Commit graph

45734 commits

Author SHA1 Message Date
mateo-berri
ed5ee51dd2 fix(passthrough): map sync streaming errors, keep router streaming responses unwrapped, and resolve gigachat from api base
- sync llm_passthrough_route: read and close an error-status streaming
  response before mapping it, so upstream 4xx/5xx surface as the provider
  error instead of httpx.ResponseNotRead
- AsyncPassthroughStreamingResponse: expose aiter_bytes() and carry
  _hidden_params so the router attaches headers in place instead of
  wrapping the stream in HiddenParamsAsyncIteratorWrapper, which 500'd
  every streaming azure router-model passthrough request
- logging: swap the passthrough httpx result for the transformed
  ModelResponse/EmbeddingResponse when firing success callbacks
- get_llm_provider: resolve gigachat from its api base and drop the dead
  gigachat_models elif branch
- constants: register the gigachat api base in openai_compatible_endpoints
2026-08-31 13:16:40 -07:00
mateo-berri
de1f38820a fix(passthrough): flush interrupted streams on client disconnect and reuse cached gigachat http clients 2026-08-30 13:36:51 -07:00
mateo-berri
a5fa8ebfa7 fix(passthrough): keep upstream error body readable for streaming error status mapping 2026-08-30 12:59:18 -07:00
mateo-berri
ce52e39052 fix(gigachat): honor ssl_verify config on router passthrough and type the request body 2026-08-30 12:28:41 -07:00
mateo-berri
b0ce17c755 fix(gigachat): generic env-credential passthrough fallback plus type hardening
- forward unrouted /gigachat/* requests with env credentials like other passthrough providers (the old fallback returned 400 on any request without a routed model, /gigachat/models included)
- fix basedpyright budget breaches across the gigachat provider, common_request_processing, and llm_passthrough_endpoints with real narrowing, no new suppressions
- add regression tests for the fallback target, auth header, and model-less endpoints
2026-08-29 22:08:54 -07:00
mateo-berri
70e2f4e68f Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_gigachat_passthrough_25886
# Conflicts:
#	litellm/llms/gigachat/chat/transformation.py
2026-08-29 22:08:54 -07:00
yucheng-berri
d44d281d1d
fix(proxy): emit timing headers and overhead for /v1/messages and /v1/responses (#38840) 2026-08-29 18:11:58 -07:00
yuneng-jiang
6b33d17563
Merge pull request #38850 from BerriAI/litellm_e2e_retry_transient_upstream
test(e2e): retry upstream-saturation failures in the claude CLI driver
2026-08-29 17:48:04 -07:00
yuneng-jiang
df848d85ff
Merge pull request #38833 from BerriAI/litellm_deflake_reliability_fallbacks
test(e2e): stop the reliability fallback tests flaking on gpt-5.5's reasoning budget
2026-08-29 17:44:30 -07:00
yucheng-berri
3c2fa5fafb
fix(otel/v2): detach credential-routed tenant spans into their own trace (#38847)
* fix(otel/v2): detach credential-routed tenant spans into their own trace

Multi-tenant OTel v2 routes a team or key's LLM-call span to that tenant's
own vendor account (New Relic, Arize, Langfuse, Weave) via dynamic OTLP
credential headers, while the request-root, auth, and db spans stay on the
operator's default backend. The span was still parented into the request
trace, so the tenant account received a child whose parent it never got,
and New Relic rendered it as a fragmented trace with a missing parent.

Detach a credential-routed span the same way a project-routed (Phoenix)
span already detaches: root a fresh trace in the tenant account and link
back to the request trace for correlation. Service-name routing keeps
parenting, since it only relabels service.name on the same operator
backend where the parent is present.

Guard the detach on the callback actually owning an OTLP exporter the
credentials can reach: a callback owning only a console or in_memory
exporter has nowhere to stamp them, so the span would export to the
default backend unchanged and detaching would orphan it on the very
backend that holds its parent. In that case warn once and keep the
default tracer.

