* fix(caching): count tool_call cache_control marks in the injection census
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(caching): remove cache census casts
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(caching): only skip injection on message or content marks
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(caching): skip injection on messages whose tool calls carry marks
Reverts 9f08d8aef8. A default 5m mark injected on assistant text lands
before the client's 1h tool_use mark, which Anthropic rejects with a 400
because a 1h breakpoint must not follow a 5m one. Keeping the full census
in the skip check leaves the client's tool_call breakpoint as the only
one on that message.
* fix(caching): count every client tool_call cache mark in the breakpoint census
The census gated tool_call marks on type function and dict shape, so a client mark on a call without a type or with a string cache_control slipped past the count and injection overflowed the 4 breakpoint cap. Count any non-None tool_call mark, keep the server tool exclusion, and add integration cells for the capped surfaces, the yaml stand-down, Bedrock and Gemini, and router affinity
* test(integration): hold the upstream so the worker kill lands mid-burst
* refactor(caching): reuse the transform's server tool lookup in the breakpoint census
The census now calls the same helper the Anthropic transform uses to decide
whether a marked tool call becomes a server tool block, so the two cannot
drift apart. The owned-proxy burst test waits up to 90 seconds for the burst
to reach the wire before it kills a worker
* refactor(anthropic): move the server tool rebuild check under llms/anthropic
* test(integration): audit the tool call mark census across chat, messages, responses, and chaos
Adds the /audit cells for the breakpoint census on assistant tool_calls marks: the
Responses stream bridge, the OpenAI and Anthropic SDK clients, in-process Pydantic
messages, response cache twins, request-level points, a provider 401 on a capped request,
malformed provider_specific_fields and tool_call ids, null or empty points, a points
update mid-burst, a proxy restart mid-burst, and a worker SIGKILL that picks the worker
holding the burst's upstream connections
* test(integration): close the SDK clients the cache census cells open
---------
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>
* fix(vertex_ai): forward system and tools to partner model count_tokens
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(vertex_ai): avoid mutable token request construction
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(vertex_ai): return partner count_tokens provider errors as values so the proxy falls back locally
* test(integration): cover Vertex AI partner count_tokens forwarding and local fallbacks
Add wire-level cells for /v1/messages/count_tokens, /utils/token_counter,
/v1/responses/input_tokens and the Gemini countTokens route on a Vertex AI
Claude deployment: the system prompt and tools reach the partner
count-tokens endpoint verbatim, null fields stay out of the body, malformed
tools are rejected before any peer call, peer, token-endpoint and connection
failures fall back to the local tokenizer unless disable_token_counter is
set, generation on the same deployment keeps working, and concurrent bursts
survive a peer outage, a slow peer and a worker SIGKILL. The sdk cells cover
litellm.acount_tokens the same way.
The _support/process.py and _support/client.py harness files are brought to
main's content so the self-booting cells read INTEGRATION_PROXY_READY_SECONDS
instead of a fixed 70 s boot budget.
---------
Co-authored-by: jesus <jesus@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>
* fix(bedrock_mantle): route Claude chat completions to the native Messages endpoint
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(bedrock_mantle): price Claude chat on the Mantle row and route region-prefixed ids
A Mantle request always carries a region, so a Claude id with no bedrock_mantle/<region>/ row fell through the model-info lookup to the bare Bedrock row, which the bedrock provider family also matches, and billed about 10 percent under the Mantle price. The lookup now tries the provider's region-free row before the bare model. The Claude route test asserts the Mantle row, a region-prefixed Claude id is covered end to end, and the provider config map references the Mantle config directly.
* test(bedrock_mantle): cover supported params for Claude and open-weight Mantle ids
* test(bedrock_mantle): audit the Claude chat bridge on the integration rig
Adds the deterministic cells from the /audit of the Mantle Claude chat
bridge: wire-level translation on every chat, responses, and messages
route, SigV4 and bearer auth, region prefixes, api_base suffixes,
unsupported params with and without drop_params, malformed model ids,
upstream errors, the response-cache hit, the health check, pricing from
the Mantle row for Claude and non-Claude ids with a bare Bedrock twin,
and chaos cells for a mixed burst, an upstream outage, slow streams,
and a worker kill on an owned two-worker proxy
---------
Co-authored-by: jesus <jesus@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>
* fix(bedrock): propagate timeout to streaming requests
* test(bedrock): prove streaming fails at the request timeout against a slow upstream
* test(bedrock): simulate the slow upstream in process instead of over a local socket
* test(bedrock): audit the Converse and Invoke stream timeout on the proxy
Two integration files drive the per-request timeout on Bedrock streams
through the real proxy against an owned wire peer: the wire file covers
every surface (chat, messages, responses, invoke, pass-through), the
sad, edge and precedence rows, and the chaos file covers bursts, a
dropping upstream, a killed worker and a proxy stopped mid-burst.
The wire peer gains Reply.drop_connection so a cell can close the
socket before any response, and the harness's graceful stop grace is
now INTEGRATION_PROXY_STOP_SECONDS (default unchanged at 30), since a
two-worker supervisor's interpreter finalization takes longer than that
on a loaded box.
* test(bedrock): pin the fallback audit cell to one proxy worker
The fallback cell created both deployments through /model/new on one
worker and sent the chat request to the other, whose registry
read-through loads only the requested model, so the fallback target
was unknown there until the periodic DB poll. The cell now warms the
fallback model and sends the request over one keep-alive client, so
one TCP connection stays with one uvicorn worker, and it expects the
fallback upstream to see both requests.
