litellm/tests/unit/llms
simonp9 1f15088fc9
feat(proxy): mixed Codex model picker and LiteLLM routing on native codex routes (#49408)
* feat(proxy): mixed Codex model picker and LiteLLM routing on native codex routes

The native Codex catalog now lists the key's other chat and responses models after
ChatGPT's, within Codex's catalog size limit, and drops the ETag so the merged list
refreshes on Codex's timer. A request for a model configured by exact name on another
provider goes through /v1/responses without the ChatGPT bearer or account header,
while ChatGPT names and wildcard-only matches keep the subscription passthrough.
Reasoning items another provider produced are dropped before forwarding to ChatGPT.

* fix(proxy): keep Codex's picker from turning reasoning off for LiteLLM models

Codex fills a missing default_reasoning_level with effort "none" when a model is picked in /model, while
`codex -m <model>` sends no effort at all. A thinking-only provider model then answers 400. On the native
/backend-api/codex/responses route, drop effort "none" for a LiteLLM model whose catalog entry names no
default, so the provider applies its own default exactly as `codex -m` does

* fix(proxy): harden Codex mixed-model routing on the native ChatGPT routes

Keep the ChatGPT credentials out of hook raw headers on the inner /v1/responses
request, route to LiteLLM and merge LiteLLM catalog rows only for keys that may
call /v1/responses, drop unpersisted reasoning ids on the passthrough when store
is not true, keep any slug the caller's ChatGPT account lists on the subscription
via a shared account catalog cache, and keep X-Models-Etag for keys whose catalog
added no LiteLLM rows. The guide covers the new behavior and the /v1 wildcard
precedence over a catch-all deployment.

* fix(proxy): keep Codex's native route on the subscription when the account list is unknown

A name OpenAI lists for the caller's ChatGPT account now goes to LiteLLM only when the
account's list is known and leaves it out. A failed catalog read is remembered for 60 s and
the Codex version comes only from a User-Agent whose product matches the originator header.

The merged catalog serves a stable ETag digest of OpenAI's ETag and the key's LiteLLM rows,
and /responses replaces X-Models-Etag with the same value, memoized per key for 300 s, so
Codex stops refetching or dropping its catalog cache.

LiteLLM-routed native replies wrap their reasoning with the model id, so an OpenAI or Azure
blob is dropped before chatgpt.com and unwrapped for LiteLLM, and the chat-completions bridge
decodes wrapped thinking blocks with their signature.

The access-group recipe uses chatgpt/ model names so /v1 routing does not change, and the
native route checks the chatgpt/ form of a name the key holds only through that group. A
none reasoning effort is dropped only under drop_params. The guide covers app tools, every
routing case, and the ETag, and the catalog logs how many models the byte limit left out.

* fix(fireworks_ai): move Codex additional_tools items into tools on the Responses API

* fix(proxy): keep Codex native turns working when the key's model listing fails

A listing callback that raises no longer turns chatgpt.com's catalog or
responses answer into a 500. The catalog keeps upstream's body and ETag, and
responses keep upstream's X-Models-Etag.

Under drop_params, a `none` reasoning effort is now dropped only when a
candidate deployment does not explicitly support it, so an alias to a model
like openai/gpt-5.4 keeps it.

The account slug list and its unavailable marker are keyed on the account id
plus the caller's ChatGPT Authorization header, so a failed fetch with one
bearer cannot turn off LiteLLM routing for another caller on the same account.

The auth step checks the Codex route before importing the Codex module.

