The chat's network view, the administrator view and the line the model
reads about the network of its commands now take their name from the
capabilities.network an add-on declares, or from the title of its
commands tool when it declares none. The sentences no longer say
"Sandbox" or "the sandbox". The API gains a network object with the
title and the preset titles next to the existing addon field.
The text of the built-in bash and of the host-exec setting names an
add-on that provides bash instead of one add-on.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
An app whose network-policy control the host draws now carries its
declared network: the kind, a title for text (the declared one, else the
add-on's own) and the preset titles. The control no longer needs a tool
that shadows bash when the add-on declares capabilities.network.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
The network-policy host control was tied to a tool that shadows bash, so
it could only belong to an add-on that replaces that one tool. An add-on
now declares capabilities.network (kind egress-check, an optional title
and optional preset titles) and the host attaches the control to the
declaration. A manifest that declares nothing keeps the old attachment.
The field is additive and needs manifest api 2 and the egress.check host
operation.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
The agent task form, the scheduling rule sheet and the add-on model
selector now draw the shared picker: a button that opens a listbox, with
a warm or cold tag inside each option name. Four specs still used the
old select, combobox and exact option names.
Task and rule specs open the picker button and choose from the list. The
rule spec types a custom name in the filter and takes it with Enter. The
diarization and 3D animation specs match options by their model name
prefix, as the other specs already do.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Read addons/*/manifest.json at run time and check every string of every
locale and every Settings label for the name of an add-on that shadows a
built-in tool or skill, serves as a connector or declares the execution
provider. The allow-list keeps a reason per key and fails when an entry no
longer matches.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
The locale files and the Settings labels said "Sandbox" for the add-on that
runs commands. The strings now say "commands" or "an add-on that isolates
commands", in every shipped locale. The name of the serving add-on in the
network section and in a transcript step comes from its declared title in
the add-on list.
Remove the strings that no component reads (the Sandbox notice texts, the
Tools menu sandbox lines and the Home wizard step). Add the seven
execution-status reasons to the locales that lacked them and lower the
i18n baseline, which master was over by seven keys.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Read addons/*/manifest.json at run time and find the add-ons that shadow a
built-in tool or skill, serve as a connector or declare the execution
provider. One spec scans the string literals of core and pkg for their
names; another builds the command prompts and the network text for every
state and checks that none names a shipped provider. A short allow-list
holds the strings that name a platform or a token format as content.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
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>
The tool adapter no longer builds the listing for one add-on by id. It
reads capabilities.resources.list of any add-on, names the tool with
the add-on id and the declared name, and rejects a manifest that ships
a tool of that name. A second add-on with a different id now gets the
same tool through the same code path.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
The apps list now holds the resource mapping of each manifest, so the
tool adapter can act on the listing declaration without knowing any
add-on. A manifest of API 1 written before the declaration existed
keeps its listing through one marked compatibility file, with a spec
that tells when to delete it.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
The manifest now asks the host for the databases-list tool through
capabilities.resources.list and accepts manifest API 2, which the
declaration needs.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
An add-on that keeps resources can now ask the host for a read tool
that lists the ones the caller may use, by declaring
capabilities.resources.list. The declaration names the tool and,
optionally, the key of the result array. It needs manifest API 2 and
must not reuse the name of a tool the add-on declares.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
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>
Playwright specs with a stubbed API: confirm, edit then confirm, dismiss,
undo, expired, stale, a failed write, unknown kinds and sources, the inbox
count and row, the Proposals page, and the Memory tab with read, edit,
delete and clear all. The account spec lists the new tab.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
The tab lists the context files that the host puts in the prompt (the
user's index and topics, each agent's and conversation's notes, and the
agent profiles) with their sizes against the caps. The owner can read,
edit, delete and clear them; an index over its cap cannot be saved.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
A propose_change tool line now draws a card in the thread, for any kind
and any source: the kind, file and scope, the source, the time left and a
line diff against the file as it is now. The owner can Confirm, edit the
text then confirm, or Dismiss. A confirmed change shows a receipt with
Undo. Expired and stale proposals say nothing was saved and offer to ask
the assistant again; a failed write leaves the proposal waiting.
