Commit Graph
1912 Commits
Author SHA1 Message Date
mudler's LocalAI [bot]andmudler 22ae9f5ba7 chore: ⬆️ Update 0xShug0/audio.cpp to 43001a7e0f452d80f4588e613f13332940dd4d3a (#11649)
⬆️ Update 0xShug0/audio.cpp

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2026-08-21 08:47:02 +02:00
mudler's LocalAI [bot]andmudler 6d8667f93a chore: ⬆️ Update ggml-org/llama.cpp to d59d455fd8ea09e5a2e87ce2a9d668267ffb5ccd (#11618)
⬆️ Update ggml-org/llama.cpp

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2026-08-20 22:59:48 +02:00
dependabot[bot] 3c899961e9 chore(deps): update charset-normalizer requirement from >=3.4.9 to >=3.5.1 in /backend/python/vllm (#11637)
chore(deps): update charset-normalizer requirement

Updates the requirements on [charset-normalizer](https://github.com/jawah/charset_normalizer) to permit the latest version.
- [Release notes](https://github.com/jawah/charset_normalizer/releases)
- [Changelog](https://github.com/jawah/charset_normalizer/blob/master/CHANGELOG.md)
- [Commits](https://github.com/jawah/charset_normalizer/compare/3.4.9...3.5.1)

---
updated-dependencies:
- dependency-name: charset-normalizer
  dependency-version: 3.5.1
  dependency-type: direct:production
...

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2026-08-20 22:59:19 +02:00
0ef6a5d7f1 chore: ⬆️ Update NVIDIA/NeMo-Speech.cpp to 4f9676226f667d14608487df744f375db87127f8 (#11417)
* ⬆️ Update NVIDIA/NeMo-Speech.cpp

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* fix(nemo-speech-cpp): build required sentencepiece

The updated runtime uses SentencePiece for RNNT context biasing even when Flashlight and text normalization are disabled. Build upstream's pinned static archive before configuring the engine so every backend variant has the newly required library and headers.

Assisted-by: Codex:gpt-5

* fix(nemo-speech-cpp): support BSD install

The pinned SentencePiece script uses GNU install -D for license files. macOS provides BSD install, which rejects that flag after the library compiles.

Create the license directory and use the portable install form on Darwin.

Assisted-by: Codex:gpt-5

* fix(nemo-speech-cpp): support CMake 4

Homebrew CMake 4 rejects the old policy floor in the pinned SentencePiece helper. Select the oldest supported policy floor for the Darwin dependency build.

Assisted-by: Codex:gpt-5.6 [Codex CLI]

---------

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2026-08-20 08:16:55 +00:00
mudler's LocalAI [bot]andmudler 98fd29c1e3 chore: ⬆️ Update CrispStrobe/CrispASR to a153b09b37c90cd55cd9336fccbdf3ba7a289596 (#11611)
⬆️ Update CrispStrobe/CrispASR

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2026-08-20 09:16:17 +02:00
mudler's LocalAI [bot]andmudler ea1d19064d chore: ⬆️ Update leejet/stable-diffusion.cpp to 97d2990807fe6d558e395f8764198d7c7e7b411c (#11616)
⬆️ Update leejet/stable-diffusion.cpp

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2026-08-20 08:17:28 +02:00
mudler's LocalAI [bot]andmudler ea1a876b46 chore: ⬆️ Update 0xShug0/audio.cpp to a61da671b6a81c79071500954eea3c91c1a383dd (#11613)
⬆️ Update 0xShug0/audio.cpp

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2026-08-20 08:17:13 +02:00
mudler's LocalAI [bot]andmudler 63d6993e0a chore: ⬆️ Update mudler/vllm.cpp to 438305e1577768ec0f75729456a4c8b9f425e2ee (#11612)
⬆️ Update mudler/vllm.cpp

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2026-08-20 08:17:00 +02:00
Ettore Di Giacinto 2383726d6d Revert "chore(tests): Avoid network, sleep and more during tests" (#11601)
Revert "chore(tests): Avoid network, sleep and more during tests (#11050)"

This reverts commit cb3bf7af3f.
2026-08-19 16:39:39 +02:00
Richard Palethorpeandlocalai-org-maint-bot cb3bf7af3f chore(tests): Avoid network, sleep and more during tests (#11050)
* test: make coverage failures observable

Keep per-root logs, reject concurrent coverage runs, and avoid relying on /bin/sleep in the worker timeout test.

Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* test: parallelize coverage without remote fixtures

Assisted-by: Codex:gpt-5 [apply_patch] [exec_command]
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* test: add offline resource infrastructure

Introduce versioned resource manifests, a checksum-verified CAS preparer, offline test wrappers, and a guarded network transport. Replace live Hugging Face, GitHub, and OCI cases with deterministic fixtures and inject fixture metadata into importer discovery.

Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* test: enforce offline resource replay

Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* test: harden offline resource refresh

Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* test: expose slow coverage waits

Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* test: eliminate avoidable wall-clock waits

Inject a clock into Hugging Face retry handling, reuse a process-scoped PostgreSQL container with per-spec schemas in the nodes suite, and poll local import jobs promptly.

Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* test: remove repeated fixture startup waits

Share PostgreSQL fixtures across parallel endpoint and agent suite workers, and make the worker Free deadline injectable so the wedged-backend test does not spend five seconds on wall-clock time.

Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* test: fix offline resource CI portability

Normalize Docker archive metadata before content addressing, derive archive checksums during explicit refreshes, make network lint portable to macOS, and prepare distributed images before running their offline suite.

Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* ci: cache Go modules before offline tests

Warm the complete module graph before the Linux and macOS test jobs enter offline replay mode, so tool dependencies such as Ginkgo are not fetched through the guarded proxy.

Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* test: drop the static network lint in favour of real isolation

The offline test suite already prevents tests from reaching the network
twice over: run-test-linux-offline.sh puts the test process in a cgroup
and REJECTs egress outside the private ranges, and HardenedTransport
installs testnetwork.LocalGuard to refuse dials that resolve to a public
address. Both fail the test with a precise error at the moment of the
dial.

test-network-lint.sh added neither. Its diff stage defaulted to a HEAD
base, so on a clean checkout it compared the tree against itself and
inspected nothing; the branch's own commits were never examined. It only
produced output when an earlier job step dirtied the tree, and then it
matched a bare https?:// against whatever changed. make react-ui runs
npm install rather than npm ci, so CI rewrote
core/http/react-ui/package-lock.json and the lint reported an npm
registry URL as forbidden test network access:

  +      "resolved": "https://registry.npmjs.org/hono/-/hono-4.12.25.tgz",

Its fingerprint stage was self-defeating in a quieter way: hashing the
whole tree's network-mechanism inventory meant every rebase onto a master
that touched any _test.go needed a manual baseline bump, so the check
mostly caught its own staleness.

Remove the script, its make target and the two prerequisite edges, along
with the test-network: fixture markers that existed only to suppress it.
The isolation itself is untouched.

Assisted-by: Claude:claude-opus-5 [go vet]
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* ci: keep hidden files in the offline test bundle artifact

Cherry-picked from 15a37b0ac on the remote branch. The offline bundle lives
under .cache/, which actions/upload-artifact skips by default, so the Linux
job packed an artifact missing the very file the next step restores.

The other half of 15a37b0ac moved test-network-lint out of the `test` and
`test-coverage` prerequisite lists into a recipe line, so parallel make could
not fingerprint the tree while generated fixtures were still changing. That
is dropped: the preceding commit removes the lint entirely, and the race it
worked around is one more reason a whole-tree fingerprint was the wrong
mechanism.

Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* refactor: share bounded exponential backoff

Use overflow-safe saturating arithmetic for retry delays across model import polling, downloads, registration, node operations, and model loading. Keep model import status checks responsive initially while capping their interval at 500ms.

Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* ci: mirror Jetson Python wheels

Keep the CUDA aarch64 wheel subset in GHCR and serve it as a local PEP 503 index during L4T backend builds, preserving last-known-good packages through upstream outages.

Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* docs(agents): index the Jetson wheels mirror

Mention the GHCR-hosted L4T wheel mirror in the CI caching guide summary so maintainers can find its outage and cache documentation.

Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* ci: add defensive build network proxy

Record build destinations and byte counts, retry observable idempotent HTTP downloads, and isolate explorer database tests that race under coverage.

Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* fix(kokoros): implement updated backend trait

Return unimplemented for image upscaling, matching the backend's other unsupported modalities after the protobuf API update.

Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* fix(ci): clear recovered proxy errors

Do not mark a request failed when a later safe retry succeeds.

Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* ci: require HTTPS build interception

Inject a short-lived proxy CA into BuildKit and Dockerfile RUN steps, reject plain HTTP and opaque tunnels, and retain method/status/byte telemetry for verified HTTPS traffic.

Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* fix(ci): preserve system trust in unproxied builds

Mount the generated interception CA at a dedicated secret path and add it to the trust bundle only in proxy-aware dependency stages. This prevents optional secret mounts from masking the system CA bundle in ordinary backend test builds.

Install the requested Go toolchain before starting the proxy and satisfy cleanup error checks found by CI lint.

Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* fix(ci): persist build proxy trust

Install the generated proxy CA through the system-managed local certificate directory so ca-certificates upgrades retain it. Avoid turning canceled matrix jobs into proxy cleanup failures.