* fix(proxy): keep Codex model switches working across LiteLLM providers

On the Codex native route, a LiteLLM model now gets only the encrypted reasoning every deployment it can route to is able to decrypt, so ChatGPT or another deployment's blobs no longer make xAI answer 400

Codex additional_tools items are hoisted into tools for every provider except the OpenAI API, and namespace tools become flat tools named mcp__docs__search, the shape xAI accepts

A JWT caller's models ETag is cached on a hash of its LiteLLM credential, so ChatGPT turns stop rebuilding the catalog rows

* fix(proxy): keep Codex namespace tool calls intact across LiteLLM providers

Fireworks and Bedrock Mantle accept Codex namespace tools natively, so the
native route now hoists them without flattening, like OpenAI and Azure and
the chat completions bridge. Other native Responses providers still get
flat names, now built with the bridge's namespace_tool_name_map, and each
function_call they return gets its tool name and namespace back in the
non-streaming body and in streamed output_item.added, output_item.done,
and completed/incomplete/failed events. Every other event passes through
unchanged

* fix(proxy): bridge Codex turns for providers whose Responses API rejects Codex tools

Codex sends its freeform exec tool as a custom tool on every turn, and xAI's
Responses API answers 422 for custom, namespace and additional_tools shapes.
On the Codex native route, a model whose deployments include a native
Responses provider other than OpenAI, Azure, Fireworks or Bedrock Mantle now
asks for the chat completions bridge with use_chat_completions_api, which
already turns custom and namespace tools into functions, hoists
additional_tools, and puts the namespace back on each returned call

OpenAI and Azure still get the request unchanged, and Fireworks and Bedrock
Mantle still get it on their own Responses API with additional_tools hoisted.
The route's namespace flattening and the response-side namespace restore are
removed, since no path sends flattened names anymore

* fix(proxy): drop reasoning ids a Codex turn's LiteLLM target cannot resolve

A reasoning item another deployment produced, replayed with store false and no blob the
target can decrypt, now reaches the target as its readable summary without id or status,
and is dropped when nothing readable is left. OpenAI answered 400 on the status field and
404 on the id for a glm-5p3 item replayed whole to an openai deployment. Same-deployment
replays and stored conversations keep the item whole

* refactor(codex): reach encrypted reasoning stripping through the router registry

The Codex route read Router.optional_callbacks and imported EncryptedContentAffinityCheck from
litellm.router_utils, which the router surface fence forbids outside the router. RouterRegistry
gains decryptable_reasoning(model_group, request_input, targets), which keeps the same rule: with
encrypted content affinity on for the group, reasoning one target can decrypt stays, otherwise
every target must decrypt it

* fix(proxy): keep Codex's priority tier off LiteLLM rows in the native model catalog

* fix(proxy): drop Codex's none effort for an alias whose native entry names no default

* fix(proxy): start a native Codex alias at its pinned reasoning effort and build the catalog off the event loop

* test(proxy): map the pinned reasoning efforts field in the router registry stub

* fix(proxy): honor admin-only /v1/responses and keep Codex's default tier off native aliases

Codex native routes now send a key to LiteLLM only when admin_only_routes allows it,
a native alias with configured service tiers starts with no tier picked, and the
account slug cache declares its Redis key family.

* fix(proxy): check the key's tool allowlist on native Codex LiteLLM turns and additional_tools items

* fix(proxy): check vector store grants on file_search tools inside additional_tools items

A Responses request can define file_search inside an additional_tools input item, which the native Codex route hoists for LiteLLM-served models and OpenAI runs as is on /v1/responses. The vector store check now reads those tools in both strict and legacy modes. The input item scan uses a Mapping guard instead of a pydantic error per item, since auth now runs it on every list input.

* fix(proxy): apply the proxy-wide allowed_routes to LiteLLM models on native Codex routes

* fix(proxy): cap native Codex account catalog reads per LiteLLM caller before rate limits apply

* fix(guardrails): check additional_tools items next to top-level function tools in tool_policy

ToolPolicyGuardrail read tools from the request body only when no top-level
function tool existed, so a blocked tool defined in an additional_tools item
reached Fireworks once the Responses transform moved the item into tools after
the pre-call hooks. Check every list on each request, including namespace
members inside items.