---------
Co-authored-by: Sainyam Kapoor <hello@sainyam.me>
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
* fix(bedrock): stop emitting Converse cachePoint blocks for Kimi K3
Bedrock prices Kimi K3 cache reads through implicit caching but Converse
rejects the explicit cachePoint marker ("This model doesn't support the
cachePoint field"), so any cache_control on the request answered 400.
Mark the three K3 rows supports_prompt_cache_breakpoint: false and have
bedrock_model_accepts_cache_points honor that flag before falling back to
supports_prompt_caching, keeping cached-token pricing intact.
* test(bedrock): assert cache points per request section
* fix(bedrock): honor a deployment's cache breakpoint flag for unmapped models
* fix(bedrock): read a converse-routed deployment's cache breakpoint flag
* refactor(bedrock): look up cache breakpoint flags by key
* test(bedrock): add the Kimi K3 cache point wire audit
---------
Co-authored-by: mateo-berri <277851410+mateo-berri@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>
* revert(responses): revert "fix(responses): keep gpt-5.4/5.5 tool calls on chat and merge bridged tool calls into one choice" (#44295)
This reverts commit ca1994e403.
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(responses): merge bridged tool calls into the same choice as the text
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>
* fix(proxy): return 400 instead of 500 for missing required params and invalid pagination
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* ci: run search_endpoints tests in proxy-endpoints shard
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(proxy): return 4xx for missing required params across all LLM routes and propagate provider status on lookups
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(llm_http_handler): keep provider error text when re-raising mapped errors
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(proxy): allow promptless image edits and default search models
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(proxy): default missing image edit image to None
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* refactor(proxy): build image edit defaults without mutating request data
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(proxy): keep image edit defaults within type-discipline budget and give request mocks a scope
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(proxy): inject a fake router for the search default model test
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(llms): cover provider error status on vector store and file lookup handlers
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(llms): keep the lookup handler raise block to a single statement
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(llms): cover provider error status on eval, eval run, skill and vector store file content lookups
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): cover missing required body params and provider lookup status codes
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* ci: run tests/unit/proxy/search_endpoints in the proxy-endpoints shard
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): bind spend-row request id with partial to satisfy B023
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(proxy): only reject non-positive page_size on vector store list
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(proxy): remove unreachable fine-tuning body validation
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): cover streaming anthropic messages reaching the upstream
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): count only provider calls when asserting missing params never reach the upstream
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(proxy): preserve merge-base request compatibility
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(proxy): preserve interaction completion model defaults
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(proxy): retry model read-through before rejecting params a DB-only deployment may default
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
---------
Co-authored-by: shivam <shivam@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: yucheng <yucheng@berri.ai>
* feat(bedrock): send grok chat completions through runtime openai path
Unspecified bedrock grok was rewritten to Converse. Chat completions now hit bedrock-runtime /openai/v1/chat/completions, and converse/ still uses Converse
* feat(bedrock): serve gpt-oss and gpt-5.6 chat completions on runtime's native openai path
* fix(bedrock): route gpt-oss response_format to Converse and decide the route once from the raw request
* fix(bedrock): serve region-path and GovCloud gpt-oss ids on native Chat Completions
The cost-map parity tests require every regional variant of a flagged id to carry the same supports_ flags, so the six us-gov gpt-oss entries now carry the native-route flags too. A region path in the model name (bedrock/us-gov-west-1/openai.gpt-oss-20b-1:0) is routing, not a different model: the route is looked up on the id after the path, the path's region picks the endpoint and the SigV4 scope, an explicit aws_region_name still wins, and the body carries the bare id AWS expects
* fix(bedrock): keep params AWS refuses natively off the chat completions route
Drop the params each family 400s or 503s on runtime Chat Completions from the native config's supported list (GPT-5.6 penalties, stop, and logprobs, Grok penalties, gpt-oss logit_bias) so drop_params drops them as Converse did, gate legacy functions on GPT-5.6 the same way as tools, and send an Anthropic-style thinking block to Converse, the only route that forwards it
* fix(bedrock): keep schema-less json_object on Converse for the chat completions models
* fix(bedrock): keep every json_object response_format on Converse for the chat completions models
* fix(rust): declare the bedrock runtime chat completions flags on ModelInfo
* fix(bedrock): opt into the native chat completions route through supported_endpoints
* docs(cost-map): describe the bedrock native chat completions capability flags
* revert: docs(cost-map): describe the bedrock native chat completions capability flags
This reverts commit 4101c0ceb2.
cost-map-guard runs main's schema generator under pull_request_target and compares
its output to the PR's committed schema, so a PR that changes the generator's output
cannot pass that required check until the generator change lands on main first. The
descriptions move to a follow-up that lands the generator change ahead of the schema
* test(bedrock): move the native chat completions tests under tests/unit
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(bedrock): drop reasoning_effort none for grok on the native chat completions route
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(bedrock): keep converse extension params on the converse route
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(bedrock): inline http image urls and keep stop on converse for native chat completions
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* refactor(bedrock): share the sync remote media inliner
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(image-handling): infer the image mime type when the server sends a generic content type
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(bedrock): stop sending aws_bedrock_project_id as OpenAI-Project on the runtime chat completions route
* feat(bedrock): make native chat completions an opt-in bedrock/chat_completions/ route
Bare Bedrock OpenAI and Grok model ids stay on Converse as on main. The
bedrock/chat_completions/<model> prefix opts a deployment into bedrock-runtime's
/openai/v1/chat/completions, and a request carrying a Converse-only param
still falls back to Converse. The cost map no longer decides the route.
