Commit Graph

54 Commits

Author SHA1 Message Date
Richard Palethorpe
5d0c43ec6e feat(realtime): Semantic VAD EOU token (#10444)
* feat(realtime): EOU-driven semantic_vad turn detection

Add a `semantic_vad` turn-detection mode to the realtime API that feeds
the transcription model live and decides "the user finished speaking"
from the `<EOU>` end-of-utterance token rather than from silence alone.
When EOU fires the turn commits immediately (~0.3s); otherwise it falls
back to an eagerness-scaled silence threshold (low/med/high = 8/4/2s).

Plumbing, bottom to top:

- proto: `AudioTranscriptionLive` bidirectional RPC (config-first oneof,
  mono float PCM @16k, ready-ack / Unimplemented degrade signal) plus
  `TranscriptResult.eou` for the unary retranscribe gate.
- pkg/grpc: client/server/base/embed scaffolding for the bidi stream,
  modeled on AudioTransformStream; release stream conns on terminal Recv.
- parakeet-cpp: live transcription RPC with per-C-call engine locking
  (one live stream per turn, finalize+free at commit); bump parakeet.cpp
  to ABI v5 — incremental StreamingMel (no more quadratic per-feed mel
  recompute that delayed EOU on long turns) and the <EOU>/<EOB> split;
  strip the literal <EOU>/<EOB> from offline text and set Eou.
- core/backend: LiveTranscriptionSession wrapper + pipeline
  `turn_detection:` config block (type/eagerness/retranscribe).
- realtime: semantic_vad integration — live input captions streamed as
  transcription deltas while the user speaks, EOU-immediate commit with
  eagerness fallback, optional retranscribe gate (batch re-decode must
  also end in <EOU> to confirm), clause synthesis off the LLM token
  callback, and per-turn live-transcription / model_load telemetry.
- UI: show the realtime pipeline components as a vertical list.

Docs and tests included; opt-in via the pipeline YAML or per-session
`session.update`. Non-streaming STT backends degrade to silence-only.

Assisted-by: Claude Code:claude-opus-4-8 [Read] [Edit] [Write] [Bash]
Assisted-by: Claude Code:claude-fable-5 [Read] [Edit] [Bash]
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* feat(realtime): explicit formally-verified state machines + parakeet streaming driver

The realtime API had several implicit state machines whose state was inferred
from scattered booleans, channels, and five separate mutexes, leaving
illegal/inconsistent states reachable. Make them explicit and keep the
implementation in step with a formal design; rework the parakeet streaming
backend along the same lines.

Realtime state machines (M1-M5). Each is a sealed sum-type State/Event/Effect
with a total, pure Next(state,event)->(state,[]effect) behind a single-writer
Coordinator:

  M1 conncoord    connection lifecycle: VAD toggle + once-only teardown
                  (replaces vadServerStarted + a `done` channel closed from
                  two sites).
  M2 turncoord    turn detection: collapses speechStarted and the live-stream
                  "turn open" flag into one state, so discardTurn can no longer
                  desync them and suppress the next onset.
  M3 respcoord    response coordination: serializes the dual-writer
                  start/cancel so at most one response is live; one
                  response.done per response.create.
  M4 compactcoord conversation compaction: single-flight (replaces the
                  `compacting atomic.Bool` CAS).
  M5 ttscoord     TTS pipeline: open->closing->closed, idempotent wait(),
                  rejects enqueue-after-close (was a silent drop).

The Coordinator/Sink/Next plumbing — only the sealed types and Next differed
per machine — is extracted once into core/http/endpoints/openai/coordinator as
a generic Coordinator[S,E,F]; each machine keeps its public API via type
aliases, so no sink, call-site, or test moved.

Hierarchy. session_lifecycle.fizz models M1 as the parent region with its
children (M2/M3/M4) as one statechart and asserts ChildrenDieWithParent (conn
torn => all children terminal, none start after teardown). respcoord and
compactcoord gain an absorbing Terminated state + Shutdown event; conncoord's
teardown drives the children terminal. This closes a compaction teardown gap: a
fire-and-forget compaction could outlive a torn session — compactionSink now
takes a session-scoped cancellable context + WaitGroup and joins the in-flight
summarize+evict on shutdown.

