Commit Graph

8 Commits

Author SHA1 Message Date
Andreas Egli
af83518532 feat: support word-level timestamps for faster-whisper (#9621)
Signed-off-by: Andreas Egli <github@kharan.ch>
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2026-05-06 00:32:52 +02:00
Ettore Di Giacinto
87e6de1989 feat: wire transcription for llama.cpp, add streaming support (#9353)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-04-14 16:13:40 +02:00
Dream
10a1e6c74d feat(whisperx): add whisperx backend for transcription with speaker diarization (#8299)
* feat(proto): add speaker field to TranscriptSegment for diarization

Add speaker field to the gRPC TranscriptSegment message and map it
through the Go schema, enabling backends to return speaker labels.

Signed-off-by: eureka928 <meobius123@gmail.com>

* feat(whisperx): add whisperx backend for transcription with diarization

Add Python gRPC backend using WhisperX for speech-to-text with
word-level timestamps, forced alignment, and speaker diarization
via pyannote-audio when HF_TOKEN is provided.

Signed-off-by: eureka928 <meobius123@gmail.com>

* feat(whisperx): register whisperx backend in Makefile

Signed-off-by: eureka928 <meobius123@gmail.com>

* feat(whisperx): add whisperx meta and image entries to index.yaml

Signed-off-by: eureka928 <meobius123@gmail.com>

* ci(whisperx): add build matrix entries for CPU, CUDA 12/13, and ROCm

Signed-off-by: eureka928 <meobius123@gmail.com>

* fix(whisperx): unpin torch versions and use CPU index for cpu requirements

Address review feedback:
- Use --extra-index-url for CPU torch wheels to reduce size
- Remove torch version pins, let uv resolve compatible versions

Signed-off-by: eureka928 <meobius123@gmail.com>

* fix(whisperx): pin torch ROCm variant to fix CI build failure

Signed-off-by: eureka928 <meobius123@gmail.com>

* fix(whisperx): pin torch CPU variant to fix uv resolution failure

Pin torch==2.8.0+cpu so uv resolves the CPU wheel from the extra
index instead of picking torch==2.8.0+cu128 from PyPI, which pulls
unresolvable CUDA dependencies.

Signed-off-by: eureka928 <meobius123@gmail.com>

* fix(whisperx): use unsafe-best-match index strategy to fix uv resolution failure

uv's default first-match strategy finds torch on PyPI before checking
the extra index, causing it to pick torch==2.8.0+cu128 instead of the
CPU variant. This makes whisperx's transitive torch dependency
unresolvable. Using unsafe-best-match lets uv consider all indexes.

Signed-off-by: eureka928 <meobius123@gmail.com>

* fix(whisperx): drop +cpu local version suffix to fix uv resolution failure

PEP 440 ==2.8.0 matches 2.8.0+cpu from the extra index, avoiding the
issue where uv cannot locate an explicit +cpu local version specifier.
This aligns with the pattern used by all other CPU backends.

Signed-off-by: eureka928 <meobius123@gmail.com>

* fix(backends): drop +rocm local version suffixes from hipblas requirements to fix uv resolution

uv cannot resolve PEP 440 local version specifiers (e.g. +rocm6.4,
+rocm6.3) in pinned requirements. The --extra-index-url already points
to the correct ROCm wheel index and --index-strategy unsafe-best-match
(set in libbackend.sh) ensures the ROCm variant is preferred.

Applies the same fix as 7f5d72e8 (which resolved this for +cpu) across
all 14 hipblas requirements files.

Signed-off-by: eureka928 <meobius123@gmail.com>

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Signed-off-by: eureka928 <meobius123@gmail.com>

* revert: scope hipblas suffix fix to whisperx only

Reverts changes to non-whisperx hipblas requirements files per
maintainer review — other backends are building fine with the +rocm
local version suffix.