* fix(otel/v2): derive tenant-route routability from resolved exporter transport

A denylist classified an owned exporter as routable whenever its kind was
not console/in_memory, so a typo'd or unavailable kind (e.g. "otlp",
"grcp") passed the check while _exporter_from_spec falls it back to a
header-ignoring console exporter. Detaching such a span would root a fresh
trace that only ever reaches the operator console, never the tenant
backend, orphaning it on both sides.

Route on a shared exporter_transport() predicate that resolves the kind the
same way _exporter_from_spec builds it (registered factories + otlp_http
aliases -> http, otlp_grpc aliases -> grpc, else headerless), so an
unresolvable kind is headerless and stays parented. Fixes the same latent
gap in project routability.
2026-08-29 17:41:25 -07:00
Yassin Kortam
d619b1c227
feat(helm): make extra ingress paths configurable in the componentized chart (#35700)
The componentized chart's Ingress renders a fixed path set: the UI paths, a
hardcoded gateway prefix list mirroring gateway/routes/allowlist.py, and a `/`
Prefix catch-all to the backend. values.yaml exposes no path knob, so an
operator who needs a route the chart does not know about has to fork the
template.

That prefix list is a snapshot of the data plane at release time and drifts
from it. `/watsonx` is in GATEWAY_PATH_PREFIXES with no ingress rule and no
backend prefix, so `/watsonx/*` falls into the catch-all, reaches the backend,
and 404s. A provider passthrough prefix added upstream after the chart version
an operator runs has the same shape, and a custom
general_settings.pass_through_endpoints route has a path only the operator
knows, so the chart can never ship a rule for it at all.

ingress.extraPaths takes a list of {path, service, pathType} entries rendered
in addition to the built-in paths, never in place of them. They render after
every built-in path and before the backend catch-all, and an entry repeating a
path the chart already routes is rejected: duplicates within one rule are
resolved by position or by controller-specific tie breaking, so an entry at
`/` Prefix would swallow the whole backend management API rather than add to
it. `service` picks the component Service — gateway by default, or backend or
ui — so an operator does not have to reconstruct release-templated Service
names, and `pathType` defaults to Prefix. A non-mapping entry, an entry with
no path, an unknown service, an unknown pathType, and a duplicate each abort
the render naming the offending index rather than emitting an Ingress that
misroutes traffic.

The duplicate check needs the built-in paths as data, so the UI paths move
from six literal YAML blocks into a $uiPaths list rendered by one range, and
their explanatory comments move from the rendered manifest into template
comments. The Ingress object this produces is unchanged: the same 92 paths in
the same order with the same backends, verified by parsing both renders.

The target component still answers only the paths its own route allowlist
keeps, so this makes a route routable, not servable.
2026-08-29 17:39:44 -07:00
yuneng-jiang
8e45522117
Merge pull request #38852 from BerriAI/litellm_/model-test-connection-artifact-805be5
fix(ui): drop stray text next to Close in the model connection test dialog
2026-08-29 17:30:43 -07:00
ryan-crabbe-berri
9da0b30888
Merge pull request #38843 from BerriAI/litellm_mag_budget_ui
feat(ui): set a model access group's shared budget from the dashboard
2026-08-29 17:27:17 -07:00
Yuneng Jiang
795c036279
fix(ui): drop stray text next to Close in the model connection test dialog
The Add Model page's connection test dialog rendered a literal ", ]" beside the Close button, left over from converting an array of footer buttons into JSX children.
2026-08-29 17:26:38 -07:00
Mateo Wang
ff2f06e37f
Merge pull request #38444 from BerriAI/litellm_mcp_connector_bulk_import
feat(mcp): bulk-import Anthropic MCP connectors via API and admin UI
2026-08-29 17:21:57 -07:00
Yuneng Jiang
bda2917273
test(e2e): retry upstream-saturation failures in the claude CLI driver
The driver retries rate-limit-shaped failures twice with a 65s backoff, but
RATE_LIMIT_SHAPED_RE only matches 429 / rate limit / too many requests /
throttled / CLI timeout. A saturated provider does not always say any of
those: litellm-e2e-pr build 182 turned a green cell red on

  status 503: litellm.ServiceUnavailableError: BedrockException -
  {"message":"Bedrock is unable to process your request."}

which matched nothing and so was never retried.

