Commit graph

16900 commits

Author SHA1 Message Date
mateo
d4a480fb6e Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_deflake_20260902 2026-09-03 09:18:54 +00:00
mateo-berri
0a62195db2 fix(utils): redact credentials nested inside lists and tuples
redact_credentials_in_payload only recursed into mappings, so a
credential-named key one level inside a list or tuple, the shape
extra_body and metadata routinely carry, still reached stdout under
set_verbose. Rebuild sequences element by element too, keeping the
container's own type so the printed repr is unchanged apart from the
secret.
2026-09-03 02:11:32 -07:00
mateo-berri
64601fd7ae fix(utils): redact credential kwargs from the set_verbose request line
`litellm.set_verbose = True` printed the caller's kwargs verbatim to stdout, so
`api_key` and its siblings landed in terminals and container log drains in
plaintext while the same statement's logger emission was already redacted.

Mask the kwargs at the source with a shared helper in
`litellm_core_utils/sensitive_data_masker.py`, reusing the existing
`SensitiveDataMasker` key classification and the `REDACTED` marker
`secret_redaction.py` already owns, so both debug surfaces agree.
2026-09-03 01:55:56 -07:00
mateo-berri
dc28f0eb4b fix(vector-stores): report search failures on the responses API surface too 2026-09-03 01:54:09 -07:00
Devin AI
e1b2d9de3c fix(images): forward gpt-image supported params like background to OpenAI and Azure
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-03 08:45:23 +00:00
mateo-berri
2647c2890f fix(oci): keep the stream's own finish reason instead of a synthetic stop chunk
The OCI wrapper overrides chunk_creator wholesale, so it never recorded the finish reason or marked the terminal chunk as sent. The shared end-of-stream finalizer then appended a synthetic chunk whose finish_reason was always stop, which downgraded a tool_calls completion for any client that reads the finish reason off the last chunk.
2026-09-03 01:25:32 -07:00
mateo-berri
1b4d2e25db fix(proxy): stop putting the literal string "None" in error payloads
A blocked guardrail (and any other HTTP error the proxy converts) came back
with "type": "None" and "param": "None", because the converters passed the
string "None" as the getattr default instead of None. OpenAI types error.type
as a required string and error.param as nullable, so type now falls back to
the type its status code stands for and param serializes as JSON null.

Covers the non-streaming body, the SSE error frame, the client-disconnect
frame, and the unclassified-exception path, so every unified LLM endpoint and
the anthropic endpoints return the same shape.
2026-09-03 01:23:48 -07:00
mateo-berri
e464e749e0 fix(vector-stores): fall back to annotate when the failure mode is unrecognized
litellm_settings keys are set on the litellm module with no allowlist, so a typo
in vector_store_search_failure_mode reached assert_never and turned every
vector-store request into a 500. Validate the configured value and fall back to
the permissive default with a warning naming the supported modes.
2026-09-03 01:23:28 -07:00
mateo-berri
fa5a90e08e fix(bedrock): stop the Moonshot invoke transform from resolving AWS credentials
AmazonMoonshotConfig.transform_request called
_get_boto_credentials_from_optional_params purely for its side effect of
popping the aws_* keys off optional_params, then threw the result away. On
a box whose default AWS profile uses login_session without botocore[crt],
that call raises, so a bearer-token bedrock/invoke/moonshot.* deployment
still 500s with MissingDependencyException even after the rest of this
branch skips the chain.