Formal verification. formal-verification/ holds one authoritative FizzBee spec
per machine plus the composition spec, each with an always-assertion and a
documented one-line edit that makes the checker fail (verified non-vacuous).
scripts/realtime-conformance.sh is fail-closed: all Go conformance suites under
-race AND a model-check of every .fizz spec; a missing FizzBee is a hard error
(only the loud REALTIME_CONFORMANCE_SKIP_FIZZBEE=1 bypasses it, never in CI).
FizzBee is pinned by sha256 and installed via scripts/install-fizzbee.sh into
.tools/ (gitignored). Wired as make test-realtime-conformance, a CI workflow,
and a pre-commit path filter. Go conformance tests are Ginkgo/Gomega (per the
repo's forbidigo lint): transition tables + fixed-seed property walks +
concurrent/-race specs, no rapid dependency. Design map:
docs/design/realtime-state-machines.md.

Parakeet streaming backend. The same treatment applied to the parakeet-cpp
streaming paths:
- AudioTranscriptionStream returns codes.Unimplemented for non-streaming models
  instead of decoding offline and emitting it as one delta + final. A client
  that asked for streaming learns the model cannot stream rather than receiving
  a batch result shaped like a stream. New grpcerrors.StreamTranscriptionUnsupported
  carries that signal; the HTTP /v1/audio/transcriptions stream path surfaces it
  as an SSE error event. Mirrors AudioTranscriptionLive, which already did this.
- utteranceBoundary (boundary.go): a single definition of the end-of-utterance
  latch, replacing three open-coded finalEou toggles. Modelled as a two-valued
  type so illegal states are unrepresentable.
- Shared decode driver (driver.go): streamFeedResult (one per-feed event) +
  feedChunk (hides the ABI v4 JSON vs text-only split) + feedSlices + flushTail.
  The feed loop is written once.
- AudioTranscriptionLive becomes a bidi adapter: it streams the per-feed
  {delta,eou,eob,words} the realtime turn detector consumes and a terminal
  FinalResult carrying only Text. Segments/duration/eou are offline-only and no
  longer produced (nor read) on the live path; liveTraceState drops the terminal
  eou and keeps the per-feed eou_events count.
- AudioTranscriptionStream + streamJSON merge into one driver-based function;
  streamSegmenter is generalized to the unified event with a text-only fallback
  that preserves the legacy (no-words) library's per-utterance segmentation.

Verified: build/vet/gofumpt clean, golangci-lint 0 issues, all coordinator and
parakeet packages under -race, the fail-closed conformance gate green, and
make test-realtime (12 e2e WS+WebRTC).

Assisted-by: Claude:claude-opus-4-8 [Claude Code]
Signed-off-by: Richard Palethorpe <io@richiejp.com>

---------

Signed-off-by: Richard Palethorpe <io@richiejp.com>
2026-06-30 09:01:22 +02:00
LocalAI [bot]
5b3572f8b8 feat(macos): sign and notarize the DMG, app, and server binary (#10510)
Produce a Gatekeeper-clean macOS distribution with no user workaround:

- Launcher DMG + the LocalAI.app inside it are built via fyne, codesigned
  with the Developer ID under the hardened runtime, then the DMG is signed,
  notarized (notarytool) and stapled. Replaces macos-dmg-creator (which had
  no signing hook) with fyne package + hdiutil so we control the .app before
  packaging.
- The bare local-ai darwin server binary is signed + notarized via
  GoReleaser's native notarize block (quill backend, runs on Linux).
- All signing is gated on secrets being present, so forks/PRs/local builds
  stay unsigned and green (contrib/macos/sign-and-notarize.sh no-ops).
- Add hardened-runtime entitlements and FyneApp.toml for deterministic
  packaging; update macOS install docs to drop the quarantine workaround.

