* feat(pass-through): add eu/jev decision API pass-through with spend tracking
Adds a /eu_jev/{endpoint:path} pass-through route for eu/jev, an EU-hosted
decision API that speaks the same POST /v1/systemone contract as TypeSafe.
It reads EU_JEV_API_KEY and EU_JEV_API_BASE (defaults to
https://jev.bevel.software), books spend through the shared decision logging
handler, and prices eu_jev/eu-jeff-1.0.0 and eu_jev/eu-jeff-latest from the
cost map
* fix(pass-through): default eu_jev to its canonical eu-jev.com origin
* fix(pass-through): reject custom_body on the eu_jev route
A key limited to other models could send an eu/jev request through
custom_body, because auth checks the outer body while the shared
pass-through forwards custom_body upstream. The route now answers 400
before anything is forwarded, the same way validate_oss_request guards
the laya and bespoke routes
* fix(pass-through): give the eu_jev route request and 200 response schemas
The OpenAPI docs gate flagged POST /eu_jev/{endpoint} for OA001 and
OA003. The route now documents the eu/jev System One request body and
its 200 answer, usage and meta shape, taken from the eu/jev OpenAPI
document. The lazy OpenAPI snapshot and the dashboard API types are
regenerated with python -m litellm.proxy._lazy_openapi_snapshot and
npm run gen:api
* fix(pass-through): reject streaming on the eu_jev route
A body with stream=true switched the route to streaming, which skips the
decision spend tracking. Reject it with a 400, as validate_oss_request does
for laya and bespoke.
* fix(pass-through): type the eu_jev request body like the other decision routes
* fix(pass-through): check eu_jev decisions against the model eu/jev runs
Serve only POST /eu_jev/v1/systemone, eu/jev's one endpoint, resolve an omitted
model and the legacy names to eu-jeff-latest for key model checks and pricing,
check scopes under eu_jev/<model> like Laya and Bespoke, and answer 503 when
EU_JEV_API_KEY is unset
* fix(pass-through): apply eu_jev key limits, register eu_jev, price unlisted releases
Pre-call hooks and guardrails now see the body model as eu_jev/<release>, so
model_rpm_limit and model_tpm_limit set on eu_jev/eu-jeff-latest apply, and
upstream still gets the client's exact body. eu_jev is a registered decisions
provider, so access groups, config deployments, /v1/systemone and /v1/decisions
accept it, and the Admin UI can add it. A release without its own cost map row
is priced as eu-jeff-latest instead of $0
* fix(eu_jev): use the pass-through deployment's api_base and accept provider-prefixed models
* fix(eu_jev): declare /v1/systemone on the eu/jev cost map entries so the generated endpoint table keeps it
* fix(eu_jev): take pass-through credentials only from proxy-wide deployments
The eu/jev route now ignores team-scoped deployments when it picks the
upstream key and base, so one team's deployment can no longer redirect
another team's calls, and a base ending in /v1 is not doubled
* fix(eu_jev): let a configured pass-through at /eu_jev/v1/systemone keep serving it
Scope the mapped pass-through and gateway allowlist entries to the decision
route instead of the whole /eu_jev prefix, so custom routes under /eu_jev keep
their auth, metering, and gateway behavior from before this PR
* fix(eu_jev): treat /eu_jev/v1/systemone as a provider route only while the built-in route serves it
Drop the decision path from the mapped pass-through list and classify it with one
check that asks the pass-through registry, so an operator's own pass-through at that
path keeps its auth, metering, LLM-route status and litellm_user_api_key handling
from before this PR. The built-in route now yields on a per-request root path and
on any configured method, and the gateway keeps only the exact decision path
* fix(eu_jev): find a configured route at the decision path with or without a trailing slash, and stop a deleted one forwarding
* test(eu_jev): annotate new test variables with Final
* fix(proxy): keep eu/jev pass-through routing stable during updates and method mismatches
Swap an updated pass-through's routes with no await between removal and
re-registration, so the built-in eu/jev route never sees the path as
unconfigured mid-update. The built-in eu/jev handler no longer takes a
configured route's target, and the built-in route also yields on a
method-only match, so GET and PUT on the no-slash form of a slash route
redirect again.
