Commit Graph

16 Commits

Author SHA1 Message Date
Ettore Di Giacinto
ee96e5e08d chore: refactor endpoints to use same inferencing path, add automatic retrial mechanism in case of errors (#9029)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-03-16 21:31:02 +01:00
Ettore Di Giacinto
b2f81bfa2e feat(functions): add peg-based parsing and allow backends to return tool calls directly (#8838)
* feat(functions): add peg-based parsing

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

* feat: support returning toolcalls directly from backends

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

* chore: do run PEG only if backend didn't send deltas

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-03-08 22:21:57 +01:00
Ettore Di Giacinto
580517f9db feat: pass-by metadata to predict options (#8795)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-03-05 22:50:10 +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
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
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
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
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
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
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
Sertaç Özercan
5866fc8ded chore: fix go.mod module (#2635)
Signed-off-by: Sertac Ozercan <sozercan@gmail.com>
2024-06-23 08:24:36 +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
Ludovic Leroux
12c0d9443e feat: use tokenizer.apply_chat_template() in vLLM (#1990)
Use tokenizer.apply_chat_template() in vLLM

Signed-off-by: Ludovic LEROUX <ludovic@inpher.io>
2024-04-11 19:20:22 +02:00
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