Assisted-by: Codex:gpt-5

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

* fix(ci): trust proxy in nested build scripts

Install the build proxy CA before nested source fetches, route the DS4 package setup through the HTTPS mirror helper, and avoid repeated OCI setup in gallery behavior tests.

Assisted-by: Codex:gpt-5

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

* fix(ci): use HTTPS apt sources for Bonsai

Rewrite ARM64 package sources before installing GCC and check gallery fixture cleanup errors so the optimized tests satisfy errcheck.

Assisted-by: Codex:gpt-5

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

* fix(privacy-filter): trust build proxy CA

Install the mounted build proxy certificate before privacy-filter's make target fetches its HTTPS sources, for both source and prebuilt builder paths.\n\nAssisted-by: Codex:gpt-5

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

* test: fail on hidden offline egress

Count cgroup-scoped firewall rejects and fail the offline test harness with bounded aggregate diagnostics. Inject the gen-audio GGUF probe so fixture-backed importer tests do not attempt real network access.

Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* fix(ci): preserve system CA trust

Build a combined runner certificate bundle instead of replacing public roots with the generated proxy CA. Centralize additive container installation in the shared proxy CA helper.

Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>

---------

Signed-off-by: Richard Palethorpe <io@richiejp.com>
Co-authored-by: localai-org-maint-bot <306269227+localai-org-maint-bot@users.noreply.github.com>
2026-08-19 10:59:31 +02:00
mudler's LocalAI [bot]andmudler ea60f62d66 chore: ⬆️ Update mudler/parakeet.cpp to e75de9b6b9b688fd293aa22f7e27aa724ea286f8 (#11592)
⬆️ Update mudler/parakeet.cpp

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2026-08-19 08:45:27 +02:00
mudler's LocalAI [bot]andmudler 25cfc7c3c9 chore: ⬆️ Update CrispStrobe/CrispASR to a117d433855ecc36b0cb20bd1abddd852902ed13 (#11591)
⬆️ Update CrispStrobe/CrispASR

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2026-08-19 08:45:07 +02:00
mudler's LocalAI [bot]andmudler a57fce10c5 chore: ⬆️ Update ggml-org/llama.cpp to 60addddf3c567c43ec3caf70fc953fba3572d96f (#11590)
⬆️ Update ggml-org/llama.cpp

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2026-08-19 08:44:55 +02:00
mudler's LocalAI [bot]andmudler 2ba3265c67 chore: ⬆️ Update mudler/vllm.cpp to 6e99e4540b8d0811542a9d7690dc9aa0bda5812f (#11589)
⬆️ Update mudler/vllm.cpp

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2026-08-19 08:44:44 +02:00
mudler's LocalAI [bot]andmudler 61f02f7504 chore: ⬆️ Update ggml-org/whisper.cpp to 4834a2327d008ace3ec5a9ed00f51454bcabbc1c (#11588)
⬆️ Update ggml-org/whisper.cpp

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2026-08-19 08:44:32 +02:00
mudler's LocalAI [bot]andmudler 59001291e1 chore: ⬆️ Update 0xShug0/audio.cpp to 92816fc5c48d33a58171b49678ccf884d70142fb (#11587)
⬆️ Update 0xShug0/audio.cpp

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2026-08-19 08:44:13 +02:00
mudler's LocalAI [bot]andmudler 77ff6889ec chore: ⬆️ Update vllm-metal (darwin) to v0.3.0.dev20260818075955 (#11586)
⬆️ Update vllm-project/vllm-metal (darwin)

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2026-08-19 08:39:14 +02:00
4058194b18 chore: ⬆️ Update 0xShug0/audio.cpp to 3407559d7c83b543bd60ca8fa2b630374e71083f (#11474)
* ⬆️ Update 0xShug0/audio.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>

* fix(audio-cpp): map the MIDI task

audio.cpp now appends MIDI to its task enum. Keep the LocalAI mirror and conversion switches aligned so the backend builds against the new pin.

Assisted-by: Codex:gpt-5

---------

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Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
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2026-08-18 09:46:56 +02:00
6d4c64c6c3 chore: ⬆️ Update mudler/vllm.cpp to 76f2a6d84e41cc9a593146a9a958f63645542731 (#11555)
* ⬆️ Update mudler/vllm.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>

* fix(vllm-cpp): track ABI v21

The updated engine exposes ABI v21 after extending its speech API. The Go
backend does not bind that API, so its existing mirrors remain valid.

The qwen3.5 warning fix is now present upstream, so the old patch no
longer applies.

