The AI Assistant lives inside the same Coreflux MQTT broker that already carries your sensor, PLC, and cloud traffic. You describe what you want in everyday language—ask for insights from the data already flowing through your broker, build Dashboards with live widgets and KPIs, or develop LoT (Language of Things) Actions that run on the broker—and the assistant uses the broker’s own tools to answer, draft, refine, and deploy. It is not a separate chat app pasted on top; it works with your live system.
Like a colleague who already sits at your control desk — they can read the same screens you see, suggest the next step, and (when you allow it) wire up the change for you.
Ship integrations faster — Describe connections or logic you need; the assistant drafts and deploys Connectors, Actions, and panels where your permissions allow.
Explore without guesswork — Ask what topics exist, which Connectors are healthy, or how a KPI is calculated before you change anything.
Hand off safely — Use read-only mode for operators or auditors who should see answers but not apply changes.
The picker beside the composer has two kinds of target:
Where inference runs is an architecture and compliance choice. The AI Assistant supports edge (on-premise) models and cloud providers so you can keep prompts and payloads on your network when you need to, or use hosted APIs when policy allows.
Provider picker in the AI Setup wizard — cloud providers (OpenAI, Anthropic, OpenAI-compatible) and a local/private option (Ollama)
On-premise (edge) — Run models on hardware you control, for example Ollama on the same host or LAN as the broker, so data does not leave your site.
Cloud providers — Connect to hosted models such as OpenAI or Anthropic, or any OpenAI-compatible endpoint, when your organization allows traffic to leave the network.
Local AI prerequisite:Install Ollama and have it running on the broker host (or a machine your broker can reach) before you pick Local / Private in the setup wizard. Pull your model in Ollama first (e.g. ollama pull llama3.2) — the name you enter in step 2 must match a model already available in Ollama. The model must support tool calling (function calling); the Assistant relies on tools to act on your broker, so models without tool-calling support will not work. Check the model’s capabilities on the Ollama model library before pulling it. Coreflux connects to your Ollama endpoint; it does not install Ollama or download models for you. Lightweight models may work for a quick test, but often are not capable enough for reliable agent work or good answer quality.If the broker runs in Docker, localhost inside the container is not the host. With Docker Compose, point at the Ollama service (e.g. http://ollama:11434). If Ollama runs on the host, use http://host.docker.internal:11434 (Docker Desktop) or the host’s LAN IP. On the broker path the wizard writes that URL onto a TYPE LLM connector. See Picking a provider.
Ollama is supported with requirements: the model must call tools, and its context must hold the HUB assistant’s prompt.
HUB 2.12 sets Ollama’s context (num_ctx) for each run, so the Ollama setting no longer matters. It uses at least HUB_OLLAMA_MIN_CTX (default 16384) and up to HUB_OLLAMA_MAX_CTX (default 32768), never above the model’s own maximum. A prompt too large for the model ends the run with a clear error instead of being truncated. On low-memory or CPU-only hosts, lower HUB_OLLAMA_MAX_CTX.The same release ends a run when the model sends nothing for HUB_AGENT_FIRST_OUTPUT_TIMEOUT_MS, or goes silent mid-answer for HUB_AGENT_IDLE_TIMEOUT_MS. Both default to 120000 (120 s), and time spent inside broker tools doesn’t count. Raise them on slow hardware, where the first answer can take minutes. These are HUB server environment variables.
On a HUB older than 2.12, raise Ollama’s Settings > Context length yourself. The prompt is about 4.5k tokens in Insight mode and 9k to 15k tokens in Agent mode, and those versions silently cut the start of it when the context is too small. 16k is the minimum; 128k is a safe choice.
The same Assistant panel and modes work whether you point at an edge endpoint or a cloud API—you are not choosing a different product, only where the model runs.
The first time you open the AI Assistant, a short wizard asks whether it should run in the HUB or on the broker, then walks through provider, model, and API key. When the broker path is not signed in as a local broker user, it also asks which broker user the agent’s DEFAULT_USER should be. You only do this once per broker; after that, clicking the Coreflux icon opens the assistant directly.
The screenshots below were taken on the previous wizard, which installed an agent connector and said “Install the Agent route”. The current wizard starts with In the HUB (the default) or On the broker. The provider, model, and key steps are unchanged.
1
Open the AI Setup wizard
Click the Coreflux icon in the bottom dock. On a fresh broker, the AI Setup wizard slides in on the right and asks you to pick where the model will run—a Cloud provider (OpenAI, Anthropic, or an OpenAI-compatible endpoint) or Local / Private (Ollama). Pick one and click Continue.
AI Setup wizard, step 1: pick a cloud provider (OpenAI, Anthropic, OpenAI-compatible) or a local Ollama model, then Continue
2
Pick a model
Choose a model from the suggested list, or type the exact model name your provider supports (for example gpt-5.4-mini) into the custom field. Click Continue when you are ready.
AI Setup wizard step 2 — choose a suggested model or type a custom one
3
Add your API key
Paste the API key from your chosen provider. The key is stored as an encrypted secret on the broker and is never sent back to your browser. The wizard also shows a quick summary of what it is about to install so you know what to expect.
If you picked Ollama in the earlier step, the wizard skips this screen entirely—your local Ollama endpoint does not need a key.
AI Setup wizard step 3 — paste your provider API key; the broker stores it as an encrypted secret
Where do I get an API key?
Sign in to the provider you picked in the previous step and follow their docs to create a key:
OpenAI-compatible — the key your endpoint’s operator issues, if it needs one
If you picked Ollama, no key is required—the broker talks to your local Ollama endpoint directly.
4
Install and you're ready
Finish the wizard. In the HUB stores the provider and an MCP token for this connection, then the assistant calls the broker as that token’s user. On the broker deploys a TYPE LLM connector named BrokerAgentLlm and a DEFINE AGENT named BrokerAgent on the interaction topic hub/assistant, visible in the picker. A key you paste is stored with -setSecret and referenced from the connector. Ollama needs no key. An OpenAI-compatible endpoint gets a key only when you supply one, and the connector is pinned to Chat Completions.
AI Setup finishing — the broker provisions the assistant in the background
Once the wizard closes, the AI Assistant is live on this broker. From now on, clicking the Coreflux icon opens the assistant directly—no more setup.
On the broker, the wizard also adds subscribe rules so your user can read $SYS/Coreflux/Agents/# and the hub/assistant/# replies. DEFAULT_USER is your local MQTT login. A Coreflux account session is not a broker user — the wizard asks for a Broker user and will not install until you choose one. A tool call succeeds only when both you and that user are allowed to make it.The installed agent is granted read_mqtt, read_lot, write_mqtt, and create_lot for actions, models, connectors, and panels. Writing grants are deployed with WITH LEVEL "write". Re-running setup sends -addConnector and -addAgent again. Both update in place, so the agent keeps its conversations. The broker refuses to remove an LLM connector an agent still uses.Agents are their own LoT entity. Connectors Manager lists BrokerAgentLlm and leaves BrokerAgent out. The LoT Editor deploys an agent cell with -addAgent and removes it with -removeAgent.
The Agents app on the dock lists every DEFINE AGENT on the broker as a card, next to an Activity tab. Each card has Configure, Disable / Enable, Open in LoT Editor, Show activity, and Remove. A card with no status shows offline. DEFINE AGENT is a preview feature in broker 2.22.
The power icon on a card redeploys the agent with DISABLE true, or without it. A disabled agent stays defined but takes no tasks. Its card is dimmed, with a Disabled pill and a grey status dot. On a broker without DISABLE support, the HUB changes nothing and says so. In a cluster, the change applies on the node you’re connected to.