It now filters the aws_* keys into a local dict the way the Qwen, OpenAI
and Claude 3 invoke transformations already do, so no credentials are
resolved and the caller's optional_params keeps the keys sign_request
reads afterwards.
2026-09-03 01:20:27 -07:00
mateo-berri
461a3a3ea5 Merge branch 'litellm_internal_staging' of https://github.com/BerriAI/litellm into litellm_spend_logs_provider_response_id 2026-09-03 01:16:28 -07:00
mateo-berri
c85da0a75f fix(logging): key bridged /v1/messages rows on the id the caller received
/v1/messages against a non-Anthropic model answers with the Responses id,
but the spend row was built from a fresh ModelResponse, so it landed on a
chatcmpl- uuid nobody can look up. Carry that id through the same way the
Anthropic branch now does, and make the passthrough spend assertions fail
on an empty lookup instead of skipping past it.
2026-09-03 01:15:06 -07:00
mateo-berri
f823d9ae0d Merge remote-tracking branch 'origin/litellm_vector_store_hook_router_injection' into litellm_vector_store_surface_retrieval_failure 2026-09-03 01:09:34 -07:00
mateo-berri
445ccc14b2 fix(vector-stores): surface retrieval failures to the API caller
A vector store search that fails is swallowed by the pre-call hook, so the
request goes to the model with an un-augmented prompt and the caller gets a
200 answering from the model's own knowledge with no way to tell the
knowledge base was skipped.

Failed searches now ride the same channel their successes already use: a
vector_store_search_failures entry on provider_specific_fields naming the
store id, provider, and error. That is additive and always on. For callers
who would rather fail than answer ungrounded, litellm_settings
vector_store_search_failure_mode: error raises VectorStoreSearchError (400)
instead; the default stays annotate, today's permissive behavior.

The hook's outer catch-all also now names the requested vector store ids in
its log line, and only wraps the augmentation itself, so the fail-closed
raise is not swallowed by it.
2026-09-03 00:53:55 -07:00
mateo-berri
6edb72f79c Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_fix_azure_ai_reclassify
# Conflicts:
#	tests/test_litellm/test_main.py
2026-09-03 00:47:14 -07:00
mateo-berri
58575c77a5 test(e2e): correlate anthropic passthrough spend rows by the served message id 2026-09-03 00:46:07 -07:00
mateo-berri
54f4fa2e1b test(passthrough): look up anthropic spend rows by the message id the caller received 2026-09-03 00:42:37 -07:00
mateo-berri
6582dbe1c0 Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_coerce_multipart_numeric_fields 2026-09-03 00:33:18 -07:00
mateo-berri
0e537d212a Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_vector_store_hook_router_injection 2026-09-03 00:32:33 -07:00
mateo-berri
20a55146cc Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_mistral_voxtral_tts_speech 2026-09-03 00:31:24 -07:00
mateo-berri
0a2581c14c fix(mistral): keep the deployment voice default and drop the unreachable api base fallback
Review turned up two real problems in the TTS path.

Router.aspeech forwarded voice=None whenever the caller omitted it, which overwrote a
voice set in the deployment's litellm_params, so a configured fallback voice was
ignored on voice-less requests. It now leaves the key alone when no voice is passed.

get_complete_url also fell back to MISTRAL_API_BASE, but speech() always receives a
non-null api_base from get_llm_provider, whose mistral branch only reads
MISTRAL_AZURE_API_BASE and otherwise hardcodes the public host. That branch could
never run, and its unit test asserted a behavior the real path does not have. The
working override is api_base on the deployment, now pinned by an end-to-end test
2026-09-03 00:30:07 -07:00
mateo-berri
1cfc402763 Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_fix_oci_streaming_chunk_ids 2026-09-03 00:28:02 -07:00
mateo-berri
fd2104a61e refactor(oci): build the identity-pinned stream chunk in one shot
Address the two Greptile P2 notes: construct the chunk through the shared
creator instead of mutating its choices afterwards, and drop the decorative
divider comment from the new tests.
2026-09-03 00:27:54 -07:00
mateo-berri
46d7e92845 fix(spend_tracking): key /v1/messages spend rows on the msg_ id the client received
POST /v1/messages returns an Anthropic-shaped body whose `id` is the only
request id the caller ever sees, but the spend row was written with a
`chatcmpl-<uuid>` (non-streaming) or the bare `litellm_call_id` (streaming and
the /anthropic/v1/messages passthrough), so
GET /spend/logs?request_id=msg_... returned [].