* test(pass-through): annotate the route-swap test's locals as Final
* fix(pass-through): keep an updated auth route's LLM API route checks on the updating worker
* fix(eu_jev): leave a null model out of the upstream decision request
A JSON model of null is limited and counted as eu-jeff-latest, so send the
request upstream without a model field, the way an omitted model goes, since
eu/jev answers a null model with 400 Unknown model
* fix(pass-through): keep route checks on a path another auth endpoint still serves after an update
Forward a non-string eu/jev model unchanged so eu/jev rejects it, and drop only a null or missing one
* test(eu_jev): keep the non-string model test in the eu/jev route test file so a CI shard runs it
* refactor(eu_jev): build the scoped pass-through body as a new dict instead of updating it in place
---------
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
* feat(extraction): add Clairic extraction types and Cloudflare provider config
* feat(extraction): add the /v1/extraction route, router wiring, and Clairic billing
* fix(extraction): refuse or drop stream, pass unknown keys, run guardrails, keep the requested model name
Clairic does not stream, so stream=true answers 400 and is dropped and billed under drop_params. Keys LiteLLM does not know pass through to Cloudflare. Guardrails scan state, field instructions and text answers. Frozen decision and extraction responses now carry the requested model name. List fields must name their item type. /health/test_connection and the Add Model page accept the extraction mode.
* fix(extraction): keep upstream model names on decisions, scan images, keep typed values, refuse OpenAI params
Scope the frozen-response model stamp to extraction so /v1/decisions and /v1/systemone return the upstream name as on main. Pass request images to guardrails as data URLs and drop answer spans when a response guardrail rewrites state_text. Field spec values keep their JSON type, so a wrong type answers 400 instead of being coerced. OpenAI generation params answer 400 unless drop_params. The Model Hub shows a /v1/extraction snippet for extraction models.
* fix(extraction): send only Clairic's request fields, count extraction tokens, keep typed answers typed, drop spans a request guardrail made stale, and honor --max_tokens
* fix(extraction): scan number answers in response guardrails, rewrite guardrail fields in linear time, and leave --max_tokens as on main
* fix(extraction): scan float answers as whole numbers so fraction digits never trip a response guardrail
* fix(extraction): round only mean and median for response guardrails so fractional values keep their decimal text
* fix(extraction): count state and fields for budget reservations and scan estimate quantiles in response guardrails
* fix(extraction): send each repeated text to guardrails once and keep the context-window budget reservation
* test(extraction): type request_data in the guardrail test helpers
* feat(decisions): serve System One format at /v1/systemone and OpenAI format at /v1/decisions
The System One request format moves to /v1/systemone and /systemone. /v1/decisions and
/decisions now accept the OpenAI Decisions API format, translate it into a System One
request, route it through the same pipeline, and translate the answers back.
* fix(decisions): import assert_never from typing_extensions for Python 3.10
* fix(decisions): cap OpenAI-format questions at the System One limit
/v1/decisions accepted up to 200 questions, but the System One request it translates to takes at most 128, so 129 to 200 questions failed with an internal validation error. Both now share MAX_DECISION_QUESTIONS.
