Commit graph

57 commits

Author SHA1 Message Date
Yujong Lee
f854c38f36 await test 2026-09-07 19:49:05 -07:00
Yujong Lee
fc1877718d refactor(rust): complete retained callback lifecycle foundation 2026-09-07 19:49:05 -07:00
Yujong Lee
d4fb0921e1 refactor(rust): add retained callback invocation 2026-09-07 19:49:05 -07:00
Mateo Wang
642a0f68ae
Merge pull request #39530 from BerriAI/litellm_fix_gateway_rustls_provider
fix(ai-gateway): dial upstream WebSockets over an explicit rustls provider
2026-09-07 10:55:15 -07:00
yujonglee
8da735410c
test(ocr): trace callback lifecycle parity (#40063) 2026-09-07 10:44:22 -07:00
mateo-berri
836c20a4b6 test(ai-gateway): drop provider fingerprint and cache identity assertions 2026-09-04 22:31:06 -07:00
mateo-berri
ff856080c5 Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_fix_gateway_rustls_provider 2026-09-04 20:08:06 -07:00
mateo-berri
6463994f78 fix(ai-gateway): dial upstream WebSockets over an explicit rustls provider
Build one ClientConfig that names ring and loads the native roots once, and hand it to every tokio-tungstenite dial as its connector instead of installing a process-wide default from the dial path. Each of the three dial sites gets a wss:// test that reproduces the panic if its connector is dropped.
2026-09-04 17:29:10 -07:00
yujonglee
b75ac5cf52
feat(python): rename Rust rollout API (#39704) 2026-09-04 08:40:44 -07:00
yujonglee
7276caecd4
refactor(rust): extract config crate (#39706)
* refactor(rust): extract config crate

* refactor(config): split crate modules

* refactor(gateway): remove gil health counter
2026-09-04 08:17:07 -07:00
yujonglee
eb67e5402b
test(ocr): complete Rust unit test parity (#39689)
* feat(ocr): complete Rust unit test parity

* test(ocr): keep parity changes harness-only

* test(ocr): share azure DI native fixture across response tests

* refactor(ocr): colocate gateway unit tests and extract lifecycle integration tests
2026-09-03 21:15:01 -07:00
yujonglee
ee08c36fc0
refactor(tests): restructure rust python harness around strategy definitions (#39628)
* wip

* refactor(tests): move sdk function tracing into rust python harness

* dead code

* fix: handle harness keyboard interrupts

* refactor(tests): deduplicate rust python harness helpers

* fix(harness): expose validated strategy choices

* wip

* refactor(harness): let strategies own parity reports

* docs(harness): update strategy structure

* refactor(harness): localize strategy report views

* wip

* fix(harness): satisfy mapping runner type checks

* fix(harness): clarify trace parity output

* wip

* fix(harness): clarify unit mapping report

* fix(harness): finalize trace parity contracts

* refactor(harness): structure parity contracts

* feat: derive unit test mapping from traces

* feat(harness): map rstest test families

* feat(ocr): port Azure document intelligence tests

* feat(harness): enforce complete unit mappings

* feat(ocr): add reducto core transforms

* feat(harness): classify host-only unit tests

* fix(ocr): complete Rust provider plumbing

* fix(harness): reuse OCR parity workers
2026-09-03 21:15:01 -07:00
Mateo Wang
c99149ac0f
Merge pull request #39493 from BerriAI/litellm_ci_rust_server_feature
ci(rust): build and test the ai-gateway server feature
2026-09-03 14:35:53 -07:00
yujonglee
2c30fe16b0
Merge pull request #38765 from BerriAI/litellm_ocr_sdk_parity_tests
test(harness): add OCR parity with migration strategy runners
2026-09-03 10:16:35 -07:00
mateo-berri
2c08e7abf8 test(ai-gateway): pin the crypto provider to ring and prove the dial installs it
The two tests that shipped with the fix both called ensure_crypto_provider
themselves, so deleting the call from connect_upstream left the whole suite
green, and swapping ring for aws-lc-rs did too.

Adds an integration test, which gets its own process, that dials wss:// at a
local plain-TCP listener through the public Responses WebSocket entrypoint and
asserts an Err plus an installed provider. Without the install in the dial it
panics with the original CryptoProvider message. A unit test now compares the
installed provider's cipher suites and key-exchange groups against ring's, so
the choice of backend is pinned rather than assumed.