* fix(bedrock): keep chat_completions/-prefixed deployments on the native Responses surface
* fix(bedrock): keep provider response headers on the runtime chat completions route
* feat(bedrock): serve gpt-5.6 and newer on runtime chat completions by default
Unprefixed bedrock/<gpt-5.6+> models whose cost-map row lists /v1/chat/completions
now route to the native OpenAI-compatible endpoint; converse/ pins Converse and
chat_completions/ still opts gpt-oss and Grok in. Guardrails, application inference
profile ARNs, and tools with reasoning keep falling back to Converse per request.
Hoist the remote-media url comprehension into a single-clause helper.
* fix(bedrock): refuse temperature and top_p natively on GPT 5.6 and newer like Converse does
AWS answers temperature and top_p with a 400 on the native Chat Completions endpoint for the GPT 5.6+ models, the same models whose Converse route already dropped both under drop_params via supports_sampling_params: false. The native config now honors that price-map flag, the gpt-6 and gpt-6.1 rows carry it, and the gpt-6 family joins gpt-5 in refusing frequency_penalty, presence_penalty, logprobs, and top_logprobs before the request reaches AWS.
* fix(bedrock): refuse GPT sampling and logprob params natively only while reasoning is on
On bedrock-runtime's native chat completions endpoint, GPT-5.x and GPT-6.x
accept temperature, top_p, frequency_penalty, presence_penalty, logprobs,
and top_logprobs once reasoning_effort is "none", and refuse them with any
other effort or when the effort is unset. The previous commit refused the
sampling params unconditionally from the cost map's supports_sampling_params
flag, which lost the reasoning-off case and never covered the penalties or
logprobs. The refusal now keys on the model being a GPT id and reasoning
being active, raises a 400 UnsupportedParamsError naming the params unless
drop_params drops them, and lets everything through under "none". Grok and
gpt-oss keep their unconditional family refusals.
* refactor(bedrock): keep the Converse route-prefix strip inside the bedrock llms module
* fix(bedrock): forward a non-string reasoning_effort on the native route instead of crashing
A list or dict reasoning_effort hit a frozenset membership test in
without_refused_reasoning_effort and raised TypeError, which the proxy
surfaced as a 500 APIConnectionError with no upstream call. The value is
now left alone unless it is a string Bedrock's native endpoint refuses,
so AWS answers the malformed value with its own 400 like it does for an int
* fix(bedrock): route overlong GPT version digits to Converse and send native chat completions to the runtime endpoint
A model id with more than 4300 version digits raised ValueError in the route check; the digits are now bounded so such ids fall back to Converse. The native chat completions URL now follows Converse's precedence: aws_bedrock_runtime_endpoint (or AWS_BEDROCK_RUNTIME_ENDPOINT) wins over api_base, so a deployment that sets both keeps sending to the same host
* fix(bedrock): route model_id overrides to Converse and never send an empty bearer natively
A deployment whose litellm_params carry model_id (an application inference profile or provisioned throughput ARN) went to the native Chat Completions route with the base model in the URL and model_id left in the body. It now takes Converse like the bedrock/arn:... model form, which encodes the override into the request URL
A blank api_key on a SigV4 deployment became an Authorization header reading Bearer with nothing after it on the native route, since the OpenAI-like header builder writes any non-None key and the signer keeps a non-AWS4 Authorization header. validate_environment now resolves the key through bedrock_bearer_token, so a blank key is signed with SigV4 the way Converse signs it
* test(bedrock): audit the native GPT chat completions route on the integration rig
Adds the /audit cells for the runtime chat completions route: the scripted Bedrock runtime peer, the happy and fallback wire tests, the sad-path and regex worst-case tests, the chaos burst tests, the Messages adapter tests, and the Responses native-route tests. Tests only, no product diff.
* test(bedrock): harden the runtime chat completions audit cells
The chaos peer's shared counter and process now come from the same spawn context, since a fork-context Value handed to a spawn-context process raises on Linux. The peer-kill test waits for the first six answers to reach the client before killing the peer instead of counting accepted requests. The Responses wire tests look the spend row up under both the ciphertext id the caller received and the issued id behind it, matching the chaos file's rule for the pre-encryption row
* fix(bedrock): refuse or drop a non-string reasoning_effort before the native chat completions call
A reasoning_effort sent as an int, a list, or an object on a GPT 5.6+ deployment the native
route serves now answers 400 from litellm before any wire request, naming the type and the
drop_params way out, and is dropped under drop_params so AWS applies its default effort, the
way Converse dropped it on main. The tip since a0cef91f0b forwarded it for AWS to refuse
* test(bedrock): pin router retries off and give the chaos bursts config deployments on an owned proxy
* test(bedrock): wait for the replacement worker before tearing down the sigkill chaos proxy
---------
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: mateo <mateo@berri.ai>
* feat(bedrock): drop lookaround regex patterns from tool schemas for Converse models that reject them
* fix(bedrock): rename the lookaround flag to supports_regex_lookaround and keep dropped patternProperties names allowed
The cost-map flag becomes a generic supports_regex_lookaround capability, which the
cost-map schema admits as a supports_* boolean, and the Converse transform now owns
the drop decision instead of the shared tools factory. A patternProperties key dropped
from an object closed by additionalProperties: false leaves its value schema as that
object's additionalProperties, so the names it allowed stay allowed, on the OpenAI
non-Python-regex drop too. tool_with_sanitized_parameters also cleans Anthropic-shape
tools (input_schema).