Assisted-by: Codex:gpt-5

---------

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2026-08-18 09:46:15 +02:00
mudler's LocalAI [bot]andlocalai-org-maint-bot 4c4911fe2c chore: ⬆️ Update ggml-org/llama.cpp to 0021a77de0a8966059dc94548fb3b96654e0bb12 (#11508)
* chore(llama-cpp): update upstream revision

Assisted-by: Codex:gpt-5.6

* fix(llama-cpp): refresh server patch contexts

The new llama.cpp pin changed the slot reset and prompt batch code. GNU patch accepted stale hunks with fuzz, which left the L4T build with invalid source.

Refresh both server patches against the pinned source so each hunk applies at its intended location.

Assisted-by: Codex:gpt-5

* fix(llama-cpp): adapt metrics result fields

The updated llama.cpp groups cumulative counters under server_metrics. Probe the result layout so the shared adapter also compiles against older forks.

Assisted-by: Codex:gpt-5

* fix(llama-cpp): refresh TTS patch offsets

GNU patch rejects the stale pre-decode hunk after the score patch changes the same file. Anchor the TTS hunks to the pinned llama.cpp source so the full series applies without fuzz.

Assisted-by: Codex:gpt-5.4

* fix(llama-cpp): normalize batch threads

The updated llama.cpp creates its batch threadpool during model initialization, before the context-level fallback can replace the -1 sentinel. Resolve that sentinel from the inference thread count so model loading does not overflow the threadpool allocation.\n\nAssisted-by: Codex:gpt-5.4

---------

Co-authored-by: localai-org-maint-bot <306269227+localai-org-maint-bot@users.noreply.github.com>
2026-08-18 09:45:56 +02:00
Richard Palethorpe d10374f849 feat(router): make KNN a first-class classifier with a persisted, curated corpus (#10652)
* feat(router): make KNN a first-class classifier with a persisted, curated corpus

Add `classifier: knn` — similarity-weighted voting over labelled
example prompts. Unlike score/colbert it needs no classifier model:
label knowledge lives in a corpus seeded and curated through the
admin API, so routing decisions are deterministic, auditable, and
grounded in graded experience rather than a model's opinion.

Epistemic gate: corpus entries below knn.similarity_threshold cannot
vote; when none clears it the classifier activates no labels and the
router uses the fallback — a prompt unlike all labelled experience is
treated as undecidable, not guessed. Decisions record
nearest_similarity (also on fallback rows) so admins can see how far
the nearest labelled experience was; the Routing tab explains
out-of-corpus fallbacks and shows per-label corpus counts.

Persistence: one JSONL file per router under
<data path>/router-corpus (text, labels, vector, embedder
fingerprint). The file is the source of truth; the local-store index
is rebuilt from it at classifier build time and stays a pure
in-memory index. Entries recorded under a different embedding model
re-embed on load. Also corrects the docs' false claim that
local-store collections persist — the embedding cache never survived
restarts (and still doesn't); the corpus does.

Corpus input is API-only by design (entries may contain example user
content): POST /api/router/{name}/corpus seeds (labels validated
against declared policies, embedded server-side, indexed
immediately), GET .../corpus/stats inspects — label counts only,
entry texts are never returned by any surface — DELETE .../corpus
wipes. Admin-gated like the sibling router endpoints, and exposed as
MCP tools (seed_router_corpus / get_router_corpus_stats /
clear_router_corpus) in both the httpapi and inproc clients with
coverage-test route mappings.

Plumbing: VectorStore gains SearchK (top-K was hardcoded to 1);
local-store gets InsertBatch/Delete as optional fast paths;
RouterConfig gains a knn block (embedding_model, k,
similarity_threshold, vote_threshold, store_name) with meta-registry
fields; the classifier dropdown now offers knn and the
previously-missing colbert; embedding_cache is ignored (with a
warning) for knn — it IS an embedding-KNN lookup; the stale
/api/instructions intelligent-routing entry is rewritten (it
described a classifier that no longer exists); swagger regenerated.

Tests: KNN vote/gate specs with hand-computed vote shares, corpus
manager suite (restart reload without re-embedding, fingerprint
re-embed, dedupe, hostile store names), middleware specs (corpus
routing, gate fallback, config validation, cache-wrap refusal),
corpus endpoint specs pinning the texts-never-returned contract, MCP
catalog + route-mapping gates, and a Playwright spec for corpus
stats and the out-of-corpus decision detail.

Assisted-by: Claude:claude-fable-5 [Claude Code]
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* feat(router): name consulted corpus neighbours in knn decisions

Every knn decision (decision log rows and the /api/router/decide
response) now carries neighbors: the K retrieved corpus entries by
descending similarity - including ones below the epistemic gate, which
is what makes fallback decisions diagnosable - each as {id, similarity,
labels}. The id is the entry's content hash (first 8 bytes of the
SHA-256 of its text, hex): stable across reseeds and re-embeds, and
text-free, so an external platform that seeded the corpus can recompute
text->id on its own copy and bucket decisions by corpus region (per-
region reliability accounting) without corpus text ever leaving the
server. A corrupt index payload surfaces as an id-less neighbour at a
real similarity instead of disappearing.