Agents app with FlightsTrackerAgent disabled and GateOpsAgent running
Configure and Add agent open a form with three tabs:
Tab
What you set
Configuration
Name, LLM connector, description, default user, and Enabled. Then the system prompt, guardrails, interaction topic, Hub visible, memory, and peers, and the limits (max iterations, max tokens, task timeout, max in flight)
Tools
The ADD TOOL grants, with their topics or targets and level
LoT
The DEFINE AGENT source, with live checks
Configure GateOpsAgent: the Configuration tab
The LoT stays the source of truth. The form rewrites only the clauses you change and keeps everything else as written, including comments, GET SECRET and GET ENV values, and clauses the form has no field for, which it lists under Kept as written. Save deploys with -addAgent. Running tasks and session memory are kept unless you rename the agent. See Agent syntax.
A TYPE AGENT connector from an earlier release is skipped when the broker loads, and the HUB does not list it, install it, or migrate it. There is no in-panel update that rewrites it.Rewrite it as a TYPE LLM connector plus DEFINE AGENT, using the table in Coming from TYPE AGENT, or run the wizard again and let it install BrokerAgentLlm and BrokerAgent. Your previous provider, model, and key are not copied for you.
The setup wizard is how you install the assistant. It is not a settings screen for an assistant that is already there. Once the HUB target is configured, the menu offers Change Hub provider…, which updates the provider, key, and model and keeps the same MCP token.
Use the Coreflux icon in the bottom app dock—the first icon on the left. You can peek at the assistant without opening the full side panel, then click when you want the full workspace.
1
Hover to preview
Hover the Coreflux icon. A compact Coreflux AI bubble appears above the dock with an Ask anything… field and Insight / Agent mode pills so you can send a quick prompt or pick a mode before you commit to the full panel.
Hover the dock Coreflux icon to open the compact Coreflux AI bubble with Ask anything and mode pills
2
Click to open the full panel
Click the Coreflux icon to pin the AI Assistant on the right. You get suggested prompts (for example Create a dashboard or Calculate a new KPI), a Sources area for dragging in panels such as the LoT Editor, and the full conversation thread with edit and close controls in the header.
Full AI Assistant panel — suggested prompts, Sources, and the main chat input
Pick the mode that matches how much change you want the assistant to make. You can switch at the bottom of the panel at any time.
Mode
What it does
Use it when
Agent
Can read broker state and create or update things—Connectors, Actions, Models, panels—subject to your permissions. On the HUB target, each write pauses for Approve or Reject. On a broker agent, writing tools run when the grant says WITH LEVEL "write" and both you and DEFAULT_USER are allowed.
You want the assistant to build or change integrations, logic, or dashboards.
Insight
Read-only. The HUB target never shows write tools. A broker agent is sent "mode": "insight", and the broker refuses every writing tool as out of scope, including tools a peer agent would have run.
You want safe exploration, reporting, or to give users answers without deploy rights.
The mode pills sit below the main input so you always know which behavior you have selected before you send a message.
These are typical starting points—phrase them in your own words; the assistant will ask follow-ups if something is missing.
Build a dashboard
Ask for live gauges, KPI tiles, or layouts bound to your MQTT topics; the assistant drafts and wires widgets you can refine in the panel. See Build Your First Dashboard.
Develop an Action in LoT
Describe triggers, conditions, and outputs in plain language; the assistant proposes LoT you review and deploy without leaving the conversation.
Calculate a new KPI
Describe the metric or inputs you care about; the assistant drafts logic, confirms details with you, and deploys an Action in Agent mode.
Explain your broker state
Ask what Connectors or topics exist, why something errored, or how signals relate—natural in Insight mode when you want answers before any changes.
Below is one real flow: you ask for a KPI, the assistant requests the missing pieces, then deploys an Action and offers a shortcut to the LoT Editor. Stay in Agent mode for this path.
1
Ask
Type a goal such as Calculate a new KPI. The assistant loads context and may offer quick actions that match what you said.
AI Assistant in Agent mode with suggested prompts including Calculate a new KPI
2
Clarify
When the assistant needs a formula, source topic, or rule, it pauses and asks you directly—you reply in the thread instead of guessing what to type up front.
Assistant asking for KPI formula or source data before continuing
3
Deploy
After you supply enough detail, the assistant can draft LoT, deploy an Action, and show a status card. Use Open in LoT Editor when you want to inspect or tweak the definition yourself.
Deployed Action with Running status and Open in LoT Editor link
When you see Running (or equivalent success state) on the deployment card, the new Action is live on the broker—confirm in the LoT Editor if you want to read the exact definition.
Switch to Insight before you send if you only want answers—not changes. You can still get structured output such as tables and follow-up suggestions.
Insight mode — list of Connectors returned as a table after a natural-language question
Try questions like Create me a list of Connectors or Which Connectors are in a warning state? The assistant reads broker state and renders the response in the panel without using write tools.
The HUB target runs as the MCP token’s user — Every call passes the broker’s own permission check. Writes pause until you approve them. A request that names no mode is treated as Insight.
A broker agent runs as the person who asked, capped by DEFAULT_USER — Both must be allowed. A refusal names the user who lacked the right.
Insight mode is read-only — No deploy, publish, or execute path while Insight is selected.
Stop at any time — Long runs can be cancelled from the UI so you are never stuck waiting on a runaway answer.
Same deployment path as humans — Anything the assistant deploys still goes through the broker’s normal validation and permission checks.
The HUB assistant connects from the HUB server to the broker’s MCP endpoint and, for Ollama or an OpenAI-compatible provider, to the model’s base URL. On a browser or Docker HUB that other people can reach, the assistant stays off until both of these are true:
Coreflux sign-in is configured on the HUB server, and the user is signed in.
HUB_AGENT_ALLOWED_HOSTS lists the hosts the assistant may reach.
Variable
Role
HUB_AGENT_ALLOWED_HOSTS
Comma-separated list of the broker MCP hosts and Ollama or OpenAI-compatible servers the HUB assistant may connect to. A bare host (broker.example.com) matches any port. host:port (10.0.0.5:6278) matches only that port. Matching is exact and case-insensitive: evilbroker.example.com does not match broker.example.com
Unset or empty: the assistant is off and reports HUB_AGENT_ALLOWED_HOSTS names no broker it may reach.
Sign-in not configured: the assistant is off and tells you to use a broker agent or the desktop app.
Not signed in: Sign in with your Coreflux account to use the Hub assistant.
Host not listed: This Hub may not reach <host>. Add it to HUB_AGENT_ALLOWED_HOSTS.
OpenAI and Anthropic use their fixed API addresses and need no entry. The desktop app listens only on loopback and ignores this variable. Broker agents run on the broker and are not affected.
LoT → Agents (also the dock and the status-bar Agents widget) is where you manage broker agents and watch them work. Add and configure from that window. Saving an existing agent sends -addAgent again, which updates it in place and keeps its conversations. Removing an agent cancels its running tasks and forgets its session memory. The activity view is read-only: it follows the task stream, and a question started by CALL AGENT shows up as a short preview.Connectors Manager lists connectors only. An LLM connector can show how many agents use it. The broker refuses to remove that connector while an agent still names it.
Open and refine Actions, Models, and Rules the assistant creates—same editor, full control.
Connectors overview
Add or monitor Connectors the assistant can read and help you configure next.
Last modified on October 25, 2026
Was this page helpful?
