* test(responses): audit #47363
Adds integration cells for the input token count paths #47363 changed: the provider id of a managed file and the 403 for another team's file on OpenAI, file_search and additional_tools parity plus cache-mark stripping and untranslatable tools on Claude, and the Bedrock runtime count leaving out the options it refuses.
* fix(count-tokens): reject a lone tool with no chat equivalent before the Claude count call
A Claude input token count whose only tool was mcp or computer_use_preview skipped the pre-call check and went to the provider, so the caller got the provider error instead of the 400 naming the tool. The check now runs whenever a tool would get a placeholder name.
* fix(responses): count a lone Anthropic toolset and name the uncountable tool
The lone-tool 400 now fires only for OpenAI Responses built-in tool types, so a nameless Anthropic toolset still counts. The error says LiteLLM cannot count that tool type for the model. Adds a Bedrock unit cell for the lone-tool 400 and pins the runtime wire test's tool shape per request type.
* fix(responses): take the uncountable tool types from the OpenAI SDK and keep the region hint off LiteLLM's 400
The Responses built-in tool types now come from openai's ToolParam union, so a type the SDK adds is refused before the count call too. The AWS region hint no longer lands on an error LiteLLM raised before calling the provider. Tests cover two more lone types and the hint.
* fix(responses): keep LiteLLM's own list of uncountable tool types and pass a non-string tool type through
* fix(responses): count tool_search and namespace tools the way Claude chat inference sends them
The count refused a lone tool_search with LiteLLM's 400 and sent a lone
namespace raw or squashed it into an empty tool, while Claude chat
inference maps tool_search to Anthropic's tool search tool and unpacks
a namespace into its function tools. Both now go through the
deployment's own map_openai_params, so the count sends what inference
sends, and tool_search leaves the list of uncountable types.
* fix(bedrock): count a Claude request with its deployment's own chat translation
Bedrock invoke and Mantle inference turn a chat tool_search tool into Bedrock's
tool search tool, but the Bedrock counter always translated with the Anthropic
config, so the count answered 400 for a request inference serves.
---------
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
* fix(count_tokens): keep the framed estimate when a region-less token_count_model cannot count (audit #47441)
* fix(count_tokens): let framing stand in for a shipped token_count_model, keep a configured one's error
The framed local estimate now replaces a 400/404 from any count model the cost map ships, Mantle-pinned rows included, and an admin-set token_count_model keeps its error as the docs say.
* fix(count_tokens): warn with the region when framing stands in for a pinned count model
Test a Mantle row #47441 pinned in its own region, and keep the region hint check on an admin-set count model.
* fix(count_tokens): name the deployment in the framing stand-in warning
* fix(count_tokens): let framing stand in when a cost map count model's region denies the account
A count model the cost map pins to a region can answer 401 or 403 when the
account has not enabled that region or lacks Mantle count access there. With
framing set, the estimate now stands in, as it does for 400 and 404. An admin
set count model and a count model with no pinned region keep the error.
The warning now names the model group, the count model and its region, and
says the proxy falls back to the estimate.
* test(count_tokens): cover framed 401 and 403 from a shipped count model region on the wire
---------
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
* fix(mistral): replay assistant reasoning as a Mistral thinking chunk
When a client sends back an earlier Mistral assistant turn, its reasoning
(reasoning_content, thinking_blocks, or Mistral's own thinking chunk in
content) now reaches Mistral as a ThinkChunk inside content. The top-level
LiteLLM fields stay stripped because Mistral rejects them with 422.
* fix(mistral): replay reasoning only to Mistral models that accept it
Mistral answers 400 to a thinking chunk on models without reasoning support,
so a mid-chat model switch, a fallback, or Vertex AI Mistral broke once the
replay was added. Gate the replay on the same check reasoning_effort uses and
keep dropping the reasoning for the other models, as before.