Assisted-by: Claude:claude-opus-4-8 [Claude Code]

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
2026-06-26 12:45:51 +02:00
LocalAI [bot]
95b058e1c5 feat(ui): restructure Cluster Nodes view (pulse + panel roster + detail page) (#10447)
* chore: gitignore SDD scratch directory

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Assisted-by: Claude:claude-opus-4-8 [Claude Code]

* feat(nodes): add GET /api/nodes/models cluster-wide loaded-models endpoint

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Assisted-by: Claude:claude-opus-4-8 [Claude Code]

* feat(ui): add nodesApi.allModels() for cluster-wide model roster

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Assisted-by: Claude:claude-opus-4-8 [Claude Code]

* feat(ui): move Scheduling to its own page and nav item

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Assisted-by: Claude:claude-opus-4-8 [Claude Code]

* feat(ui): replace nodes stat-card strip with cluster pulse + attention callout

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Assisted-by: Claude:claude-opus-4-8 [Claude Code]

* feat(ui): node-panel roster with inline model chips and segmented filter

Replace the Nodes table with a full-width node-panel roster that shows
each backend node's running-model chips without an expand click, plus an
All/Backend/Agent segmented filter. Per-node detail (models, backends,
labels, capacity) moves to the node detail page.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Assisted-by: Claude:claude-opus-4-8 [Claude Code]

* feat(ui): add deep-linkable node detail page at /app/nodes/:id

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Assisted-by: Claude:claude-opus-4-8 [Claude Code]

* fix(ui): remove em-dash from CapacityEditor comment; align detail spec backend mock

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Assisted-by: Claude:claude-opus-4-8 [Claude Code]

* chore(ui): nodes page cleanup, hover/chip polish, docs for restructured cluster view

Nodes.jsx dead-code sweep confirmed clean (no StatCard/table/expand
state/scheduling-form leftovers). Two App.css polish fixes: move the
node-panel hover border-color onto the bordered element so hover gives
real feedback, and add the missing .model-chip__state rule the
ModelChip component already emits. Update distributed-mode docs prose to
describe the restructured cluster view (cluster pulse, attention
callout, node-panel roster with inline model chips, All/Backend/Agent
filter, node detail page at /app/nodes/:id, Scheduling as its own page).

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Assisted-by: Claude:claude-opus-4-8 [Claude Code]

* chore(ui): drop unused gpuVendorLabel export from nodeStatus

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Assisted-by: Claude:claude-opus-4-8 [Claude Code]

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
2026-06-22 18:24:29 +02:00
Richard Palethorpe
8d70855ea6 test: add Go + React UI coverage gates and fill test gaps (#9989)
- Strict monotonic Go coverage gate (make test-coverage-check, 45% baseline)
  run in CI; fixes ginkgo dropping all-but-one coverprofile across multiple
  recursive roots, builds with -tags auth, and folds in the in-process
  tests/e2e suite via --coverpkg.
- React UI e2e coverage (make test-ui-coverage: vite-plugin-istanbul + nyc,
  nix-provided Chromium) plus e2e specs for 6 previously-untested pages, and a
  UI coverage gate (make test-ui-coverage-check) with a small tolerance since
  e2e line coverage jitters ~0.5pp run-to-run.
- pre-commit hook: lint + coverage on Go changes, Playwright e2e + UI coverage
  gate on react-ui changes; install with make install-hooks.
- New Go handler tests (settings, branding), hermetic base64 download test.
- fix(ui): model editor reads vram_display (snake_case), so the VRAM estimate
  renders again; covered by a regression test.

Assisted-by: Claude:claude-opus-4-7

Signed-off-by: Richard Palethorpe <io@richiejp.com>
2026-05-26 22:06:10 +02:00
Richard Palethorpe
6a80e23733 feat(middleware): Model routing, PII filtering, Cloud model proxies (#9802)
Add a routing middleware stack and a cloud-proxy backend.

* cloud-proxy: a Go gRPC backend that forwards OpenAI- and
  Anthropic-shaped chat requests to upstream providers, with an
  optional translate mode (OpenAI request -> Anthropic /v1/messages
  -> OpenAI response) and full tool-calling support.

