Commit Graph

25 Commits

Author SHA1 Message Date
Ettore Di Giacinto
a026277ab9 feat(mlx-distributed): add new MLX-distributed backend (#8801)
* feat(mlx-distributed): add new MLX-distributed backend

Add new MLX distributed backend with support for both TCP and RDMA for
model sharding.

This implementation ties in the discovery implementation already in
place, and re-uses the same P2P mechanism for the TCP MLX-distributed
inferencing.

The Auto-parallel implementation is inspired by Exo's
ones (who have been added to acknowledgement for the great work!)

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

* expose a CLI to facilitate backend starting

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

* feat: make manual rank0 configurable via model configs

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

* Add missing features from mlx backend

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

* Apply suggestion from @mudler

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2026-03-09 17:29:32 +01:00
Ettore Di Giacinto
983db7bedc feat(ui): add model size estimation (#8684)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-02-28 23:03:47 +01:00
Copilot
3ac7301f31 Add sample_rate support to TTS API via post-processing resampling (#8650)
* Initial plan

* Add TTS sample_rate support via AudioResample post-processing

Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
2026-02-25 16:36:27 +01:00
Ettore Di Giacinto
68dd9765a0 feat(tts): add support for streaming mode (#8291)
* feat(tts): add support for streaming mode

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

* Send first audio, make sure it's 16

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-01-30 11:58:01 +01:00
Ettore Di Giacinto
50f9c9a058 feat(watchdog): add Memory resource reclaimer (#7583)
* feat(watchdog): add GPU reclaimer

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

* Handle vram calculation for unified memory devices

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

* Support RAM eviction, set watchdog interval from runtime settings

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-12-16 09:15:18 +01:00
Ettore Di Giacinto
3728552e94 feat: import models via URI (#7245)
* feat: initial hook to install elements directly

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

* WIP: ui changes

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

* Move HF api client to pkg

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

* Add simple importer for gguf files

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

* Add opcache

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

* wire importers to CLI

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

* Add omitempty to config fields

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

* Fix tests

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

* Add MLX importer

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

* Small refactors to star to use HF for discovery

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

* Add tests

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

* Common preferences

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

* Add support to bare HF repos

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

* feat(importer/llama.cpp): add support for mmproj files

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

* add mmproj quants to common preferences

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

* Fix vlm usage in tokenizer mode with llama.cpp

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-11-12 20:48:56 +01:00
Gregory Mariani
4408ed4f88 feat(api): OpenAI video create enpoint integration (#6777)
* feat: add OpenAI-compatible /v1/videos endpoint

- Add VideoEndpoint handler with OpenAI request mapping
- Add MapOpenAIToVideo function to convert OpenAI format to LocalAI VideoRequest
- Add Swagger documentation for API endpoint
- Add Ginkgo unit tests for mapping logic
- Add Ginkgo integration test with embedded fake backend

Signed-off-by: Greg <marianigregory@pm.me>

* Apply suggestion from @mudler

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

* Apply suggestion from @mudler

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

* Apply suggestion from @mudler

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

* Apply suggestion from @mudler

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

* Apply suggestion from @mudler

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

* Apply suggestion from @mudler

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

---------

Signed-off-by: Greg <marianigregory@pm.me>
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2025-10-27 10:06:57 +01:00
Ettore Di Giacinto
9621edb4c5 feat(diffusers): add support for wan2.2 (#6153)
* feat(diffusers): add support for wan2.2

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

* chore(ci): use ttl.sh for PRs

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

* Add ftfy deps

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

* Revert "chore(ci): use ttl.sh for PRs"

This reverts commit c9fc3ecf28.

* Simplify

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

* chore: do not pin torch/torchvision on cuda12

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-08-28 10:26:42 +02:00
Ettore Di Giacinto
9c7f92c81f feat(p2p): automatically sync installed models between instances (#6108)
* feat(p2p): sync models between federated nodes

This change makes sure that between federated nodes all the models are
synced with each other.

Note: this works exclusively with models belonging to a gallery. It does
not sync files between the nodes, but rather it synces the node setup.
E.g. All the nodes needs to have configured the same galleries and
install models without any local editing.

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

* Make nodes stable

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

* Fixups on syncing

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

* ui: improve p2p view

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-08-19 19:37:46 +02:00
Ettore Di Giacinto
949e5b9be8 feat(rfdetr): add object detection API (#5923)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-07-27 22:02:51 +02:00
Ettore Di Giacinto
98e5291afc feat: refactor build process, drop embedded backends (#5875)
* feat: split remaining backends and drop embedded backends

- Drop silero-vad, huggingface, and stores backend from embedded
  binaries
- Refactor Makefile and Dockerfile to avoid building grpc backends
- Drop golang code that was used to embed backends
- Simplify building by using goreleaser

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

* chore(gallery): be specific with llama-cpp backend templates

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

* chore(docs): update

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

* chore(ci): minor fixes

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

* chore: drop all ffmpeg references

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

* fix: run protogen-go

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

* Always enable p2p mode

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

* Update gorelease file

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

* fix(stores): do not always load

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

* Fix linting issues

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

* Simplify

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

* Mac OS fixup

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-07-22 16:31:04 +02:00
Ettore Di Giacinto
2c9279a542 feat(video-gen): add endpoint for video generation (#5247)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-04-26 18:05:01 +02:00
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
Ettore Di Giacinto
b1ea9318e6 feat(silero): add Silero-vad backend (#4204)
* feat(vad): add silero-vad backend (WIP)