* fix(router): serve decryptable_reasoning from the Rust core's optional checks

The merge with main removed the Python router core, so the registry's host has no
optional_callbacks and no routing context, and native Codex requests with encrypted
reasoning raised RustCoreUnsupported. The filter now lives with the optional checks,
which own both. The ported pinned_reasoning_efforts field gets a test on the Rust core

Also give the static litellm.Router a declared constructor. Since the Python core was
deleted a bare __init__ assignment reads as RustCore's, so every Router(model_list=...)
is a type error and make lint fails on main. TYPE_CHECKING only, no runtime change

* fix(proxy): check the budget of a saved alias target on native Codex LiteLLM turns

Native /backend-api/codex/responses binds {endpoint}, so auth skipped the key's or team's model_group_alias and read budgets on the requested name, while the later /v1/responses handoff served the target unchecked. Auth now resolves the alias on a turn that routes to LiteLLM, as it does on /v1, and leaves ChatGPT-only names on the subscription. Also makes the tool_policy tests build a real ToolPolicyRegistry and type their fixtures.

* fix(proxy): keep a name the ChatGPT account lists on the subscription despite a saved alias

* fix(codex): keep LiteLLM keys off ChatGPT, enforce tool policy on namespaces and pin reasoning on aliases

Auth no longer asks ChatGPT for the account's model list when the bearer is
missing or is the LiteLLM key, so a key sent as the bearer never reaches it.

tool_policy now reads the members of a top-level namespace, which is where
the native route's hoist puts them.

A global alias now reads encrypted content affinity from its target group.

A non-list top-level tools value and a non-string function name now reach the
provider, which refuses them, instead of raising a 500.

The catalog ETag no longer depends on the order a process iterates priced
service tiers in, so workers and pods agree on it.

* fix(proxy): list a team's models in the order the team set them

get_team_models built the names in a set, so each process listed a team key's models in its own hash order and the native Codex catalog sent a different row order and ETag from each worker

* fix(proxy): apply JWT route policy before native Codex routes serve LiteLLM models

A standard JWT caller now gets a LiteLLM model on /backend-api/codex/models
and /backend-api/codex/responses only when the JWT auth flow would admit a
direct /v1/responses call for that model, so team_allowed_routes,
admin_allowed_routes and RBAC route limits hold on the handoff too.

The Fireworks Responses transform also leaves additional_tools input items
in place when the tools param is not a list, instead of raising while hoisting

* fix(fireworks): hoist additional_tools when tools is a tuple

litellm.responses passes a tuple tools argument through to the Fireworks
transform unchanged, so the non-list guard skipped hoisting and left the
additional_tools item in the input. Treat tuples like lists and cover both
shapes in the drop_params merge test