* routing: admission control, content-aware model routing
  (embedding cache + classifier + rerank + Arch-Router score),
  PII detection/redaction (regex + NER) with streaming filter and
  OpenAI/Anthropic adapters, and a per-user/per-key billing recorder
  backed by GORM or in-memory storage.

* middleware: UsageMiddleware records usage via the billing recorder,
  plus admission, route-model, usage-stamp and trace middlewares.

* observability: BackendTrace ring buffer stores full request bodies
  (capped), MITM proxy emits structured trace events, and router
  classifier decisions surface at /api/router/decide.

* gallery: Arch-Router-1.5B (Q4_K_M and Q8_0).

* UI: cloud-proxy model-editor fields, classifier system-prompt and
  score-normalization config, and a Traces page rendering request
  bodies.

Assisted-by: claude-code:claude-opus-4-7 [Read] [Edit] [Bash]

Signed-off-by: Richard Palethorpe <io@richiejp.com>
2026-05-25 09:28:27 +02:00
LocalAI [bot]
0b2ae3c6ca fix(openai): stream usage non-zero when tools are enabled (#9941)
* chore: ignore local .worktrees directory

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

* fix(openai): stream usage non-zero when tools are enabled

The streaming chat-completions worker for tool-bearing requests
(processTools in core/http/endpoints/openai/chat.go) never forwarded the
cumulative TokenUsage from ComputeChoices to the chunks it placed on the
responses channel. The outer streaming loop's running usage tracker
therefore stayed at the zero value, and the include_usage trailer
reported {prompt_tokens:0, completion_tokens:0, total_tokens:0} whenever
the request carried a `tools` array. Without tools, the alternative
`process` path stamps Usage on every chunk, so that path was unaffected.

Forward the final TokenUsage via a usage-only sentinel chunk (empty
Choices, populated Usage) emitted right before close(responses). The
outer loop's per-chunk Usage capture moves above the empty-Choices skip
so the sentinel updates the tracker without ever reaching the wire,
keeping the existing OpenAI spec contract (intermediate chunks carry no
`usage` field, and the deferred-final-chunk helpers remain Usage-free
per the regression test for issue #8546).

Adds streamUsageFromTokenUsage, usageSentinelChunk, and
applyChunkToUsage helpers with focused Ginkgo coverage plus a flow-level
test that mirrors the outer-loop sequence.

Fixes #9927

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Assisted-by: Claude:opus-4-7 [Claude Code]

* refactor(openai): return final TokenUsage from stream workers

Replace the usage-only sentinel SSE chunk introduced in the previous
commit with a plain return value. The streaming workers process and
processTools (now extracted as package-level processStream and
processStreamWithTools) return (backend.TokenUsage, error); the outer
ChatEndpoint loop reads the cumulative counts off the existing `ended`
channel (now carrying streamWorkerResult{usage, err}) and builds the
include_usage trailer from a normal Go value after the LOOP exits.

This drops the empty-Choices "skip but capture Usage" rule from the
outer loop and removes the usageSentinelChunk / applyChunkToUsage
helpers entirely. The SSE responses channel is back to a single
purpose: wire chunks only.

processStream and processStreamWithTools move into chat_stream_workers.go
so they can be exercised directly from tests. The chat_stream_usage_test.go
suite now drives the workers with a mocked backend.ModelInferenceFunc
and asserts on the returned TokenUsage. The regression coverage for
issue #9927 is therefore behavioral: reverting the fix (discarding
ComputeChoices' usage return) makes the assertions fail with concrete
count mismatches.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Assisted-by: Claude:opus-4-7 [Claude Code]

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
2026-05-22 10:13:41 +02:00
Richard Palethorpe
3d9ccd1ddc fix(ui): Add tracing inline settings back and create UI tests (#9027)
Signed-off-by: Richard Palethorpe <io@richiejp.com>
2026-03-16 17:51:06 +01:00
Ettore Di Giacinto
5affb747a9 chore: drop AIO images (#9004)
AIO images are behind, and takes effort to maintain these. Wizard and
installation of models have been semplified massively, so AIO images
lost their purpose.