Assisted-by: Claude:claude-fable-5 [Claude Code]
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* refactor(router): deduplicate knn plumbing and cut corpus hot-path waste

Post-review cleanup of the knn-first-class-router branch; no behaviour
changes on the API surface.

Reuse/altitude:
- RouterKNNConfig.ResolvedStoreName is now the single source of the
  router-corpus-<name> default (was hand-derived in four files).
- corpus.ResolveKNNRouter + corpus.Seed carry the shared model
  resolution and seed validation; the REST endpoints and the assistant
  MCP client are thin transport adapters over them, with sentinel
  errors mapped to HTTP statuses at the echo boundary.
- middleware.NewClassifierDeps assembles the classifier dependency set
  once for all five entry points (OpenAI, Anthropic, realtime, decide,
  corpus) instead of five hand-copied literals.
- router.AllClassifiers feeds both the status endpoint and the
  unknown-classifier error, ending the classifier-list drift.
- Per-classifier requirements moved out of validateRouterPolicies into
  their buildClassifier arms; the knn arm owns its embedding_cache
  opt-out instead of a name-check in the shared wrap tail.
- adminOnly replaces four inline copies of the admin gate in the
  middleware routes.
- localVectorStore.Search delegates to SearchK (identical traces).

Efficiency:
- Manager.Add embeds outside the manager mutex and appends to the
  JSONL file (O(new) instead of O(corpus) rewrite); a torn tail from a
  crash mid-append is tolerated on read and repaired on next write.
- Stats memoises per store keyed on the file's stat fingerprint and no
  longer takes the manager mutex, so the 5s status poll stops parsing
  vector-laden JSONL and stops blocking behind seeds.
- KNN Classify decodes each neighbour payload once (was twice) and
  builds refs and votes in a single pass with one fallback return.
- Corpus file writes fsync before rename/close.
- The corpus manager is built eagerly in newApplication (sync.Once
  dropped); test helper dead branch removed.

Assisted-by: Claude:claude-fable-5 [Claude Code]
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* feat(router): bind knn corpus vectors to an embedder fingerprint and fail closed on mismatch

Assisted-by: Claude:claude-fable-5 [Claude Code]
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* chore(mcp): align corpus tool prompts and the mutating-tool safety list

Assisted-by: Claude:claude-fable-5 [Claude Code]
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* feat(proto,backend): report embedding shape from the llama-cpp backend

Assisted-by: Claude:claude-fable-5 [Claude Code]
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* feat(embeddings): Go-side pooling — mean/last/decayed_mean with half-life

Assisted-by: Claude:claude-fable-5 [Claude Code]
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* feat(embeddings): accept chat messages[] and per-request pooling on /v1/embeddings

Assisted-by: Claude:claude-fable-5 [Claude Code]
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* chore(middleware): name the failing fields when post-merge validation 400s

An intermittent post-merge validation failure surfaced as an opaque 400
during integration (pooling scheme mismatch that no client had sent).
Log the model, the request's pooling override, and the merged config's
pooling fields at the failure point so the next occurrence identifies
whether the request or the stored config carried the bad value.

Assisted-by: Claude:claude-fable-5 [Claude Code]
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* fix(embeddings): scheme override must not inherit the config's half-life

A model config defaulting to decayed_mean pooling carries
pooling_half_life_tokens; a request overriding the scheme to mean/last
without its own half-life inherited that value, and post-merge
validation rejected the pair the server itself had assembled. Zero the
inherited half-life when the overridden scheme is not decayed_mean; a
request that explicitly pairs a half-life with a non-decayed scheme
still 400s.

Assisted-by: Claude:claude-fable-5 [Claude Code]
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* fix embedding pooling validation and router bounds

Declare backend embedding layouts and reject incompatible pooling modes. Reset local-store dimensions after a full clear, validate KNN thresholds, and add real backend and store integration coverage.

Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>

* ci: run local-store integration tests

Build and install the local-store backend in the Linux test job, then run the existing store integration suite so new specs are discovered automatically.

Assisted-by: Codex:gpt-5
Signed-off-by: Richard Palethorpe <io@richiejp.com>

---------

Signed-off-by: Richard Palethorpe <io@richiejp.com>
2026-08-18 09:37:43 +02:00
localai-org-maint-botandlocalai-org-maint-bot 411fdf10c3 fix(fish-speech): preserve ROCm PyTorch (#11568)
The upstream editable install pins generic PyTorch packages. It
replaces the HIP wheels with CUDA wheels in ROCm images.

Remove those pins only for hipBLAS builds before the editable install.
Keep the existing CPU and CUDA dependency behavior unchanged.

