A saved agent keeps its own skills in LocalAI/agents/<agent>/skills.
Only a chat that runs that agent sees them. They sit between the folder
and personal layers, so an agent's version of a skill wins for that
agent, and they count as granted without being listed in the agent's
skills.
An agent writes one by a skill change proposal, as before; the new
layer only reads them. A proposal for an agent skill cannot take the
name of a core skill or of a document slot (read from slots.json).
When writing-skills loads in a chat of a saved agent it starts with
"Do not write files. Call propose_change with kind skill.", and the
skills.write grant makes it visible to the agent.
The Skills list gains the agent layer, with the agent's ID and name,
and a skill can be read or removed (to the Trash) with the agent
query parameter.
Assisted-by: Claude:claude-sonnet-5-5 go swag
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
No release carried add-ons, so nothing reads older add-on data or
manifests. Delete the code that did.
- Connectors: the kind and the add-on of the Telegram connectors that
core once carried are gone (LegacyAddon, KindTelegram, the stored
binding normalization, the platform titles). A binding needs a kind,
and its add-on is the one that serves the kind. The conversion of the
old agent pool lists every connector as dropped instead of making a
Telegram binding, and its notes say so.
- The library index reads only the id field of an entry, not addonId.
- A host control that has a capability block (the network policy) is
attached by that block alone, not by a tool that replaces bash.
- The Office create tools no longer answer for the argument names of an
earlier schema, and the identity file note about old addresses is
gone.
- The known debt of the provider-name guard drops the entries of the
conversion and of the resource listing shim, and its ceiling goes
from 13 to 5.
Assisted-by: Claude:claude-sonnet-5-5 go test
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
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
Echo's RealIP trusted X-Forwarded-For and X-Real-Ip from any peer
when no IPExtractor is set. That fed the login and registration rate
limits and the API trace client address, so a client could dodge a
limit by rotating a forged header.
Add pkg/clientip, one resolver for the whole server. With
--trusted-proxies / LOCALAI_TRUSTED_PROXIES (IPs and CIDRs, empty by
default), the forwarded chain is read only when the TCP peer is
listed. The client is the right-most X-Forwarded-For entry that is
not a trusted proxy; a malformed entry stops the walk. With the flag
unset every request resolves to its TCP peer.
The resolver is set as Echo's IPExtractor and used by the access log
(--log-client), so all consumers agree.
Assisted-by: Claude:claude-sonnet-5-5 go gofmt
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
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
One manifest-driven guard replaces the Go-only provider guard. It reads
addons/*/manifest.json and fails when the Go strings of core and pkg,
the React UI source, the locale files or the core docs hold the id of an
add-on with a role (as a whole string or a tool-name prefix) or one of
its declared titles as a whole word.
Third-party mentions (OAuth login, release sources, token formats) and
ordinary words sit in a commented allow-list. The special cases that
remain (propose_change memory kind, the Account memory tab, the Telegram
conversion, the Tables listing shim) sit in knownDebt, each with the item
that removes it, and a ceiling that only goes down.
Reword the sandbox sentences in the container docs and use neutral
sample names in the UI catalog page.
Assisted-by: Claude:claude-sonnet-5-5 go test
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
"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
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
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
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
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
Document reasoning.effort and request metadata forwarding for the Responses API.
Assisted-by: Codex:gpt-6
(cherry picked from commit e86876c6f3)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
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>
/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>
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>
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
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
Operators could not tell which client sends requests that are refused
with 401. Add --log-client (LOCALAI_LOG_CLIENT, off by default). When
set, the HTTP request log line also carries duration, remote, user_agent
and, when present, request_id.
The address is the TCP peer. It is never read from X-Forwarded-For,
X-Real-Ip or Forwarded, because LocalAI has no trusted-proxy setting and
any client can forge those headers. Behind a reverse proxy the value is
the proxy address. Authorization headers, cookies, query strings and
bodies are never logged. User agent and request id are cut to a fixed
length and have control characters replaced.
Assisted-by: Claude:claude-sonnet-5-5 go gofmt
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
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
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]
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
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>
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>
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
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>
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>
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>
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>
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>
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>
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>
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 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>
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>
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>
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>
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>
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
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>
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)
Ettore Di Giacinto