Add TRANSIENT_UPSTREAM_SHAPED_RE for 503, 529, "service unavailable",
"overloaded" and Bedrock's "unable to process your request", and have the
retry loop ask is_retryable_shaped (either shape) instead of
is_rate_limit_shaped.

Kept as a second pattern rather than widened into the first on purpose. The
conftest feeds RATE_LIMIT_SHAPED_RE into the rate-limit summary, which the
binary-search helper reads to decide whether to lower a provider's request
rate. A 503 says the provider is out of capacity, not that we are asking too
often, so folding it in there would keep ratcheting our rate down against a
condition our rate never caused.

Retry-loop logging now names which shape fired, so a saturated upstream is
distinguishable from a throttled one in the run output.

Verified against the literal failure text from build 182: is_retryable_shaped
is True while is_rate_limit_shaped stays False.

Note this covers CLI-driven rows only. HTTP-probe rows (tool_search,
count_tokens) have no retry layer at all, so the specific cell that failed in
build 182 is still unprotected -- that is a separate change to http_probe.
2026-08-29 17:13:10 -07:00
ryan-crabbe-berri
797a4dcbfe fix(ui): badge the Model Access Group Budgets tab as Beta rather than New 2026-08-29 17:10:20 -07:00
ryan-crabbe-berri
934edbab1f chore: sync the lazy OpenAPI snapshot with the access group list docstring 2026-08-29 17:08:10 -07:00
yucheng-berri
842c423ccd
fix(guardrails): stop Lakera monitor mode forwarding unmasked PII on Responses-API bodies (#38841)
#34940 widened the mask-in-place safety guard so a Responses-API
`instructions` field (and a combined messages+input body) skips the
PII masking branch. With `on_flagged: "monitor"` that fell straight
through to "allow", so PII that used to be masked now reaches the
model unredacted.

Monitor means "don't block", not "don't redact". Recover the one shape
whose payload is still fully writable: mask it and write the redacted
instructions back into `data["instructions"]` directly, since
apply_redacted_messages_back has no path for that field and would
otherwise fold the instructions text into `data["input"]`.

The combined messages+input and multimodal shapes stay unmasked - both
are unsafe to write back, not merely unwritable - and now log an error
naming the reason instead of passing silently.

No block/allow decision changes: block and inject_system_message keep
the exact outcomes #34940 shipped.
2026-08-29 17:07:39 -07:00
ryan-crabbe-berri
8530f80c78 chore(ui): sync schema.d.ts with the access group list docstring 2026-08-29 17:05:39 -07:00
ryan-crabbe-berri
e257383cc6
Merge pull request #38249 from BerriAI/litellm_fix_empty_user_models_visibility
fix(proxy): list all non-team models for users with an empty model list
2026-08-29 17:04:28 -07:00
yuneng-jiang
b82da3d138
Merge pull request #38846 from BerriAI/litellm_/release-version-bump-817682
chore: rebuild Admin UI bundle for the next release
2026-08-29 16:58:10 -07:00
ryan-crabbe-berri
6f8a3b8661 fix(proxy): scope model listing direct access to the calling key's grant
Direct access on /model/info was read from the user record alone, so an
unrestricted user calling with a key limited to a few models saw every non-team
deployment, including ones the key gets a 403 on. Resolve the key's grant the
same way and intersect the two.

Resolving a grant now also expands access groups, which the key path needs and
the user path was missing.