---------

Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
2026-11-06 11:14:47 -08:00
..
a2a fix(a2a): send agent litellm_params.api_key as bearer auth on the A2A hop (#49474) 2026-10-31 12:06:52 -07:00
aiml chore(typing): clear 670 basedpyright Any errors by validating provider payloads at the boundary (#45388) 2026-10-13 15:35:23 -07:00
aiohttp_openai fix(aiohttp_openai): forward service_tier in transform_response (#47263) 2026-10-28 13:14:44 -07:00
anthropic fix(anthropic)!: do not surface server_tool_use as client tool_calls (#48385) 2026-11-06 03:54:34 -08:00
apiserpent test(unit): add package markers to migrated unit test directories 2026-09-20 11:53:14 +00:00
aws_polly fix(aws_polly): read the engine from the bare model name (#47963) 2026-10-23 18:10:51 -07:00
azure refactor(prompt_templates): move JSON schema helpers out of common_utils into json_schema_utils (#50241) 2026-11-05 17:25:53 -08:00
azure_ai fix(azure)!: answer 401 when Entra rejects the deployment's credential (#49863) 2026-11-04 20:44:55 +00:00
base_llm refactor(router): delete the python router core, the rust core is the only core (#50178) 2026-11-05 10:40:46 -08:00
baseten fix(aiand)!: show ai&'s name and logo, and sync ai&'s model list (#49158) 2026-10-30 10:55:26 -07:00
bedrock feat(bedrock): default to native structured output on Opus 5.5, Fable 5.1, Sonnet 5 and Haiku 5.5 (#50221) 2026-11-06 09:38:00 -08:00
bedrock_mantle fix(bedrock)!: give Invoke and Mantle Claude the model's own default max_tokens (#49692) 2026-11-02 11:42:45 -08:00
bigmodel feat(zai): support response_format and max_completion_tokens, add glm-5v-turbo pricing (#48335) 2026-10-29 20:30:50 -07:00
black_forest_labs refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
brave chore(typing): clear 670 basedpyright Any errors by validating provider payloads at the boundary (#45388) 2026-10-13 15:35:23 -07:00
bytez test(unit): make every tests/unit directory a package so pytest collection is unique 2026-09-20 11:50:59 +00:00
cerebras test(unit): make every tests/unit directory a package so pytest collection is unique 2026-09-20 11:50:59 +00:00
chat fix(router): read the first stream chunk before returning so a failure before any token runs through the retry and fallback budget (#46493) 2026-10-14 14:19:25 -07:00
chatgpt fix(chatgpt): forward text and max_output_tokens to the Codex backend (#38086) 2026-11-06 06:14:32 -08:00
clarifai refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
claude_code refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
clf_ai_gateway refactor(router): route the router family through RoutingContext and close the outside surface (#49118) 2026-10-30 19:18:54 -07:00
cloudflare fix(streaming): keep merged think tags balanced and split SSE lines only on CR/LF (#48755) 2026-10-28 17:00:29 -07:00
codestral fix(streaming): keep merged think tags balanced and split SSE lines only on CR/LF (#48755) 2026-10-28 17:00:29 -07:00
codex refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
cohere fix(rate-limit): estimate embedding image and audio data URIs as media in TPM pre-call checks (#49831) 2026-11-03 22:06:59 +00:00
cometapi chore(typing): clear 670 basedpyright Any errors by validating provider payloads at the boundary (#45388) 2026-10-13 15:35:23 -07:00
compactifai refactor(typing): clear 1181 basedpyright Any errors across 431 files (#47789) 2026-10-24 11:31:09 -07:00
crusoe fix(crusoe): update base URL to current endpoint (#33121) 2026-10-15 19:10:58 -07:00
custom_httpx feat(bedrock): default to native structured output on Opus 5.5, Fable 5.1, Sonnet 5 and Haiku 5.5 (#50221) 2026-11-06 09:38:00 -08:00
dashscope feat(dashscope): add image edits and text-to-speech (#48998) 2026-10-29 17:48:38 -07:00
databricks fix(bedrock)!: keep Claude's thinking when response_format json_schema is set (#49696) 2026-11-05 04:07:11 +00:00