The logging conversion now carries the provider's response id through:
_handle_anthropic_messages_response_logging seeds the ModelResponse it builds
with the Anthropic id, and the passthrough logging handler prefers the id it
read off the response body or the message_start chunk over litellm_call_id.
get_spend_logs_id already prefers response_obj["id"], so the spend row and
standard_logging_object["id"] now both carry the id the client holds.
2026-09-03 00:26:18 -07:00
Mateo Wang
066d5f0694
Merge pull request #39502 from BerriAI/litellm_/triage-slack-message-4bd4e6
fix(test): drop the duplicate embedding_executor arg in the Bedrock KB fake handler
2026-09-03 00:26:08 -07:00
mateo-berri
62c7e84448 fix(proxy): parse numeric multipart fields on /v1/images/edits back into numbers
Every field of a multipart form arrives as a string, so `n` reached the
provider as "2" and Bedrock Nova Canvas rejected the request with
"expected type: Number, found: String". Restore the type the request
schema declares at the boundary where the form is parsed, driven by the
schema's own type hints so the helper covers any int- or float-typed
field on any multipart endpoint.
2026-09-03 00:22:54 -07:00
mateo-berri
c6bd682a5c Merge branch 'litellm_internal_staging' into litellm_fix_failing_request_slowdown
Resolve type-discipline-budget.json by taking the lower limit per rule so no
ceiling ratchets back up.

Staging's 66a3d24b3f left a duplicate embedding_executor parameter in the
Bedrock KB fake handler, which makes ruff fail on the whole tests tree. Drop
the duplicate here so this branch compiles; #39502 makes the same change on
staging.
2026-09-03 00:20:51 -07:00
mateo-berri
71f5b89499 Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_python_version_ci
Resolves two conflicts:

- tests/test_litellm/vector_stores/test_main.py: staging moved search() to a
  RouterVectorStoreEmbeddingExecutor while this branch parametrized the same
  test over query; keep both the executor assertions and the parametrize.
- tests/logging_callback_tests/test_bedrock_knowledgebase_hook.py: staging
  carries a duplicate embedding_executor kwarg that makes the file a
  SyntaxError; drop the trailing duplicate.
2026-09-03 00:16:19 -07:00
mateo-berri
9fb403a80f Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_bedrock_bearer_skip_sigv4_chain 2026-09-03 00:12:00 -07:00
mateo-berri
b503bcabea test(vector-stores): cover the hook's default proxy runtime wiring 2026-09-03 00:09:27 -07:00
mateo-berri
69efad0384 Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_fix_oci_streaming_chunk_ids 2026-09-03 00:09:23 -07:00
mateo-berri
75e7f4c4a5 Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_mistral_voxtral_tts_speech
Resolves the tests/test_litellm/test_main.py collision, where both sides appended a
new test at the end of the file, by keeping both.

Also carries the one-line fix from #39502: staging arrived with a duplicate
embedding_executor kwarg in the Bedrock KB fake handler, which ruff rejects as a
syntax error, so every commit here would otherwise fail lint. The change is byte
identical to #39502, so that PR merges cleanly once it lands.
2026-09-03 00:07:31 -07:00
mateo-berri
0135e1d634 fix(oci): pin one response id per streamed completion, skip the [DONE] sentinel
OCIStreamWrapper.chunk_creator built every chunk straight from the apiFormat
handlers, so it never reached model_response_creator and OCI streams came back
with a fresh chatcmpl id, a drifting created value and no model on every chunk.
Both exits now go through the shared creator.

The GENERIC apiFormat also closes its stream with a literal `data: [DONE]` line,
which chunk_creator json-parsed and turned into a 500 on every OCI streaming
completion. It is skipped now.
2026-09-03 00:01:44 -07:00
yucheng-berri
ecabfbd5af
fix(guardrail): hide-secrets playground redaction and guardrail telemetry (#39398)
* Fix hide-secrets guardrail: playground redaction, UI dropdown entry, spend-log telemetry

The hide-secrets guardrail never implemented apply_guardrail, so the UI test
playground echoed secrets verbatim; it was missing from the Add Guardrail
dropdown; and it recorded no guardrail_information, so Spend Logs could not
distinguish a redacted request from a clean one.