This allows us to be more laser focused on main images and reliefes
stress from CI.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-03-14 17:49:36 +01:00
Richard Palethorpe
f9a850c02a feat(realtime): WebRTC support (#8790)
* feat(realtime): WebRTC support

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

* fix(tracing): Show full LLM opts and deltas

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

---------

Signed-off-by: Richard Palethorpe <io@richiejp.com>
2026-03-13 21:37:15 +01:00
Ettore Di Giacinto
09ddaf94b2 feat(ui): move to React for frontend (#8772)
* feat(ui): move to React

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

* Add import model

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

* syntax highlight

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

* Minor fixups

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-03-05 21:47:12 +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
Richard Palethorpe
e6ba26c3e7 chore: Update to Ubuntu24.04 (cont #7423) (#7769)
* ci(workflows): bump GitHub Actions images to Ubuntu 24.04

Signed-off-by: Alessandro Sturniolo <alessandro.sturniolo@gmail.com>

* ci(workflows): remove CUDA 11.x support from GitHub Actions (incompatible with ubuntu:24.04)

Signed-off-by: Alessandro Sturniolo <alessandro.sturniolo@gmail.com>

* ci(workflows): bump GitHub Actions CUDA support to 12.9

Signed-off-by: Alessandro Sturniolo <alessandro.sturniolo@gmail.com>

* build(docker): bump base image to ubuntu:24.04 and adjust Vulkan SDK/packages

Signed-off-by: Alessandro Sturniolo <alessandro.sturniolo@gmail.com>

* fix(backend): correct context paths for Python backends in workflows, Makefile and Dockerfile

Signed-off-by: Alessandro Sturniolo <alessandro.sturniolo@gmail.com>

* chore(make): disable parallel backend builds to avoid race conditions

Signed-off-by: Alessandro Sturniolo <alessandro.sturniolo@gmail.com>

* chore(make): export CUDA_MAJOR_VERSION and CUDA_MINOR_VERSION for override

Signed-off-by: Alessandro Sturniolo <alessandro.sturniolo@gmail.com>

* build(backend): update backend Dockerfiles to Ubuntu 24.04

Signed-off-by: Alessandro Sturniolo <alessandro.sturniolo@gmail.com>

* chore(backend): add ROCm env vars and default AMDGPU_TARGETS for hipBLAS builds

Signed-off-by: Alessandro Sturniolo <alessandro.sturniolo@gmail.com>

* chore(chatterbox): bump ROCm PyTorch to 2.9.1+rocm6.4 and update index URL; align hipblas requirements

Signed-off-by: Alessandro Sturniolo <alessandro.sturniolo@gmail.com>

* chore: add local-ai-launcher to .gitignore

Signed-off-by: Alessandro Sturniolo <alessandro.sturniolo@gmail.com>

* ci(workflows): fix backends GitHub Actions workflows after rebase

Signed-off-by: Alessandro Sturniolo <alessandro.sturniolo@gmail.com>

* build(docker): use build-time UBUNTU_VERSION variable

Signed-off-by: Alessandro Sturniolo <alessandro.sturniolo@gmail.com>

* chore(docker): remove libquadmath0 from requirements-stage base image

Signed-off-by: Alessandro Sturniolo <alessandro.sturniolo@gmail.com>

* chore(make): add backends/vllm to .NOTPARALLEL to prevent parallel builds

Signed-off-by: Alessandro Sturniolo <alessandro.sturniolo@gmail.com>

* fix(docker): correct CUDA installation steps in backend Dockerfiles

Signed-off-by: Alessandro Sturniolo <alessandro.sturniolo@gmail.com>

* chore(backend): update ROCm to 6.4 and align Python hipblas requirements

Signed-off-by: Alessandro Sturniolo <alessandro.sturniolo@gmail.com>

* ci(workflows): switch GitHub Actions runners to Ubuntu-24.04 for CUDA on arm64 builds

Signed-off-by: Alessandro Sturniolo <alessandro.sturniolo@gmail.com>

* build(docker): update base image and backend Dockerfiles for Ubuntu 24.04 compatibility on arm64

Signed-off-by: Alessandro Sturniolo <alessandro.sturniolo@gmail.com>

* build(backend): increase timeout for uv installs behind slow networks on backend/Dockerfile.python

Signed-off-by: Alessandro Sturniolo <alessandro.sturniolo@gmail.com>

* ci(workflows): switch GitHub Actions runners to Ubuntu-24.04 for vibevoice backend

Signed-off-by: Alessandro Sturniolo <alessandro.sturniolo@gmail.com>

* ci(workflows): fix failing GitHub Actions runners

Signed-off-by: Alessandro Sturniolo <alessandro.sturniolo@gmail.com>

* fix: Allow FROM_SOURCE to be unset, use upstream Intel images etc.