* fix(decisions): return 400 for bodies that are not JSON
* test(decisions): send System One bodies to /v1/systemone in integration tests
* fix(decisions): return guardrail_information on OpenAI-format decisions when requested
* refactor(decisions): validate proxy request data before reading guardrail settings
* fix(ci): namespace claude session ids in tracing seeds and allowlist /v1/logs on backend
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(proxy): allowlist /v1/logs on the gateway alongside /v1/traces
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
---------
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* feat(decisions): add unified /v1/decisions endpoint for Jev-compatible providers
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(decisions): register typesafe as a provider so Jev deployments load
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* refactor(decisions): move provider endpoints under llms and validate proxy bodies
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* feat(decisions): add Cloudflare Clef and Strands Decider backends
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(decisions): register decisions routes for managed agents and gateway
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(decisions): use raw regex for cloudflare missing account match
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(decisions): avoid cast in Cloudflare response unwrapping
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(decisions): default model, evaluation health probe, short Cloudflare names
The proxy validates only state and questions, so a request without a
model falls through to the configured default model like every other
route. Health checks probe evaluation-mode deployments through the
Decisions API instead of failing with an unsupported mode, and
cloudflare/clef and cloudflare/clef-flash get cost-map rows so the short
names resolve a mode and a price. The registry no longer claims typed
decisions for a provider with no backend.
* fix(decisions): let health_check_params override the evaluation probe
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): audit the decisions endpoint across providers, limits, health and chaos
Adds the /v1/decisions audit cells: one wire contract per provider (path, key, body and cost-map billing), the gateway-only fields and tags, the sad paths (invalid bodies, unknown model, key checks, api_base in the body, upstream 401/429/500, a 200 without answers, an unreachable upstream), the two evaluation-mode health probes, and three chaos cells (a mixed-failure burst over both routes, a worker SIGKILL mid-burst, an upstream outage and restart on the same port).
The PR's cost case read the upstream observations through the gateway, which answers 404 for that path; it now reads them from the upstream URL. The owned proxy harness takes extra CLI arguments, and its graceful stop waits as long as a worker boot may take, since a worker still starting honors SIGTERM only once it is up and the 30 second wait forced a cleanup under load.
* fix(decisions): send env API keys to a configured api_base
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* feat(decisions): add zero-cost evaluation cost-map entry for Strands Decider
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(decisions): register the routes through the lazy feature registry
The Decisions router was included at import, ahead of the config and DB
pass-through endpoints, so a pass-through configured at /v1/decisions
was skipped and answered 400 as an unknown Decisions provider. The
routes now register through LAZY_FEATURES, which splices them in after
every eager route, so a pass-through at /v1/decisions keeps its route
while /decisions still serves natively. The lazy OpenAPI snapshot carries
the two paths so the schema shows them before the first call.
The audit cells add the env-key egress to a configured api_base, the
client api_base opt-in shared with chat, the pass-through precedence on
an owned proxy, and the Strands evaluation health check resolved from
the cost map. The integration config exports the Perplexity env key the
first cell needs.
* fix(decisions): keep the Cloudflare api_base message in its transformation and read the audit upstream once per cell
* fix(proxy): let a config pass-through beat a lazily registered route in eager mode
With LITELLM_DISABLE_LAZY_ROUTES set the decisions routes are registered at
startup, so SafeRouteAdder treated a config pass-through at exactly
/v1/decisions as already registered and dropped it. In lazy mode a pass-through
created through the API after the first native call was skipped the same way.
Routes a lazy feature owns no longer count as registered, and a route added at
one of their paths is placed ahead of them, the precedence lazy mode gives a
config pass-through when the feature has not loaded yet.
---------
Co-authored-by: mateo <mateo@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
* feat(tracing): bring current ingestion prerequisite onto main
Port the prerequisite implementation from BerriAI/litellm#43915 at 5aacd57455 so Lens does not depend on the retired tracing stack.
