Commit Graph
488 Commits
Author SHA1 Message Date
Ettore Di Giacinto afb06fd42f docs(addons): describe manifest api 2 only and update the test inventory
The add-on guide names one manifest api, one way to move a file and no
migration path, and drops the section on arguments of older tool
versions. The Swagger files are generated again, which also brings in
fields that the last generation missed, and the test of the apps view
now emits every field it documents. The inventory of the add-on suites
lists the specs by their new names.

Assisted-by: Claude:claude-sonnet-5-5 go swag
2026-11-03 16:57:13 +00:00
Ettore Di Giacinto 1834d4fd72 refactor(addons): make manifest api 2 the only version
No release ever shipped add-ons, so there is no installed base on api 1.
The manifest must now declare api {"min": 2, "max": 2}; a manifest with
api 1, no api or a wider range is refused with a message that names the
range.

Every field that was gated on api 2 is now part of the contract, so the
Min*API constants and their gates are gone, and so are HostAPIMin and
the apiMin host field. Three older-manifest shims go with them: the
resource listing the host implied for one add-on, the legacyArgs hint
for arguments an older version of a tool took, and the tests that
checked the gates. All shipped manifests and the test fixtures declare
api 2.

Assisted-by: Claude:claude-sonnet-5-5 go test
2026-11-03 16:15:07 +00:00
Ettore Di Giacinto 7efb20bd1f feat(studio): read and send large connector files by handle
For a kind that declares files.transfer, the connector manager gives the
add-on a handle and not the bytes, in both directions.

Inbound, the add-on streams the file to the host. The chat upload then
reads it from the blob store, so a 6 MB PDF reaches the chat. Outbound,
the manager checks the access of the chat to the file, gives the
process that runs the add-on only the hash and the size of the content,
and the add-on pulls the chunks. The file limit of such a kind has no
inline cap: it is the smallest of the host ceiling, the ability the kind
declares and the limit the owner set for the bot, and the sentence names
the number and the layer. A kind without transfer keeps the 1 MiB inline
cap, and its sentence says so.

Checks: the files of one message may add up to three times the limit;
the media type that the add-on states must be among the types the kind
declares; an outbound file must have a type that the kind declares and
must not start with an HTML page. Every transfer writes one audit line
with direction, binding, size, result, layer and time, and no name or
content. The binding page no longer says "larger files need streaming"
for a kind that streams.

The specs run the real Telegram and Slack add-ons, the real gateway and
the real file operations over scripted platform APIs, with a 6 MB file in
each direction.

Not in this change: a daily byte counter per binding, and a virus scan
(the table has a hook that accepts everything).

Assisted-by: Claude:claude-sonnet-5-5 go test
2026-11-03 15:54:45 +00:00
Ettore Di Giacinto 164d51f263 feat(connectors): read the builtin grants of the agent at the connector gate
The grants of an agent were stored and listed, but only the proposal kinds
read them. The connector gate now reads them too, so a tool exists when
the sender holds the capability on the binding, the agent holds the grant
and the chat did not switch the tool off.

It covers triggers.propose, triggers.run, talkback.channels,
talkback.new_channel and files.upload. Every question that goes through
the gate asks the grants: the capabilities of a turn, the check of a
feature that has a sender, and a run without a sender, so a trigger that
fires from a message pauses when the grant goes.

An agent with no grant list keeps the capabilities that are not
sensitive, as before. A sensitive one (talkback.new_channel) needs the
explicit grant. Once any grant is on the list, the list is the whole
answer. The act.* grants are not enforced: the action policy of unattended
runs that uses them does not exist yet.

Assisted-by: Claude:claude-sonnet-5-5 go test
2026-11-03 15:41:45 +00:00
Ettore Di Giacinto 2b588a7350 fix(connectors): hold add-on write tools to tools.write in connector chats
A write tool of an add-on that holds a credential was protected only by
the write mode of the connection and the confirmation of the proposal.
In a connector chat it now also needs the capability tools.write for the
sender of the turn, through the same Authorize path as the other
capabilities: the tool is not offered without it, a call is checked again
and every decision is audited. The default is no.

