Commit Graph

85 Commits

Author SHA1 Message Date
Gregory Mariani
745c31e013 feat(inpainting): add inpainting endpoint, wire ImageGenerationFunc and return generated image URL (#7328)
feat(inpainting): add inpainting endpoint with automatic model selection

Signed-off-by: Greg <marianigregory@pm.me>
2025-11-24 21:13:54 +01:00
Ettore Di Giacinto
d7f9f3ac93 feat: add support to logitbias and logprobs (#7283)
* feat: add support to logprobs in results

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

* feat: add support to logitbias

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-11-16 13:27:36 +01:00
Ettore Di Giacinto
735ca757fa feat(ui): allow to cancel ops (#7264)
* feat(ui): allow to cancel ops

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

* Improve progress text

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

* Cancel queued ops, don't show up message cancellation always

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

* fix: fixup displaying of total progress over multiple files

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-11-13 18:41:47 +01:00
Ettore Di Giacinto
02cc8cbcaa feat(llama.cpp): consolidate options and respect tokenizer template when enabled (#7120)
* feat(llama.cpp): expose env vars as options for consistency

This allows to configure everything in the YAML file of the model rather
than have global configurations

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

* feat(llama.cpp): respect usetokenizertemplate and use llama.cpp templating system to process messages

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

* WIP

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

* Detect template exists if use tokenizer template is enabled

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

* Better recognization of chat

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

* Fixes to support tool calls while using templates from tokenizer

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

* Fixups

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

* Drop template guessing, fix passing tools to tokenizer

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

* Extract grammar and other options from chat template, add schema struct

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

* WIP

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

* WIP

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

* Automatically set use_jinja

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

* Cleanups, identify by default gguf models for chat

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

* Update docs

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-11-07 21:23:50 +01:00
Ettore Di Giacinto
cd1e1124ea fix(llama.cpp): correctly set grammar triggers (#6432)
* fix(llama.cpp): correctly set grammar triggers

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

* Do not enable lazy by default

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-10-10 19:50:17 +02:00
Ettore Di Giacinto
60b6472fa0 feat: Add Agentic MCP support with a new chat/completion endpoint (#6381)
* WIP - add endpoint

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

* Rename

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

* Wire the Completion API

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

* Try to make it functional

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

* Almost functional

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

* Bump golang versions used in tests

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

* Add description of the tool

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

* Make it working

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

* Small optimizations

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

* Cleanup/refactor

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

* Update docs

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-10-05 17:51:41 +02:00
Richard Palethorpe
37f5e4f5c1 feat(whisper): Add diarization (tinydiarize) (#6184)
Signed-off-by: Richard Palethorpe <io@richiejp.com>
2025-09-10 19:09:28 +02:00
Ettore Di Giacinto
739573e41b feat(flash_attention): set auto for flash_attention in llama.cpp (#6168)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-08-31 17:59:09 +02:00
Ettore Di Giacinto
79a41a5e07 fix: register backends to model-loader during installation (#6159)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-08-28 19:11:02 +02:00
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
089efe05fd feat(backends): add system backend, refactor (#6059)
- Add a system backend path
- Refactor and consolidate system information in system state
- Use system state in all the components to figure out the system paths
  to used whenever needed
- Refactor BackendConfig -> ModelConfig. This was otherway misleading as
  now we do have a backend configuration which is not the model config.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-08-14 19:38:26 +02:00
Ettore Di Giacinto
3d22bfc27c feat(stablediffusion-ggml): add support to ref images (flux Kontext) (#5935)
* feat(stablediffusion-ggml): add support to ref images

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

* Add it to the model gallery

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-07-30 22:42:34 +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
b29544d747 feat: split piper from main binary (#5858)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-07-19 08:31:33 +02:00
Ettore Di Giacinto
33f9ee06c9 fix(gallery): automatically install model from name (#5757)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-06-29 17:42:58 +02:00
Ettore Di Giacinto
dfadc3696e feat(llama.cpp): allow to set kv-overrides (#5745)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-06-28 21:26:07 +02:00
Ettore Di Giacinto
bb54f2da2b feat(gallery): automatically install missing backends along models (#5736)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-06-27 18:25:44 +02:00
Ettore Di Giacinto
3bac4724ac fix(streaming): stream complete runes (#5539)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-05-31 08:48:05 +02:00
Richard Palethorpe
bf6426aef2 feat: Realtime API support reboot (#5392)
* feat(realtime): Initial Realtime API implementation