* fix(mistral): drop native thinking chunks for models without reasoning and mark the devstral, code agent, small and leanstral aliases as reasoning
* fix(mistral): keep the leanstral rows as on main, since their reasoning support cannot be checked live
* fix(mistral): send only the text items of a native thinking chunk, so a reference or image item no longer gets Mistral's 422
* fix(mistral): keep closed false only on the last chunk of a final prefix turn, so an earlier turn no longer gets Mistral's 400
* fix(mistral): drop closed false when merged text follows the thinking chunk, so a prefix turn with text first no longer gets Mistral's 400
---------
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
* fix(baseten): price the two decision models at their published input rates
* chore: retrigger CI
---------
Co-authored-by: devin-ai-integration[bot] <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* feat(proxy): log one line per token count call
Each count call on /v1/messages/count_tokens, /utils/token_counter, /v1/responses/input_tokens and the Gemini countTokens routes now logs one INFO line with the litellm call id, the requested model, the model the count ran against, the count, the count source and the status code, so it joins the inference call that sends the same x-litellm-call-id
* test(google_endpoints): give the count test's fake request a headers list
* fix(proxy): keep token count log lines one per call and trusted in JSON logs, and log Bedrock native counts
Quote log values that carry whitespace, quotes, equals, or control characters so a model name can't split or forge a line. Let JsonFormatter record extras win over a dict parsed from the message. Log the Bedrock native count-tokens route through the same line.
* fix(proxy): escape braces in token count log values, log the Bedrock model AWS counts, and skip the line when there is nothing to count
* fix(proxy): log the deployment id the count routed to on every token count line
* fix(proxy): log count requests rejected before counting with the status they answer
A count route that rejects a request before the shared count function runs now logs the same token count line with its 400. An unsupported content block on the Messages count route becomes its 400 inside the logged wrapper, so its line says 400 instead of 500. A count that ends in a BaseException other than cancellation logs a 500.
* fix(proxy): compute the Bedrock counted model id only after a successful count
* revert(logging): keep the JSON log formatter's field order as on main
The count line already escapes braces in its values, so the formatter never parses a dict from it. Changing the order for every logger is a separate decision.
mistral/mistral-large-4 and mistral/mistral-large-4-0 still carried the launch sale price (input 6.8e-07, cache read 6.8e-08, output 2.09e-06). Mistral's model card and pricing page now list only the list price (input 1.36e-06, cached input 1.4e-07, output 4.18e-06), so every call was billed at about half its real cost. The test derives expected cost from the row's own prices instead of pinning Mistral's numbers.
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
* fix(chatgpt): derive Responses session id from prompt_cache_key
ChatGPT partitions the Codex prompt cache by the Responses session-id
header (the Codex CLI sends a stable per-conversation key derived from
prompt_cache_key). The provider only consulted explicit session ids
and otherwise stamped a per-request uuid4, so no turn ever reused the
prompt cache -- 0% cache hits on repeat turns, an order-of-magnitude
quota/cost multiplier on subscription accounts.
Resolution order after this change:
explicit session config (session_id / litellm_session_id /
metadata.session_id) > prompt_cache_key (sanitized with
_safe_header_value) > litellm-internal ids > uuid4.
Two guards, mirroring get_fireworks_session_id:
- proxy-generated session ids (missing_session_id: "generate") are
per-request and are skipped, checked in both "metadata" and
"litellm_metadata" (LITELLM_METADATA_ROUTES, responses included)
- internal per-request ids (litellm_trace_id / litellm_call_id) lose
to a stable conversation key
Supersedes the body-key forwarding of #37630: a random session header
overrides the body key on the provider side, so the header must carry
the caller's key. Related: #29978, #29993.
Verified against a real ChatGPT Codex account: stable session id ->
97-100% cached on repeat turns; random per-request -> 0%.