dataforseo chore(typing): clear 670 basedpyright Any errors by validating provider payloads at the boundary (#45388) 2026-10-13 15:35:23 -07:00
datarobot test(unit): make every tests/unit directory a package so pytest collection is unique 2026-09-20 11:50:59 +00:00
deepagents feat: add litellm.agent() to run claude code, codex, opencode and deep agents through the ai gateway (#43885) 2026-10-01 22:27:49 +00:00
deepgram fix(audio-transcription): keep transcripts out of transcription error messages (#50137) 2026-11-05 18:07:15 -08:00
deepinfra fix(openai): stop stripping cache_control from the caller's own messages and tools (#35602) 2026-10-31 00:29:10 -07:00
deepseek fix(mcp)!: answer 400 for a hosted MCP tool a translated route cannot run, drop it under drop_params (#48931) 2026-11-02 13:13:03 -08:00
docker_model_runner test(unit): make every tests/unit directory a package so pytest collection is unique 2026-09-20 11:50:59 +00:00
duckduckgo chore(typing): clear 670 basedpyright Any errors by validating provider payloads at the boundary (#45388) 2026-10-13 15:35:23 -07:00
e2b refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
edenai test(router_strategy): keep foreign asyncio task noise out of the budget limiter caplog asserts (#43375) 2026-10-29 06:22:06 -07:00
elevenlabs fix(audio-transcription): keep transcripts out of transcription error messages (#50137) 2026-11-05 18:07:15 -08:00
empiriolabs feat(decisions): add EmpirioLabs AI as a decisions provider (#49977) 2026-11-04 10:41:16 -08:00
exa_ai fix(exa): return highlights, highlight scores, score and the response envelope from Exa search (#47423) 2026-10-19 15:45:56 -07:00
fal_ai fix(logging): warn when drop_params drops a requested reasoning level on the remaining paths (#48933) 2026-10-30 08:48:43 -07:00
fastcrw fix(llms): sanitize trailing slashes in provider get_complete_url (#42887) 2026-10-15 02:59:46 -07:00
featherless_ai refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
firecrawl fix(llms): sanitize trailing slashes in provider get_complete_url (#42887) 2026-10-15 02:59:46 -07:00
fireworks_ai feat(proxy): mixed Codex model picker and LiteLLM routing on native codex routes (#49408) 2026-11-06 11:14:47 -08:00
friendliai fix(friendliai): drop litellm-internal message fields before sending (#45092) 2026-10-20 01:22:07 +00:00
gdc test: move tests/test_litellm/llms into tests/unit/llms (#43191) 2026-09-25 12:43:23 -07:00
gemini fix(audio-transcription): keep transcripts out of transcription error messages (#50137) 2026-11-05 18:07:15 -08:00
gigachat fix(mcp)!: answer 400 for a hosted MCP tool a translated route cannot run, drop it under drop_params (#48931) 2026-11-02 13:13:03 -08:00
github_copilot refactor(router): delete the python router core, the rust core is the only core (#50178) 2026-11-05 10:40:46 -08:00
google_pse chore(typing): clear 670 basedpyright Any errors by validating provider payloads at the boundary (#45388) 2026-10-13 15:35:23 -07:00
gradient_ai fix(llms): sanitize trailing slashes in provider get_complete_url (#42887) 2026-10-15 02:59:46 -07:00
groq fix(openai): stop stripping cache_control from the caller's own messages and tools (#35602) 2026-10-31 00:29:10 -07:00
heroku fix(llms): sanitize trailing slashes in provider get_complete_url (#42887) 2026-10-15 02:59:46 -07:00
hosted_vllm feat(hosted_vllm)!: keep vLLM's stop_reason and token_ids on chat choices and stream chunks (#48393) 2026-11-02 13:26:29 -08:00
huggingface fix(embeddings): honor the caller's timeout on Cohere sync and HuggingFace embedding requests (#48593) 2026-11-02 22:29:37 -08:00
hyperbolic refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
inception refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
infinity chore(typing): clear 670 basedpyright Any errors by validating provider payloads at the boundary (#45388) 2026-10-13 15:35:23 -07:00