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

* chore(build): rm all traces of CUDA 11

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

* chore(build): Add Ubuntu codename as an argument

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

---------

Signed-off-by: Alessandro Sturniolo <alessandro.sturniolo@gmail.com>
Signed-off-by: Richard Palethorpe <io@richiejp.com>
Co-authored-by: Alessandro Sturniolo <alessandro.sturniolo@gmail.com>
2026-01-06 15:26:42 +01:00
Ettore Di Giacinto
f8a8cf3e95 feat(launcher): add LocalAI launcher app (#6127)
* Add launcher (WIP)

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

* Update gomod

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

* Cleanup, focus on systray

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

* Separate launcher from main

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

* Add a way to identify the binary version

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

* Implement save config, and start on boot

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

* Small fixups

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

* Save installed version as metadata

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

* Stop LocalAI on quit

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

* Fix goreleaser

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

* Check first if binary is there

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

* do not show version if we don't have it

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

* Try to build on CI

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

* use fyne package

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

* Add to release

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

* Fixups

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

* Fyne.Do

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

* show WEBUI button only if LocalAI is started

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

* Default to localhost

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

* CI

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

* Show rel notes

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

* Update logo

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

* Small improvements and fix tests

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

* Try to fix e2e tests

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-08-26 14:22:04 +02:00
Ettore Di Giacinto
b7b3164736 chore: try to speedup build
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-07-23 21:21:23 +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
294f7022f3 feat: do not bundle llama-cpp anymore (#5790)
* Build llama.cpp separately

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>

* WIP

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

* Start to try to attach some tests

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

* Add git and small fixups

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

* fix: correctly autoload external backends

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

* Try to run AIO tests

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

* Slightly update the Makefile helps

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

* Adapt auto-bumper

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

* Try to run linux test

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

* Add llama-cpp into build pipelines

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

* Add default capability (for cpu)

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

* Drop llama-cpp specific logic from the backend loader

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

* drop grpc install in ci for tests

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

* fixups

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

* Pass by backends path for tests

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

* Build protogen at start

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

* fix(tests): set backends path consistently

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

* Correctly configure the backends path

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

* Try to build for darwin

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

* WIP

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

* Compile for metal on arm64/darwin

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

* Try to run build off from cross-arch

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

* Add to the backend index nvidia-l4t and cpu's llama-cpp backends

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

* Build also darwin-x86 for llama-cpp

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

* Disable arm64 builds temporary

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

* Test backend build on PR

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

* Fixup build backend reusable workflow

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

* pass by skip drivers

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

* Use crane

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

* Skip drivers

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

* Fixups

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

* x86 darwin

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

* Add packaging step for llama.cpp

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

* fixups

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

* Fix leftover from bark-cpp extraction

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

* Try to fix hipblas build

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-07-18 13:24:12 +02:00
Ettore Di Giacinto
58ff47de26 feat(bark-cpp): add new bark.cpp backend (#4287)
* feat(bark-cpp): add new bark.cpp backend

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

* build on linux only for now

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

* track bark.cpp in CI bumps

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

* Drop old entries from bumper

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

* No need to test rwkv specifically, now part of llama.cpp

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-11-28 22:16:44 +01:00
Ettore Di Giacinto
2b62260b6d feat(models): use rwkv from llama.cpp (#4264)
feat(rwkv): use rwkv from llama.cpp

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-11-26 14:22:55 +01:00
Dave
9a8a249932 feat: devcontainer part 3 (#3318)
* stash initial fixes, attempt to open branch inside container

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

* add yq, from inside DC

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

* stash progress, rebuild container

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

* snap

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

* split builder into builder-sd, will speed up devcontainer build times and potentially help caching in other situations.