The rule is by shape, not by name. The manifest says an add-on holds a
credential, and contract.ToolPermission maps its non-read tools to
tools.write. The chat reads the permission from the tool definition, so
the core names no add-on.

Also close a hole in local-owner mode, where a chat turn and the browser
share one credential: a proposal that waits for a person could be
confirmed from a chat turn. The call of a chat tool now carries a mark,
and the owner refuses to confirm such a proposal under it. A remote owner
does not see the mark; local-owner mode has no remote owner.

Assisted-by: Claude:claude-sonnet-5-5 go test
2026-11-03 15:41:45 +00:00
Ettore Di Giacinto 15e2321d50 feat(connectors): edit the permissions of a binding on the shared connector page
Bindings saved before permissions were enforced have no capabilities, so
they deny files from senders, triggers, memory writes and talk-back, and
the owner could only fix that through the REST API.

The shared connector page now has a section for it, so every connector
add-on gets it: a switch and a description for each capability with the
sensitive ones marked, the role matrix (never a sensitive capability, never
above the ceiling), pairing with a code shown once, the approved channels
for talk-back, and a read-only view of the access check with the latest
decisions. A binding with no capability shows a notice that says why the
features are off, with an "Allow the usual" button that turns on the
non-sensitive everyday set.

The kinds endpoint returns the closed list of capabilities with a title,
a description and the sensitive and usual flags. The field is additive.

Assisted-by: Claude:claude-sonnet-5-5 go node playwright swag
2026-11-03 15:36:21 +00:00
Ettore Di Giacinto 69b89ac049 feat(studio): add one-off timers and plain-word answers to chat triggers
"Do it in 10 minutes" and "at 18:00" now work from a connector chat. The
agent proposes a timer with when {"in": ...} or {"at": ...}; it runs
the model once, reports to the chat it was set in, and is removed, also
when the run failed. A timer is at least one minute and at most a year
away. Recurring triggers keep their one-hour floor. Every proposal and
confirmation text states the cost: one model run.

A proposal is answered with a plain word in the same thread: yes, ok,
no, cancel. The code stays as a fallback when several proposals wait.
Only the whole message of an allowed sender counts, and only when the
capability gate allows it, so nothing the agent read can approve.

The approval setting of a binding now takes effect. In auto mode the
trigger is made at once and the chat is told how to cancel it; in
auto_readonly mode that holds only for a proposal that says its runs
only read. The owner's limits bound it, and a proposal over a limit is
asked instead, with the reason. Recurring triggers made this way end
after the lifetime.

Assisted-by: Claude:claude-sonnet-5-5 go
2026-11-03 14:59:30 +00:00
Ettore Di Giacinto 24c837e453 feat(studio): grant built-in capabilities to a saved agent
A saved agent now has a Builtins list: the capabilities its owner gave
it (memory.write, profile.write, skills.write, pages.write,
dashboard.write, triggers.propose, triggers.run, talkback.channels,
talkback.new_channel, files.upload, act.files, act.addons, act.send,
act.spend and the opt-in group saved_agents). The list is empty by
default, and nothing turns a grant on for a template, an import or a
write that omits the field.

A chat of the agent holds the grants the user may use at the turn
(agent scope). A tool exists when the grant is held, the chat did not
switch its group off and the run can hold rights: a sub-agent or a run
that started by itself never does. propose_change and revert_change
now exist only for a chat that holds the grant of at least one kind,
and the schema lists only those kinds.

propose_change gains the kinds skill, page and dashboard. A skill is a
SKILL.md for the personal or the agent layer, and a skill with
locked: true is refused, also as a shadow of a locked personal skill.
A page is a set of files checked against the Pages rules and written
as one change set. The dashboard is a home.json checked against its
schema. All three are re-checked when the owner confirms or edits.

GET /api/chats/agents/builtin-grants lists each grant with its title,
description and sensitive flag. The agent record, the write body and
the export file carry builtins; an old file imports as before and an
unknown name is dropped in an import and refused in a write.

Assisted-by: Claude:claude-sonnet-5-5 go gofmt swag
2026-11-03 14:56:42 +00:00
Ettore Di Giacinto e790271c63 feat(addons): let the GitHub add-on write, under a per-connection write mode
A connection now has a write mode, chosen on the add-on page: off (the
default), propose (each change waits for the person to confirm) or auto
(a chat of the person makes it at once). The host enforces it for every
write tool of an add-on that holds a credential, before the add-on is
called, and holds the call to the repository list of the connection.