Also names tls12 in the workspace rustls features: it already arrives through
reqwest and tokio-rustls, so the graph is unchanged, but a direct dependency
should say it needs TLS 1.2 rather than inherit it.
2026-09-03 02:27:00 -07:00
mateo-berri
c79d1d12ae fix(ai-gateway): install a rustls crypto provider before dialing upstream WebSockets
The gateway's dependency graph turns on two rustls crypto backends at once:
reqwest's rustls-tls pulls in ring, and litellm-core's bedrock-auth pulls in
aws-lc-rs through aws-config. rustls 0.23 refuses to guess between them, so
ClientConfig::builder panics, and that is exactly how tokio-tungstenite builds
its TLS config. Every outbound WebSocket dial killed its tokio worker and the
client saw the socket vanish with no close frame.

reqwest and the AWS SDK both pick a provider explicitly, so only the tungstenite
path was affected. Route all three dial sites through one helper that installs
ring once per process before connecting.
2026-09-03 02:15:57 -07:00
mateo-berri
5120590890 docs(litellm-rust): fix the gateway run commands and point ADDING_A_PROVIDER at the one checks runbook
Both `cargo run` invocations in the ai-gateway README fail with "requires the
features: `server`", the same root cause as the missing CI coverage.
2026-09-03 00:07:19 -07:00
mateo-berri
70dc0a69a4 test(ai-gateway): cover the blank session id and model fallbacks
The emptiness guards in on_session had no test, so the let-chain rewrite
could have dropped them unnoticed.
2026-09-02 22:16:41 -07:00
mateo-berri
f986fc52f0 ci(rust): lint every gateway feature and keep one checks runbook
Clippy never links, so python-config's pyo3/auto-initialize needs no
libpython and the gateway clippy step can cover every feature at once.
The test step stays on --features server because cargo test does link
and this job installs no Python.

The check list existed in three places that had already drifted apart;
CLAUDE.md is now the only copy and the other two point at it.
2026-09-02 22:16:40 -07:00
mateo-berri
6fdd3128d9 fix(ai-gateway): build the gateway binary in the release image
The Dockerfile asked cargo for --features python-config, which cannot
select the litellm-ai-gateway bin target: that target carries
required-features = ["server"], so cargo silently built nothing and the
later COPY of /build/litellm-rust/target/release/litellm-ai-gateway had
no file to copy. Turn the server feature on and name the bin explicitly
so a future required-features drift fails at the cargo step instead of
silently producing an empty release dir.
2026-09-02 22:16:39 -07:00
mateo-berri
cf958c0e6f ci(rust): build and test the ai-gateway server feature
litellm-ai-gateway's server feature is off by default and nothing in the workspace turns it on, so the workspace clippy and test steps never compiled src/auth, src/routes, src/state, src/realtime or the gateway binary. 43 tests ran instead of 57.

Adds the two steps CLAUDE.md already documents as the local gate, and fixes the three collapsible_if violations that had accumulated behind the flag.
2026-09-02 21:56:23 -07:00
ishaan-berri
e058aa68c4
test: add mistral ocr transformation parity coverage (#39482)
* test: cover mistral ocr transformation parity

Co-Authored-By: Claude Code <noreply@anthropic.com>

* test: map mistral ocr parity contracts

Co-Authored-By: Claude Code <noreply@anthropic.com>

---------

Co-authored-by: Claude Code <noreply@anthropic.com>
2026-09-02 20:40:00 -07:00
yujonglee
34b45f3d79
refactor(python-bridge): declare sync and async routes once (#39333)
* refactor(rust): move audio transcription into core

* refactor(python-bridge): split non-streaming bridge modules

* fix(python-bridge): harden sync and async route boundaries

* refactor(python-bridge): declare sync and async routes once
2026-09-02 16:26:36 -07:00
yujonglee
62e318de8e
fix(python-bridge): harden sync and async route boundaries (#39332) 2026-09-02 16:26:35 -07:00
yujonglee
198906495f
refactor(python-bridge): split routes and add shared function tracing (#39031)
* refactor(python-bridge): split non-streaming bridge modules