* fix(router): keep a deployment's supports_regex_lookaround off the shared cost-map entry
A deployment's model_info.supports_regex_lookaround was written to the shared
bedrock/<model> cost-map key, so every sibling deployment of that model id
inherited one deployment's choice. The flag now stays under the deployment's
own id, which is what the Converse lookaround check reads first, and the
shared entry keeps the cost map's value
* test(bedrock): audit the Converse lookaround drop on the wire across endpoints, SDKs, flags and chaos
---------
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
* fix(responses): drop bridge-minted reasoning items from OpenAI replays
* fix(responses): send id-less stored reasoning items without a made-up id
The chat-to-Responses bridge gave a stored reasoning item with no id an rs_<n> id that OpenAI rejects (404 without encrypted content, 400 with it); an id-less item is accepted and verified by OpenAI itself. Decoding encrypted_content now keeps the verifiable thinking blocks of a mixed array instead of rejecting the whole array, and the verifiable-block rule lives in the shared module.
* test(integration): audit minted reasoning item replay across responses, chat bridge and messages
---------
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
* fix(anthropic): stop repeating streamed thinking text in the signature chunk
The Anthropic stream handler emitted, on the signature_delta, a thinking block carrying every thinking delta seen so far plus the signature, after it had already streamed that text as per-delta blocks. Every additive consumer (the Agents SDK, stream_chunk_builder, the Responses bridge) stored the text twice under one signature and replayed the doubled block on the next turn
The signature chunk now carries a signature-only block, matching the Bedrock emitter, so accumulators rebuild the text once and the saved history replays to Anthropic exactly as it was streamed
* test(anthropic): audit the signature-only thinking chunk across wire providers
* test(anthropic): pin the cached replay's thinking shape in the wire audit
---------
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
* test(integration): move legacy proxy, router and Redis tests into tests/integration
Port 39 legacy tests to the integration tier that owns them, running against
the scripted upstream, local Postgres and Redis, test-owned wire peers and
owned proxies. Delete 5 legacy tests whose contract is already owned by an
existing integration test, and remove the legacy functions, files and helpers
left unused.
* test(integration): cover recovery of a spent key after its budget is raised
* fix(bedrock): accept Converse messages with no content key
A user or tool message whose content key is missing (or null, which the
message cleanup strips) made every Bedrock Converse request fail with
APIConnectionError 'content' before reaching Bedrock. The Converse
transform now reads content with .get for those messages, as it already
did for assistant messages: a content-less user message adds no block
and a content-less tool message becomes a toolResult with empty content.
The str branch also sends the continue message text instead of the
original whitespace-only text.
* fix(bedrock): send the continue message for a content-less user turn
* test(bedrock): type the content-less Converse message test parameters
* fix(bedrock): accept a Converse system message with no content key
* refactor(bedrock): read the system message content with get
* test(integration): audit Bedrock Converse messages without content
Adds the /audit cells for a chat message whose content key is missing or
null on a Converse-routed Bedrock deployment: happy, sad, edge, and chaos
rows through the OpenAI SDK, the Anthropic SDK, and raw httpx against the
scripted upstream, asserting the caller's response, the body the peer
received, and the spend row. The owned-proxy readiness deadline in the
integration harness is now INTEGRATION_PROXY_READY_SECONDS (default 70).
* test(integration): bound stray spend rows in the mid-burst restart cell
---------
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
* test(ci): add used_client_oauth_token to the GCS pub/sub spend-log golden
#43063 stamps used_client_oauth_token into spend-log metadata, so
test_async_gcs_pub_sub_v1 failed on main with an extra metadata key
* test(ui): give the auto-router threshold save wait room for the availability debounce
#42625 keeps Save disabled while a 300ms-debounced availability check runs.
This test waits for Save right after the change, so the whole debounce lands
inside waitFor's 1s default and it times out under CI load. It is the
recurring UI Unit Tests failure on main since #42625 landed
* test(e2e): expect no pricing tier on bills for streamed calls OpenAI served at default
#42870 added both the rule that a served default or standard tier bills at
base pricing and records no service_tier, and streamed tests expecting the
row to record 'default'. They have failed on every scheduled litellm-e2e run
since. The tests now map the served tier to the pricing basis the bill must
record and check input is billed at that basis's rate; the messages case
registers custom rates so the rate check has something to compare against
* test(e2e-ui): wait for the call-id search before hovering the logs row
The row the spec hovers is already on the unfiltered first page, so it was
found before the search request returned. The search response then
re-rendered the table under the mouse, and the Base UI tooltip never opened.
Reproduced with Playwright against a local proxy: hovering right after the
fill never shows the tooltip, hovering after the search response shows the
call id every time
* test(e2e): run the Together structured-output case on the hybrid Qwen with reasoning off
The case picked the cheapest Together row flagged supports_response_schema.
