Commit graph

14050 commits

Author SHA1 Message Date
mateo-berri
1072de94de fix(azure_ai): only reclassify as azure when api_base is a classic Azure OpenAI endpoint 2026-08-31 10:00:55 -07:00
devin-ai-integration[bot]
f079e4061b
fix(proxy): deliver budget alerts on webhook-only alerting and accept ALERTING_WEBHOOK_URL (#38441)
* fix(proxy): deliver budget alerts on webhook-only alerting and accept ALERTING_WEBHOOK_URL

ProxyLogging.budget_alerts forwarded to the alerting pipeline only when
'slack' was in general_settings.alerting, so alerting: ['webhook'] plus
WEBHOOK_URL silently never delivered a budget alert (the config
/health/services?service=webhook exists to test). Forward when 'webhook'
is present too; SlackAlerting.send_alert already fans out per channel.

Also accept a provider-neutral ALERTING_WEBHOOK_URL env fallback for the
Slack-format channel (any Slack-compatible receiver works), mark it as a
sensitive var, and de-brand the admin UI alerting copy.

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

* fix(ui): format settings.tsx with prettier

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

* chore(ui): regenerate schema.d.ts for updated alerting description

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

* ci: retrigger checks after ALERTING_WEBHOOK_URL docs merged

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>
2026-08-31 09:22:36 -07:00
Cursor Agent
43c64e2471
fix(cli): keep an existing ENABLE_TOOL_SEARCH value
Default remains true so lite claude turns tool search back on through
a proxy. An explicit false or auto in the env or settings is left alone

Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>
2026-08-31 06:00:45 +00:00
Cursor Agent
cafdfda8ba
feat(cli): set ENABLE_TOOL_SEARCH=true for lite claude
Claude Code turns tool search off when ANTHROPIC_BASE_URL is a proxy.
lite claude, lite up, login --config-claude, and autoroute now force
ENABLE_TOOL_SEARCH=true so MCP tools stay deferred through the proxy

Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>
2026-08-31 05:52:17 +00:00
mateo-berri
60296cb540 Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_bedrock_guardrail_stream_audit 2026-08-29 21:49:13 -07:00
Mateo Wang
5e4b3838aa
Merge pull request #37778 from BerriAI/litellm_decrease_anys_opus5
chore(typing): clear Any seams across 47 files, ratchet basedpyright ceilings -3,302
2026-08-29 21:48:11 -07:00
mateo-berri
43c838f4b9 Merge branch 'litellm_internal_staging' into litellm_decrease_anys_opus5 2026-08-29 21:41:04 -07:00
mateo-berri
a23f0fc3c3 Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_bedrock_guardrail_stream_audit
# Conflicts:
#	litellm/proxy/common_request_processing.py
2026-08-29 21:23:35 -07:00
Tin Chi Lo
f62aa1b3a8 fix(tests): derive the no-cache-read-rate savings baseline from the model map 2026-08-29 19:35:10 -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
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
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
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
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
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
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
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
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
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
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
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
e263c09e4f test(e2e): cover model access group budgets against a live proxy
Four cases in tests/e2e/quota_management/budgets, driving real OpenAI calls
through a group whose shared pool is drained to exhaustion: the spender key
stays blocked, a key that spent nothing of its own is blocked by the same
pool, a sibling group with no budget keeps serving, and the budget read
reports the spend drawn against the group.

Adds set/get/delete access group budget to BudgetClient and the four
matching rows to the coverage registry.
2026-08-29 15:46:49 -07:00
mateo-berri
af179be681 fix(together_ai): stop writing context_length as max_output_tokens in the serverless sync
The Together catalog exposes only context_length, so the sync was recording
every chat model's context window as its output ceiling. New entries now carry
max_input_tokens and the legacy max_tokens from the catalog and get an output
ceiling only from a reviewed capability rule. GLM-5.2 and GLM-5.3-Flash rules
carry the documented 128K ceiling, and the 26 other inflated together_ai chat
entries drop max_output_tokens in both registry copies.
2026-08-29 15:26:44 -07:00
mateo-berri
71a951691a fix(anthropic): cap reasoning_effort thinking budget below max_tokens on /v1/messages
A deployment carrying reasoning_effort in its litellm_params on the
/v1/messages passthrough mapped the effort to a legacy thinking block
whose budget_tokens was forwarded as is, so any request whose max_tokens
sat at or below that budget was rejected upstream with a 400. The mapped
budget now runs through the same cap the adaptive-to-legacy branch and
the chat path already use: it is clamped to max_tokens - 1, and dropped
with a warning when even the minimum budget cannot fit.

The cap helper becomes public since three call sites outside
AnthropicConfig use it.
2026-08-29 15:24:05 -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
tin-berri
36ea28b092
fix(anthropic): emit signature-only thinking blocks on the /v1/messages bridge (#38809) 2026-08-29 15:04:22 -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-berri
9448293903 fix(openai): flatten tool schema unions only for models whose validator rejects them
GPT-5 and later accept a top-level anyOf natively and call tools better with it intact, so the flattening now runs only for the gpt-4, gpt-3.5, chatgpt-4o, o1, o3, and o4 families. Non-dict tool entries pass through untouched, a typeless root that carries properties counts as an object, and the bounded $ref walker is listed in the recursion detector allowlist.
2026-08-29 14:38:08 -07:00