* refactor(python-bridge): bring shared function tracing into route layer

* feat(dev): list Python route functions and call sites

* feat(dev): list Rust route functions and call sites

* docs(dev): record OCR parity gaps across Python and Rust

* feat(dev): list executed SDK calls with runtime tracing

* feat(dev): report Python vs Rust SDK pipeline steps in one CLI

* feat(dev): side-by-side pipeline step report in compare CLI

* fix(dev): drop invalid Final annotations in compare cell loop

* feat(dev): blue python-only and yellow rust-only steps in compare CLI

* feat(dev): vertical layout with section spacing in compare CLI

* fix(dev): validate SDK trace stages across sync and async routes

* refactor(rust): align SDK route call structure with Python

* refactor(python-bridge): share sync and async route call wrappers

* refactor(dev): split compare CLI into fixtures, runtime, and report modules

* fix(ci): run SDK trace tests and satisfy test lint
2026-09-02 16:26:35 -07:00
yujonglee
0c0b432cf1
refactor(rust): move audio transcription into core (#39126) 2026-09-02 15:20:54 -07:00
Yujong Lee
518a2a70f1
refactor(rust): standardize the core Error type 2026-09-02 12:16:27 -07:00
Yujong Lee
9de4e84feb
refactor(rust): extract domain-neutral Python interop 2026-09-02 12:16:26 -07:00
Yujong Lee
25987cb961
test(build): validate release wheel contracts 2026-09-02 12:16:25 -07:00
Yujong Lee
849269d52d
build(rust): configure native extension profiles 2026-08-31 17:25:28 -07:00
yujonglee
352789257d
perf(rust): use pythonize for bridge serialization (#38764)
* perf(rust): use pythonize for bridge serialization

* perf(rust): benchmark serialization payload sizes

* refactor(rust): remove mutable benchmark state
2026-08-29 10:41:10 -07:00
Yassin Kortam
bf59b7e23d
feat(rust): route /chat/completions through the Rust core for anthropic and bedrock (#37241)
Adds a chat_completions route module to litellm-core, mirroring the messages
route, plus Anthropic Messages and Bedrock Converse provider configs. The
per-model `rust: true` opt-in now covers /chat/completions for both providers.

The core accepts an allowlisted subset (text conversations, non-streaming) and
returns CoreError::Unsupported for anything else, so tool calls, multimodal
content and streaming fall back to the Python path transparently.

Resolves LIT-5698
2026-08-20 16:15:24 -07:00
devin-ai-integration[bot]
ea783cc35c
refactor(rust): make litellm-core the callable messages() SDK; drop the ai-gateway handler (#35044)
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>
2026-07-29 13:41:31 -07:00
Yassin Kortam
e4343eb148
feat(rust): honor pre-computed Entra ID auth for Azure /messages (#34107)
* feat(rust): honor pre-computed Entra ID (Authorization: Bearer) auth for Azure /messages

* harden Rust Azure auth gate to require a non-empty Bearer token, not header presence
2026-07-22 00:36:33 +00:00
devin-ai-integration[bot]
0b8817afbb
perf(bedrock): audio transcription via rust core (py->rust bridge) (#33990)
* feat(bedrock): add audio transcription via Converse with py->rust bridge

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* fix(ci): exclude rust transcription rollout flag from docs check

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* fix(bedrock): await rust/python fallback in async transcription dispatch

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* test(bedrock): cover audio transcription rust dispatch

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* refactor(bedrock): route audio transcription through rust

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* refactor(bedrock): move rust transcription dispatch out of main

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* test(bedrock): include rust transcription coverage shard

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

---------

Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>
2026-07-20 14:09:41 -07:00
Vineet Puranik
067c9bbc96
chore(rust): migrate the litellm-rust workspace (core, ai-gateway, python-bridge) from Rust edition 2021 to edition 2024 (#33940)
* chore(deps): update cargo.lock file after cargo update

* chore(rust): migrate workspace crates to edition 2024

* chore(rust): migrate workspace crates to edition 2024 + fix clippy warnings after 2024 update

* chore(rust): add rust version to cargo workspace file

* chore(rust): fix clippy collapsible if warning
2026-07-20 08:52:06 -07:00
devin-ai-integration[bot]
f2e340cf2b
feat(rust): port BaseAWSLLM auth (credential resolution + SigV4) to litellm-core as a base provider (#33888)
* feat(rust): add feature-gated Bedrock AWS auth

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* refactor(rust): move Bedrock auth into core

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* fix(rust): fall through caller identity lookup errors

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* test(rust): add live Bedrock proof and CI coverage

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* refactor(rust): share in-memory cache with Bedrock auth

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* fix(rust): preserve web identity credential expiry

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

---------

Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>
2026-07-18 19:12:00 -07:00
devin-ai-integration[bot]
7891388975
feat(rust): 1:1 port of OpenAI Responses API WebSockets to litellm-rust (#33849)
* feat(rust): add OpenAI Responses WebSocket gateway

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* test(rust): cover Responses WebSocket gateway behavior