Assisted-by: Codex:gpt-5

Co-authored-by: localai-org-maint-bot <306269227+localai-org-maint-bot@users.noreply.github.com>
2026-08-18 08:58:38 +02:00
mudler's LocalAI [bot]andmudler 2ae7b45940 chore: ⬆️ Update CrispStrobe/CrispASR to 007fda47128aaba7e2ce2279b0947a1c13800d68 (#11569)
⬆️ Update CrispStrobe/CrispASR

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Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
2026-08-18 08:55:42 +02:00
mudler's LocalAI [bot]andmudler a755608cff chore: ⬆️ Update vllm-metal (darwin) to v0.3.0.dev20260817081527 (#11570)
⬆️ Update vllm-project/vllm-metal (darwin)

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2026-08-18 08:54:51 +02:00
mudler's LocalAI [bot]andmudler 8d8ea91fbf chore: ⬆️ Update CrispStrobe/CrispASR to 3721d402f7bcc911dd4143a58e3da1cc67f09cc2 (#11554)
⬆️ Update CrispStrobe/CrispASR

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2026-08-17 08:57:01 +02:00
mudler's LocalAI [bot]andmudler b6d7046a51 chore: ⬆️ Update vllm-metal (darwin) to v0.3.0.dev20260816085229 (#11553)
⬆️ Update vllm-project/vllm-metal (darwin)

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2026-08-17 08:51:04 +02:00
869b30d18f chore: ⬆️ Update mudler/vllm.cpp to 4880c5715f36445a30bd39d3349a06dc96085a11 (#11515)
* ⬆️ Update mudler/vllm.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>

* fix(vllm-cpp): mirror ABI v20 layouts

The dependency bump advances the engine ABI from v17 to v20. The old
binding stops every backend build at the ABI guard and undersizes
structures used at runtime.

Mirror the appended model and video fields so every platform uses the
pinned engine layout.

Assisted-by: Codex:gpt-5

* fix(vllm-cpp): satisfy Apple Clang

The new engine pin captures a namespace-scope help string in a lambda. Apple Clang rejects the redundant capture because upstream enables -Werror.

Carry the one-line source patch until the engine pin includes the fix.

Assisted-by: Codex:gpt-5

* fix(vllm-cpp): align the carry patch

The Apple Clang patch used context from another source revision.
Source preparation rejected it before every backend build.

Align the patch with the pinned engine revision.

Assisted-by: Codex:gpt-5 [monitoring-prs]

---------

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2026-08-16 21:45:49 +02:00
mudler's LocalAI [bot]andmudler 7a2a624424 chore: ⬆️ Update vllm-metal (darwin) to v0.3.0.dev20260815085651 (#11541)
⬆️ Update vllm-project/vllm-metal (darwin)

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Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
2026-08-16 00:32:04 +02:00
mudler's LocalAI [bot]andmudler a556b1a10d chore: ⬆️ Update ikawrakow/ik_llama.cpp to 8337e4cd3861406fc04e0854b1409cd1b027fbc9 (#11542)
⬆️ Update ikawrakow/ik_llama.cpp

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2026-08-16 00:31:54 +02:00
dependabot[bot]andlocalai-org-maint-bot 4f807eaa06 chore(deps): bump vllm from 0.25.1 to 0.26.0 in /backend/python/vllm (#11402)
* chore(deps): bump vllm from 0.25.1 to 0.26.0 in /backend/python/vllm

Bumps [vllm](https://github.com/vllm-project/vllm) from 0.25.1 to 0.26.0.
- [Release notes](https://github.com/vllm-project/vllm/releases)
- [Changelog](https://github.com/vllm-project/vllm/blob/main/RELEASE.md)
- [Commits](https://github.com/vllm-project/vllm/compare/v0.25.1...v0.26.0)

---
updated-dependencies:
- dependency-name: vllm
  dependency-version: 0.26.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>

* fix(vllm): pin Intel source build to release

Build the Intel XPU backend from vLLM 0.26.0 instead of the moving main branch, and use the Triton XPU version required by that release's torch 2.12 dependency.

Assisted-by: Codex:gpt-5 [systematic-debugging]

---------

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2026-08-15 14:38:08 +02:00
localai-org-maint-botandlocalai-org-maint-bot ce8a04fe46 fix(stablediffusion): embed Metal library (#11531)
The Darwin workflow passes BUILD_TYPE=metal but does not define OS=Darwin. The backend therefore omitted its Metal CMake flags and shipped the runtime source path instead of the embedded library.

Map the requested build type directly to the Metal flags and guard the build contract with a dry-run regression test.