* style: ruff format
* fix(chatgpt): address review - hash unsafe cache keys, move tests, drop comments
- hash prompt_cache_keys containing header-unsafe chars instead of
mapping them through _safe_header_value, whose replacement char could
collapse distinct keys onto one cache shard and serialize unrelated
requests (greptile review)
- strip the explanatory comment blocks per AGENTS.md comment policy
- move the tests into the existing mapped responses transformation test
file per AGENTS.md test-placement rule
* fix(chatgpt): keep session typing and test diff scoped
* fix(chatgpt): hash surrogate cache keys, type session params, flatten tests
* test(chatgpt): record upstream requests with a mock instead of appending to a list
* fix(chatgpt): keep proxy-mapped session headers ahead of body session_id and ignore non-string cache keys
* fix(chatgpt): hash cache keys with leading or trailing whitespace so the session header stays valid
* test(chatgpt): type the session id test parameters
* fix(chatgpt): keep trace ids copied into litellm_session_id from outranking prompt_cache_key
* fix(chatgpt): mark session ids copied from trace_id so explicit ones keep precedence
* fix(chatgpt): keep the trace-id session marker out of provider params
The marker now uses the _litellm_ internal prefix, so bridges that pass litellm_params back into completion() drop it instead of sending it as a provider param
---------
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
* test(images): cover SDK retry budgets and router ownership
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(images): forward max_retries to the OpenAI image generation client
Per-call, deployment and default_litellm_params max_retries were filtered
out before reaching the OpenAI-compatible image handler, which then always
used 2 SDK retries. Forward the caller's value, and pin it to 0 for routed
calls so the Router stays the only retry owner, matching completion()
Co-authored-by: Ericz <yonglzh@gmail.com>
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(images): read image max_retries through a typed kwargs view
Co-authored-by: Ericz <yonglzh@gmail.com>
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(images): assert the public invalid retry error mapping
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(images): preserve the invalid retry status code
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(images): group the proxy test imports
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(images): discard proxy retry test routers
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>
Co-authored-by: Ericz <yonglzh@gmail.com>
* test(ui): cover Responses API reasoning events in the playground
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(ui): show reasoning for current Responses API reasoning events
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>
* test(huggingface): cover TEI rerank truncate passthrough and server default
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(huggingface): stop forcing truncate=false on TEI rerank and pass truncate params through
Co-authored-by: Luke Schaefer <225965040+luke-e-schaefer@users.noreply.github.com>
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(huggingface): keep TEI truncate options provider-specific
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(huggingface): use MockTransport for rerank truncation
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>
Co-authored-by: Luke Schaefer <225965040+luke-e-schaefer@users.noreply.github.com>
* feat(rust): one typed decline from core up to each host
Rust core says it cannot serve a request with one Decline that travels
unchanged through llms and inference up to the host. The Python bridge
raises RustBridgeDeclined for it in route_failure before the public
exception mapping, so dispatch falls back to legacy Python instead of
failing the call, and the gateway answers 501. Every route collapses
errors after the send with Error::after_send, which keeps a provider
answer and a response fault as they are and nests anything else as the
source of an invalid response, so a billed call can never read as a
decline. Response-side cases that used to decline are now
ErrorDetail::Unhandled response faults.
