohere embed models 2026-08-29 12:13:09 -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-berri
8e687f1004 test(embeddings): move legacy intercepts to the wire for the omitted-format path
The omitted-format path deliberately no longer dispatches through
embeddings.create, so four legacy tests now intercept at the transport or
client.post instead. Also adds a bypass error-path unit test, rewords a stale
comment and a README scope note, and ratchets the lint budgets down.
2026-08-29 12:04:44 -07:00
mateo-berri
a007fa49e5 Merge branch 'litellm_internal_staging' into litellm_veo_31_lite 2026-08-29 12:04:42 -07:00
mateo-berri
4c42c01cb2 Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_soniox_srt_cue_grouping
# Conflicts:
#	litellm/llms/soniox/common_utils.py
2026-08-29 12:02:21 -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
Devin AI
23703a5341 Merge remote-tracking branch 'origin/litellm_internal_staging' into devin/1787944648-registry-audit-rolling 2026-08-29 19:02:03 +00:00
Mateo Wang
c24f821652
Merge pull request #34849 from BerriAI/litellm_keyless_key_managed_resource_owner
fix(managed resources): let keys with no user_id or team_id read their own batches and files
2026-08-29 11:50:00 -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
9e01bd1441 fix(azure): send the deployment name as the body model on v1 image routes 2026-08-29 11:41:58 -07:00
mateo-berri
68f891fd2b Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_keyless_key_managed_resource_owner 2026-08-29 11:33:08 -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
mateo-berri
b65592e623 test: drop stray trailing blank line in test_main.py 2026-08-29 11:18:19 -07:00
mateo-berri
c254605e92 test(embeddings): move encoding_format default coverage to wire-level assertions
Consolidate the new regression tests into
test_openai_embedding_encoding_format_default.py, replacing mocks that
pinned the old float default with respx captures of the request body,
and update the stale local_testing default-float test to assert
omission
2026-08-29 11:10:21 -07:00
mateo-berri
e22744c439 fix(embeddings): omit encoding_format when the client omits it on OpenAI-compatible calls
When no encoding_format is set on the call, the model config, or
LITELLM_DEFAULT_EMBEDDING_ENCODING_FORMAT, leave the field out of the
upstream request instead of defaulting to float, and bypass the OpenAI
SDK's own base64 default so nothing re-adds it on the wire. Downstreams
that reject encoding_format, such as a second LiteLLM proxy fronting
Bedrock Titan embeddings, now work when the client omits the field.

Fixes #38661
2026-08-29 11:06:29 -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
Mateo Wang
cb7d41a5c6
Merge pull request #38739 from BerriAI/litellm_fix_tag_routing_reads_merged_metadata_tags
fix(proxy): tag routing misses proxy-merged tags when chat requests carry litellm_metadata
2026-08-29 10:14:05 -07:00
Rāna(Bass Ver.)
4f630411f0
Merge branch 'litellm_internal_staging' into fix/34379-unblock-customer 2026-08-30 00:17:26 +08:00
Mateo Wang
c42ac262d3
Merge branch 'litellm_internal_staging' into fix_databricks_oauth_url 2026-08-29 07:00:58 -07:00
mateo-berri
163c7033d6 Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_decrease_anys_opus5 2026-08-29 06:38:33 -07:00
mateo-berri
c37260a2bd Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_decrease_anys_opus5
# Conflicts:
#	basedpyright-code-budget.json
#	enterprise/litellm_enterprise/proxy/audit_logging_endpoints.py
#	litellm/_lazy_imports.py
#	litellm/a2a_protocol/litellm_completion_bridge/transformation.py
#	litellm/integrations/bitbucket/bitbucket_client.py
#	litellm/integrations/compression_interception/handler.py
#	litellm/integrations/prometheus_helpers/prometheus_api.py
#	litellm/litellm_core_utils/model_response_utils.py
#	litellm/litellm_core_utils/url_utils.py
#	litellm/llms/anthropic/experimental_pass_through/context_management/dispatcher.py
#	litellm/llms/anthropic/experimental_pass_through/responses_adapters/handler.py
#	litellm/llms/anthropic/skills/transformation.py
#	litellm/llms/azure/files/handler.py
#	litellm/llms/bedrock/realtime/handler.py
#	litellm/llms/chatgpt/chat/streaming_utils.py
#	litellm/llms/compactifai/chat/transformation.py
#	litellm/llms/oci/chat/cohere.py
#	litellm/llms/vertex_ai/vector_stores/rag_api/transformation.py
#	litellm/proxy/agent_endpoints/agent_registry.py
#	litellm/proxy/client/cli/commands/credentials.py
#	litellm/proxy/client/cli/commands/teams.py
#	litellm/proxy/common_utils/get_routes.py
#	litellm/proxy/db/routing_prisma_wrapper.py
#	litellm/proxy/guardrails/guardrail_hooks/custom_code/sandbox.py
#	litellm/proxy/guardrails/guardrail_hooks/hiddenlayer/hiddenlayer.py
#	litellm/proxy/guardrails/guardrail_hooks/llm_as_a_judge/__init__.py
#	litellm/proxy/guardrails/guardrail_hooks/promptguard/promptguard.py
#	litellm/rust_bridge/responses_websocket.py
#	litellm/secret_managers/secret_manager_handler.py
#	ruff-strict-budget.json
#	type-discipline-budget.json
2026-08-29 06:37:10 -07:00
Mateo Wang
e48f8f016f
Merge pull request #38148 from mubashir1osmani/litellm_hosted_vllm_videos
feat(hosted_vllm): add vLLM-Omni videos API
2026-08-29 06:30:35 -07:00
Devin AI
f0849eb0c9 fix(models): xai retirement repricing, bedrock grok-4.6 caching, openai/gemini deprecation dates
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-08-29 13:11:26 +00:00