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

* feat(vad): add API endpoint

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

* fix(vad): correctly place the onnxruntime libs

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

* chore(vad): hook silero-vad to binary and container builds

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

* feat(gRPC): register VAD Server

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

* fix(Makefile): consume ONNX_OS consistently

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

* fix(Makefile): handle macOS

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2024-11-20 14:48:40 +01:00
Ettore Di Giacinto
1770b92fb6 chore(api): return values from schema (#4153)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-11-14 14:12:29 +01:00
Arnaud A
65c3df392c feat(tts): Implement naive response_format for tts endpoint (#4035)
Signed-off-by: n-Arno <arnaud.alcabas@gmail.com>
2024-11-02 19:13:35 +00:00
siddimore
f84b55d1ef feat: Add Get Token Metrics to GRPC server (#3687)
* Add Get Token Metrics to GRPC server

Signed-off-by: Siddharth More <siddimore@gmail.com>

* Expose LocalAI endpoint

Signed-off-by: Siddharth More <siddimore@gmail.com>

---------

Signed-off-by: Siddharth More <siddimore@gmail.com>
2024-10-01 14:41:20 +02:00
Ettore Di Giacinto
a3d69872e3 feat(api): list loaded models in /system (#3661)
feat(api): list loaded models in /system

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-09-25 18:00:23 +02:00
Ettore Di Giacinto
791c3ace72 feat: add endpoint to list system informations (#3449)
* feat: add endpoint to list system informations

For now, it lists the available backends, but can be expanded later on
to include more system informations (such as GPU devices detected, RAM,
threads configured, and so on so forth).

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

* show also external backends

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

* add test

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-09-05 20:44:30 +02:00
Ettore Di Giacinto
6564e7ea01 docs(swagger): cover p2p endpoints (#2862)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-07-15 08:31:38 +02:00
Ettore Di Giacinto
fbd0a270b3 docs(swagger): comment LocalAI gallery endpoints and rerankers (#2854)
* docs(swagger): comment LocalAI gallery endpoints and rerankers

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

* Update core/http/endpoints/jina/rerank.go

Co-authored-by: Dave <dave@gray101.com>
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>

* Update core/http/endpoints/jina/rerank.go

Co-authored-by: Dave <dave@gray101.com>
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>

* Update core/http/endpoints/localai/gallery.go

Co-authored-by: Dave <dave@gray101.com>
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>

* Update core/http/endpoints/localai/gallery.go

Co-authored-by: Dave <dave@gray101.com>
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
Co-authored-by: Dave <dave@gray101.com>
2024-07-14 05:46:42 +02:00
Chakib Benziane
b99182c8d4 TTS API improvements (#2308)
* update doc on COQUI_LANGUAGE env variable

Signed-off-by: blob42 <contact@blob42.xyz>

* return errors from tts gRPC backend

Signed-off-by: blob42 <contact@blob42.xyz>

* handle speaker_id and language in coqui TTS backend

Signed-off-by: blob42 <contact@blob42.xyz>

* TTS endpoint: add optional language paramter

Signed-off-by: blob42 <contact@blob42.xyz>

* tts fix: empty language string breaks non-multilingual models

Signed-off-by: blob42 <contact@blob42.xyz>

* allow tts param definition in config file

- consolidate TTS options under `tts` config entry

Signed-off-by: blob42 <contact@blob42.xyz>

* tts: update doc

Signed-off-by: blob42 <contact@blob42.xyz>

---------

Signed-off-by: blob42 <contact@blob42.xyz>
Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2024-06-01 18:26:27 +00:00
Richard Palethorpe
643d85d2cc feat(stores): Vector store backend (#1795)
Add simple vector store backend

Signed-off-by: Richard Palethorpe <io@richiejp.com>
2024-03-22 21:14:04 +01:00
Ettore Di Giacinto
20136ca8b7 feat(tts): add Elevenlabs and OpenAI TTS compatibility layer (#1834)
* feat(elevenlabs): map elevenlabs API support to TTS

This allows elevenlabs Clients to work automatically with LocalAI by
supporting the elevenlabs API.

The elevenlabs server endpoint is implemented such as it is wired to the
TTS endpoints.

Fixes: https://github.com/mudler/LocalAI/issues/1809

* feat(openai/tts): compat layer with openai tts

Fixes: #1276

* fix: adapt tts CLI
2024-03-14 23:08:34 +01:00
Dave
1c312685aa refactor: move remaining api packages to core (#1731)
* core 1

* api/openai/files fix

* core 2 - core/config

* move over core api.go and tests to the start of core/http

* move over localai specific endpoints to core/http, begin the service/endpoint split there

* refactor big chunk on the plane

* refactor chunk 2 on plane, next step: port and modify changes to request.go

* easy fixes for request.go, major changes not done yet

* lintfix

* json tag lintfix?

* gitignore and .keep files

* strange fix attempt: rename the config dir?
2024-03-01 16:19:53 +01:00