DeepSeek-V4-Flash-0731 hit its cost-map deprecation date on 2026-09-29, so the
pick moved to GLM-5.3-Flash, a reasoning-only model that spends the 1024-token
budget thinking and returns content=None. Qwen3.5-9B is the pinned hybrid model
the reasoning_effort=none case already exercises, and Together lists it with
structured output support
* test(integration): read the agent 365 guardrail status by its own name in spend logs
The MCP shard runs under xdist against one database, and a sibling file creates a
default_on pre_mcp_call content filter there. The owned proxy reloads DB guardrails, so
that filter's 'success' entry could land first in guardrail_information and the test
read it instead of the agent 365 verdict
* test(unit): ignore asyncio's leaked-task records in the budget limiter push-failure log check
gc.collect() inside the caplog window can collect a pending task an earlier test left
on a closed loop, and asyncio logs 'Task was destroyed but it is pending' into this
test's records. The check still counts every LiteLLM logger, and unretrieved task
exceptions on this loop still go through the asserted exception handler
* test(e2e-ui): fill the create-tag fields inside the dialog
#42949 added 'Filter by tag name' and 'Filter by description' inputs to the Tag
Management page, so page-wide getByLabel('Tag Name') and getByLabel('Description')
match two elements and Playwright's strict mode fails the create step
* test(integration): run integration proxies with the CI license
Multi-worker proxies start each uvicorn worker in a fresh process, so every
worker reads the license from its environment. Forward LITELLM_LICENSE into the
proxy and test runner environments
* ci: save GitHub Actions caches only from main and bump codecov-action to 5.5.5
Every pull request saved its own uv, maturin, Rust and Prisma caches, about
4.5 GB per PR, so the repository's 10 GB cache budget evicted main's entries
within minutes. Pull request jobs then missed every cache, downloaded all
dependencies from PyPI and hit the install step timeouts. Pull requests now
restore only, and main keeps the caches warm for them. test-linting and
check-ui-api-types run only on pull requests and keep saving
codecov-action 5.5.4 imports its signing key from the deleted codecovsecurity
keybase account, so every upload failed signature verification. 5.5.5 reads it
from codecovsecops; the key ID matches the one signing the current CLI
* test(unit): join the session-minting thread before collecting the handler
asyncio.to_thread resumes the test as soon as the worker sets its result,
while the pool thread can still hold the work item and through it the
handler. gc.collect() then cannot finalize the handler and the session stays
open. A pool that shuts down before the test continues drops that reference
* test(integration): relaunch owned proxies that lose their port, expire idle gateway connections early
owned_proxy_process released its reserved port and the proxy bound it only
after full startup, so another xdist worker or an outgoing connection could
take it first and the proxy exited with 'address already in use'. The launch
now retries on a fresh port when that happens and stops every failed attempt.
uvicorn closes idle keep-alive connections after 5 seconds and httpx expired
them at the same 5 seconds, so a request sent right at that mark could reuse a
socket the server was closing and get 'Connection reset by peer'. Gateway
clients now drop idle connections after 2 seconds
* ci(circleci): give the base SDK wheel build the same 30 minute no-output window as the Windows build
The release profile builds with fat LTO and one codegen unit, so the final
link of litellm-cache-s3 runs silently for minutes. Successful builds take
711 to 749 seconds, right at the default 10 minute no-output limit, and about
30% of recent runs were killed there
* test(integration): model the budget-reset database outage as 10 seconds instead of 5 refused connections
The proxy retries the database about every 30 seconds and each retry opens
roughly one connection, so a 5-connection outage took 3 to 4 retries to clear
and recovery landed between 60 and 90 seconds, straddling the test's 80 second
reset window. A fixed 10 second outage still refuses the immediate reconnect
and recovers on the next retry
* ci: move the unit-test uv cache split into a composite action
check_workflow_startup_safety sums every setup step's timeout, so the save and
restore variants each counted 5 minutes although only one runs. One composite
step keeps the setup ceiling at 35 minutes
* test(unit): point tiktoken at the bundled cache for every unit test
The rust_bridge tokenizer tests loaded o200k_base before any test in their
xdist worker had imported default_encoding, so tiktoken fell back to the
temp cache and tried to download under pytest-socket. Move the session
fixture from litellm_core_utils/conftest.py to the root unit conftest.
* test(integration): answer model discovery probes in the hosted_vllm wire tests
The router's periodic upstream model info refresh sends GET /v1/models to
hosted_vllm deployments, so a wire server that is live during a refresh
sees an extra request. Answer the probe with an empty model list and leave
it out of the provider-call assertions, matching the responses bridge
tests.
* fix(hosted_vllm): keep reasoning_content on assistant messages in _transform_messages
vLLM accepts reasoning_content (200 on the wire) and qwen/deepseek/glm
chat templates consume it, so popping it made reasoning models lose
earlier reasoning across tool loops. thinking_blocks is still removed
for vLLM compatibility.
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(hosted_vllm): forward replayed reasoning_content only when it is a string
* test(integration): cover hosted_vllm reasoning_content replay across endpoints
* test(integration): require the surviving worker to serve its held requests in the sigkill chaos cell
---------
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>
Co-authored-by: yassin <yassin@berri.ai>
* feat(fireworks_ai): route and list the auto, auto-instant and firerouter routers
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(fireworks_ai): drive the router request test through an httpx MockTransport
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(fireworks_ai): let custom firerouter/<models> IDs inherit the firerouter row's capabilities
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(fireworks_ai): integration coverage for router short names forwarding tool_choice and reasoning_effort
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(fireworks_ai): assert tool definitions reach the router upstream
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>
* fix(params): validate stream_chunk_size once and carry it as typed control options
Checks stream_chunk_size at the top of completion() and acompletion(), accepts
digit strings, returns a 400 naming the param unless drop_params is set, and
stores the checked value under _litellm_control. Bedrock Converse and Invoke
read it from litellm_params; the Bedrock-only checker and the dead Invoke pops
are gone. Owned-kwarg filtering now runs through one helper everywhere.