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* fix(rust): align Responses WebSocket parity

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* feat(rust): expose Responses WebSockets through bridge

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* fix(rust): reject non-openai responses deployments early

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* fix(rust): align Responses WebSocket bridge semantics

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* refactor(rust): move Responses instrumentation into core

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* fix(rust): preserve Responses WebSocket callback dispatch

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* build(deps): authorize vcrpy and locust licenses in liccheck

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

---------

Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>
2026-07-19 01:55:35 +00:00
devin-ai-integration[bot]
95332584fd
feat(rust): expose Anthropic Messages route (POST /v1/messages) on the axum gateway (#33880)
* feat(rust): expose anthropic messages route

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* fix(rust): use provider model for messages upstream

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* feat(rust): stream Anthropic Messages SSE on POST /v1/messages

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* test(rust): prove alias is substituted with provider model on /v1/messages

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* fix(rust): make anthropic messages provider constant available without server feature

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

---------

Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>
2026-07-19 01:41:37 +00:00
devin-ai-integration[bot]
a198e0b0ca
feat(messages): route native Anthropic /messages through Rust behind LITELLM_RUST env var (#33848)
* feat(messages): route native Anthropic /messages through Rust behind RUST env var

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* test(docs): exclude RUST rollout flag from env-key documentation check

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* refactor(messages): rename RUST rollout env var to LITELLM_RUST

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

---------

Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>
2026-07-18 18:27:20 -07:00
devin-ai-integration[bot]
366ec6f487
docs(rust): add provider abstraction standards (#33865)
Some checks are pending
CodSpeed Benchmarks / benchmarks (push) Waiting to run
LiteLLM Rust / rustfmt, clippy, test (push) Waiting to run
GitHub Actions Security Analysis / zizmor (push) Waiting to run
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>
2026-07-18 15:31:00 -07:00
devin-ai-integration[bot]
9dfd79b6c5
docs(litellm-rust): require the official Rust Style Guide in agent rules (#33867)
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>
2026-07-18 22:25:11 +00:00
devin-ai-integration[bot]
c4f19c3e4c
feat(messages): route Azure Anthropic /messages through Rust behind rust:true (#33616)
* feat(messages): route Azure Anthropic /messages through Rust behind rust:true

Adds an opt-in Rust path for non-streaming Azure Anthropic Messages. A
deployment sets rust: true in litellm_params to route litellm.messages()
and the proxy /v1/messages endpoint through the native Rust bridge; a
missing flag or rust: false keeps the existing Python path, and non-Azure
providers, streaming, an unavailable bridge, or a None result all fall
back to Python. Rust-backed responses carry an x-litellm-rust: true
response header so callers can see which path served the request.

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* test(docs): exclude LITELLM_USE_RUST_MESSAGES rollout flag from env-doc check

Mirrors the existing LITELLM_USE_RUST_OCR entry; the flag is an internal
rollout toggle that is intentionally not in the public environment settings
docs yet.

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* fix(rust_bridge): isolate OCR enable flag and drop dead messages global toggle

use_litellm_rust only mutates the OCR enabled flag when configuring OCR (or
called with no bridge kwargs, preserving the legacy contract), so configuring
only the messages bridge no longer flips OCR state.

Remove the vestigial global enabled/env state from the messages bridge. Routing
is controlled per deployment by rust:true in the shared handler gate, so the
messages module never consulted the global toggle; drop it rather than leave a
no-op switch.

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* refactor(rust/messages): split Anthropic config into its own provider file and type the request/response contract

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* feat(messages): route eligible Azure Anthropic streaming through Rust via buffered fake-stream

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* fix(messages): fold system-role messages for Azure Anthropic and fall back to Python on Rust bridge errors

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* fix(rust_bridge): use Python::attach for amessages after pyo3 bump

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* test(proxy): mock get_configured_token_limits in model_info tests

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* ci: run rust_bridge unit tests in misc shard

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

* Revert "ci: run rust_bridge unit tests in misc shard"

This reverts commit c86d861a03.

