Commit Graph

81 Commits

Author SHA1 Message Date
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
Ettore Di Giacinto
cf747bcdec feat: extract output with regexes from LLMs (#3491)
* feat: extract output with regexes from LLMs

This changset adds `extract_regex` to the LLM config. It is a list of
regexes that can match output and will be used to re extract text from
the LLM output. This is particularly useful for LLMs which outputs final
results into tags.

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

* Add tests, enhance output in case of configuration error

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-09-13 13:27:36 +02:00
Dave
300f2779e4 fix: speedup and improve cachability of docker build of builder-sd (#3430)
fix: speedup and improve cachability of docker build of `builder-sd` (#3430)
---------

Signed-off-by: Dave Lee <dave@gray101.com>
2024-09-10 08:57:16 +02:00
Dave
c2804c42fe fix: untangle pkg/grpc and core/schema for Transcription (#3419)
untangle pkg/grpc and core/schema in Transcribe

Signed-off-by: Dave Lee <dave@gray101.com>
2024-09-02 15:48:53 +02:00
Ettore Di Giacinto
da3bc8077d fix(tts): check error before inspecting result (#3415)
Otherwise we panic when a res is nil

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-08-27 17:35:16 +02:00