Host:
- Binding.WriteMode, stored in both stores and in the connector API
  (write_mode). Absent means off, so existing bindings stay read only.
- A credentialed add-on may declare write tools. They name the resource
  with the credential slot argument, never resourceId. A tool can set
  approval "always", a ceiling that keeps a proposal even in auto.
- The proposal broker fetches the credential for the preview and again
  for the apply, so it is never stored. A mode lowered between the
  proposal and the confirmation refuses the apply. A proposal that
  awaits a person cannot be confirmed by a chat turn.
- New capability name tools.write for the roles a connector kind
  declares.

Add-on, tools (kind write): comment-issue, comment-pr, create-issue,
edit-issue (title, close or reopen), add-labels, review-comment-pr.
They preview plain facts, refuse a stale target, cap and screen the
text for secrets, and keep a receipt journal plus a hidden marker in the
text, so a change whose answer was lost is not sent twice.

Assisted-by: Claude:claude-sonnet-5-5 go gofmt ginkgo node
2026-11-03 14:53:20 +00:00
Ettore Di Giacinto 337a034601 feat(addons): declare document slots and legacy arguments in the manifest
The four document skill names were code in the contract, the hint for
binary files kept its own list of formats and libraries, and the chat
boundary rewrote the old arguments of one add-on by its ID.

A skill that shadows a name can now declare the slot it serves: kind,
file extensions, name words and a library hint. A tool can declare
legacyArgs, the arguments it refuses now, each with a hint. Both need
manifest api 2. The four default slots move to a data file that the
contract reads, so a manifest that declares nothing keeps working.

The host takes the replaceable names, the files a skill covers and the
hint for a script from the skills the add-ons list. It compares no
format or add-on ID. A guard spec fails when it does again. The Office
manifest declares its slots and legacy arguments and accepts api 2.

Assisted-by: Claude:claude-sonnet-5-5 go gofmt
2026-11-03 14:45:43 +00:00
Ettore Di Giacinto b8626132ae feat(connectors): let the agent write to listed channels with send_message
A connector chat whose sender holds talkback.channels gets the tool
send_message. It writes in the conversation, or as a new top-level
message in a channel that the owner listed on the binding (id, label,
approved; at most 10). The tool names no platform.

An unlisted channel is refused and the error lists the ones that are.
A listed channel that the owner did not approve needs the sensitive
talkback.new_channel for each message, so only a paired sender can use
it. The agent cannot add or approve a channel, so text it read in a page
or a file cannot widen where it writes.

Messages go through the outbox (rate limit and queue), with the size cap
and the mention breaking. Each attempt adds an audit row with channel,
kind, capability, length and a hash, never the text.

A trigger can report to an approved channel with delivery target
channel. The binding, the capability and the listing are checked again
when the run ends; any failure sends the notice to the Inbox.
LOCALAI_DISABLE_CONNECTOR_TALKBACK turns both off.

Assisted-by: Claude:claude-sonnet-5-5 go swag
2026-11-03 14:42:21 +00:00
nexxtmobile.de 8451212bd7 docs(realtime): explain transcript language tags
Assisted-by: Codex:gpt-6
Signed-off-by: nexxtmobile.de <git@nexxtmobile.de>
(cherry picked from commit 005a2d4ce8)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-03 14:40:50 +00:00
jaeminbird d9b2f9c900 fix(anthropic): honor object tool_choice on /v1/messages
Anthropic sends tool_choice as an object: {"type": "auto" | "any" |
"none"} or {"type": "tool", "name": ...}. The endpoint only read the
"tool" object, so {"type": "none"} still offered the tools and
{"type": "any"} did not require a call. The object was also forwarded
to the backend unchanged, and the llama.cpp backend turns any object
tool_choice into "required", so even {"type": "auto"} forced a tool
call there. Read the object form, and forward the OpenAI equivalent.