Claude-Session: https://claude.ai/code/session_01XL7LBFEew4wi8gphVCDq6n
2026-08-29 16:54:02 -07:00
Yuneng Jiang
76eb7409b8
chore: update Next.js build artifacts (2026-08-29 23:50 UTC, node v24.19.0) 2026-08-29 16:50:17 -07:00
ryan-crabbe-berri
243f8317f4 style(ui): drop decorative section banners from the access group budget hooks 2026-08-29 16:47:50 -07:00
Mateo Wang
2a79a81b46
Merge pull request #38837 from BerriAI/litellm_fix_azure_responses_anyof_tool_schema
fix(azure): flatten top-level tool schema combinators for Azure Responses GPT-4-family deployments
2026-08-29 16:46:22 -07:00
ryan-crabbe-berri
7c0e58ed06 fix(ui): stop offering access group budget writes that the proxy refuses
An Admin Viewer and a group whose name contains a slash both reached an
enabled Set budget action that could only ever come back 403 or 404. Gate
the row actions on proxy admin and on the name being addressable, with the
reason in the tooltip.
2026-08-29 16:45:48 -07:00
Mateo Wang
1f5e76155b
Merge pull request #38836 from BerriAI/litellm_fix_messages_effort_budget_cap
fix(anthropic): cap reasoning_effort thinking budget below max_tokens on /v1/messages
2026-08-29 16:45:18 -07:00
Mateo Wang
ecd42ea77a
Merge pull request #38792 from BerriAI/litellm_fix_responses_anyof_tool_schema
fix(openai): flatten top-level anyOf/oneOf/allOf in Responses API tool schemas
2026-08-29 16:45:11 -07:00
Mateo Wang
42d8360f29
Merge pull request #38820 from BerriAI/litellm_fix_together_sync_output_ceiling
fix(together_ai): stop writing context_length as max_output_tokens in the serverless sync
2026-08-29 16:44:56 -07:00
ryan-crabbe-berri
2ffd3d0e7d
Merge pull request #35887 from BerriAI/litellm_window_spend_reader
perf(proxy): read budget-window spend from the maintained window table
2026-08-29 16:44:53 -07:00
Mateo Wang
a979c89b88
Merge pull request #38804 from BerriAI/litellm_registry_audit_rolling_38693
fix(models): registry audit: new Together/Fireworks/Gemini/Mistral/xAI models, xai retirement repricing, bedrock grok-4.6 caching, deprecation dates
2026-08-29 16:44:45 -07:00
ryan-crabbe-berri
a5cd3fae81 fix(ui): name the tab Model Access Group Budgets and keep sub-cent budgets readable
Marks the tab New, and stops a budget under a cent rendering as "of $0.00"
next to an over-budget meter.
2026-08-29 16:38:58 -07:00
ryan-crabbe-berri
f82708f41d Merge branch 'litellm_window_spend_writer' into litellm_window_spend_reader 2026-08-29 16:36:09 -07:00
ryan-crabbe-berri
ce96db5a61 test(proxy): pass the window spend args in the access group requeue test 2026-08-29 16:36:04 -07:00
ryan-crabbe-berri
0777e37849 feat(ui): set a model access group's shared budget from the dashboard
Model access group budgets shipped API-only, so the only way to give a group a
budget was a curl. Adds an Access Group Budgets tab under Models & Endpoints
that lists every group with the spend drawn against its shared pool, and a
modal to set, edit or clear the budget.