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

* chore: go mod tidy

Signed-off-by: Richard Palethorpe <io@richiejp.com>

* feat: Implement transcription only mode for realtime API

Reduce the scope of the real time API for the initial realease and make
transcription only mode functional.

Signed-off-by: Richard Palethorpe <io@richiejp.com>

* chore(build): Build backends on a separate layer to speed up core only changes

Signed-off-by: Richard Palethorpe <io@richiejp.com>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Signed-off-by: Richard Palethorpe <io@richiejp.com>
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
2025-05-25 22:25:05 +02:00
Ettore Di Giacinto
3b0cf52f6a feat(llama.cpp): add reranking (#5396)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-05-22 21:49:30 +02:00
Ettore Di Giacinto
b2f9fc870b chore(defaults): enlarge defaults, drop gpu layers which is infered (#5308)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-05-03 18:44:51 +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
Ettore Di Giacinto
61cc76c455 chore(autogptq): drop archived backend (#5214)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-04-19 15:52:29 +02:00
Ettore Di Giacinto
2c425e9c69 feat(loader): enhance single active backend by treating as singleton (#5107)
feat(loader): enhance single active backend by treating at singleton

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-04-01 20:58:11 +02:00
Ettore Di Giacinto
67f7bffd18 chore(deps): update llama.cpp and sync with upstream changes (#4950)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-03-06 00:40:58 +01:00
Ettore Di Giacinto
a7b4001b75 feat: allow to specify a reply prefix (#4931)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-03-02 16:07:32 +01:00
Brandon Beiler
6a6e1a0ea9 feat(vllm): Additional vLLM config options (Disable logging, dtype, and Per-Prompt media limits) (#4855)
* Adding the following vLLM config options: disable_log_status, dtype, limit_mm_per_prompt

Signed-off-by: TheDropZone <brandonbeiler@gmail.com>

* using " marks in the config.yaml file

Signed-off-by: TheDropZone <brandonbeiler@gmail.com>

* adding in missing colon

Signed-off-by: TheDropZone <brandonbeiler@gmail.com>

---------

Signed-off-by: TheDropZone <brandonbeiler@gmail.com>
2025-02-18 19:27:58 +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
Shraddha
03974a4dd4 feat: tokenization with llama.cpp (#4724)
feat: tokenization

Signed-off-by: shraddhazpy <shraddha@shraddhafive.in>
2025-02-02 17:39:43 +00:00
Ettore Di Giacinto
1d6afbd65d feat(llama.cpp): Add support to grammar triggers (#4733)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-02-02 13:25:03 +01:00
mintyleaf
96f8ec0402 feat: add machine tag and inference timings (#4577)
* Add machine tag option, add extraUsage option, grpc-server -> proto -> endpoint extraUsage data is broken for now

Signed-off-by: mintyleaf <mintyleafdev@gmail.com>

* remove redurant timing fields, fix not working timings output

Signed-off-by: mintyleaf <mintyleafdev@gmail.com>

* use middleware for Machine-Tag only if tag is specified

Signed-off-by: mintyleaf <mintyleafdev@gmail.com>

---------

Signed-off-by: mintyleaf <mintyleafdev@gmail.com>
2025-01-17 17:05:58 +01:00
Ettore Di Giacinto
7d0ac1ea3f chore(vall-e-x): Drop backend (#4619)
There are many new architectures that are SOTA and replaces vall-e-x
nowadays.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-01-17 09:35:10 +01:00
mintyleaf
2bc4b56a79 feat: stream tokens usage (#4415)
* Use pb.Reply instead of []byte with Reply.GetMessage() in llama grpc to get the proper usage data in reply streaming mode at the last [DONE] frame