Signed-off-by: eureka928 <meobius123@gmail.com>

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Signed-off-by: eureka928 <meobius123@gmail.com>

---------

Signed-off-by: eureka928 <meobius123@gmail.com>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
2026-02-02 16:33:12 +01:00
Andres
b6459ddd57 feat(api): Add transcribe response format request parameter & adjust STT backends (#8318)
* WIP response format implementation for audio transcriptions

(cherry picked from commit e271dd764bbc13846accf3beb8b6522153aa276f)
Signed-off-by: Andres Smith <andressmithdev@pm.me>

* Rework transcript response_format and add more formats

(cherry picked from commit 6a93a8f63e2ee5726bca2980b0c9cf4ef8b7aeb8)
Signed-off-by: Andres Smith <andressmithdev@pm.me>

* Add test and replace go-openai package with official openai go client

(cherry picked from commit f25d1a04e46526429c89db4c739e1e65942ca893)
Signed-off-by: Andres Smith <andressmithdev@pm.me>

* Fix faster-whisper backend and refactor transcription formatting to also work on CLI

Signed-off-by: Andres Smith <andressmithdev@pm.me>
(cherry picked from commit 69a93977d5e113eb7172bd85a0f918592d3d2168)
Signed-off-by: Andres Smith <andressmithdev@pm.me>

---------

Signed-off-by: Andres Smith <andressmithdev@pm.me>
Co-authored-by: nanoandrew4 <nanoandrew4@gmail.com>
Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2026-02-01 17:33:17 +01:00
Dave
3cddf24747 feat: Centralized Request Processing middleware (#3847)
* squash past, centralize request middleware PR

Signed-off-by: Dave Lee <dave@gray101.com>

* migrate bruno request files to examples repo

Signed-off-by: Dave Lee <dave@gray101.com>

* fix

Signed-off-by: Dave Lee <dave@gray101.com>

* Update tests/e2e-aio/e2e_test.go

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>

---------

Signed-off-by: Dave Lee <dave@gray101.com>
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2025-02-10 12:06:16 +01:00
Dave
c4f958e11b refactor(application): introduce application global state (#2072)
* start breaking up the giant channel refactor now that it's better understood - easier to merge bites

Signed-off-by: Dave Lee <dave@gray101.com>

* add concurrency and base64 back in, along with new base64 tests.

Signed-off-by: Dave Lee <dave@gray101.com>

* Automatic rename of whisper.go's Result to TranscriptResult

Signed-off-by: Dave Lee <dave@gray101.com>

* remove pkg/concurrency - significant changes coming in split 2

Signed-off-by: Dave Lee <dave@gray101.com>

* fix comments

Signed-off-by: Dave Lee <dave@gray101.com>

* add list_model service as another low-risk service to get it out of the way

Signed-off-by: Dave Lee <dave@gray101.com>

* split backend config loader into seperate file from the actual config struct. No changes yet, just reduce cognative load with smaller files of logical blocks

Signed-off-by: Dave Lee <dave@gray101.com>

* rename state.go ==> application.go

Signed-off-by: Dave Lee <dave@gray101.com>

* fix lost import?

Signed-off-by: Dave Lee <dave@gray101.com>

---------

Signed-off-by: Dave Lee <dave@gray101.com>
2024-04-29 17:42:37 +00:00
Ettore Di Giacinto
af9e5a2d05 Revert #1963 (#2056)
* Revert "fix(fncall): fix regression introduced in #1963 (#2048)"

This reverts commit 6b06d4e0af.

* Revert "fix: action-tmate back to upstream, dead code removal (#2038)"

This reverts commit fdec8a9d00.

* Revert "feat(grpc): return consumed token count and update response accordingly (#2035)"

This reverts commit e843d7df0e.

* Revert "refactor: backend/service split, channel-based llm flow (#1963)"

This reverts commit eed5706994.

* feat(grpc): return consumed token count and update response accordingly

Fixes: #1920

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-04-17 23:33:49 +02:00
Dave
eed5706994 refactor: backend/service split, channel-based llm flow (#1963)
Refactor: channel based llm flow and services split

---------

Signed-off-by: Dave Lee <dave@gray101.com>
2024-04-13 09:45:34 +02:00