The rust-error skill documents declined() as the first question both
boundaries ask, and the Python suites pin that a native decline reaches
the dispatcher before any provider IO.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* fix(rust): keep post-provider hook failures terminal
---------
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* build(rust): upgrade reqwest to 0.13 and move MCP out of litellm-http
The workspace moves to reqwest 0.13, so litellm-http no longer carries a
second reqwest just for rmcp. The mcp feature, its pool and its proxy
conversion go away, and the gateway hands rmcp a pooled NoRedirect client
that already carries the TLS, proxy and timeout settings
The Client test helpers collapse into for_test, a no-redirect client
without TLS or proxy settings, and wrap_for_test for the few tests that
need a hand-built reqwest client
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* fix(http): honor transport settings for Rust WebSockets
The Responses WebSocket connected through tokio-tungstenite with its own
native-roots TLS, so it ignored the configured CA bundle, verify flag,
client certificate, proxies and timeouts. The handshake now goes through
a pooled reqwest client (ClientVariant::WebSocket, HTTP/1.1, no
redirects) and upgrades the response, so it shares the settings every
other outbound request uses
The upgrade response is checked for the Sec-WebSocket-Accept key, the
Upgrade and Connection headers and a subprotocol that was offered
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* refactor(http): build outbound requests as reqwest::Request
OutboundRequest was a hand-rolled copy of reqwest::Request. Routes now build
a reqwest::Request directly and RequestSigner reads the body bytes back out
of it, so the signer still covers exactly what is sent. SigV4 signing moves
onto HeaderMap and takes the method, which drops the BTreeMap plumbing and
the header casing table
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* refactor(http): make litellm_http::Error the one opaque error
transport::Error and media::Error fold into litellm_http::Error, an
Arc<Repr> newtype whose private variants keep the typed reqwest, io,
rustls and tungstenite causes and own every message. Callers can no
longer build an error with a message of their own. They ask through
dispatched, is_request, status, upstream_response and tls_source
One From<reqwest::Error> now classifies connect, network and timeout
and strips the URL. The WebSocket handshake reports each failed check
as its own variant and owns its connect timeout. OCR drops the media
variants it mirrored, and inference::Error maps a header the signer
computes to Unsupported for every route, not only chat
The error rules move out of AGENTS.md into the rust-error skill, which
also records the decisions behind this design
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* docs(rust): split rust-error skill into thin SKILL.md with references
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* refactor(rust-error): render causes once and ask predicates at the boundaries
The four WebSocket handshake variants collapse into Handshake(HandshakeFault), and media download failures no longer answer dispatched() since they happen before the provider call
ErrorDetail in llms and auth-types, the inference error and the OCR error now store their cause in a field named cause with no #[source], so to_string() carries it exactly once and source() is None. Tests that walked the chain now destructure the variant and downcast the cause
The gateway asks is_unsupported() and is_missing_credential() on the inference and OCR errors instead of matching through nested enums, and litellm_auth::Error answers is_missing_credential() for both
The rust-error skill gains axum and pyo3 references, boundaries.md describes the real predicate order and the known divergences, the testing example asserts dispatched() correctly, and shape, classification, conversions, messages-and-causes and recipes agree with the code again
* docs(rust): focus the rust-error gateway page on the error flow and add a rust-gateway skill
The former axum page toured gateway-inference: its status match, the envelope
table, an extractor, the unsupported route and the Sse closure. Those details
belong to the gateway crates and go stale with them. The page is now gateway.md
and follows an error from the provider failure through each From into
IntoResponse, where it is classified once and rendered by surface and framing.
The gateway-structure material moves to a new rust-gateway skill: envelopes per
API surface, extractors and path registration, SSE relay, and the router test
harness.
* test(inference): pin provider URL redaction on every route's transport error
Chat, Messages, Responses and transcription each get a route-level test that
fails if a reqwest error reaches the caller with its URL. The Messages stream
decoder also takes body errors through litellm_http::Error like every other
reqwest error
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* docs(rust-error): adopt std source chains and add litellm-error Report
Messages describe their own layer and the cause is the source, boundaries
render the chain once with litellm_error::Report. Corrects skill claims
the audit found stale against the code.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* refactor(rust-error): keep causes as sources across http, auth, secrets, cache and utility crates
Messages describe their own layer and every cause is a typed source,
predicates match exhaustively, and boundaries render with