⌘I
{"docsConfig":{"theme":"luma","$schema":"https://mintlify.com/docs.json","name":"Coreflux Documentation","colors":{"primary":"#eb470b","light":"#fc833b","dark":"#c3330b"},"logo":{"light":"https://mintcdn.com/coreflux/7tBTxEEkDVX4IRGH/images/logo/logo_light_docs_glyph.png?fit=max\u0026auto=format\u0026n=7tBTxEEkDVX4IRGH\u0026q=85\u0026s=56a469c914780a6d8c40a4329c0b0879","dark":"https://mintcdn.com/coreflux/7tBTxEEkDVX4IRGH/images/logo/logo_dark_docs_glyph.png?fit=max\u0026auto=format\u0026n=7tBTxEEkDVX4IRGH\u0026q=85\u0026s=b14cc68d9c3e2e98017af536fefc8670"},"favicon":"https://mintcdn.com/coreflux/A0D_IE52Pl2ItO0u/images/favicon.ico?fit=max\u0026auto=format\u0026n=A0D_IE52Pl2ItO0u\u0026q=85\u0026s=e8416ed10b42351291ab50f0dcdb31a8","appearance":{"default":"dark"},"background":{"color":{"light":"#FFFFFF","dark":"#010c10"}},"navbar":{"primary":{"type":"button","label":"Start Free","href":"https://portal.coreflux.org/"}},"footer":{"socials":{"github":"https://github.com/CorefluxCommunity","discord":"https://discord.com/invite/A3pPrptNMm","linkedin":"https://www.linkedin.com/company/coreflux","youtube":"https://www.youtube.com/@Coreflux","website":"https://www.coreflux.org/"}},"fonts":{"family":"Plus Jakarta Sans"},"styling":{"eyebrows":"breadcrumbs","codeblocks":{"theme":{"light":"css-variables","dark":"css-variables"},"languages":{"custom":["/languages/lot.json"]}},"latex":true},"integrations":{"ga4":{"measurementId":"G-1WXMSGSFY6"}},"contextual":{"options":["chatgpt","claude","mcp","cursor","vscode"],"display":"header"},"metadata":{"timestamp":true},"navigation":{"pages":[]}},"deployment":{"deploymentMetadataValue":{"subdomain":"coreflux","hasAudioNarration":false,"actualSubdomain":"coreflux","customDomains":["docs.coreflux.org"],"gitSource":{"type":"github","owner":"corefluxcommunity","repo":"documentation","deployBranch":"main","contentDirectory":"","isPrivate":true,"mountPath":"","label":""},"chroma":{"liveDeploymentHistoryId":"6adf28df1cea9adffa70bbce","collectionId":"54e175c9-f8df-4f82-8be0-ec9bf6a23513","schemaVersion":"v3","latestBuiltDeploymentHistoryId":"6adf28df1cea9adffa70bbce"},"feedback":{"thumbs":true,"agentFeedback":true},"entitlements":{"AI_CHAT":{"status":"ENABLED"},"WEB_MCP":{"status":"ENABLED"},"NARRATION":{"status":"ENABLED"}},"buildId":"6adf28df1cea9adffa70bbce","clientVersion":"0.0.3990","searchFilterCounts":[{"language":"default","tag":"LoT Language","count":608},{"language":"default","tag":"LoT CONNECTOR","count":307},{"language":"default","tag":"REST API apps","count":268},{"language":"default","tag":"LoT ROUTE","count":146},{"language":"default","tag":"Coreflux MQTT Broker","count":82},{"language":"default","tag":"Developing and Managing Coreflux","count":72},{"language":"default","tag":"Coreflux HUB","count":71},{"language":"default","tag":"Best Practices and Usage Patterns","count":54},{"language":"default","tag":"Industrial Routes","count":52},{"language":"default","tag":"Quick Start","count":50}]},"assistantConfig":{"enableAskAiButton":true,"enableStarterQuestions":true,"enableContextualStarterQuestions":true,"enableAskAiSearchBar":true,"deflection":{"enabled":true,"email":"joao.leiriao@coreflux.org","showHelpButton":true}},"basePath":"","hasChatPermissions":true,"hasWebMcpPermissions":true,"toggles":[{"name":"kill-isr","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"agent-mintlify-slack","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"editor-v7-file-tree","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"agent-integrations-settings","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"automations-pr-grouping","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"custom-prefix","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"analytics-v7","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"user-flows-analytics","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"no-publish-flow","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"workos-onboarding","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"llms-txt-v2","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"pause-universal-search-reconcile","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"snapshot-serving-live","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"stripTemperatureMiddleware","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"per-site-search-delta","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"support-platform-pylon-zendesk","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"snapshot-serving","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"instant-rollback","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"granular-notifications-server","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"granular-notifications","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"editor-private-page-search","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"automations-fable","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"fixed-ai-action-pricing","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"automation-resolve-merge-conflict","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"scoped-publishing","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"mintql","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"page-level-analytics","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"editor-version-history-v2","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"editor-nav-generations","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"billing-page-v2","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"workspace-projects","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"assistant-v5","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"byok-sep-25","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"fork-pr-previews","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"revalidation-jwt","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"vite-origin","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"editor-agent-model-picker","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"billing-updated-9-15","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"workos-sso-scim","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"hobby-abuse-scan","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"dashboard-inbox","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"workos-signup","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"workos-enabled","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false}],"starterQuestions":[{"_id":"695521f38da86e410a42ce70","deploymentId":"69317161c82f64ea7c1871b0","questionText":"What is LoT and how does it work?","status":"active","generatedBy":"manual","createdAt":"2025-12-31T13:15:31.284Z","updatedAt":"2025-12-31T13:15:31.284Z","__v":0},{"_id":"695521ec8da86e410a42ce3c","deploymentId":"69317161c82f64ea7c1871b0","questionText":"How do I install Coreflux locally?","status":"active","generatedBy":"manual","createdAt":"2025-12-31T13:15:24.487Z","updatedAt":"2025-12-31T13:15:24.487Z","__v":0},{"_id":"695521e68da86e410a42ce23","deploymentId":"69317161c82f64ea7c1871b0","questionText":"How do I create my first action?","status":"active","generatedBy":"manual","createdAt":"2025-12-31T13:15:18.088Z","updatedAt":"2025-12-31T13:15:18.088Z","__v":0}],"isAtlas":false,"googleFontsInlined":true},"customCss":[{"filePath":"global.css","href":"/_mintlify/custom/coreflux/0c480ab36c4d46ee/global.css"}],"page":{"pagePath":"hub/ai-assistant","slug":"/hub/ai-assistant","pageMetadata":{"title":"AI Assistant","description":"Chat with the built-in Coreflux HUB assistant to get insights from live data, build dashboards, and develop LoT Actions using plain language","keywords":["AI assistant","HUB","insights","agent mode","LLM","DEFINE AGENT","TYPE LLM","copilot","LoT help","assistant"],"href":"/hub/ai-assistant"},"description":{"compiledSource":"\"use strict\";\nconst {jsx: _jsx} = arguments[0];\nconst {useMDXComponents: _provideComponents} = arguments[0];\nfunction _createMdxContent(props) {\n const _components = {\n p: \"p\",\n ..._provideComponents(),\n ...props.components\n };\n return _jsx(_components.p, {\n children: \"Chat with the built-in Coreflux HUB assistant to get insights from live data, build dashboards, and develop