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

* fix yq

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

* fix paths

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

* fix paths - new folder to bypass the .dockerignore which _should_ exclude the other files

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

* fix

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

* fix ]

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

---------

Signed-off-by: Dave Lee <dave@gray101.com>
2024-08-20 12:16:21 +02:00
Ettore Di Giacinto
882556d4db feat(gallery): show available models in website, allow local-ai models install to install from galleries (#2555)
* WIP

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

* gen a static page instead (we force DNS redirects to it)

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

* feat(gallery): install models from CLI, unify install

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

* Uniform graphic of model page

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

* Makefile: update targets

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

* Slightly enhance gallery view

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-06-13 00:47:16 +02:00
Ettore Di Giacinto
ea330d452d models(gallery): add mistral-0.3 and command-r, update functions (#2388)
* models(gallery): add mistral-0.3 and command-r, update functions

Add also disable_parallel_new_lines to disable newlines in the JSON
output when forcing parallel tools. Some models (like mistral) might be
very sensible to that when being used for function calling.

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

* models(gallery): add aya-23-8b

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-05-23 19:16:08 +02:00
cryptk
28a421cb1d feat: migrate python backends from conda to uv (#2215)
* feat: migrate diffusers backend from conda to uv

  - replace conda with UV for diffusers install (prototype for all
    extras backends)
  - add ability to build docker with one/some/all extras backends
    instead of all or nothing

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: migrate autogtpq bark coqui from conda to uv

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: convert exllama over to uv

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: migrate exllama2 to uv

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: migrate mamba to uv

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: migrate parler to uv

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: migrate petals to uv

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: fix tests

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: migrate rerankers to uv

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: migrate sentencetransformers to uv

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: install uv for tests-linux

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: make sure file exists before installing on intel images

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: migrate transformers backend to uv

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: migrate transformers-musicgen to uv

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: migrate vall-e-x to uv

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: migrate vllm to uv

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: add uv install to the rest of test-extra.yml

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: adjust file perms on all install/run/test scripts

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: add missing acclerate dependencies

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: add some more missing dependencies to python backends

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: parler tests venv py dir fix

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: correct filename for transformers-musicgen tests

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: adjust the pwd for valle tests

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: cleanup and optimization work for uv migration

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: add setuptools to requirements-install for mamba

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: more size optimization work

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: make installs and tests more consistent, cleanup some deps

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: cleanup

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: mamba backend is cublas only

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: uncomment lines in makefile

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

---------

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
2024-05-10 15:08:08 +02:00
cryptk
3411e072ca Fix cleanup sonarqube findings (#2106)
* fix: update dockerignore and gitignore to exclude sonarqube work dir

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: remove useless equality check

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: use sonarqube Dockerfile recommendations

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

---------

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
2024-04-23 18:43:00 +02:00
cryptk
1981154f49 fix: dont commit generated files to git (#1993)
* fix: initial work towards not committing generated files to the repository

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: improve build docs

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: remove unused folder from .dockerignore and .gitignore

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: attempt to fix extra backend tests

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: attempt to fix other tests

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: more test fixes

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: fix apple tests

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: more extras tests fixes

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: add GOBIN to PATH in docker build

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: extra tests and Dockerfile corrections

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: remove build dependency checks

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: add golang protobuf compilers to tests-linux action

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: ensure protogen is run for extra backend installs

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: use newer protobuf

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: more missing protoc binaries

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: missing dependencies during docker build

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: don't install grpc compilers in the final stage if they aren't needed

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: python-grpc-tools in 22.04 repos is too old

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: add a couple of extra build dependencies to Makefile

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: unbreak container rebuild functionality

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

---------

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
2024-04-13 09:37:32 +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
Ettore Di Giacinto
db926896bd Revert "[Refactor]: Core/API Split" (#1550)
Revert "[Refactor]: Core/API Split (#1506)"