- implement apply_guardrail (unified interface) with use_native_lifecycle_hooks
  so proxied traffic stays on async_pre_call_hook (per-key opt-out and
  data["prompt"] handling live only there)
- record standard_logging_guardrail_information (allow/mask + masked_entity_count)
  via _process_response/_process_error; opted-out keys and legacy nameless
  callback instances record nothing
- advertise hide-secrets in /guardrails/ui/add_guardrail_settings (pre_call only)
  and /guardrails/ui/provider_specific_params with a config model

Resolves LIT-3548

* Fix hide-secrets passthrough telemetry and JSON config input

* fix(guardrails): validate hide-secrets object config before submit

- apply_guardrail treats empty-string-only texts as no input, so no
  false allow is recorded
- the UI object field keeps raw text while editing and blocks submission
  until it parses to a JSON object, instead of posting a string to an
  object-only API
- supported_modes_by_provider keeps its dict[str, list[str]] value type

* fix(guardrails): record no hide-secrets telemetry when nothing was inspected

walk_user_text and the prompt redaction now report how many non-empty
strings they visited; when neither inspected anything (image-only
content, empty strings), the run records no guardrail entry instead of
an 'allow' row that counts a check which never saw any text.
2026-09-03 00:01:03 -07:00
mateo-berri
7b8cc0319e fix(proxy-extras): only spend a migrate-deploy attempt when a pass made no progress
The v2 migration resolver gave `prisma migrate deploy` four attempts, and
every recovery path ended in a bare `continue`, so each one burned an attempt.
A database first brought up with `--use_prisma_db_push` has a full schema and
no migrations ledger, so the baseline spent attempt one and the first three
migrations whose objects already existed spent the rest. The proxy then exited
before binding its port, and that database could never be moved onto the
resolver.

The retry budget now counts only attempts that got nowhere. Creating the
baseline, and each migration newly marked applied, leaves the budget alone, so
a push-created database works through its pre-existing objects one pass at a
time. Timeouts, deadlock rollbacks, advisory-lock waits, and a repeat of a
recovery that already ran still spend an attempt, so a run that stops making
progress gives up exactly as before.
2026-09-02 23:56:09 -07:00
Yuneng Jiang
47611fa207
fix(test): drop the duplicate embedding_executor arg in the Bedrock KB fake handler
Two branches independently added embedding_executor to the same fake
search handler in this file, #39472 in the middle of the signature and
#39474 at the end. Neither conflicted with the other, so both edits
merged and the function ended up declaring the parameter twice.

Python rejects that at compile time, so the whole module fails to
import and every test in the file is uncollectable, taking the
logging_testing job down on staging.

Keep the earlier of the two, which sits where the real handler declares
the parameter.
2026-09-02 23:22:40 -07:00
yassin
342b21266d Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_fix_agent_mcp_grants
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-03 05:51:11 +00:00
yuneng-jiang
3cac5e5cd4
fix(sso): resolve multi-valued role claims to the highest privilege role (#39480)
* fix(sso): resolve multi-valued role claims to the highest privilege role

A role claim carrying several roles used to resolve to whichever one the IdP
listed first, so a user holding both proxy_admin_viewer and internal_user lost
org-level spend visibility depending on claim ordering alone.

get_litellm_user_role now picks the highest privilege role out of a list-valued
claim, and the Entra app_roles path shares that same resolution instead of
keeping its own copy of the hierarchy. SAML assertions carrying several role
values go through the same path rather than taking the first value.

* test(sso): lock ranked-over-unranked role resolution for mixed claims

org_admin, team and customer sit outside the privilege ladder. Pin the
resolution for a claim that mixes one of them with a ranked role so the
asymmetry is covered rather than implicit.