LoT Actions using plain language\"\n });\n}\nfunction MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);\n}\nreturn {\n default: MDXContent\n};\n","frontmatter":{},"scope":{}},"pageType":"default","mdx":{"mdxSource":{"compiledSource":"\"use strict\";const{Fragment:_Fragment,jsx:_jsx,jsxs:_jsxs}=arguments[0];const{useMDXComponents:_provideComponents}=arguments[0];function _createMdxContent(props){const _components={a:`a`,code:`code`,hr:`hr`,li:`li`,ol:`ol`,p:`p`,pre:`pre`,span:`span`,strong:`strong`,tbody:`tbody`,td:`td`,th:`th`,thead:`thead`,tr:`tr`,ul:`ul`,..._provideComponents(),...props.components},{Accordion,AccordionGroup,Card,CardGroup,Check,CodeBlock,Frame,Heading,Info,Note,OptimizedImage,Step,Steps,Table,Tip}=_components;if(!Accordion)_missingMdxReference(`Accordion`,true);if(!AccordionGroup)_missingMdxReference(`AccordionGroup`,true);if(!Card)_missingMdxReference(`Card`,true);if(!CardGroup)_missingMdxReference(`CardGroup`,true);if(!Check)_missingMdxReference(`Check`,true);if(!CodeBlock)_missingMdxReference(`CodeBlock`,true);if(!Frame)_missingMdxReference(`Frame`,true);if(!Heading)_missingMdxReference(`Heading`,true);if(!Info)_missingMdxReference(`Info`,true);if(!Note)_missingMdxReference(`Note`,true);if(!OptimizedImage)_missingMdxReference(`OptimizedImage`,true);if(!Step)_missingMdxReference(`Step`,true);if(!Steps)_missingMdxReference(`Steps`,true);if(!Table)_missingMdxReference(`Table`,true);if(!Tip)_missingMdxReference(`Tip`,true);return _jsxs(_Fragment,{children:[_jsx(Frame,{caption:`Ask the AI Assistant to build something — it opens, drafts, and deploys in the same panel`,children:_jsx(OptimizedImage,{src:`https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-demo.gif?s=a21be6b72ad7e94afe95ee1a9afd6bdb`,alt:`Animated sequence: opening the AI Assistant from the dock, typing a prompt, and the assistant responding and applying changes in Coreflux HUB`,\"data-og-width\":`1152`,width:`1152`,\"data-og-height\":`720`,height:`720`,\"data-path\":`images/ai-assistant/hub-ai-demo.gif`,\"data-optimize\":`true`,\"data-opv\":`3`})}),`\n`,_jsx(Heading,{level:`2`,id:`your-broker-now-with-a-teammate`,children:`Your Broker, Now With a Teammate`}),`\n`,_jsxs(_components.p,{children:[`The AI Assistant lives inside the same Coreflux MQTT broker that already carries your sensor, PLC, and cloud traffic. You describe what you want in everyday language—`,_jsx(_components.strong,{children:`ask for insights`}),` from the data already flowing through your broker, `,_jsx(_components.strong,{children:`build Dashboards`}),` with live widgets and KPIs, or `,_jsx(_components.strong,{children:`develop LoT (Language of Things) Actions`}),` that run on the broker—and the assistant uses the broker’s own tools to answer, draft, refine, and deploy. It is not a separate chat app pasted on top; it works with your live system.`]}),`\n`,_jsx(Tip,{children:_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Like a colleague who already sits at your control desk`}),` — they can read the same screens you see, suggest the next step, and (when you allow it) wire up the change for you.`]})}),`\n`,_jsx(Heading,{level:`2`,id:`when-to-use-the-ai-assistant`,children:`When to Use the AI Assistant`}),`\n`,_jsxs(_components.ul,{children:[`\n`,_jsxs(_components.li,{children:[_jsx(_components.strong,{children:`Ship integrations faster`}),` — Describe connections or logic you need; the assistant drafts and deploys Connectors, Actions, and panels where your permissions allow.`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.strong,{children:`Explore without guesswork`}),` — Ask what topics exist, which Connectors are healthy, or how a KPI is calculated before you change anything.`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.strong,{children:`Hand off safely`}),` — Use read-only mode for operators or auditors who should see answers but not apply changes.`]}),`\n`]}),`\n`,_jsx(_components.p,{children:`The picker beside the composer has two kinds of target:`}),`\n`,_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Target`}),_jsx(_components.th,{children:`Where the loop runs`}),_jsx(_components.th,{children:`Use it when`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.strong,{children:`HUB`})}),_jsxs(_components.td,{children:[`In the HUB, over the broker’s `,_jsx(_components.a,{href:`/latest/mqtt-broker/mcp-server`,children:`MCP Server`})]}),_jsx(_components.td,{children:`Conversation with an operator. Provider keys stay on the HUB. Every write asks first`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.strong,{children:`Broker agent`})}),_jsxs(_components.td,{children:[`On the broker, as a `,_jsx(_components.code,{children:`DEFINE AGENT`})]}),_jsx(_components.td,{children:`The assistant must run with the HUB closed, be called by another agent, or be reached by another service`})]})]})]}),`\n`,_jsxs(_components.p,{children:[`A broker agent is a `,_jsx(_components.a,{href:`/latest/lot-language/routes/ai-routes`,children:`LoT agent`}),` with `,_jsx(_components.code,{children:`WITH HUB_VISIBLE \"true\"`}),` and an interaction topic. The HUB does not list a legacy `,_jsx(_components.code,{children:`TYPE AGENT`}),` connector as a target.`]}),`\n`,_jsx(Heading,{level:`2`,id:`run-models-on-premise-or-in-the-cloud`,children:`Run Models On-Premise or in the Cloud`}),`\n`,_jsxs(_components.p,{children:[`Where inference runs is an architecture and compliance choice. The AI Assistant supports `,_jsx(_components.strong,{children:`edge (on-premise)`}),` models and `,_jsx(_components.strong,{children:`cloud`}),` providers so you can keep prompts and payloads on your network when you need to, or use hosted APIs when policy allows.`]}),`\n`,_jsx(Frame,{caption:`Provider picker in the AI Setup wizard — cloud providers (OpenAI, Anthropic, OpenAI-compatible) and a local/private option (Ollama)`,children:_jsx(OptimizedImage,{src:`https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-providers.png?fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=5f2755a9981563d9bd1abcddd9c3d86b`,alt:`AI Setup provider list grouped into Cloud (OpenAI selected, Anthropic) and Local/Private (Ollama with NO API KEY tag)`,\"data-og-width\":`614`,width:`614`,\"data-og-height\":`368`,height:`368`,\"data-path\":`images/ai-assistant/hub-ai-providers.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-providers.png?w=280\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=0658b9c9c0752850a6186b8a81a22dd9 280w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-providers.png?w=560\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=067c33dab19cddc8981ab999db5a6247 560w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-providers.png?w=840\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=566f3f3651b323e6768d49f54eccb50e 840w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-providers.png?w=1100\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=268340c1650a04a57e3bd028576f8b36 1100w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-providers.png?w=1650\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=e91d4098ebb8994c67389d1648395f0e 1650w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-providers.png?w=2500\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=c43adf887c89710d4b4d5fb05f6c26d8 2500w`})}),`\n`,_jsxs(_components.ul,{children:[`\n`,_jsxs(_components.li,{children:[_jsx(_components.strong,{children:`On-premise (edge)`}),` — Run models on hardware you control, for example `,_jsx(_components.strong,{children:`Ollama`}),` on the same host or LAN as the broker, so data does not leave your site.`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.strong,{children:`Cloud providers`}),` — Connect to hosted models such as `,_jsx(_components.strong,{children:`OpenAI`}),` or `,_jsx(_components.strong,{children:`Anthropic`}),`, or any `,_jsx(_components.strong,{children:`OpenAI-compatible`}),` endpoint, when your organization allows traffic to leave the network.