Assisted-by: Codex:gpt-5

Co-authored-by: localai-org-maint-bot <306269227+localai-org-maint-bot@users.noreply.github.com>
2026-08-15 13:15:55 +02:00
dependabot[bot] 9f17f5e76c chore(deps): bump sentence-transformers from 5.6.1 to 5.7.0 in /backend/python/transformers (#11499)
chore(deps): bump sentence-transformers in /backend/python/transformers

Bumps [sentence-transformers](https://github.com/huggingface/sentence-transformers) from 5.6.1 to 5.7.0.
- [Release notes](https://github.com/huggingface/sentence-transformers/releases)
- [Commits](https://github.com/huggingface/sentence-transformers/compare/v5.6.1...v5.7.0)

---
updated-dependencies:
- dependency-name: sentence-transformers
  dependency-version: 5.7.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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2026-08-15 13:14:13 +02:00
mudler's LocalAI [bot]andmudler 342f9bc9d2 chore: ⬆️ Update ggml-org/whisper.cpp to 1fe009caeda75f69bc864d6370b10674e45a92bd (#11524)
⬆️ Update ggml-org/whisper.cpp

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Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
2026-08-15 13:11:59 +02:00
mudler's LocalAI [bot]andmudler ac468f743c chore: ⬆️ Update CrispStrobe/CrispASR to cc498701f1a68d88dd489803ebad10053a924322 (#11523)
⬆️ Update CrispStrobe/CrispASR

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Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
2026-08-15 12:41:56 +02:00
mudler's LocalAI [bot]andmudler ee3604b294 chore: ⬆️ Update vllm-metal (darwin) to v0.3.0.dev20260814013332 (#11522)
⬆️ Update vllm-project/vllm-metal (darwin)

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Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
2026-08-15 12:41:10 +02:00
mudler's LocalAI [bot]andmudler 81d8507a26 chore: ⬆️ Update ikawrakow/ik_llama.cpp to 43afea46c25a12aae6db1e3105643267164898b4 (#11527)
⬆️ Update ikawrakow/ik_llama.cpp

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Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
2026-08-15 12:40:10 +02:00
mudler's LocalAI [bot]andmudler 58a37fa2c9 chore: ⬆️ Update CrispStrobe/CrispASR to cb082743c456ac77aec0947de36e6420a933da04 (#11510)
⬆️ Update CrispStrobe/CrispASR

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Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
2026-08-14 15:05:08 +02:00
mudler's LocalAI [bot]andmudler 1dd6af0977 chore: ⬆️ Update ikawrakow/ik_llama.cpp to 981e5ea0d7579b4803c86afbb09a7cd7d7bf3bb8 (#11509)
⬆️ Update ikawrakow/ik_llama.cpp

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Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
2026-08-14 15:04:53 +02:00
mudler's LocalAI [bot]andEttore Di Giacinto 0c9d4bf9cc fix(vllm-cpp): build every CUDA architecture the platform can host (#11512)
The vllm-cpp CUDA images were built for Blackwell only: 120a;121a on
amd64 and 121a alone on arm64. vllm.cpp's own release archive builds ten
architectures, so LocalAI shipped one or two of them.

The failure mode is the problem. An unlisted card is not slower, it dies
at the first request with "no kernel image is available for execution on
the device", long after `backends install` reported success. That covers
A100, A10/3090, L4/4090/RTX 6000 Ada, H100/H200, B200, B300, Jetson Orin
and Jetson Thor, and it is how a Jetson Thor node was found serving
nothing at all.

amd64 now builds 80;86;89;90a;100a;103a;120a;121a and arm64 builds
87;90a;100a;110;121a, split by where the silicon exists: Jetson is
arm64-only, desktop 120a is amd64-only, and 90a/100a are on both because
of GH200/GB200.

Triton-AOT stays ON for both, which the old comment said was impossible.
It is not, at the version we pin: only maintainer REGEN needs a single
arch, while the BUILDER path embeds every vendored cubin tree and selects
by exact SM, so 87/103a/110/120a take the portable CUDA kernels and can
never load a neighbouring cubin. Upstream ships its ten-SM archive that
way.

The CUDA 13 guard now covers both branches rather than amd64 alone. arm64
needs compute_121a just as much, and CI already builds it with 13.

Cost is smaller than the arch count suggests, because gencode is
per-source: fp4-mma still resolves to 120a;121a, and the CUTLASS
scaled-mm kernels to one arch each, so the added architectures do not
multiply the expensive translation units.

Verified: flag generation checked for both branches, CUDA 12 still
refused, CPU build untouched; both arch lists expanded through vllm.cpp's
own vt_cuda_gencode_options and per-feature arch gating, and all six
vendored Triton trees confirmed intact, at the exact pinned commit. A
real compile is CI-only: there is no CUDA toolchain on the dev box.