jina_ai fix(rerank): preserve token usage in spend logs (#49308) 2026-10-30 13:46:27 -07:00
lambda_ai test: move the unit half of 126 mixed legacy files into tests/unit (#45090) 2026-10-07 14:07:43 -07:00
langflow fix(ci): stop stale CI reds, keep unit tests off the host env, retry CyberArk policy conflicts (#43294) 2026-09-26 09:25:13 -07:00
langgraph fix(streaming)!: fail a stream that ends without a finish reason (#47665) 2026-10-31 11:29:26 -07:00
laya feat: add Bespoke Nimble gateway and OSS classifier support (#44246) 2026-10-02 19:37:08 -07:00
lemonade chore(typing): clear 670 basedpyright Any errors by validating provider payloads at the boundary (#45388) 2026-10-13 15:35:23 -07:00
linkup fix(llms): sanitize trailing slashes in provider get_complete_url (#42887) 2026-10-15 02:59:46 -07:00
litellm_proxy fix(proxy): discover models for LiteLLM Gateway wildcard providers (#50374) 2026-11-06 09:51:45 +00:00
llamafile refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
lm_studio refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
manus test: migrate SDK and proxy-booting legacy CircleCI tests to their tiers (#45758) 2026-10-11 00:17:21 -07:00
meta fix(realtime)!: keep turn_detection.type when a transcript guardrail disables auto-response (#44939) 2026-10-16 15:24:40 +00:00
meta_llama refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
microsoft_365_copilot refactor(router): route the router family through RoutingContext and close the outside surface (#49118) 2026-10-30 19:18:54 -07:00
milvus test: migrate legacy unit dirs and unrun folders into tests/unit, tests/integration and tests/e2e (#45940) 2026-10-11 06:24:57 -07:00
minimax feat(minimax): add MiniMax-H3 and H3-Max video generation via /v1/videos (#43705) 2026-10-15 05:48:36 -07:00
mistral fix(audio-transcription): keep transcripts out of transcription error messages (#50137) 2026-11-05 18:07:15 -08:00
modelscope fix(llms): sanitize trailing slashes in provider get_complete_url (#42887) 2026-10-15 02:59:46 -07:00
mongodb test(unit): make every tests/unit directory a package so pytest collection is unique 2026-09-20 11:50:59 +00:00
moonshot feat: add OpenRouter-style -latest model aliases for first-party providers (#50315) 2026-11-06 18:22:38 +08:00
morph feat(morph): support open models and cached input pricing (#48676) 2026-10-27 18:06:14 -07:00
nadir test: move tests/test_litellm/llms into tests/unit/llms (#43191) 2026-09-25 12:43:23 -07:00
nebius test: move tests/test_litellm/llms into tests/unit/llms (#43191) 2026-09-25 12:43:23 -07:00
neosantara refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
nimble test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
nlp_cloud chore(typing): clear 670 basedpyright Any errors by validating provider payloads at the boundary (#45388) 2026-10-13 15:35:23 -07:00
novita test(unit): make every tests/unit directory a package so pytest collection is unique 2026-09-20 11:50:59 +00:00
nscale test(unit): make every tests/unit directory a package so pytest collection is unique 2026-09-20 11:50:59 +00:00
nvidia_nim fix(openai): send chat completions through client.post so the SDK's per-message param transform stops holding the event loop (#46967) 2026-10-16 18:06:01 -07:00
nvidia_riva fix(nvidia_riva): send the api key exactly once by calling riva over grpc directly (#50140) 2026-11-04 18:07:31 -08:00
oci fix(oci): preserve all Gemini system instructions (#48813) (#49458) 2026-10-31 17:49:53 +00:00
ocr test(unit): make every tests/unit directory a package so pytest collection is unique 2026-09-20 11:50:59 +00:00
ollama fix(mcp)!: answer 400 for a hosted MCP tool a translated route cannot run, drop it under drop_params (#48931) 2026-11-02 13:13:03 -08:00
oobabooga fix(streaming): keep merged think tags balanced and split SSE lines only on CR/LF (#48755) 2026-10-28 17:00:29 -07:00