This reverts commit ab7b4d5ee9.
2024-01-05 18:04:46 +01:00
Dave
ab7b4d5ee9 [Refactor]: Core/API Split (#1506)
Refactors api folder to core, creates firm split between backend code and api frontend.
2024-01-05 15:34:56 +01:00
Dave
8b6e601405 Feat: new backend: transformers-musicgen (#1387)
Transformers-MusicGen
---------

Signed-off-by: Dave <dave@gray101.com>
2023-12-08 10:01:02 +01:00
Ettore Di Giacinto
3c9544b023 refactor: rename llama-stable to llama-ggml (#1287)
* refactor: rename llama-stable to llama-ggml

* Makefile: get sources in sources/

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

* fixup path

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

* fixup sources

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

* fixups sd

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

* update SD

* fixup

* fixup: create piper libdir also when not built

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

* fix make target on linux test

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-11-18 08:18:43 +01:00
Dave
6bd56460de Update .gitignore for backend/llama.cpp (#1235)
Signed-off-by: Dave <dave@gray101.com>
2023-11-01 09:52:02 +01:00
Dave
901f0709c5 Feat: rwkv improvements: (#937) 2023-08-22 18:48:06 +02:00
Dave
8cb1061c11 Usage Features (#863) 2023-08-18 21:23:14 +02:00
Dave
ae58fb8821 fix: update gitignore and make clean (#798)
Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2023-07-25 23:02:46 +02:00
Ettore Di Giacinto
e459f114cd fix: fix tests, small refactors
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-07-20 23:52:04 +02:00
Ettore Di Giacinto
1d0ed95a54 feat: move other backends to grpc
This finally makes everything more consistent

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-07-15 01:19:43 +02:00
Ettore Di Giacinto
ae533cadef feat: move gpt4all to a grpc service
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-07-15 01:19:43 +02:00
Ettore Di Giacinto
b816009db0 feat: add falcon ggllm via grpc client
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-07-15 01:19:43 +02:00
Ettore Di Giacinto
2a11f16c0f fix: copy metal file from build (#564) 2023-06-11 01:07:39 +02:00
Ettore Di Giacinto
78ad4813df feat: Update gpt4all, support multiple implementations in runtime (#472)
Signed-off-by: mudler <mudler@mocaccino.org>
2023-06-01 23:38:52 +02:00
Pavel Zloi
3ba07a5928 feat: add LangChainGo Huggingface backend (#446)
Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2023-06-01 12:00:06 +02:00
Aisuko
49ce24984c feat: Add more test-cases and remove dev container (#433)
Signed-off-by: Aisuko <urakiny@gmail.com>
Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2023-05-30 13:01:55 +02:00
Ettore Di Giacinto
43d3fb3eba ci: add binary releases pipelines (#358) 2023-05-23 17:12:48 +02:00
Ettore Di Giacinto
9d051c5d4f feat: add image generation with ncnn-stablediffusion (#272) 2023-05-16 19:32:53 +02:00
Dave
d00886abea Tiny .gitignore suggestion (#213) 2023-05-09 20:03:29 +02:00
Dave
3411bfd00d Langchain Example Updates (#199) 2023-05-06 00:21:06 +02:00
Ettore Di Giacinto
c806eae0de feat: config files and SSE (#83)
Signed-off-by: mudler <mudler@mocaccino.org>
Signed-off-by: Tyler Gillson <tyler.gillson@gmail.com>
Co-authored-by: Tyler Gillson <tyler.gillson@gmail.com>
2023-04-26 21:18:18 -07:00
Ettore Di Giacinto
1c872ec326 feat: add CI/tests (#58)
Signed-off-by: mudler <mudler@mocaccino.org>
2023-04-22 00:44:52 +02:00
Marc R Kellerman
05f35b182c fix(makefile): fix go-gpt2 folder and add verification before git clone (#51)
Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2023-04-22 00:29:32 +02:00
Tyler Gillson
bf20cc34f6 feat: Add helm chart (#56) 2023-04-21 13:22:03 -07:00
Ettore Di Giacinto
80f50e6ccd Rename project to LocalAI (#35)
Signed-off-by: mudler <mudler@c3os.io>
2023-04-19 18:43:10 +02:00