Assisted-by: Claude:claude-opus-5-5
Signed-off-by: jaeminbird <jaeminbird@gmail.com>
(cherry picked from commit 5bd07865a3)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-03 14:40:50 +00:00
jaeminbird fb07f676a9 fix(anthropic): report max_tokens when the token budget is exhausted
/v1/messages always answered stop_reason "end_turn" for text replies,
even when generation stopped at max_tokens. Clients that continue a
truncated turn (the Anthropic SDKs, Claude Code) treated the cut-off
reply as complete. Use the same check the OpenAI endpoint uses for
finish_reason "length", in both the streaming and non-streaming paths.

Assisted-by: Claude:claude-opus-5-5
Signed-off-by: jaeminbird <jaeminbird@gmail.com>
(cherry picked from commit d905ab5fdc)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-03 14:40:50 +00:00
localai-org-maint-bot c75c608f90 fix(gallery): pin Stable Audio SFX weights
The mutable upstream download no longer matches the gallery checksum.
Pin the file to an immutable revision with the published expected hash.
Regenerate the compatibility gallery and document installation.

Fixes #12924

Assisted-by: Codex:gpt-6
(cherry picked from commit 800855297b)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-03 14:40:50 +00:00
Ettore Di Giacinto 474e3eefbe refactor(addons): pick engine job backends by gallery tag
The finetune.start and quantize.start operations defaulted to the
backend names "trl" and "llama-cpp-quantization", and the backend
lister had one method per engine family. Both were special cases that
a new engine could not use.

The lister now answers for a gallery tag. A start call that names no
backend gets the first installed backend of the tag in gallery order,
and a named backend must carry the tag. With no engine installed the
call fails with a 400 that says so. The shipped gallery order keeps
trl and llama-cpp-quantization as the defaults, and a test pins it.

The change is additive for add-ons: no manifest field or operation
changes.

Assisted-by: Claude:claude-sonnet-5-5 go gofmt
2026-11-03 14:39:13 +00:00
Ettore Di Giacinto b15905e90f fix: restore the files that the previous commit removed by mistake
The previous commit was made on a stale base and so reverted work that
landed on master before it. This commit puts every file back to the
state of its parent's parent. The permission enforcement of the
previous commit stays.

Assisted-by: Claude:claude-sonnet-5-5 go
2026-11-03 14:33:05 +00:00
Ettore Di Giacinto 9e6d6520bd feat(connectors): enforce add-on permissions on each connector turn
The capabilities, role grants and pairing that a connector binding
stores now decide what a sender can make the agent do.

Authorize is one pure function: the capability must be in the owner's
ceiling for the binding and the sender must be on the allowlist. A
sensitive capability then needs a paired sender; roles never count for
it. Any other capability needs a pairing or a role that the owner
granted and that the kind lists. The default is no.

Each message gets a grant for its sender. A message that joins a
running turn narrows it to what both senders may do. The tool builder
offers a gated tool only for a held capability, and the tool checks
again when the model calls it, so a call that gets through is refused
with the reason. Today this covers propose_change (memory and profile
kinds), revert_change, the trigger tools, and files sent to the bot. A
chat worker gets the grant with the start request.

The capability gate that the trigger features ask is now answered by
Authorize, and the application sets it. Other features can add a
global switch with AddCapabilitySwitch.

Every use records an allow or deny row (time, binding, sender IDs,
roles, capability, result; no text or codes). GET
/api/chats/connectors/{id}/access returns the effective permissions
per kind of sender and the latest rows, for an add-on settings page.

A binding saved before this change has no capabilities, so its senders
lose these features until the owner enables them.

Assisted-by: Claude:claude-sonnet-5-5 go swag
2026-11-03 14:32:01 +00:00
Ettore Di Giacinto 15740acbb9 feat(studio): describe every built-in tool switch and let a saved agent set them
The Tools menu of a chat listed a ninth built-in group, "changes", by its
raw ID with no text, and only some rows said what a switch did. The
registry now carries a title, a description of what the model can do when
the group is on, and what happens when it is off, for every group. Groups
that nobody described fall back to the label and description of their
first tool, so a new tool group needs no change in the interface.

An add-on row can show the title and description its manifest declares:
the broker may implement the optional AddonLister, and the lists carry
both fields next to the ID.