litellm_error::Report. Media downloads no longer count as dispatched,
Error::upstream bounds the provider body itself, and a forwarded
header SigV4 cannot sign is the caller's fault.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* refactor(rust-error): keep causes as sources in llms and the gateway crates
ErrorDetail loses its string variant, OCR provider variants become data,
host faults stop counting as the caller's, a tunnelled transport error
classifies the same on every stream path, and each gateway crate has one
Error with one status() and extractors that reject in its envelope.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* refactor(rust-error): nest llms errors in inference and ask predicates in route tests
litellm_inference::Error nests litellm_llms::Error instead of mirroring
its variants, host driver faults get their own variant, every predicate
matches exhaustively, and route tests ask predicates instead of matching
transport variants.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* refactor(rust-error): map bridge and gateway-inference errors once and render them with Report
RustUpstreamError has one constructor that always sets headers, argument
checks raise typed errors mapped once, OCR asks upstream_response(), the
Responses stream error event comes from the error type, gateway-inference
loses its string variants, and auth faults classify through one
litellm_auth predicate on every route.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* fix(rust-error): carry OCR provider headers as a HeaderMap and keep outages off the caller
The OCR provider error and get_error_class take reqwest's HeaderMap, the
bridge turns it into Python's (name, value) pairs once. Credential
acquisition and provider SDK failures are no longer the caller's fault,
the UI hides auth and backend causes, and chat keeps a provider answer
as is.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* docs(rust-error): correct skill claims against the aligned code
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* refactor(rust-error): fix the remaining sweep findings in gateway, llms, auth and cache crates
Auth rejections hide their backend cause on every inference renderer,
path parameters reject in the surface envelope, Textract's unsupported
document and Azure DI's unparseable poll URL get typed variants, the
credential chain exposes its last failure as the source, gateway-mcp
asks predicates over rmcp errors, and the S3 and Azure blob transports
classify through litellm_http::Error.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* refactor(rust-error): fix the remaining sweep findings on the Python side
host-python keeps a native error's chain and returns blocking-pool
cancellation instead of panicking, Vault transport failures convert
through litellm_http::Error so no URL reaches Python, the bridge asks
predicates instead of matching three levels into Vault errors, and the
last string-built PyErrs become typed errors mapped once.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* build(deps): refresh compatible dependencies flagged by OSV
* refactor(rust): remove redundant client construction comment
* test(rust): cover configured MCP proxy and CA bundle
* fix(http): preserve native WebSocket trust and optional protocols
* fix(http): allow plain WebSockets without native roots
* fix(http): normalize provider URLs before building outbound requests
* fix(rust): preserve OCR download status and reduce error size
* fix(rust): preserve upstream bodies and bound diagnostics only
* test(rust): preserve bridge serialization boundary in body regression
---------
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* refactor(http): build outbound requests as reqwest::Request
OutboundRequest was a hand-rolled copy of reqwest::Request. Routes now build
a reqwest::Request directly and RequestSigner reads the body bytes back out
of it, so the signer still covers exactly what is sent. SigV4 signing moves
onto HeaderMap and takes the method, which drops the BTreeMap plumbing and
the header casing table
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* fix(http): normalize provider URLs before building outbound requests
---------
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(proxy/auth): cover default budgets on cached virtual keys
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(proxy/auth): use in-memory cache in cached budget tests
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(proxy/auth): apply max_end_user_budget_id to end users without a row on cached keys
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(proxy/auth): share cached end-user parameter update
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>
* fix(http): honor transport settings for Rust WebSockets
The Responses WebSocket connected through tokio-tungstenite with its own
native-roots TLS, so it ignored the configured CA bundle, verify flag,
client certificate, proxies and timeouts. The handshake now goes through
a pooled reqwest client (ClientVariant::WebSocket, HTTP/1.1, no
redirects) and upgrades the response, so it shares the settings every
other outbound request uses
The upgrade response is checked for the Sec-WebSocket-Accept key, the
Upgrade and Connection headers and a subprotocol that was offered
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* fix(http): preserve native WebSocket trust and optional protocols
* fix(http): allow plain WebSockets without native roots
---------
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* build(rust): upgrade reqwest to 0.13 and move MCP out of litellm-http