`]}),`\n`]}),`\n`,_jsxs(Note,{children:[_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Local AI prerequisite:`}),` `,_jsx(_components.a,{href:`https://ollama.com/download`,children:`Install Ollama`}),` and have it running on the broker host (or a machine your broker can reach) before you pick `,_jsx(_components.strong,{children:`Local / Private`}),` in the setup wizard. Pull your model in Ollama first (e.g. `,_jsx(_components.code,{children:`ollama pull llama3.2`}),`) — the name you enter in step 2 must match a model already available in Ollama. The model must support `,_jsx(_components.strong,{children:`tool calling`}),` (function calling); the Assistant relies on tools to act on your broker, so models without tool-calling support will not work. Check the model’s capabilities on the `,_jsx(_components.a,{href:`https://ollama.com/search?c=tools`,children:`Ollama model library`}),` before pulling it. Coreflux connects to your Ollama endpoint; it does not install Ollama or download models for you. Lightweight models may work for a quick test, but often are not capable enough for reliable agent work or good answer quality.`]}),_jsxs(_components.p,{children:[`If the broker runs in `,_jsx(_components.strong,{children:`Docker`}),`, `,_jsx(_components.code,{children:`localhost`}),` inside the container is not the host. With `,_jsx(_components.strong,{children:`Docker Compose`}),`, point at the Ollama service (e.g. `,_jsx(_components.code,{children:`http://ollama:11434`}),`). If Ollama runs on the host, use `,_jsx(_components.code,{children:`http://host.docker.internal:11434`}),` (Docker Desktop) or the host’s LAN IP. On the broker path the wizard writes that URL onto a `,_jsx(_components.code,{children:`TYPE LLM`}),` connector. See `,_jsx(_components.a,{href:`/latest/lot-language/routes/ai-routes#picking-a-provider`,children:`Picking a provider`}),`.`]})]}),`\n`,_jsx(Heading,{level:`3`,id:`ollama-requirements`,children:`Ollama requirements`}),`\n`,_jsx(_components.p,{children:`Ollama is supported with requirements: the model must call tools, and its context must hold the HUB assistant’s prompt.`}),`\n`,_jsxs(Info,{children:[_jsxs(_components.p,{children:[`HUB 2.12 sets Ollama’s context (`,_jsx(_components.code,{children:`num_ctx`}),`) for each run, so the Ollama setting no longer matters. It uses at least `,_jsx(_components.code,{children:`HUB_OLLAMA_MIN_CTX`}),` (default 16384) and up to `,_jsx(_components.code,{children:`HUB_OLLAMA_MAX_CTX`}),` (default 32768), never above the model’s own maximum. A prompt too large for the model ends the run with a clear error instead of being truncated. On low-memory or CPU-only hosts, lower `,_jsx(_components.code,{children:`HUB_OLLAMA_MAX_CTX`}),`.`]}),_jsxs(_components.p,{children:[`The same release ends a run when the model sends nothing for `,_jsx(_components.code,{children:`HUB_AGENT_FIRST_OUTPUT_TIMEOUT_MS`}),`, or goes silent mid-answer for `,_jsx(_components.code,{children:`HUB_AGENT_IDLE_TIMEOUT_MS`}),`. Both default to 120000 (120 s), and time spent inside broker tools doesn’t count. Raise them on slow hardware, where the first answer can take minutes. These are HUB server environment variables.`]})]}),`\n`,_jsx(Note,{children:_jsxs(_components.p,{children:[`On a HUB older than 2.12, raise Ollama’s `,_jsx(_components.strong,{children:`Settings > Context length`}),` yourself. The prompt is about 4.5k tokens in Insight mode and 9k to 15k tokens in Agent mode, and those versions silently cut the start of it when the context is too small. 16k is the minimum; 128k is a safe choice.`]})}),`\n`,_jsx(Tip,{children:_jsx(_components.p,{children:`The same Assistant panel and modes work whether you point at an edge endpoint or a cloud API—you are not choosing a different product, only where the model runs.`})}),`\n`,_jsx(_components.hr,{}),`\n`,_jsx(Heading,{level:`2`,id:`set-up-the-ai-assistant`,children:`Set up the AI Assistant`}),`\n`,_jsxs(_components.p,{children:[`The first time you open the AI Assistant, a short wizard asks whether it should run `,_jsx(_components.strong,{children:`in the HUB`}),` or `,_jsx(_components.strong,{children:`on the broker`}),`, then walks through `,_jsx(_components.strong,{children:`provider`}),`, `,_jsx(_components.strong,{children:`model`}),`, and `,_jsx(_components.strong,{children:`API key`}),`. When the broker path is not signed in as a local broker user, it also asks which broker user the agent’s `,_jsx(_components.code,{children:`DEFAULT_USER`}),` should be. You only do this once per broker; after that, clicking the Coreflux icon opens the assistant directly.`]}),`\n`,_jsx(Note,{children:_jsxs(_components.p,{children:[`The screenshots below were taken on the previous wizard, which installed an agent connector and said “Install the Agent route”. The current wizard starts with `,_jsx(_components.strong,{children:`In the HUB`}),` (the default) or `,_jsx(_components.strong,{children:`On the broker`}),`. The provider, model, and key steps are unchanged.`]})}),`\n`,_jsxs(Steps,{children:[_jsxs(Step,{title:`Open the AI Setup wizard`,children:[_jsxs(_components.p,{children:[`Click the `,_jsx(_components.strong,{children:`Coreflux`}),` icon in the bottom dock. On a fresh broker, the `,_jsx(_components.strong,{children:`AI Setup`}),` wizard slides in on the right and asks you to pick where the model will run—a `,_jsx(_components.strong,{children:`Cloud`}),` provider (OpenAI, Anthropic, or an OpenAI-compatible endpoint) or `,_jsx(_components.strong,{children:`Local / Private`}),` (Ollama). Pick one and click `,_jsx(_components.strong,{children:`Continue`}),`.`]}),_jsxs(Frame,{caption:`AI Setup wizard, step 1: pick a cloud provider (OpenAI, Anthropic, OpenAI-compatible) or a local Ollama model, then Continue`,children:[_jsx(OptimizedImage,{className:`mint-block dark:mint-hidden`,src:`https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-ai-setup-provider-light.png?fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=6183b5872491bd19d4bddbc16ebb2130`,alt:`Coreflux HUB with the AI Setup wizard open on the right, titled Set up AI Assistant with the note Install the Agent route on your broker to enable the AI assistant, a step indicator, Cloud providers OpenAI (selected) and Anthropic, Local / Private Ollama tagged No API key, and a Continue button`,\"data-og-width\":`2600`,width:`2600`,\"data-og-height\":`1720`,height:`1720`,\"data-path\":`images/ai-assistant/hub-ai-setup-provider-light.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-ai-setup-provider-light.png?w=280\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=68251103c22bb0e0a337d3f9777c2de2 280w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-ai-setup-provider-light.png?w=560\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=a5d351630a7c2a512a88028a49f3fe35 560w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-ai-setup-provider-light.png?w=840\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=cf5a96de6f3abfc561c87e38e401bfa8 840w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-ai-setup-provider-light.png?w=1100\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=76ba97cc922eb17bcbb9edd9ef13ac89 1100w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-ai-setup-provider-light.png?w=1650\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=1309fb49b08baa1c141b0218451ae511 1650w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-ai-setup-provider-light.png?w=2500\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=d7523ef4b51cf452adefe0262dd411bc 2500w`}),_jsx(OptimizedImage,{className:`mint-hidden dark:mint-block`,src:`https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-ai-setup-provider-dark.png?fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=4945fea397b2efc641b4df05c2ed63e4`,alt:`Coreflux HUB with the AI Setup wizard open on the right, titled Set up AI Assistant with the note Install the Agent route on your broker to enable the AI assistant, a step indicator, Cloud providers OpenAI (selected) and Anthropic, Local / Private Ollama tagged No API key, and a Continue button`,\"data-og-width\":`2600`,width:`2600`,\"data-og-height\":`1720`,height:`1720`,\"data-path\":`images/ai-assistant/hub-ai-setup-provider-dark.