A saved agent gets builtins_off and builtins_on. builtins_off is a
ceiling: a chat of the agent shows the group off with a reason and cannot
switch it on, and a sub-agent follows it. builtins_on lists the opt-in
groups the agent's chats start with. Both are additive columns, a write
that does not name them keeps the stored ones, and groups the server does
not offer are dropped so an imported file still loads. An agent with
switches exports as version 3, so an older server refuses the file
instead of giving the agent every tool; a single-folder agent without
switches still exports as version 2.

Assisted-by: Claude:claude-sonnet-5-5 go gofmt swag
2026-11-03 14:30:07 +00:00
Ettore Di Giacinto 3bbb40b6ff feat(addons): GitHub settings page, registration and docs
Add the GitHub connection page (fine-grained token, repository list,
read-only note, Test that checks each listed repository), let the shared
connector page hide messaging settings for a kind that carries no
messages, register the add-on in the package matrix and the catalog, and
document the credential slot and the GitHub add-on.

Assisted-by: Claude:claude-sonnet-5-5 [go node]
2026-11-03 14:20:22 +00:00
Ettore Di Giacinto 878c9ee9d7 docs(agents): describe several folders for a saved agent
Cover the folders field, the nested-folder mode rule, the new mount
names, the shared-folder budget that no longer refuses a chat, and agent
file version 3.

Assisted-by: Claude:claude-sonnet-5-5
2026-11-03 14:11:37 +00:00
Ettore Di Giacinto ab78cd0301 feat(studio): propose triggers from a connector chat and report back there
A connector chat can now propose a trigger, the person answers it in the
chat, and the run reports to the chat.

The trigger tools propose_trigger and list_triggers are offered in a
connector chat when a capability gate allows triggers.propose for the
binding. The gate is a small interface on the service with a deny-all
default, so nothing changes until the application sets one. Change and
delete stay in Studio.

A proposal from a chat stores the binding, chat and thread, a four
character code and a 24 hour expiry. The host writes the proposal and the
code in that chat. "confirm CODE" or "cancel CODE", as a whole message in
the same chat and thread, is handled before any model turn and needs
proposals.confirm. A binding may make 3 proposals an hour. Proposals that
lapse are marked expired, and the proposal card shows that state.

A trigger carries a delivery: the Inbox (default) or the chat of the
proposal, with the modes always, on_change and on_problem. The host writes
the last message of the run, cut and with broadcast mentions broken; a
message of exactly [SILENT] writes nothing; three failures in a row raise
one alert per 6 hours. A failed delivery falls back to the Inbox. Host
messages of a binding go through an outbox of 20 a minute that queues the
rest. While triggers.run is off, runs of such a trigger are skipped, not
replayed, and the record is unchanged. The audit records each step with a
hash and no text.

Assisted-by: Claude:claude-sonnet-5-5 go test ginkgo eslint
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-03 14:00:31 +00:00
Ettore Di Giacinto df14cf43e2 feat(addons): add the Short memory add-on
The add-on declares the three index files of the person's notes
(capabilities.contextFiles, manifest API 2), so the host loads them into
the prompt and serves their topics with context_read. It ships two skills:
memory, whose description asks the model to read the matching topic before
it answers almost anything and to save a note only as a proposal the person
confirms, and memory-check-own-files, which says what the model can and
cannot read. Its executable serves no tool, and its page explains the notes
and opens the Memory tab of the account.

The add-on joins the packaging matrix, the release workflow, the library
index and the case inventory. The declared capabilities the host hands to
an add-on now include the context files.

Assisted-by: Claude:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-03 13:57:28 +00:00
Ettore Di Giacinto 1f481b0747 feat(connectors): add-on roles and permissions, and sender pairing
A connector kind can now declare the roles it gives to a sender and the
capabilities it can grant to a role. The owner of a binding enables a
ceiling of capabilities and maps roles to them. The host stores these
values and returns them with the binding and the kind list, so an add-on
settings page can show them.

Capability names are a closed list owned by the host. Sensitive names
may be listed by a kind but are never granted to a role; only a paired
sender can use them.