openai fix(anthropic)!: do not surface server_tool_use as client tool_calls (#48385) 2026-11-06 03:54:34 -08:00
openai_like feat: update EmpirioLabs models in model_prices_and_context_window.json (#49980) 2026-11-04 20:11:52 +00:00
opencode refactor: clean up fresh tech debt in proxy auth reads, chatgpt credential forwarding, messages drop_params reads, router context signatures and spend log reads (#46643) 2026-11-04 09:09:50 +00:00
openrouter fix(streaming): preserve served models in OpenRouter streams (#49498) 2026-10-31 16:12:51 -07:00
opensandbox chore(typing): clear 670 basedpyright Any errors by validating provider payloads at the boundary (#45388) 2026-10-13 15:35:23 -07:00
opensearch feat(vector_stores): add OpenSearch k-NN search as a vector store provider (#47759) 2026-10-29 08:15:05 -07:00
ovhcloud fix(audio-transcription): keep transcripts out of transcription error messages (#50137) 2026-11-05 18:07:15 -08:00
parallel_ai feat(decisions): add Parallel AI web-grounded decisions (#49188) 2026-11-03 04:47:02 +00:00
parasail refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
pass_through fix(guardrails): exclude litellm_metadata from pass-through guardrail scan text (#48276) 2026-10-26 12:07:58 -07:00
perplexity fix(search): forward Perplexity search filters (#49344) 2026-10-30 17:08:32 -07:00
pg_vector fix(security): remove the publicly known master key from the repo (#44718) 2026-10-06 10:55:24 -07:00
pi feat(harness): add pi harness for litellm.agent() (#45467) 2026-10-20 09:01:40 +00:00
publicai test: migrate tests/llm_translation into unit, integration and e2e tiers (#45759) 2026-10-11 07:58:53 +00:00
ragflow test: migrate legacy unit dirs and unrun folders into tests/unit, tests/integration and tests/e2e (#45940) 2026-10-11 06:24:57 -07:00
recraft refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
reducto test: move tests/test_litellm/llms into tests/unit/llms (#43191) 2026-09-25 12:43:23 -07:00
replicate chore(typing): clear 670 basedpyright Any errors by validating provider payloads at the boundary (#45388) 2026-10-13 15:35:23 -07:00
runwayml feat(dashscope): add image edits and text-to-speech (#48998) 2026-10-29 17:48:38 -07:00
s3_vectors refactor(router): move router callers onto the entry points and invert the proxy imports (#48847) 2026-10-29 17:26:33 +00:00
sagemaker fix(main)!: carry the full per-call price entry on the logging object instead of writing litellm.model_cost (#49532) 2026-11-03 16:03:34 -08:00
sail test(router_strategy): keep foreign asyncio task noise out of the budget limiter caplog asserts (#43375) 2026-10-29 06:22:06 -07:00
sambanova chore(typing): clear 670 basedpyright Any errors by validating provider payloads at the boundary (#45388) 2026-10-13 15:35:23 -07:00
sap fix(anthropic)!: send /v1/messages PDF documents to OpenAI-shaped providers as file parts (#47166) 2026-10-29 08:06:12 -07:00
scaledown feat(scaledown): add native text provider support (#44168) 2026-10-10 14:01:17 -07:00
scaleway fix(audio-transcription): keep transcripts out of transcription error messages (#50137) 2026-11-05 18:07:15 -08:00
searchapi chore(typing): clear 670 basedpyright Any errors by validating provider payloads at the boundary (#45388) 2026-10-13 15:35:23 -07:00
searxng chore(typing): clear 670 basedpyright Any errors by validating provider payloads at the boundary (#45388) 2026-10-13 15:35:23 -07:00
serper chore(typing): clear 670 basedpyright Any errors by validating provider payloads at the boundary (#45388) 2026-10-13 15:35:23 -07:00
snowflake fix(anthropic)!: send /v1/messages PDF documents to OpenAI-shaped providers as file parts (#47166) 2026-10-29 08:06:12 -07:00
soniox feat(soniox): add realtime speech-to-text on /v1/realtime (#44822) 2026-10-29 07:58:38 -07:00
stability refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
strands_decider feat(strands_decider): call a Strands Decider on an AgentCore runtime ARN (#45678) 2026-10-09 22:51:19 -07:00