* test(anthropic): move rust messages bridge tests into misc-shard dir

Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>

---------

Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>
2026-07-18 11:56:25 -07:00
devin-ai-integration[bot]
6d5f24fe0b
docs(litellm-rust): add provider coding standards (#33833)
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com>
2026-07-18 18:38:57 +00:00
yuneng-jiang
f3d20153b3
build(rust): raise pyo3 to 0.29 so the native bridge compiles on Python 3.14 (#33798)
pyo3 0.23.5 hard-caps the interpreter at Python 3.13, so building the
native bridge against a 3.14 interpreter aborts inside pyo3-ffi's build
script before anything links. This raises pyo3 and pyo3-async-runtimes
to 0.29 (currently the newest line, and the range starting at 0.26 that
supports 3.14) and migrates the three call sites whose APIs were renamed
across that range: Python::with_gil is now Python::attach and
Python::allow_threads is now Python::detach. On a GIL-enabled interpreter
those are pure renames with identical semantics, so behavior on 3.10
through 3.13 is unchanged

Verified by compiling the native module for cp313 and cp314 and driving
it directly on both interpreters: gil_stats reports exactly one GIL
release per sync OCR call and the async path completes, matching the
0.23.5 baseline. cargo fmt, clippy, and the workspace tests pass on both
3.13 and 3.14 with the lockfile locked, and the lock churn is confined to
the pyo3 crates

Part of #26343; addresses the pyo3 build failure reported in #33116
2026-07-18 00:40:15 +00:00
ishaan-berri
bdafc9a008
feat(ocr): thin Rust OCR Python bridge (#31368)
* feat(ocr): thin Rust OCR Python bridge

* refactor(rust): group provider routing helpers
2026-06-25 18:42:59 -07:00
Mateo Wang
e0e920d80e
feat(mistral): support Mistral OCR 4 (mistral-ocr-4-0) (#31353)
* feat(mistral): support Mistral OCR 4 (mistral-ocr-4-0)

Add the mistral/mistral-ocr-4-0 model to the cost map and reprice
mistral/mistral-ocr-latest, which now resolves to OCR 4 server-side,
at $4 / 1000 pages. Add the include_blocks param so callers can request
OCR 4's paragraph-level bounding boxes and typed content blocks.

OCR 4's new per-page response fields (blocks, confidence_scores, tables,
hyperlinks, header, footer) already pass through transform_ocr_response
via the extra="allow" config on OCRPage; add a regression test pinning
that behavior alongside cost and param coverage.

* fix(mistral): revert unverified OCR 4 annotation_cost_per_page bump

Mistral's published OCR 4 pricing lists $4/1000 pages for the API and no
separate annotation rate; the $5/1000 figure is the distinct Document AI
(Studio) tier. The earlier 0.003 -> 0.005 bump on annotation_cost_per_page
had no cited source, and ocr_cost() never reads that field (it bills off
ocr_cost_per_page), so the value is documentation-only.

Revert annotation_cost_per_page to the existing 0.003 convention for both
mistral-ocr-latest and mistral-ocr-4-0, keeping only the verified, tested
ocr_cost_per_page: 0.004 change.

* fix(mistral): set OCR 4 annotation_cost_per_page to verified $5/1000 rate

Verified against Mistral's authoritative sources: the pricing page, the
OCR 4 announcement, and the ocr-4-0 model card all list OCR 4 at $4/1000
pages for basic OCR and $5/1000 for annotated pages (Document AI). The
$5/1000 figure is the annotated-pages rate, which is exactly what
annotation_cost_per_page encodes, mirroring the original OCR entry's
0.001 basic / 0.003 annotated split.

Restore annotation_cost_per_page to 0.005 for mistral-ocr-latest and
mistral-ocr-4-0; the earlier revert to 0.003 was based on an incomplete
reading that treated Document AI as a separate product. ocr_cost_per_page
stays 0.004, which is the value billed by ocr_cost().

* fix(mistral-rust): include_blocks in Rust OCR supported params

---------

Co-authored-by: Cursor Agent <cursoragent@cursor.com>
2026-06-25 16:42:37 -07:00
ishaan-berri
62f93a3343
feat: add Rust OCR providers (#31272)
* feat: port OCR providers to Rust gateway

* chore(deps): update langgraph checkpoint lock

* ci: scope ruff format check to changed files

* ci: fix OCR lint and patch coverage

* fix(ocr): block mapped IPv6 fetch targets

* test(ocr): include rust bridge coverage in OCR shard

* ci: rerun responses shard
2026-06-25 15:12:30 -07:00
ishaan-berri
a2d04ccdbb
ci: harden cargo fetches during maturin builds (#31348) 2026-06-25 14:31:05 -07:00
ishaan-berri
d8ef1da49d
feat: package Rust OCR bridge in LiteLLM wheel (#31267)
* feat: package rust ocr bridge in litellm wheel

* Install Rust in Windows CircleCI job

* Address Rust wheel review feedback

* Pin Windows rustup installer hash
2026-06-25 12:32:55 -07:00