Pairing proves that the owner controls a platform account. The owner
asks for a one-use code (valid ten minutes) and sends it as a direct
message to the bot from an allowlisted account. The host checks the code
before any model turn and never logs it. A binding holds three paired
senders, a pairing ends after 90 days, and five wrong codes in an hour
lock the sender out for an hour.

Contract: connector kinds gain optional roles and permissions, and a
message gains optional roles. They need manifest api 2, which the host
already accepts; protocol is unchanged and manifests that declare
nothing new behave as before. The host drops roles a kind does not
declare.

Enforcement of the capabilities by feature is not part of this change.

Assisted-by: Claude:claude-sonnet-5-5 go swag
2026-11-03 13:52:56 +00:00
Ettore Di Giacinto 76c79e5ae6 docs: the bot always reads the thread of a mention
Remove the instructions to switch thread reading off and the
thread_context field from the API reference. The privacy statement
stays: the bot reads only the thread where it was mentioned.

Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-03 11:54:41 +00:00
Ettore Di Giacinto 0f5faf5249 docs(connectors): document the file limits and the files ability
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-03 11:47:51 +00:00
Ettore Di Giacinto dae3d34a21 feat(ui): show chats that no person started apart from the person's chats
Chats that a trigger, a connector, a job or a page started no longer fill
the sidebar, Jump back in or the default All chats list. All chats gets a
second tab, From add-ons and automations, that groups them by origin kind
and by origin, using the name of the binding or the trigger (a kind this
release does not know falls under a generic group). The All chats entry
in the sidebar shows how many of them wait for the person. Ctrl+K still
finds every chat and marks these with a badge, and a transcript of such a
chat says what started it, with a link to its page. The browser remembers
the tab.

The lists ask the server for origin=person or origin=automated, so a
burst of bot chats cannot push a person's chats off a page.

Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-03 11:41:13 +00:00
Ettore Di Giacinto d0ac371e01 fix(studio): do not report a draft chat as not selected
A chat that is not created yet has no add-on bound to it, so its
execution status cannot be read. The host now says so with the reason
draft, and the Home composer shows no commands warning for it.

Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-03 11:31:37 +00:00
Ettore Di Giacinto 095d621b03 docs(chats): describe thread context, the follow setting and connector options
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-03 11:30:11 +00:00
Ettore Di Giacinto bcd81fbc2e docs(addons): document the network capability
Describe capabilities.network for add-on authors: its fields, how the
host control attaches to it, that the chats_egress_* settings keep their
names and values, and how a manifest without the field keeps working.

Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-03 10:58:46 +00:00
Ettore Di Giacinto 63066ed1c3 docs(addons): say that core words the provider by its declared title
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-03 10:43:37 +00:00
Ettore Di Giacinto 61c54dc833 refactor(studio): word the command provider text without naming an add-on
The prompt, the Tools menu reasons, the network error texts, the CLI help,
the API instructions and the assistant tool descriptions said "Sandbox" for
the add-on that runs commands. Core must not know that name.

The reason a chat has no commands now uses the title the provider declares
("the Zeta add-on is off for this chat") or, when none is installed, says
"the add-on that runs commands". Text that has no provider in hand speaks of
the network of commands or of an add-on that isolates them.

Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-03 10:43:37 +00:00
Ettore Di Giacinto d2afbb4576 docs(addons): document the resource listing declaration
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-03 10:24:42 +00:00
Ettore Di Giacinto 0cd265e86e merge: bring master into the proposal UI branch
Union of both case lists in the add-on suite inventory; the swagger
files are regenerated from the merged code.

Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-03 10:21:41 +00:00
Ettore Di Giacinto c1876803a3 docs(chats): describe the proposal card, the Proposals page and the Memory tab
Document the optional body of the confirm route, the context-files route,
the card the thread draws for any kind and source, and the Memory tab. The
context-file listing is a person's own action, so the actor scan allows it.

Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-03 10:15:03 +00:00
Ettore Di Giacinto d123435208 docs(addons): document the execution descriptor of a commands tool
Describe the descriptor for add-on authors: its fields, what the host
does with them, the API 2 requirement and the behavior of a manifest
that declares none. Add the new fields to the generated API docs.

Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-03 10:07:46 +00:00
Ettore Di Giacinto b4734eef68 merge: bring master into the proposal UI branch
The Memory page reads the context-file sources that master added.

Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-03 09:42:29 +00:00
Ettore Di Giacinto 14d7fc631c feat(studio): wire the proposal store and document change proposals
Open the proposal store beside the chats (auth database, file or memory)
and document the mechanism for add-on authors: the wire record, the
limits, the gate, the audit, the REST routes and how a cluster shares
it. Update the registry and actor-scan specs for the new tools.

Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-03 09:37:07 +00:00
Ettore Di Giacinto 2e5f6fe4f1 docs(chats): describe attach_file and send_file for add-on authors
Say that the agent can attach an existing file, what limits apply, and
that the host sends every file through the send_file op so an add-on needs
no code for it. Ask add-ons to return a short plain message when the
platform refuses a file.

Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-03 09:33:24 +00:00
Ettore Di Giacinto a8dfbebd81 docs(addons): document context files for add-on authors
Describe how a component declares a source (scope, path, cap), the index
format, what a turn carries and the limits, and how a chat of a saved agent
reads its own notes without gaining access to the files. Add the agent
profile file to the page on making LocalAI yours.

Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-03 09:28:57 +00:00
Ettore Di Giacinto 52c59004ac test(chats): clarify configured timeout success
Describe the 1.2-second case as success within its configured timeout,
not as exceeding the actual 60-second connector default.
Remove trailing whitespace from the P2P command example.

Assisted-by: nib:gpt-6.1-sol
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-03 09:21:06 +00:00
Ettore Di Giacinto e49f456ea3 fix(p2p): bind resource limits at CLI boundaries
Pass the resource-limit choice through application and node configuration.
Keep only the exact string true enabled, including worker and explorer
entry points. Leave other legacy environment reads unchanged.

Assisted-by: nib:gpt-6.1-sol
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

Assisted-by: Claude Code:claude-sonnet-5-5
2026-11-03 09:21:06 +00:00
Vivek1898 87b37b9cb8 fix(p2p): print the p2p-worker command, not the pre-v4 worker one
Root cause: #9124 moved the llama.cpp P2P worker under `p2p-worker` and
made `worker` the generic distributed worker, but the hint printed after
`run --p2p`, the Swarm page's command builder and the docs kept the old
`local-ai worker p2p-llama-cpp-rpc`, which the parser now rejects with
"unexpected argument p2p-llama-cpp-rpc". The MLX shard command had the
same stale prefix.

The hint becomes a constant that a test parses against the real CLI
tree, so the printed command cannot drift from the command set again.

Fixes #13032

Assisted-by: Claude:claude-fable-5-1
Signed-off-by: Vivek1898 <viveksingh27795@gmail.com>
(cherry picked from commit 3c11ab96a0)

Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-03 09:21:06 +00:00
Stefan Walcz 650b2c7acd fix(chats): give MCP connector tool calls the MCP tool timeout
A tool call through an MCP connector was cut after the connector
package default of 60 seconds, while the model's own MCP servers allow
360 seconds. Research and document tools behind a connector take
minutes, so a saved agent lost them mid-turn with "connection closed:
calling tools/call: client is closing" and the model fell back to a
weaker tool.

The connector service now gets the MCP tool timeout the rest of
LocalAI uses (DistributedConfig.MCPToolTimeoutOrDefault, 360 s by
default). The package default and the per-call output cap are
unchanged.

Tests in core/application start the connector service on JSON stores
against a slow MCP server: the timeout defaults to the MCP tool
timeout, a tool slower than the old cap but within the timeout
returns, and a tool past the timeout is still stopped.

Docs: chats-connectors.md, "How chats use them".

Assisted-by: Claude Code:claude-opus-5-5
Signed-off-by: Stefan Walcz <stefan.walcz@walcz.de>
(cherry picked from commit 99f663a777)
2026-11-03 09:17:42 +00:00
Stefan Walcz dcd37a10ef fix(xsysinfo): read AMD GPU memory from sysfs when rocm-smi is missing
getAMDGPUMemory only asked rocm-smi. ROCm 7+ images no longer ship it
(only amd-smi, whose Python module is missing in the image), so on an
AMD Strix Halo (gfx1151, ROCm 10.1 image) GET /api/resources returned
"gpus": null and aggregate.gpu_count 0, and the Models page said
"No GPU found. Fit is measured against 122.7 GB of memory" while
inference ran on the GPU.