tavily fix(tavily): return raw_content, score, favicon and the response envelope from Tavily search (#48684) 2026-10-27 18:52:06 -07:00
tencent fix(logging): warn when drop_params drops a requested reasoning level on the remaining paths (#48933) 2026-10-30 08:48:43 -07:00
tinyfish test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
together_ai fix(responses bridge): round-trip tool_search_call and tool_search_output items between turns (#46444) 2026-10-14 21:40:14 -07:00
tool_loop feat(harness): add Harness.TOOL_LOOP, a minimal in-process tool-calling loop (#44391) 2026-10-03 17:33:01 +00:00
topaz fix(llms): sanitize trailing slashes in provider get_complete_url (#42887) 2026-10-15 02:59:46 -07:00
triton fix(streaming): keep merged think tags balanced and split SSE lines only on CR/LF (#48755) 2026-10-28 17:00:29 -07:00
v0 test: move the unit half of 126 mixed legacy files into tests/unit (#45090) 2026-10-07 14:07:43 -07:00
valkey test: migrate legacy provider tests to tests/unit (wave 2, phase 13) 2026-09-20 14:18:49 +00:00
vercel_ai_gateway refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
vertex_ai fix(vertex_ai): honor vertex_location for the Cloud Text-to-Speech endpoint (#50255) 2026-11-06 00:03:17 -08:00
vllm fix(vllm): list hosted_vllm wildcard models when the server has no api key (#40066) 2026-11-03 04:13:28 +00:00
volcengine fix(openai): send chat completions through client.post so the SDK's per-message param transform stops holding the event loop (#46967) 2026-10-16 18:06:01 -07:00
voyage fix(llms): sanitize trailing slashes in provider get_complete_url (#42887) 2026-10-15 02:59:46 -07:00
wandb test: move tests/test_litellm/llms into tests/unit/llms (#43191) 2026-09-25 12:43:23 -07:00
watsonx fix(audio-transcription): keep transcripts out of transcription error messages (#50137) 2026-11-05 18:07:15 -08:00
xai fix(audio-transcription): keep transcripts out of transcription error messages (#50137) 2026-11-05 18:07:15 -08:00
xinference test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
you_com test: migrate phase 14 wave 2 provider tests to tests/unit 2026-09-20 11:01:40 +00:00
zai feat(zai): support response_format and max_completion_tokens, add glm-5v-turbo pricing (#48335) 2026-10-29 20:30:50 -07:00
__init__.py test(unit): add package markers to migrated unit test directories 2026-09-20 11:53:14 +00:00
test_api_base_trailing_slash_routes.py fix(llms): join api_base and route with one shared helper (#47535) 2026-10-21 06:59:32 +00:00
test_cache_control_and_reasoning.py test: move tests/test_litellm/llms into tests/unit/llms (#43191) 2026-09-25 12:43:23 -07:00
test_custom_llm.py test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
test_file_content_block.py refactor(prompt_templates): move JSON schema helpers out of common_utils into json_schema_utils (#50241) 2026-11-05 17:25:53 -08:00
test_file_search_responses.py refactor(prompt_templates): move JSON schema helpers out of common_utils into json_schema_utils (#50241) 2026-11-05 17:25:53 -08:00
test_get_complete_url_trailing_slash.py feat(dashscope): add image edits and text-to-speech (#48998) 2026-10-29 17:48:38 -07:00
test_lifecycle_fix.py refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
test_oss_decision.py feat(decisions): add Laya and Bespoke providers to the Add Model form (#45260) 2026-10-14 08:11:11 -07:00
test_polling_url_origin_match.py test: move tests/test_litellm core utils, routing, responses, caching and rust_bridge into tests/unit (#43199) 2026-09-25 17:10:13 -07:00
test_predibase_transformation.py fix(streaming): keep merged think tags balanced and split SSE lines only on CR/LF (#48755) 2026-10-28 17:00:29 -07:00
test_subscription_accounts.py feat(usage): show subscription-covered providers and account fees separately (#44772) 2026-10-30 03:58:36 -07:00