/access_group/list now carries each group's budget and spend inline, so the
table renders from one read instead of one follow-up request per row.
2026-08-29 16:32:28 -07:00
mateo-berri
36c036cd2d test(reasoning-effort-grid): expect capped thinking on messages-route budget models 2026-08-29 16:28:49 -07:00
ryan-crabbe-berri
cd5f154985
Merge pull request #35854 from BerriAI/litellm_window_spend_schema
feat(proxy): add LiteLLM_BudgetWindowSpend table for per-window budget spend
2026-08-29 16:25:28 -07:00
ryan-crabbe-berri
3cc2f615da Merge branch 'litellm_window_spend_writer' into litellm_window_spend_reader 2026-08-29 16:24:07 -07:00
yuneng-jiang
e4ae1c1f2e
Merge pull request #38835 from BerriAI/litellm_38816_classifier_cost_savings
fix(proxy): count auto-router classifier cost in savings and benchmarks
2026-08-29 16:23:50 -07:00
ryan-crabbe-berri
140950f52d Merge branch 'litellm_window_spend_schema' into litellm_window_spend_writer 2026-08-29 16:23:45 -07:00
mateo-berri
af186eaaf3 fix(azure): flatten top-level tool schema combinators for Azure Responses GPT-4-family deployments 2026-08-29 16:23:01 -07:00
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
Mateo Wang
6bc8dafa99
Merge pull request #38740 from BerriAI/litellm_vertex_gemini_35_transcribe
feat(vertex_ai): support gemini-3.5-transcribe on /v1/audio/transcriptions
2026-08-29 16:19:56 -07:00
Yuneng Jiang
fd4b540a44
test(e2e): require spent completion tokens before accepting empty fallback content
The first pass accepted any empty completion whose finish_reason was "length",
which also swallowed a fallback that produced nothing at all. Require the
response to have billed completion tokens as well, so empty content is
accepted only when the budget was demonstrably spent on non-visible reasoning.

Asserts on completion_tokens rather than reasoning_tokens because the latter
is provider-optional; with empty content and a refusal of null, consumed
completion tokens are reasoning by elimination, since visible text would be
content. Both counts are reported in the failure message.

Folds the three body accessors onto one _parsed helper instead of re-parsing
per call, and adds completion_tokens_of / reasoning_tokens_of alongside.
2026-08-29 16:19:41 -07:00
ryan-crabbe-berri
4c8838696a
chore(ui): drop unrelated schema.d.ts enum reorder from the window spend schema branch 2026-08-29 16:17:14 -07:00
ryan-crabbe-berri
8829276735
chore(migrations): drop the generated comment from the budget window spend migration 2026-08-29 16:17:14 -07:00
ryan-crabbe-berri
2c2f4bbfed
feat(proxy): add LiteLLM_BudgetWindowSpend table for per-window budget spend
Multi-window budgets (budget_limits on keys/teams) currently keep window
spend only in cache. Every cold or expired counter recomputes the window
by aggregating LiteLLM_SpendLogs, which has no usable index for that
query and saturates the DB on large tables (#35766).

This adds a LiteLLM_BudgetWindowSpend table holding one row per
configured window, keyed (entity_type, entity_id, window_duration),
with window_start identifying the period the spend belongs to.
Follow-up PRs maintain these rows from the spend update writer and move
window budget enforcement reads onto them.
2026-08-29 16:17:14 -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
Yuneng Jiang
6e341b79d8
test(e2e): stop the fallback tests flaking on gpt-5.5's reasoning budget
max_tokens=64 caps reasoning plus visible output on gpt-5.5, so the fallback
target can legitimately return finish_reason="length" with empty content.
litellm-e2e build 90 hit exactly that: the response cost of $0.002005 backs
out to 64 completion tokens at gpt-5.5's $3e-05/token, i.e. the whole budget
spent reasoning about "say hi" with none left to answer. The fallback itself
worked -- 200, served by gpt-5.5-2026-04-23, x-litellm-attempted-fallbacks
present -- so the only thing that failed was an assertion about OpenAI's token
budgeting rather than about routing.

Raise the reliability helper's budget to 512 and accept empty content only
when finish_reason is "length". Empty content under any other finish_reason
still fails, so the tests keep catching a fallback that returns nothing for a
reason we do control.

The relaxed assertion lives in the helper both reliability fallback tests
share, so test_timeout_routes_to_fallback is covered too; it has the same
shape and had not tripped yet.
2026-08-29 16:08:29 -07:00