* fix(sso): label the claim-sequence cast for the type-discipline gate

* fix(sso): resolve claim entries without recursing

The repo's recursive-function gate rejects self-recursion here, and a role
claim is flat anyway. Pull the single-value lookup into its own helper so the
list branch maps over it instead of calling back into itself.
2026-09-02 22:44:17 -07:00
tin-berri
534003da03
feat(ui): add 1M context auto-router preset (#39490)
* feat(ui): add 1M context auto-router preset

* feat(ui): use heuristic v2 for 1M preset

* fix(ui): keep 1M preset test within lint budget
2026-09-02 22:33:14 -07:00
Mateo Wang
99da04a1b0
Merge pull request #39441 from BerriAI/litellm_internal_copy_36281
fix(xai): bill from the cost xAI reports instead of recomputing it (internal copy of #36281)
2026-09-02 22:23:50 -07:00
Mateo Wang
66a3d24b3f
Merge pull request #39474 from BerriAI/litellm_s3_vectors_query_embedding_executor
refactor(s3_vectors): embed search queries through the shared vector store executor
2026-09-02 22:23:44 -07:00
mateo-berri
6966a33150 test(vector-stores): type the pre-call hook regression tests without Any 2026-09-02 22:09:58 -07:00
mateo-berri
59f9d3a799 Merge branch 'litellm_internal_staging' of https://github.com/BerriAI/litellm into litellm_fix_failing_request_slowdown
# Conflicts:
#	basedpyright-code-budget.json
#	type-discipline-budget.json
2026-09-02 22:00:30 -07:00
mateo-berri
3ea61c23c7 fix(vector-stores): survive a failing vector store search in the chat completions hook
One unreachable vector store used to wipe out every store's context on a
chat completion carrying vector_store_ids: the search raised, the blanket
handler returned the original messages, and the request answered with no
retrieved context at all. Each store's search now has its own handler that
warns with the vector store id and moves on to the next store.

The same loop appended every store's results to the original messages
instead of the running copy, so with two healthy stores only the last one
reached the model. It now chains through modified_messages.

The Router is injected through a ProxyRuntime protocol instead of an
in-function litellm.proxy.proxy_server import, so the hook's routing can
be driven in tests without touching proxy globals.
2026-09-02 21:55:16 -07:00
mateo-berri
af15f87c5a Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_fix_search_results_with_guardrails 2026-09-02 21:51:47 -07:00
mateo-berri
a581399027 Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_python_version_ci
# Conflicts:
#	basedpyright-code-budget.json
2026-09-02 21:34:20 -07:00
mateo-berri
7f7e0d5517 fix(vector-store): embed through the SDK when the Router does not serve the query embedding model
The Router executor only routed a query embedding when the vector store
carried extra embedding configuration, so a store registered with no
embedding model at all always went to the Router and 500'd on the
s3_vectors default text-embedding-3-small when no deployment served it.
Route on whether the Router serves the model, which is the rule the
executor had before, and keep the request metadata on the SDK fallback so
the embedding stays attributed either way.
2026-09-02 21:32:00 -07:00
mateo-berri
cd296814be Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_containers_error_passthrough_pagination 2026-09-02 21:26:40 -07:00
mateo-berri
425c8d37fc fix(containers): page upstream until a non-admin container list fills its limit
Forwarding limit to OpenAI made the ownership filter cut the page down after
the fact, so a key that owned an older container got an empty first page and
its cursor never moved. Non-admin lists now walk upstream pages of 100 until
they have enough owned containers (or five pages), trim to the requested
limit, and report first_id, last_id and has_more off what the caller keeps.

Also assigns tests/test_litellm/proxy/container_endpoints to a CI shard.
2026-09-02 21:26:34 -07:00
mateo-berri
99e62d5fb6 Merge branch 'litellm_internal_staging' of https://github.com/BerriAI/litellm into litellm_bedrock_bearer_skip_sigv4_chain 2026-09-02 21:14:06 -07:00
mateo-berri
f9f32b49a6 fix(tests): qualify traced function names on Python 3.10 2026-09-02 21:13:15 -07:00