* feat(lens): add trace analysis and standalone worker
* fix(lens): clarify review limits and finalize main integration
* fix(lens): simplify worker setup and show the next check
* fix(lens): simplify analyzer setup and resolve integration failures
* fix(lens): preserve durations and evidence from later trace reads
* fix(lens): trust server context for internal analysis exclusion
* fix(lens): pin reviewed analyzer image and verify request inclusion
* test(lens): select time units before entering custom duration
* test(lens): allow the standalone analyzer lifetime HTTP client
* test(lens): run analyzer tests in active proxy coverage shard
* fix(gateway): expose /api/event_logging/batch on the gateway allowlist
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(gateway): route /api/event_logging to gateway pods in helm and terraform
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(proxy): stop max_budget leaking between proxy_server and native_compaction tests
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
---------
Co-authored-by: kerry <kerry@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* feat(proxy): add TinyFish Agent API passthrough with per-step billing
* chore(ui): regenerate dashboard API types for /tinyfish passthrough
* fix(proxy): satisfy strict lint budget for tinyfish passthrough
* style: ruff format tinyfish passthrough handler
* test(proxy): exercise tinyfish route through the app with a faked upstream
* refactor(proxy): make cross-module tinyfish billing hooks public
* fix(proxy): tolerate transient tinyfish poll failures instead of dropping the charge
* fix(proxy): defer billing for disconnected tinyfish SSE runs to the background poller
* Revert "fix(proxy): defer billing for disconnected tinyfish SSE runs to the background poller"
This reverts commit ef0bcfb4a0.
* fix(proxy): bill tinyfish SSE runs via detached poller and only COMPLETED runs
Disconnected run-sse clients previously left completed runs unbilled: the stream-end
handler saw a still-RUNNING run and logged $0. The poller now spawns from the streaming
path on the first run_id frame, outlives the disconnect, and writes the one spend row when
the run turns terminal; the stream-end path only logs the $0 fallback for run_id-less
streams. Costs now apply only to COMPLETED runs ($0 for FAILED/CANCELLED, matching the
upstream invoice), spend rows carry the request's litellm_call_id (previously NULL
request_ids collided and were silently dropped), and the GET /v1/runs listing is blocked
so callers behind the shared key cannot discover each other's runs.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Pxz11TQKYvCXvKawNUa2g4
* fix(proxy): drop GET /v1/runs from the tinyfish allowlist error message
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Pxz11TQKYvCXvKawNUa2g4
* chore(proxy): sync openapi artifacts for tinyfish docstring, suppress LIT011 on flag write
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Pxz11TQKYvCXvKawNUa2g4
* style(proxy): ruff-format the sse poller flag write
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Pxz11TQKYvCXvKawNUa2g4
* style(proxy): keep the rebind-ok suppression on the flag write's own line
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Pxz11TQKYvCXvKawNUa2g4
* fix(proxy): harden tinyfish billing paths from review findings
Skip failure dispatch when the SSE poller owns billing (a failure row collided with the
poller's billed row on request_id and dropped the charge), late-spawn the poller for
run_ids that arrive in unterminated frames instead of mispricing RUNNING runs at $0,
thread litellm_params into poller-billed standard logging objects so SLO consumers see
attribution, untype the run error field so upstream error-shape drift cannot void a
billable run, normalize a schemeless TINYFISH_AGENT_API_BASE, extend the poll budget to
cover queue wait (3600s) with ~60s outage tolerance, and log poller cancellation.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Pxz11TQKYvCXvKawNUa2g4
* chore(proxy): satisfy ratcheted BLE001/LIT002 budgets from main in tinyfish handler
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Pxz11TQKYvCXvKawNUa2g4
* style(proxy): drop stray blank line from merge resolution
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Pxz11TQKYvCXvKawNUa2g4
* fix(proxy): reject passthrough envelope controls on tinyfish route, raise blocking-run timeout
The generic passthrough unwraps a caller-supplied custom_body as the forwarded request and
honors a caller stream flag, so custom_body.use_vault bypassed the credentialed-run 403 and
stream: true flipped a blocking run into the streaming pipeline. The route now 400s the
envelope fields (custom_body, stream, query_params); streaming comes from the endpoint.
Blocking runs also get a 1500s default timeout covering the upstream 1200s run cap, unless
the operator configured pass_through_request_timeout.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Pxz11TQKYvCXvKawNUa2g4
* style(proxy): resolve operator timeout without a dict-literal default
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Pxz11TQKYvCXvKawNUa2g4
* test(passthrough): list the TinyFish route among protocol-constrained pass-through routes
* chore(proxy): regenerate the lazy OpenAPI snapshot after merging main
* chore(proxy): keep the lazy OpenAPI snapshot as CI's Python 3.12 renders it
* fix(proxy): reject TinyFish POST bodies that are not a JSON object
A form-encoded or text body carried stream and use_vault past both field
gates, because the gates only saw fields the body parsed to as JSON. The
route now checks the content type before reading the body and answers 400
for anything that is not a JSON object.