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-ai-setup-provider-dark.png?w=280\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=5b1102c138d2095bc17815e52071b7f0 280w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-ai-setup-provider-dark.png?w=560\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=38f94dc0e1fceaf25d1e3093e42ea192 560w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-ai-setup-provider-dark.png?w=840\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=ca3f1874b6539f324caef24759cd34b0 840w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-ai-setup-provider-dark.png?w=1100\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=a23e789ed77879de46355f4fa4a57bd3 1100w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-ai-setup-provider-dark.png?w=1650\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=210421ebf5e9d63d51388a29e35bbc53 1650w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-ai-setup-provider-dark.png?w=2500\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=56423a896ab75c0131be208bfa07b6c1 2500w`})]})]}),_jsxs(Step,{title:`Pick a model`,children:[_jsxs(_components.p,{children:[`Choose a model from the suggested list, or type the exact model name your provider supports (for example `,_jsx(_components.code,{children:`gpt-5.4-mini`}),`) into the custom field. Click `,_jsx(_components.strong,{children:`Continue`}),` when you are ready.`]}),_jsx(Frame,{caption:`AI Setup wizard step 2 — choose a suggested model or type a custom one`,children:_jsx(OptimizedImage,{src:`https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-setup-model.png?fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=def936ab3298db1a916726f2f79d29fa`,alt:`AI Setup wizard model step listing suggested models such as gpt-5.5, gpt-5.4-mini, and a custom model field with gpt-5.4-mini typed in`,\"data-og-width\":`1024`,width:`1024`,\"data-og-height\":`551`,height:`551`,\"data-path\":`images/ai-assistant/hub-ai-setup-model.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-setup-model.png?w=280\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=9ca6190133d45c38fb43ec2ef1c69991 280w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-setup-model.png?w=560\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=47d5bebf7e77e9c91ab9173a32e9d21c 560w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-setup-model.png?w=840\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=de63eb1704d35183012589e163fffcf4 840w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-setup-model.png?w=1100\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=e10526bca6f3669258b53b71dc20748c 1100w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-setup-model.png?w=1650\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=a5fcd851d2fb8367ac39c853d06810a1 1650w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-setup-model.png?w=2500\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=d9fc547a92ae792baa01fe234c96bcaa 2500w`})})]}),_jsxs(Step,{title:`Add your API key`,children:[_jsxs(_components.p,{children:[`Paste the API key from your chosen provider. The key is stored as an `,_jsx(_components.strong,{children:`encrypted secret on the broker`}),` and is never sent back to your browser. The wizard also shows a quick summary of what it is about to install so you know what to expect.`]}),_jsx(Note,{children:_jsxs(_components.p,{children:[`If you picked `,_jsx(_components.strong,{children:`Ollama`}),` in the earlier step, the wizard skips this screen entirely—your local Ollama endpoint does not need a key.`]})}),_jsx(Frame,{caption:`AI Setup wizard step 3 — paste your provider API key; the broker stores it as an encrypted secret`,children:_jsx(OptimizedImage,{src:`https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-setup-apikey.png?fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=558bc27b8c12a978a8f523e591a4c681`,alt:`AI Setup wizard API key step with an OpenAI API key input, a note that the key is stored as an encrypted secret on the broker, and an install summary card`,\"data-og-width\":`1024`,width:`1024`,\"data-og-height\":`551`,height:`551`,\"data-path\":`images/ai-assistant/hub-ai-setup-apikey.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-setup-apikey.png?w=280\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=b3a157052bd4e53f43647d5c00dd4c8b 280w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-setup-apikey.png?w=560\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=fd4fd9fcddc83664d1b4db5254ee1309 560w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-setup-apikey.png?w=840\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=f88496a052e9ba74de5b08187927ec95 840w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-setup-apikey.png?w=1100\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=dc29b34ca4cb4664708d07240cb4827f 1100w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-setup-apikey.png?w=1650\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=f5b6d9f45697a428610c16ea1b260dd4 1650w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-setup-apikey.png?w=2500\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=79371c047f90ce8037f82c0932477fc3 2500w`})}),_jsx(AccordionGroup,{children:_jsxs(Accordion,{title:`Where do I get an API key?`,id:`where-do-i-get-an-api-key`,children:[_jsx(_components.p,{children:`Sign in to the provider you picked in the previous step and follow their docs to create a key:`}),_jsxs(_components.ul,{children:[`\n`,_jsxs(_components.li,{children:[_jsx(_components.strong,{children:`OpenAI`}),` — `,_jsx(_components.a,{href:`https://platform.openai.com/api-keys`,children:`platform.openai.com/api-keys`})]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.strong,{children:`Anthropic`}),` — `,_jsx(_components.a,{href:`https://console.anthropic.com/`,children:`console.anthropic.com`})]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.strong,{children:`OpenAI-compatible`}),` — the key your endpoint’s operator issues, if it needs one`]}),`\n`]}),_jsxs(_components.p,{children:[`If you picked `,_jsx(_components.strong,{children:`Ollama`}),`, no key is required—the broker talks to your local Ollama endpoint directly.`]})]})})]}),_jsxs(Step,{title:`Install and you're ready`,children:[_jsxs(_components.p,{children:[`Finish the wizard. `,_jsx(_components.strong,{children:`In the HUB`}),` stores the provider and an MCP token for this connection, then the assistant calls the broker as that token’s user. `,_jsx(_components.strong,{children:`On the broker`}),` deploys a `,_jsx(_components.code,{children:`TYPE LLM`}),` connector named `,_jsx(_components.code,{children:`BrokerAgentLlm`}),` and a `,_jsx(_components.code,{children:`DEFINE AGENT`}),` named `,_jsx(_components.code,{children:`BrokerAgent`}),` on the interaction topic `,_jsx(_components.code,{children:`hub/assistant`}),`, visible in the picker. A key you paste is stored with `,_jsx(_components.code,{children:`-setSecret`}),` and referenced from the connector. Ollama needs no key. An OpenAI-compatible endpoint gets a key only when you supply one, and the connector is pinned to Chat Completions.`]}),_jsx(Frame,{caption:`AI Setup finishing — the broker provisions the assistant in the background`,children:_jsx(OptimizedImage,{src:`https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-setup-installing.png?fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=020cb3cafaa3d294a32252521f5dd1ed`,alt:`AI Setup wizard showing a Setting up AI Assistant progress indicator with Setting API key secret status`,\"data-og-width\":`1024`,width:`1024`,\"data-og-height\":`552`,height:`552`,\"data-path\":`images/ai-assistant/hub-ai-setup-installing.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-setup-installing.png?w=280\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=a6311585834e5d072318041f6c5177c3 280w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-setup-installing.png?w=560\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=7d292910480261c501cd95dbf58828cf 560w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-setup-installing.png?w=840\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=bae18d09a5e1d8ce02f989bebdedd063 840w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-setup-installing.png?w=1100\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=225923968b86e41ea0fa630c409cd747 1100w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-setup-installing.png?w=1650\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=1f78e05ad36d5d8e14e79ab712c502a5 1650w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-setup-installing.png?w=2500\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=c4cd13141c838ab9ad7f7b1c0197a70d 2500w`})}),_jsx(Check,{children:_jsxs(_components.p,{children:[`Once the wizard closes, the AI Assistant is live on this broker. From now on, clicking the `,_jsx(_components.strong,{children:`Coreflux`}),` icon opens the assistant directly—no more setup.