Refs LIT-8317
* test(bedrock): drop tests for the removed stream_chunk_size_from helper
Refs LIT-8317
* fix(params): check stream_chunk_size before the MCP gateway branch
Refs LIT-8317
* fix(params): return assert_never in the exhaustive control-options match
Refs LIT-8317
* fix(params): address council review of the control options change
Read all_litellm_params live so names registered after import stay
LiteLLM-owned, make litellm_params a required keyword on the stream
wrapper hooks, give digit strings and ints the same 18-digit range,
share the default-chunking test table, test the Responses bridge through
litellm.responses, and revert formatting-only churn in existing tests.
Refs LIT-8317
* fix(params): address the second council review of control options
Keep the Responses bridge on its original all_litellm_params forwarding,
narrow _int_from_decimal_string inline so it type-checks, bound nested
huge ints in the error message, store _litellm_control only when a value
is set, simplify the parser to its single field, drop the one-caller
wrapper, and tighten the tests.
Refs LIT-8317
* fix(params): keep the 18-digit length check on stream_chunk_size strings
A 19-character string with leading zeros such as 0000000000000000001 would
otherwise pass as 1, although the rule and the error message say at most
18 digits.
Refs LIT-8317
* test(params): tidy control options tests after council sign-off
Move the Responses bridge test into the existing bridge test file, drop the
rebind test that pinned an implementation detail, assert through
stored_control_options instead of the storage key, and cover
drop_params="true" through Bedrock streaming.
Refs LIT-8317
* test(params): wrap a chunking test row that went past 120 characters
Refs LIT-8317
* test(integration): group /v1/messages contracts under tests/integration/messages
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): make ci coverage census collect nested test dirs
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): nest /v1/messages contracts under messages_endpoint/providers
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>
Kwargs LiteLLM code introduces for its own use were only kept out of provider
bodies if someone also listed them in all_litellm_params. Undeclared ones went
into extra_body or optional_params, reached the provider, and the provider
rejected the request. is_litellm_owned_kwarg in types/utils.py now defines
LiteLLM-owned once: a registered name, or any name starting with
INTERNAL_KWARG_PREFIX from litellm/constants.py. Every filter that builds
provider params from kwargs uses it: chat completion, transcription,
embedding, image generation and edit, search and video, ElevenLabs text to
speech, and the Bedrock batch mapper. The two untyped shared filters now take
Mapping[str, object]
The stream_chunk_size wire test becomes test_internal_params_wire.py. It also
sends an undeclared _litellm_ kwarg and asserts that no _litellm_ key reaches
any of the six provider bodies, while extra_body passthrough keeps working
Refs LIT-8318, LIT-8319
* fix(vertex_ai): keep batch output_file_id null until Vertex reports outputInfo
Vertex only sets outputInfo.gcsOutputDirectory once a batch job has written
output. Falling back to outputConfig's outputUriPrefix named the per-model
directory shared by every batch of the deployment, an object that never
exists, so the proxy minted a managed file for it under the first key and
every other key's file calls on that id were 403s
* fix(vertex_ai): treat a null gcsOutputDirectory as no output file yet
---------
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
* fix(fireworks_ai): route firerouter short names and bill pass-through legs at the routed model's rates
fireworks_ai/firerouter and fireworks_ai/firerouter/<slug> resolve to
accounts/fireworks/routers/... instead of a models/ path, and the cost
calculator falls back to the routed model's own catalog entry before the
Fireworks size buckets so a Claude leg is no longer priced at $0
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(fireworks_ai): bill routed legs under the routed model's own provider
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(fireworks_ai): require the k suffix when parsing tiered input fields
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>
* fix(params): carry stream_chunk_size through litellm_params instead of provider params
* test(integration): fence stream_chunk_size out of every provider request body
* test(bedrock): type parametrized stream chunk test params
* test(integration): drop the contracts manifest resurrected by the main merge
* test(bedrock): type the stream_chunk_size test helpers
* test(params): finish AGENTS.md typing pass on stream_chunk_size tests
* test(integration): drop the covers marker from the stream_chunk_size wire test
---------
Co-authored-by: shrey kharbanda <shreshth@berri.ai>
* test(integration): optional Anthropic tool properties stay optional on the OpenAI Responses wire (Pylon #6619)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): Bedrock InvokeModel count-suffixed cache usage fields are reported and charged (Pylon #6708)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): anthropic messages honors the deployment request timeout (Pylon #6505)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): drop client_metadata before the Bedrock Converse body reaches the provider (Pylon #6645)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): repeat Bedrock requests under one session name assume the role once (Pylon #6681)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): messages stream keeps include_usage off the Responses wire with always_include_stream_usage (Pylon #6466)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): clamp sub-16 max_tokens to the Responses API floor instead of 400 (Pylon #6539)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): forwarded client x- headers reach the provider on /v1/responses (Pylon #6565)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): Anthropic messages stop_sequences reach OpenAI-compatible providers as stop (Pylon #6536)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): Codex namespace tools reach a chat upstream flattened and round-trip through /v1/responses (Pylon #6409)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): keep Claude 4.6 legacy thinking budget_tokens on /v1/messages (Pylon #6727)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): nvidia nim ranking keeps image passages and applies top_n without sending top_k (Pylon #6401)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): tpm-only model rejects priority traffic once recorded tokens reach the model tpm (Pylon #6344)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): reasoning-only chunks open an Anthropic thinking block at index zero on /v1/messages streams (Pylon #6337)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): file content streams to the client before the upstream finishes sending (Pylon #6315)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): agent whose card lives only at agentCard/v1.0 is reached with bearer auth (Pylon #6249)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): vertex batch create returns a batch when outputInfo is null (Pylon #6374)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): fireworks session id is sent as x-session-affinity and cached tokens land in spend log metadata (Pylon #6220)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): advisor sub-call failure does not cool down the executor deployment (Pylon #6212)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): Gemini /v1/messages cache_control creates cachedContent with Anthropic ttl (Pylon #6221)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): bedrock_mantle max_output_tokens below 16 is clamped before reaching Mantle (Pylon #6262)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): missing thinking signature 400 on /v1/messages retries without thinking blocks (Pylon #6222)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): format Gemini messages cache_control wire test (Pylon #6221)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): rebuilt shared aiohttp session keeps the configured keepalive timeout (Pylon #6387)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): sagemaker_chat signs the inference component header and sends hf_model_name as the body model (Pylon #6187)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): Bedrock Converse DeepSeek drops Anthropic thinking and sends V3 reasoning_effort raw (Pylon #6149)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): concurrent team model TPM requests are reserved before the provider call (Pylon #6075)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): /v1/messages honors