The workspace moves to reqwest 0.13, so litellm-http no longer carries a
second reqwest just for rmcp. The mcp feature, its pool and its proxy
conversion go away, and the gateway hands rmcp a pooled NoRedirect client
that already carries the TLS, proxy and timeout settings
The Client test helpers collapse into for_test, a no-redirect client
without TLS or proxy settings, and wrap_for_test for the few tests that
need a hand-built reqwest client
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
* build(deps): refresh compatible dependencies flagged by OSV
* refactor(rust): remove redundant client construction comment
* test(rust): cover configured MCP proxy and CA bundle
---------
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(scim): audit #47544
Add integration cells for the SCIM group delete that now runs through the team delete's bulk path: an admin group delete revokes its members' admin key, a delete sent with the IdP's SCIM token revokes member keys and audits them under that token, a delete that times out on a locked member row changes nothing so a retry works, and two racing team deletes write one tombstone and one team audit row
* test(scim): read the racing team delete's audit rows after the proxy drains them
---------
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
Adds a real-proxy case where the MCP follow-up call fails on every router retry, checking that the one failure row bills the first call of every attempt on chat completions and /v1/responses
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
* test(proxy): audit #47352
* test(proxy): audit #47352 lazy load during a cold docs build
* test(proxy): route the overlapping chat cell to the rig upstream
* test(proxy): keep the root path cell from rewriting the packaged UI
* test(proxy): prove the lazy and chat cells overlap the cold docs build
* test(proxy): warm the chat path before the overlapping chat cell
---------
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
* feat(cli): keep the ChatGPT login with lite codex --subscription
`lite codex --subscription` points Codex at a `litellm_subscription` provider with requires_openai_auth on and no env_key, so Codex keeps its own ChatGPT login and the LiteLLM key is sent only in the x-litellm-api-key header from LITELLM_PROXY_API_KEY. OPENAI_API_KEY is left exactly as the user had it, and the pre-launch key check sends the key the same way
`codex_subscription` is a new `lite config` key that turns the flag on by default, like `claude_subscription` does for `lite claude`. The Claude `--settings` overlay now applies to Claude Code only
* fix(cli): leave the Codex Stop hook out of subscription launches and load tomli on Python 3.10
* fix(cli): leave OPENAI_BASE_URL as the user had it with lite codex --subscription
* fix(cli): give lite codex --subscription its own Codex provider id
* test(cli): type the Codex config override helpers
* fix(cli): leave the Codex model list to Codex in subscription mode
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Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
* feat(proxy): per-provider and per-model rpm/tpm requirements for enforce_project_model_quota
* test(proxy): cover per-provider and per-model enforce_project_model_quota policies
* fix(proxy): keep enforce_project_model_quota reads typed
* fix(proxy): apply the quota policy to model add, follow router wildcard rules, keep old setting values
* fix(proxy): keep team model names off quota model entries, read the provider behind api_base, match patterns like the router
A team admin picks a team model's public name, so a name matching an exempt model entry no longer skips its provider's limits. A mapping with no policy key keeps requiring both limits as before, the project create permission check runs before the setting is read, and an unprefixed model behind a known OpenAI-compatible api_base resolves to that provider
* fix(proxy): re-check team projects on team model writes and validate quota provider ids
* fix(proxy): check added limits on model updates and match team models by the model they call
* fix(proxy): re-check team projects by every name a team model serves and check renamed names
* fix(proxy): follow the router's order for tied team patterns and annotate quota tests
* fix(proxy): match a team model's called model through JSON provider prefixes too
* fix(proxy): keep model updates that keep their route as on main
A PATCH or POST model update now checks only the limits its new route adds over the stored one, so removing or zeroing a limit on an unchanged route answers 200 again, under true and under a policy
* test(nvidia_riva): audit #41021
Adds an owned Riva ASR gRPC server and provider integration cells for the riva_offline request-body ban, the offline and streaming paths, the per-deployment caller opt-in, and the 413 and 408 error mappings
* test(nvidia_riva): check word timing requests and audio samples in the Riva double
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Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
* fix(streaming): exact-match the SSE [DONE] marker in BaseModelResponseIterator
* test(streaming): cover reasoning text and error frames that mention [DONE]
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Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
* refactor(fallback-generalizations): remove the legacy extends and mixed-rule shim
Main's remote cost map, the bundled backup, and the root map all ship the split
routing/capability rule format, so the shim for the old format is dead code. A rule
mixing litellm_provider with other model_info keys is now warned about and skipped.