`]})})]})]}),`\n`,_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`On the broker`}),`, the wizard also adds subscribe rules so your user can read `,_jsx(_components.code,{children:`$SYS/Coreflux/Agents/#`}),` and the `,_jsx(_components.code,{children:`hub/assistant/#`}),` replies. `,_jsx(_components.code,{children:`DEFAULT_USER`}),` is your local MQTT login. A Coreflux account session is not a broker user — the wizard asks for a `,_jsx(_components.strong,{children:`Broker user`}),` and will not install until you choose one. A tool call succeeds only when both you and that user are allowed to make it.`]}),`\n`,_jsxs(_components.p,{children:[`The installed agent is granted `,_jsx(_components.code,{children:`read_mqtt`}),`, `,_jsx(_components.code,{children:`read_lot`}),`, `,_jsx(_components.code,{children:`write_mqtt`}),`, and `,_jsx(_components.code,{children:`create_lot`}),` for actions, models, connectors, and panels. Writing grants are deployed with `,_jsx(_components.code,{children:`WITH LEVEL \"write\"`}),`. Re-running setup sends `,_jsx(_components.code,{children:`-addConnector`}),` and `,_jsx(_components.code,{children:`-addAgent`}),` again. Both update in place, so the agent keeps its conversations. The broker refuses to remove an LLM connector an agent still uses.`]}),`\n`,_jsxs(_components.p,{children:[`Agents are their own LoT entity. Connectors Manager lists `,_jsx(_components.code,{children:`BrokerAgentLlm`}),` and leaves `,_jsx(_components.code,{children:`BrokerAgent`}),` out. The LoT Editor deploys an agent cell with `,_jsx(_components.code,{children:`-addAgent`}),` and removes it with `,_jsx(_components.code,{children:`-removeAgent`}),`.`]}),`\n`,_jsx(_components.hr,{}),`\n`,_jsx(Heading,{level:`2`,id:`manage-broker-agents`,children:`Manage broker agents`}),`\n`,_jsxs(_components.p,{children:[`The `,_jsx(_components.strong,{children:`Agents`}),` app on the dock lists every `,_jsx(_components.code,{children:`DEFINE AGENT`}),` on the broker as a card, next to an `,_jsx(_components.strong,{children:`Activity`}),` tab. Each card has `,_jsx(_components.strong,{children:`Configure`}),`, `,_jsx(_components.strong,{children:`Disable`}),` / `,_jsx(_components.strong,{children:`Enable`}),`, `,_jsx(_components.strong,{children:`Open in LoT Editor`}),`, `,_jsx(_components.strong,{children:`Show activity`}),`, and `,_jsx(_components.strong,{children:`Remove`}),`. A card with no status shows offline. `,_jsx(_components.code,{children:`DEFINE AGENT`}),` is a preview feature in broker 2.22.`]}),`\n`,_jsx(Heading,{level:`3`,id:`disable-an-agent`,children:`Disable an agent`}),`\n`,_jsxs(_components.p,{children:[`The power icon on a card redeploys the agent with `,_jsx(_components.code,{children:`DISABLE true`}),`, or without it. A disabled agent stays defined but takes no tasks. Its card is dimmed, with a `,_jsx(_components.strong,{children:`Disabled`}),` pill and a grey status dot. On a broker without `,_jsx(_components.code,{children:`DISABLE`}),` support, the HUB changes nothing and says so. In a cluster, the change applies on the node you’re connected to.`]}),`\n`,_jsxs(Frame,{caption:`Agents app with FlightsTrackerAgent disabled and GateOpsAgent running`,children:[_jsx(OptimizedImage,{className:`mint-block dark:mint-hidden`,src:`https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-agents-disabled-light.png?fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=7ba27b4b2ed67ab48576b3795cf7b319`,alt:`Coreflux HUB Agents window, Agents tab, 2 agents: the FlightsTrackerAgent card is dimmed with a Disabled pill and a grey status dot and shows LocalOllama and read_mqtt (1 topic); the GateOpsAgent card has a green status dot and shows LocalOllama, ollama, llama3.2 and read_mqtt (1 topic), write_mqtt (1 topic). Each card has Configure, power, LoT, activity, and remove icons`,\"data-og-width\":`1376`,width:`1376`,\"data-og-height\":`408`,height:`408`,\"data-path\":`images/ai-assistant/hub-agents-disabled-light.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-agents-disabled-light.png?w=280\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=ba4f3d2d09ca65781fa03a4245d841d1 280w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-agents-disabled-light.png?w=560\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=1e24cbee48a98e2184cdcd7a9dbdfaeb 560w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-agents-disabled-light.png?w=840\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=e833cdae080f3260bc80adc224c01a54 840w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-agents-disabled-light.png?w=1100\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=3dc715baec527c7680534217d1bb642a 1100w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-agents-disabled-light.png?w=1650\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=86979be5417466f3947771978994dddc 1650w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-agents-disabled-light.png?w=2500\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=51830298226c8450009bce0ca378803d 2500w`}),_jsx(OptimizedImage,{className:`mint-hidden dark:mint-block`,src:`https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-agents-disabled-dark.png?fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=82b7d3b05c986c307eb4c8b915d9c617`,alt:`Coreflux HUB Agents window, Agents tab, 2 agents: the FlightsTrackerAgent card is dimmed with a Disabled pill and a grey status dot and shows LocalOllama and read_mqtt (1 topic); the GateOpsAgent card has a green status dot and shows LocalOllama, ollama, llama3.2 and read_mqtt (1 topic), write_mqtt (1 topic). Each card has Configure, power, LoT, activity, and remove icons`,\"data-og-width\":`1376`,width:`1376`,\"data-og-height\":`408`,height:`408`,\"data-path\":`images/ai-assistant/hub-agents-disabled-dark.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-agents-disabled-dark.png?w=280\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=b7de4dc1008afc8d6b152c88dfe1eaf8 280w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-agents-disabled-dark.png?w=560\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=79cc22fc1da5e643d77ccdbc5fbe3c2c 560w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-agents-disabled-dark.png?w=840\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=fcbaf16003d13d361783d2e992c4e221 840w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-agents-disabled-dark.png?w=1100\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=736b243004db3fd639926ea577eadbb1 1100w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-agents-disabled-dark.png?w=1650\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=222928c9d65d54d26a7c4ebd0a370e89 1650w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-agents-disabled-dark.png?w=2500\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=15f43d667f125659fccc4ee0160ac15a 2500w`})]}),`\n`,_jsx(Heading,{level:`3`,id:`configure-an-agent`,children:`Configure an agent`}),`\n`,_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Configure`}),` and `,_jsx(_components.strong,{children:`Add agent`}),` open a form with three tabs:`]}),`\n`,_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Tab`}),_jsx(_components.th,{children:`What you set`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.strong,{children:`Configuration`})}),_jsxs(_components.td,{children:[`Name, LLM connector, description, default user, and `,_jsx(_components.strong,{children:`Enabled`}),`. Then the system prompt, guardrails, interaction topic, `,_jsx(_components.strong,{children:`Hub visible`}),`, memory, and peers, and the limits (max iterations, max tokens, task timeout, max in flight)`]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.strong,{children:`Tools`})}),_jsxs(_components.td,{children:[`The `,_jsx(_components.code,{children:`ADD TOOL`}),` grants, with their topics or targets and level`]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.strong,{children:`LoT`})}),_jsxs(_components.td,{children:[`The `,_jsx(_components.code,{children:`DEFINE AGENT`}),` source, with live checks`]})]})]})]}),`\n`,_jsxs(Frame,{caption:`Configure GateOpsAgent: the Configuration tab`,children:[_jsx(OptimizedImage,{className:`mint-block dark:mint-hidden`,src:`https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-agent-config-form-light.png?fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=221a3bee482408c4063915922e1c1df1`,alt:`Coreflux HUB Configure GateOpsAgent dialog with Configuration, Tools 2, and LoT tabs; the Agent section shows Name GateOpsAgent, LLM connector LocalOllama, Description Suggests gate changes when departures run late, Default user flights-ops, and the Enabled switch on, with Cancel and Save`,\"data-og-width\":`1160`,width:`1160`,\"data-og-height\":`890`,height:`890`,\"data-path\":`images/ai-assistant/hub-agent-config-form-light.