the configured timeout against a stalled upstream (Pylon #6025)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): Codex additional_tools input items reach Bedrock Mantle as top-level tools (Pylon #6012)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): advisor api_base without api_key never sends the proxy Anthropic key to the caller host (Pylon #6226)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): rerank responses carry call id, latency and cost headers (Pylon #5981)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): parse the outbound Anthropic body with the typed JSON adapter (Pylon #6025)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): Bedrock Knowledge Base search forwards userContext to the Retrieve body (Pylon #5991)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): Marengo 3.0 text embeddings reach Bedrock nested under inputType (Pylon #5949)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): sub-16 max_tokens over a responses deployment reaches OpenAI as 16 (Pylon #6008)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): midturn system correction reaches the OpenAI Responses wire via /v1/messages (Pylon #6449)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): concurrent requests over a key tpm limit are rejected before reaching the provider (Pylon #5737)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): chat to responses bridge keeps deployment AWS credentials for Bedrock Mantle SigV4 (Pylon #5870)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): vertex gemini stream split across many fragments completes without stalling the proxy (Pylon #5838)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): bedrock mantle /v1/messages stream keeps stream true and relays SSE events (Pylon #5596)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): large chat payloads are released from worker memory after the request ends (Pylon #5920)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): streaming success logs v3 rate limit remaining values for callbacks (Pylon #5767)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): a database created search tool backs Anthropic web search interception (Pylon #5669)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): register july provider regression contracts
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): make july provider regression tests deterministic under cache and worker sharing
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): drop order-fragile worker memory probe pending a real retention regression check
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): apply ruff import sorting and formatting
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): drop stale contract entry and pass question to advisor executor
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): use tiktoken-backed executor model in advisor 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>
* test(integration): Bedrock batch files upload completions and responses records as user messages (Pylon #6882)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): client Anthropic OAuth token never replaces Bedrock SigV4 authorization (Pylon #6888)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): bridge /v1/messages and /v1/responses streams through empty-choices chunks (Pylon #6992)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): prepend azure content-filter metadata chunk to the messages stream (Pylon #6992)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): fireworks routers/ slug reaches the provider as accounts/fireworks/routers/<id> (Pylon #7030)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): bedrock hidden thinking tokens are not reported as text tokens (Pylon #7067)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): azure_ai FLUX.2-flex image generation targets the flex provider path with the BFL body (Pylon #7092)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): keep Databricks streaming usage and cache reads in the client stream and spend log (Pylon #7094)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): openai-compatible image edits forward provider-specific form fields to the backend (Pylon #7122)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): replayed intercepted web search turn reaches Bedrock as text through /v1/messages (Pylon #7181)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): streamed web search turn capped by max_agentic_loops ends the turn with snippets and ordered blocks (Pylon #7230)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): bedrock rerank keeps forwarded client headers out of the SigV4 signature (Pylon #7284)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): azure_ai rerank authenticates with an Entra token when no api key is set (Pylon #7303)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): perplexity stream with cost breakdown object completes and bills total_cost (Pylon #7331)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): azure_ai strips Anthropic message fields before the Foundry request (Pylon #7336)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): capped intercepted web search ends the turn without an internal tool_use block (Pylon #7378)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): Bedrock passthrough converse-stream keeps event-stream content-type (Pylon #7482)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): v1/messages success exposes v3 priority rate limit headers (Pylon #7532)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): config deployment dropped by a stale boot cost map is restored after reload (Pylon #7564)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): Bedrock Mantle project id reaches the provider as anthropic-workspace-id (Pylon #7583)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): prefixed Opus 4.8 reasoning_effort reaches Bedrock as adaptive thinking (Pylon #7586)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): dashscope chat forwards reasoning_effort to the provider (Pylon #7606)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): failing stream logging callback still releases the max_parallel_requests slot (Pylon #7608)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): gen 5 Claude Bedrock Invoke tool search sends the Bedrock beta field (Pylon #7642)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): databricks ai gateway api_base requests OAuth token from workspace origin (Pylon #7724)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): deepseek vision image content list reaches the provider unchanged (Pylon #7729)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): Bedrock Mantle context overflow surfaces as 400 prompt is too long (Pylon #7732)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): Codex history items reach Bedrock Mantle as supported Responses input types (Pylon #7783)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): chat over responses deployment returns finish_reason length when output tokens run out (Pylon #7784)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): bedrock_mantle rewrites Codex history items before the Responses wire (Pylon #7812)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): advisor sub-call on /v1/messages uses the configured advisor deployment (Pylon #7828)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): tencent thinking reaches the provider body instead of failing the request (Pylon #7834)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): xAI chat web search reaches /v1/responses with instructions and nested filters (Pylon #7835)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): send Bedrock Converse config blocks once at top level (Pylon #7839)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): bedrock converse sends gpt-5 reasoning_effort as reasoning.effort (Pylon #7850)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): bedrock cohere.embed-english-v3 embeddings accept encoding_format and dimensions (Pylon #7963)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): streamed chat completions emit SSE keepalive pings while the upstream is silent before its first token (Pylon #7987)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* style(integration): format the TTFT keepalive regression test (Pylon #7987)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): openai chat drops tool_choice when the request has no tools (Pylon #8022)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): stream whose first chunk has no choices falls back and bills the fallback (Pylon #8006)
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* Revert "test(integration): Bedrock Mantle project id reaches the provider as anthropic-workspace-id (Pylon #7583)"
This reverts commit 864b65811f.