The inbox button counts the waiting changes and its panel links to a new
Proposals page that lists them with the same card.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Pure helpers with node tests: a line diff with context, the state of a
proposal (including a pending one whose time ran out), the source and
scope wording inputs, and the size of a context index against its caps.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
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>
The apps API spec checks that the generated docs match the emitted
fields, so it needs a descriptor in its full fixture.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
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>
The Sandbox add-on states in its manifest that its bash tool runs
commands, under which title, with which note for the model, and that it
supplies the runtime of the document skills. The manifest accepts API 1
to 2. A spec checks that the manifest matches the descriptor in code.
A guard spec fails when the studio package or the add-on tool adapter
compares a string with the ID of the Sandbox again, or when the files
that build the commands text name it.
The contracts suite inventory lists the new specs, and two specs of the
network-policy status that it was missing.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Document skills, the Commands block of the prompt and load_skill no
longer compare an add-on ID or provider with "sandbox". The host asks
whether the add-on that ships a skill serves the chat's commands and
whether the typed execution status reports them isolated. Skills that
need that are listed by the broker from the add-on's manifest, and the
text names the provider by the title its manifest declares.
An add-on whose commands tool declares no descriptor behaves as a
provider of commands under its own title and keeps the isolation check
for its document skills.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
A tool that shadows bash can now declare an execution descriptor: its
class, a title and a note for the model, and the skill kinds whose
runtime it supplies. The host reads it to build its text and to decide
which skills need isolated execution, instead of knowing add-on IDs.
The field is optional and needs manifest API 2. The host now speaks
API 2 and still accepts add-ons that declare only API 1, so manifests
that declare nothing new keep working unchanged.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
The proposal card lets the owner correct the text before confirming.
POST /api/chats/changes/{id}/confirm now accepts an optional JSON body
{"content": "..."}. The text has the same size limit and text check as a
proposal, the file and the audit hash hold what was written, and a
refused text leaves the proposal waiting.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
The Memory settings page needs to know which index and topic files the
host loads into the prompt. GET /api/chats/context-files walks the
registered context sources, expands the agent and channel folders that
exist, adds the agent profiles and reports each file with its size, the
line count of the index, and the caps. It only reads; the page edits and
deletes through the Files API.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
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>
model.unload calls Free over gRPC and keeps the backend process alive.
llama-cpp does not implement Free, so the call answers Unimplemented,
nothing is released, and the next backend.install for the same replica
reuses the live process. The second LoadModel on that process dies a
second after the slots are initialized, and the controller sees EOF or
Unavailable until the following install starts a fresh process.
When Free answers Unimplemented, stop the process after the unload so
the next install starts a clean one. Backends that implement Free keep
their process, so reloads stay cheap for them.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
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>
List, read, confirm, dismiss and undo the changes a model proposed, and
read their audit. The routes sit under /api/chats with the other chat
routes and need the chats feature. A person reaches only their own
proposals; another person's id is a 404.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
When a scale-up failed, the reconciler tried again on every busy or
pressure tick, which logged a warning and sent a new backend install each
time. The "attempt" field in that warning was the loop index, so it always
read 1 and hid the repeats. A model that no request has loaded yet logged
"no load info" at warn level on every tick.
Track consecutive scale-up failures per model in memory. After a failure,
wait 30s, doubling on each further failure up to 10 minutes, before the
next try. A successful scale-up resets the count. Log the failure count
and the wait. Mark the missing load record with ErrNoLoadInfo and log it
at debug level, because only a first request can fix it.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
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>
The turn block of a connector chat said that files made in a turn are
attached, but not how to give a file that already exists. Name the
attach_file tool in the block. The block stays under 700 characters.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
The host sent only the files a turn made or changed. A person who asked
in a messaging app for a file that already existed got nothing.
Add the attach_file tool. It is offered only in a chat that a connector
started whose binding sends files, so a chat in Studio has no such tool.