* Fix 'hang' on empty message from the start

Seems like that empty message marker trick was unnecessary

---------

Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2024-12-18 09:48:50 +01:00
Ettore Di Giacinto
f943c4b803 Revert "feat: include tokens usage for streamed output" (#4336)
Revert "feat: include tokens usage for streamed output (#4282)"

This reverts commit 0d6c3a7d57.
2024-12-08 17:53:36 +01:00
Ettore Di Giacinto
d4c1746c7d feat(llama.cpp): expose cache_type_k and cache_type_v for quant of kv cache (#4329)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-12-06 10:23:59 +01:00
Ettore Di Giacinto
44a5dac312 feat(backend): add stablediffusion-ggml (#4289)
* feat(backend): add stablediffusion-ggml

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

* chore(ci): track stablediffusion-ggml

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

* fixups

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

* Use default scheduler and sampler if not specified

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

* fixups

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

* Move cfg scale out of diffusers block

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

* Make it working

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

* fix: set free_params_immediately to false to call the model in sequence

https://github.com/leejet/stable-diffusion.cpp/issues/366

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-12-03 22:41:22 +01:00
mintyleaf
0d6c3a7d57 feat: include tokens usage for streamed output (#4282)
Use pb.Reply instead of []byte with Reply.GetMessage() in llama grpc to get the proper usage data in reply streaming mode at the last [DONE] frame

Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2024-11-28 14:47:56 +01:00
Ettore Di Giacinto
6daef00d30 chore(refactor): drop unnecessary code in loader (#4096)
* chore: simplify passing options to ModelOptions

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

* chore(refactor): do not expose internal backend Loader

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-11-08 21:54:25 +01:00
Ettore Di Giacinto
e2a8dd64db fix(tts): correctly pass backend config when generating model options (#4091)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-11-07 18:30:22 +01:00
Ettore Di Giacinto
947224b952 feat(diffusers): allow multiple lora adapters (#4081)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-11-05 15:14:33 +01:00
Ettore Di Giacinto
ae1ec4e096 feat(vllm): expose 'load_format' (#3943)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-10-23 15:34:57 +02:00
Ettore Di Giacinto
d5da8c3509 feat(templates): extract text from multimodal requests (#3866)
When offloading template construction to the backend, we want to keep
text around in case of multimodal requests.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-10-17 17:33:50 +02:00
Ettore Di Giacinto
3acd767ac4 chore: simplify model loading (#3715)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-10-02 08:59:06 +02:00
Shraddha
5488fc3bc1 feat: tokenization endpoint (#3710)
endpoint to access the tokenizer

Signed-off-by: shraddhazpy <shraddha@shraddhafive.in>
Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
Co-authored-by: Dave <dave@gray101.com>
2024-10-02 08:56:18 +02:00
Ettore Di Giacinto
0965c6cd68 feat: track internally started models by ID (#3693)
* chore(refactor): track internally started models by ID

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

* Just extend options, no need to copy

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

* Improve debugging for rerankers failures

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

* Simplify model loading with rerankers

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

* Be more consistent when generating model options

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

* Uncommitted code

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

* Make deleteProcess more idiomatic

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

* Adapt CLI for sound generation

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

* Fixup threads definition

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

* Handle corner case where c.Seed is nil

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

* Consistently use ModelOptions

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

* Adapt new code to refactoring

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: Dave <dave@gray101.com>
2024-10-02 08:55:58 +02:00
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
Sertaç Özercan
ee21b00a8d feat: auto load into memory on startup (#3627)
Signed-off-by: Sertac Ozercan <sozercan@gmail.com>
2024-09-22 10:03:30 +02:00
Ettore Di Giacinto
191bc2e50a feat(api): allow to pass audios to backends (#3603)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-09-19 12:26:53 +02:00
Ettore Di Giacinto
fbb9facda4 feat(api): allow to pass videos to backends (#3601)
This prepares the API to receive videos as well for video understanding.

It works similarly to images, where the request should be in the form:

{
 "type": "video_url",
 "video_url": { "url": "url or base64 data" }
}

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-09-19 11:21:59 +02:00