* fix(tinyfish): reject submit paths with extra slashes so run-async always bills
The allowlist dropped empty path segments, so POST /v1/automation/run-async/
was forwarded upstream while the billing dispatch only recognises the exact
path and would have logged the submit at $0 without starting the poller.
Any path with a trailing or doubled slash now returns 403 before forwarding.
---------
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
Adds /azure_speech/{endpoint:path}, an authenticated pass-through for the Azure AI Speech REST APIs: short-audio recognition on <region>.stt.speech.microsoft.com and batch transcription on <region>.api.cognitive.microsoft.com. The proxy resolves the subscription key through PassthroughEndpointRouter (AZURE_SPEECH_API_KEY or an Admin UI credential), picks the host from AZURE_SPEECH_REGION or AZURE_SPEECH_API_BASE, injects Ocp-Apim-Subscription-Key, strips the caller's Authorization and subscription-key headers, forwards the raw audio body byte for byte, and records a zero-cost SpendLogs row tagged azure_speech since the price map has no Azure Speech STT entry
Resolves LIT-7939
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(gateway): route /a2a through the gateway component
A2A message-send runs the completion bridge, an outbound LLM call, but the
ingress only listed /v1/a2a so the serving routes at /a2a/{agent_id} fell to
the backend catch-all. Backend pods hold no provider credentials, so every
invocation died with a missing-provider-key auth error while the same call
succeeds on the gateway fleet. Adds /a2a to the ingress gateway prefixes and
the gateway route allowlist, plus a parity test so an ingress prefix that the
gateway trims can never reappear
* revert(test): drop the allowlist parity tests
---------
Co-authored-by: yuneng-jiang <yuneng@berri.ai>
Split the monolithic LiteLLM proxy into independently scalable Kubernetes components to allow separate horizontal scaling of the LLM data plane and management API surfaces
- Add DatabaseURLSettings pydantic-settings model that assembles DATABASE_URL (and optional DATABASE_URL_READ_REPLICA) from discrete DATABASE_* env vars before Prisma initializes, supporting both IAM token auth (minting short-lived RDS tokens) and password auth; replaces the CLI-only path that componentized entrypoints bypass
- Add gateway component (port 4000) that trims the proxy route table to the LLM data-plane surface (chat, embeddings, completions, audio, realtime, provider passthroughs, health/metrics) via an allowlist applied inside the lifespan context so plugin-registered routes are captured
- Add backend component (port 4001) that exposes the management/admin surface (keys, users, teams, orgs, spend analytics, model management, SSO, audit logs) with a complementary allowlist
- Add ui component — Next.js static export served by nginx (port 3000) with RSC payload routing, asset prefix aliasing, and SPA fallback for dashboard routes
- Add migrations component with dedicated Dockerfile that runs prisma migrate deploy via a Helm pre-install/pre-upgrade Job, eliminating per-pod schema contention on the Prisma advisory lock
- Add Helm chart (helm/litellm) with separate Deployments, Services, HPAs, and ConfigMap for each component; shared _helpers.tpl emits DATABASE_*, IAM_TOKEN_DB_AUTH, REDIS_*, and DISABLE_SCHEMA_UPDATE env vars from chart values; ingress template routes traffic to the correct component by path prefix
- Add comprehensive tests for DatabaseURLSettings covering IAM auth, password auth, read replica fallbacks, operator-pinned URL preservation, and percent-encoding; add coverage test asserting gateway + backend allowlist union equals the full proxy route set
- Add pydantic-settings>=2.14.1 as a proxy extra dependency and update liccheck allowlist
Co-authored-by: Yassin Kortam <yassinkortam@g.ucla.edu>