It takes a path as the file tools show it, checks the file against the
chat's access (a scoped agent reaches only its folders), the type
allowlist, the size limit and the count, and marks it. When it refuses, the
result says why in plain words so the model can tell the person.
sendFiles now sends the files the turn made, then the attached ones, each
path once and at most five in all. It reads them with the chat's access
resolved at send time. Delivery is the existing send_file op, so every
connector add-on that implements it gets the feature with no code of its
own. A failed send says "I could not send X" and adds the reason the add-on
reports, cut to one short line.
The marks are kept in the memory of the process, like the other
per-turn state of the connector manager.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
read_file and edit_file answered "X.docx is not a text file (43963
bytes)" and gave the model nothing to go on.
Make the error typed and let the chat's tool list add the hint. If the
chat has a skill for the file type (docx, xlsx, pptx, pdf), the error
names it. Otherwise it suggests a script run with the commands tool, with
a library for office types, when the chat can run commands. A chat with
neither is told that no tool opens the file. The skills are resolved only
when a read fails.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
A model asks to change the person's memory or an agent profile with
propose_change. The host stores a proposal and writes nothing until the
owner confirms; the write is one workspace change set, so revert_change
and the Files history can undo it. A proposal expires after 24 hours,
is refused when the target changed meanwhile, and is capped at 10
pending per person and 5 per hour per agent.
The host holds no platform code. The origin of the chat is recorded as
the source, so a Studio chat and the connector chats of any platform
use the same path. A gate decides if a chat may propose; the default
refuses a chat that runs a saved agent until grants fill it. Every step
is audited with a content hash, not the content.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
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>
Each turn the chat prompt gets the agent profile and the indexes of the
registered context sources, after the persona and before the skill index.
The scope of a source is derived from the chat record: the saved agent, and
the binding when a connector started the chat. The text is the same at each
turn, so the transcript does not grow, and it feeds the refresh key so the
harness restarts only when a file changes.
memory_read reads a topic next to an index as the user, outside the chat
fence. A scoped agent reads its own notes and the user notes and gains no
access to the files. The service exposes ContextSources and
SetContextWriter so other parts of the host can register a source or plug in
the save path.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
A source declares a scope (user, agent or channel), a home-relative index
path and a byte cap. The loader reads the indexes that apply to a chat and
returns one bounded block under a fixed header, plus a key that changes with
it. Details of a topic are read next to the index; the path is built from
the registry and the chat, so the model can only name a topic.
The package only reads. A Writer interface lets a later change plug in the
save path, and CheckIndex and CheckProfile return the current entries when a
write would pass a cap, so the model merges them.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Memory and profile changes write to fixed places in the owner's home;
the target a model names is checked against a small pattern so it
cannot leave Memory/. Other features register their kinds. The gate is
the hook the agent grants fill; by default it refuses a chat that runs
a saved agent.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
The host must write a confirmed change as the owner, in one titled
change set whose revision it can undo later. Add ReadHome and
WriteHome, which resolve the path inside the home and refuse a path
that leaves it.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Keep what a model asked to change, until the person answers, in a
store with memory, JSON file and GORM implementations and one shared
conformance suite. Create checks the pending cap and the hourly rate in
the same step as the insert, Settle is a compare-and-set so two
frontends cannot both answer, and the audit holds hashes, never
content.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
A model can ask to change the person's own state (a memory note, a
profile, a skill). Add the versioned wire record, its kinds, scopes,
statuses, source and limits, so every surface that runs a model, and
any add-on, shares one type without platform code.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
kong derives a flag name from the Go field name, so the P2PEnableLimits
fields were exposed as --p-2-p-enable-limits. The docs and the help text
describe --p2p-enable-limits. Set the name on the four commands that take
it (run, explorer, and the llama.cpp and MLX P2P workers) and parse the
documented spelling in the CLI boundary test.
Assisted-by: Claude Code:claude-sonnet-5-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
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>
Ettore Di Giacinto