Assisted-by: Claude Code:claude-opus-5[1m] [Read] [Bash] [Edit]

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
2026-08-14 08:53:27 +02:00
mudler's LocalAI [bot]andmudler f86df43415 chore: ⬆️ Update vllm-metal (darwin) to v0.3.0.dev20260813121949 (#11507)
⬆️ Update vllm-project/vllm-metal (darwin)

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Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
2026-08-14 08:42:23 +02:00
dependabot[bot] 90b3585080 chore(deps): update transformers requirement from >=5.14.1 to >=5.15.0 in /backend/python/transformers (#11500)
chore(deps): update transformers requirement

Updates the requirements on [transformers](https://github.com/huggingface/transformers) to permit the latest version.
- [Release notes](https://github.com/huggingface/transformers/releases)
- [Commits](https://github.com/huggingface/transformers/compare/v5.14.1...v5.15.0)

---
updated-dependencies:
- dependency-name: transformers
  dependency-version: 5.15.0
  dependency-type: direct:production
...

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2026-08-13 22:28:05 +02:00
071952a964 chore: ⬆️ Update ggml-org/llama.cpp to 84e908c625fb60992b4cdef8180fb12fa9b4c4bf (#11473)
* ⬆️ Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>

* fix(llama-cpp): refresh the TTS patch

The llama.cpp update moved and changed the generated-audio pipeline. Refresh the carried patch so backend builds can apply it to the new revision.

Assisted-by: Codex:gpt-5.4

---------

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2026-08-13 22:27:45 +02:00
dependabot[bot] b2ff2b5477 chore(deps): bump packaging from 26.2 to 26.3 in /backend/python/coqui (#11497)
Bumps [packaging](https://github.com/pypa/packaging) from 26.2 to 26.3.
- [Release notes](https://github.com/pypa/packaging/releases)
- [Changelog](https://github.com/pypa/packaging/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/pypa/packaging/compare/26.2...26.3)

---
updated-dependencies:
- dependency-name: packaging
  dependency-version: '26.3'
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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2026-08-13 22:25:41 +02:00
dependabot[bot] 8c69a5f77a chore(deps): bump backend/rust/kokoros/sources/Kokoros from 7089168 to 29e99ad (#11496)
chore(deps): bump backend/rust/kokoros/sources/Kokoros

Bumps [backend/rust/kokoros/sources/Kokoros](https://github.com/lucasjinreal/Kokoros) from `7089168` to `29e99ad`.
- [Commits](https://github.com/lucasjinreal/Kokoros/compare/7089168f0ca2d8e1fcd8e523c9d75d915c6afdff...29e99ad5a5aa64b97e1e8e963e6d73b0267d796a)

---
updated-dependencies:
- dependency-name: backend/rust/kokoros/sources/Kokoros
  dependency-version: 29e99ad5a5aa64b97e1e8e963e6d73b0267d796a
  dependency-type: direct:production
...

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2026-08-13 22:25:22 +02:00
fieryWaters 1ef10721c8 fix(parakeet-cpp): enable Metal in macOS builds (#11492)
Forward BUILD_TYPE=metal to PARAKEET_GGML_METAL so macOS backend artifacts include Metal support.

Assisted-by: Codex:gpt-5.6-sol

Signed-off-by: fierywaters <fierywaters13@gmail.com>
2026-08-13 10:47:27 +02:00
mudler's LocalAI [bot]andmudler 9ab62cbb38 chore: ⬆️ Update leejet/stable-diffusion.cpp to de298c225bed97c3f9026b73cd7b71e7879bd41b (#11469)
⬆️ Update leejet/stable-diffusion.cpp

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2026-08-13 08:25:21 +02:00
mudler's LocalAI [bot]andmudler e9b94e54a3 chore: ⬆️ Update CrispStrobe/CrispASR to ce521ee178867ceaa5fdc11803616578c8936c19 (#11470)
⬆️ Update CrispStrobe/CrispASR

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2026-08-13 08:25:05 +02:00
mudler's LocalAI [bot]andmudler 6fc46e83e1 chore: ⬆️ Update vllm-project/vllm cu130 wheel to 0.27.1 (#11468)
⬆️ Update vllm-project/vllm cu130 wheel

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2026-08-13 08:24:45 +02:00
mudler's LocalAI [bot]andmudler 1fa9f2969d chore: ⬆️ Update vllm-metal (darwin) to v0.3.0.dev20260812005333 (#11467)
⬆️ Update vllm-project/vllm-metal (darwin)

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2026-08-13 08:24:32 +02:00
mudler's LocalAI [bot]andmudler 2b1f6d27e9 chore: ⬆️ Update ikawrakow/ik_llama.cpp to c46ffaa5665cfb2d6cf372c9a054dbab896e14fe (#11482)
⬆️ Update ikawrakow/ik_llama.cpp

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2026-08-13 00:47:11 +02:00