The amdgpu driver exposes the same figures in sysfs, readable inside the
container:

  /sys/class/drm/card0/device/vendor              0x1002
  /sys/class/drm/card0/device/mem_info_vram_total 536870912
  /sys/class/drm/card0/device/mem_info_vram_used  240300032
  /sys/class/drm/card0/device/mem_info_gtt_total  128849018880
  /sys/class/drm/card0/device/mem_info_gtt_used   33055911936

When rocm-smi is absent or reports nothing, walk the DRM tree with the
existing scanSysfsGPUs (cardN only, connectors skipped, vendor 0x1002)
and report every card that has mem_info_vram_total. The GPU report is
built by one helper shared with the rocm-smi parser, so the
shared-memory APU rule from #12058 (GTT >= 8x VRAM folds GTT into the
totals) applies identically. GetResourceInfo, GetGPUAggregateInfo and
the fit check all read GetGPUMemoryUsage, so they now see the GPU;
DetectGPUVendor already consulted sysfs.

Assisted-by: Claude Code:claude-opus-5-5
Signed-off-by: Stefan Walcz <stefan.walcz@walcz.de>
(cherry picked from commit bf222cadba)
2026-11-03 09:17:42 +00:00
Ettore Di Giacinto d1edd8e961 docs(settings): say the owner checks the private egress phrase
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-03 08:45:52 +00:00
Ettore Di Giacinto 022e33f5d6 docs(addons): document add-on roles, distributed owner, delivery and Sandbox isolation
Add a table of what runs in the combined, owner and frontend roles, and
explain that an owner must join distributed mode with the frontends.
Describe pull and push connector delivery, the one-connection-per-Slack-app
rule and the reinstall needed for new Slack scopes. State what the Sandbox
needs to report an isolated backend, and that gVisor needs no /dev/kvm.

Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-03 08:41:10 +00:00
Ettore Di Giacinto 7e14a26a15 feat(addons): expose the shared model picker to add-ons
sdk.ui gains ModelPicker (multiple, allowCustom, clearable, field
variant, alias tags). HomeModelPicker and ModelSelector stay as names for
the same picker so existing add-ons keep working. The add-ons guide
lists the new component and its props.

Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-03 08:40:07 +00:00
Ettore Di Giacinto 9fafea8fdf fix(chats): show the network switcher and say why execution status is unknown
The Network row of the Tools menu could never show the Off, Registries and
All switcher: the host stopped setting `applies` because isolation alone does
not prove network-policy enforcement, and nothing else set it.

Let the provider report enforcement in its typed execution status
(`networkPolicyEnforced`). The host sets `applies` only when that report is
true and the status is available and isolated. The Sandbox reports it for the
gVisor and KVM backends, whose guests reach the network only through the proxy
that asks the host. Providers that do not report it keep the "not enforced"
text.

When the host cannot read the status, give the unknown state a reason
(`unknown_reason`) in the API and the Tools menu: owner unreachable, not
reported, stale, invalid, not selected, no answer or reported unknown. Log the
class of each failure, rate limited. After a failure that a restart of the
add-on owner can cause, let a long turn bind and read again, at most once every
five seconds, instead of keeping the first failure for the whole turn.

The Sandbox now reports "unavailable" with a reason when it started without
settings, and explains a backend it does not know.

When the Sandbox document skills are hidden because the Sandbox is not known to
be isolated, say so in the skill list, in the turn note and in the
`load_skill` error, instead of "This chat has no skills now".

Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-03 08:39:30 +00:00
Ettore Di Giacinto 024b7196de fix(mcpconns): guard the dial when private addresses are allowed
With mcp_connectors_allow_private on, a connector used a plain transport
with the environment proxy and no address check, so its URL could reach
cloud metadata addresses. Build the private path on the safehttp guard
with private addresses allowed: it resolves once, checks every answer,
and keeps the metadata addresses blocked. An optional DenyAddrs hook
refuses further addresses, for example the server's own.

Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2026-11-03 08:39:12 +00:00