* test(integration): reconcile contracts manifest for bundled regression tests
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): isolate proxy config writes in bundled regression tests
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): address review feedback on keepalive, cost map reload and websearch order
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>
* fix(anthropic): skip non-dict content items in beta-header and file-id helpers so malformed content lists return 400 instead of 500
Fixes#42094
Supersedes #42101
Co-authored-by: Pawan-Shahane <shahanepawan511@gmail.com>
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(e2e): spawn the DB-less regression proxy with -P so the cwd cannot shadow the pinned checkout
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(e2e): launch the DB-less proxy via -I -c with an explicit sys.path so python 3.10 works, drop DIRECT_URL, remove restating docstrings
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(e2e): gate the self-booted DB-less proxy behind the owned_gateway opt-in the Buildkite container cannot satisfy
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(anthropic): move the bare string content item repro to tests/integration
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* style(tests): wrap the anthropic bare string wire test to the 120 column limit
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* style(tests): wrap anthropic common_utils test literals to the 120 column limit
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* style: fix ruff findings in touched test files
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
---------
Co-authored-by: kerry <kerry@berri.ai>
Co-authored-by: Pawan-Shahane <shahanepawan511@gmail.com>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(fal_ai): honour global api_base for image generation and reject non-string reasoning_effort with 400
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(fal_ai): add return annotations to reasoning_effort regression tests
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(fal_ai): move the LIT-8340 repro from tests/e2e to tests/integration
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>
* fix(fal_ai): reuse the status client and headers on the video result probe
The Fal result GET issued after a COMPLETED status poll built its own default
client and only carried Authorization and Content-Type, so an injected client,
a request-level ssl_verify and extra_headers were honored on the status GET but
not on the result GET, and a transport failure on that probe escaped as a 500.
The handler now hands the selected sync or async client to the provider status
transform, Fal reuses it with the full validated header set, and a probe
transport error stays non-terminal like the existing 429 and 5xx handling
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(fal_ai): mark the result probe header dict as mutable-ok for the type discipline gate
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(fal_ai): move the result probe repro to tests/integration
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(e2e): restore the shared e2e helpers to the merge base
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>
* fix(fal_ai): align /fal_ai queue gate with the pricer and normalise resolution type
The /fal_ai gate admitted catalog keys the Fal pricer cannot price, so
those jobs were forwarded and logged at 0.0 spend. The gate now reuses
the pricer as its eligibility predicate. Resolution is normalised to a
string before the keyed price lookup so int and str spellings bill the
same.
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(fal_ai): assert passthrough pricing invariants on synthetic catalog entries
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(fal_ai): price the submitted body in the /fal_ai queue gate so keyed-only entries are admitted
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(fal_ai): move the queue gate repro to tests/integration
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>
* test(fal_ai): e2e for minimax h3 auto duration and oversized size
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(fal_ai): keep auto duration literal and make h3 tier lookup total
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(fal_ai): omit duration for h3 when seconds is auto
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(fal_ai): move the minimax h3 auto duration and oversized size repro to tests/integration
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>
* fix(fal_ai): price non-canonical image sizes from the nearest row and honour dump options
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(fal_ai): drop monkeypatched mixed pricing case
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* refactor(fal_ai): use the default dimensions constant directly
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(fal_ai): forward nested include and exclude when dumping image data
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(fal_ai): honour pydantic item selectors in image data serializer
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(fal_ai): match negative item selectors in image data serializer
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(fal_ai): add flux-lora-depth image edits and moondream3 chat completions
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* chore(fal_ai): retrigger codecov processing
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(fal_ai): reject multi-turn and system messages for moondream3 chat
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(fal_ai): return 400 for invalid moondream3 chat requests
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(fal_ai): reject moondream3 responses missing output or usage
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(fal_ai): reject streaming moondream3 requests before dispatch
stream never reaches optional_params, so the transform_request check could not fire; reject in _complete_fal_ai on ctx.stream
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>