* test(fallback-generalizations): fail when a shipped cost map rule would be skipped at install
* test(fallback-generalizations): cover ignored extends and annotate the shipped-rules test
* fix(fallback-generalizations): warn about old-format rules with a pointer to a current cost map and skip extends rules
* fix(fallback-generalizations): tell local cost map users to replace the bundled backup in the old-format warning
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Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
* test(router): cover silent_model shadow fan-out and streaming end to end
Proxy cells check that each silent_model target gets one request in the
caller's stream mode, that the caller sees only the primary, and that every
shadow lands its own spend row under its own model group. SDK cells check the
sync Router.completion thread path streams each shadow and fires its success
callback.
* test(router): flatten the spend row lookup with itertools.chain
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Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
* test(proxy): audit #47358
Add integration cells for pass-through bodies and settings-endpoint mappings across workers
* test(proxy): wait for every worker to hold the saved mapping before probing
* test(proxy): compare passthrough bodies to the client body and probe each worker on its own connection
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Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
Pin the queue route contracts #47498 changed: the priority header on streamed answers, the 400 for a request with no priority to queue at, a provider bad request keeping its own status, and a deployment-id request served ahead of the queue
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
* fix(router): avoid assistant prefill in Responses fallbacks
* fix(router): keep prefill for Claude fallbacks that take it and skip constrained continuations
A Responses fallback to a Claude model that takes assistant prefill now gets
the partial response as prefill again, so it continues mid-word without the
prompt-shape drift. Every other fallback keeps the request to continue.
A stream cut after text no longer continues when the request constrains its
output (a json_schema or json_object text format, or a forced tool_choice),
since a continued JSON document or tool call would not parse. The client gets
the primary's error, as on the chat path.
The fallback's re-sent leading space at the seam is dropped, and the prefill
shaping runs per deployment after the encrypted reasoning strip, so stripped
reasoning is never replayed.
* fix(router): guard SDK text_format, narrow forced tool_choice, read Claude base_model, and cap Responses continuation output
Cut Responses streams that asked for structured output through the SDK's text_format now surface the primary's
error instead of stitching two models' JSON. Only a required or named tool_choice counts as forced, so allowed_tools
in auto mode and hosted tool choices still continue. A Claude deployment named only through base_model keeps its
prefill continuation, and the continuation's max_output_tokens is lowered by what the cut stream already emitted.
* fix(router): quote the partial's ending in the continue request and surface the primary's error after a cut tool call
* fix(router): stop Responses fallbacks from continuing content-filter cuts and client-run tool calls
A content filter that cuts a /v1/responses stream mid-answer now returns its error, as on chat, instead of letting a content_policy_fallbacks backup finish the filtered text. Shell, apply_patch, computer, local_shell, and MCP approval items count as a started tool call. Chat continuation goes back to treating any tool_choice object as constraining, as on main
* fix(responses): count a stream of tool arguments as a started tool call
* fix(router): let Responses fallbacks continue under allowed_tools auto and after server-run tool calls
A Responses tool_choice of allowed_tools in auto mode no longer blocks the continuation, since the model may still answer in text. Hosted MCP calls and the bridge's server-run tool search no longer count as a started client tool call.
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Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
Covers the json_schema envelope edge cases #47478 fixed on the Anthropic json tool path: a key listed only in
`required`, a tool-named wrapper on a stream, non-ASCII and lone-surrogate answers, a stream cut before the tool
block closes (proxy and sync SDK, Anthropic and Bedrock Invoke), and a string `output_format` with and without
`drop_params` on Anthropic and Vertex chat and /v1/messages. The scripted Anthropic peer now refuses a non-object
`output_format` the way Anthropic does
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
* fix(anthropic): let drop_params drop speed on claude-opus-4-7 after Anthropic removed its fast mode
* test(anthropic): cite the Claude Code fast-mode page for the Opus 4.7 removal date
* test(anthropic): cover the drop_params speed drop for claude-opus-4-7
* test(anthropic): type the model parameter of the speed drop test
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Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
* test(anthropic, bedrock): audit #47489 thinking replay across Claude routes and Bedrock Converse
* test(bedrock): compare the whole replayed Converse turn in the merged-message and cache point cells
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Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