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-agent-config-form-light.png?w=280\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=101c34c3f151d1338f6c8f20532553be 280w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-agent-config-form-light.png?w=560\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=8225ae14d5f863d444d030ef5c7556b8 560w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-agent-config-form-light.png?w=840\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=6e76de096fd754359b4aca032e96905a 840w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-agent-config-form-light.png?w=1100\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=7c5dd2f0a5619cd0aa8250090c054902 1100w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-agent-config-form-light.png?w=1650\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=fea36796bd58fdf2280414f3cacbec6d 1650w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-agent-config-form-light.png?w=2500\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=5c07057dc094b8694b17477941045cfb 2500w`}),_jsx(OptimizedImage,{className:`mint-hidden dark:mint-block`,src:`https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-agent-config-form-dark.png?fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=bf1a88280cb74782a9ca2597b013c786`,alt:`Coreflux HUB Configure GateOpsAgent dialog with Configuration, Tools 2, and LoT tabs; the Agent section shows Name GateOpsAgent, LLM connector LocalOllama, Description Suggests gate changes when departures run late, Default user flights-ops, and the Enabled switch on, with Cancel and Save`,\"data-og-width\":`1160`,width:`1160`,\"data-og-height\":`890`,height:`890`,\"data-path\":`images/ai-assistant/hub-agent-config-form-dark.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-agent-config-form-dark.png?w=280\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=b85c317b3a78ffbba1f9e3420deb0c66 280w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-agent-config-form-dark.png?w=560\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=48431d1232e8b9281118af904a11db33 560w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-agent-config-form-dark.png?w=840\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=3616785f12fc6045187d835ef90d94c0 840w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-agent-config-form-dark.png?w=1100\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=416a24933f9c04ad537038268f3aa104 1100w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-agent-config-form-dark.png?w=1650\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=917801fcd617c6a5ae3215f34b5b73b4 1650w, https://mintcdn.com/coreflux/9PekAdlvyyrySLnc/images/ai-assistant/hub-agent-config-form-dark.png?w=2500\u0026fit=max\u0026auto=format\u0026n=9PekAdlvyyrySLnc\u0026q=85\u0026s=409c329e08326d32e187ae039978deaa 2500w`})]}),`\n`,_jsxs(_components.p,{children:[`The LoT stays the source of truth. The form rewrites only the clauses you change and keeps everything else as written, including comments, `,_jsx(_components.code,{children:`GET SECRET`}),` and `,_jsx(_components.code,{children:`GET ENV`}),` values, and clauses the form has no field for, which it lists under `,_jsx(_components.strong,{children:`Kept as written`}),`. `,_jsx(_components.strong,{children:`Save`}),` deploys with `,_jsx(_components.code,{children:`-addAgent`}),`. Running tasks and session memory are kept unless you rename the agent. See `,_jsx(_components.a,{href:`/latest/lot-language/agents/syntax`,children:`Agent syntax`}),`.`]}),`\n`,_jsx(_components.hr,{}),`\n`,_jsx(`a`,{id:`updating-an-existing-assistant`}),`\n`,_jsx(Heading,{level:`2`,id:`coming-from-a-type-agent-assistant`,children:`Coming from a TYPE AGENT assistant`}),`\n`,_jsxs(_components.p,{children:[`A `,_jsx(_components.code,{children:`TYPE AGENT`}),` connector from an earlier release is skipped when the broker loads, and the HUB does not list it, install it, or migrate it. There is no in-panel update that rewrites it.`]}),`\n`,_jsxs(_components.p,{children:[`Rewrite it as a `,_jsx(_components.code,{children:`TYPE LLM`}),` connector plus `,_jsx(_components.code,{children:`DEFINE AGENT`}),`, using the table in `,_jsx(_components.a,{href:`/latest/lot-language/agents/overview#coming-from-type-agent`,children:`Coming from TYPE AGENT`}),`, or run the wizard again and let it install `,_jsx(_components.code,{children:`BrokerAgentLlm`}),` and `,_jsx(_components.code,{children:`BrokerAgent`}),`. Your previous provider, model, and key are not copied for you.`]}),`\n`,_jsx(Note,{children:_jsxs(_components.p,{children:[`The setup wizard is how you install the assistant. It is not a settings screen for an assistant that is already there. Once the HUB target is configured, the menu offers `,_jsx(_components.strong,{children:`Change Hub provider…`}),`, which updates the provider, key, and model and keeps the same MCP token.`]})}),`\n`,_jsx(_components.hr,{}),`\n`,_jsx(Heading,{level:`2`,id:`open-the-ai-assistant`,children:`Open the AI Assistant`}),`\n`,_jsxs(_components.p,{children:[`Use the `,_jsx(_components.strong,{children:`Coreflux`}),` icon in the bottom app dock—the first icon on the left. You can peek at the assistant without opening the full side panel, then click when you want the full workspace.`]}),`\n`,_jsxs(Steps,{children:[_jsxs(Step,{title:`Hover to preview`,children:[_jsxs(_components.p,{children:[`Hover the Coreflux icon. A compact `,_jsx(_components.strong,{children:`Coreflux AI`}),` bubble appears above the dock with an `,_jsx(_components.strong,{children:`Ask anything…`}),` field and `,_jsx(_components.strong,{children:`Insight`}),` / `,_jsx(_components.strong,{children:`Agent`}),` mode pills so you can send a quick prompt or pick a mode before you commit to the full panel.`]}),_jsx(Frame,{caption:`Hover the dock Coreflux icon to open the compact Coreflux AI bubble with Ask anything and mode pills`,children:_jsx(OptimizedImage,{src:`https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-hover.png?fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=4832f01bd4c40af988f40d1c774d0d31`,alt:`Coreflux HUB dock with the Coreflux icon highlighted and a compact Coreflux AI popover showing Ask anything placeholder and Insight and Agent toggles`,\"data-og-width\":`954`,width:`954`,\"data-og-height\":`346`,height:`346`,\"data-path\":`images/ai-assistant/hub-ai-hover.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-hover.png?w=280\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=ec022dff2423683781709d886fa75fd3 280w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-hover.png?w=560\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=76ebba10c7da7a509e1b31af3971f7c3 560w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-hover.png?w=840\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=3e0b3a7851c4b0ddc7caa539f2af83f3 840w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-hover.png?w=1100\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=502769605bfe9599a811505ca195db1d 1100w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-hover.png?w=1650\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=6c4876605e170640aa1d779d6356be45 1650w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-hover.png?w=2500\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=c28eb06a04259b2f5233470f07568c14 2500w`})})]}),_jsxs(Step,{title:`Click to open the full panel`,children:[_jsxs(_components.p,{children:[`Click the Coreflux icon to pin the `,_jsx(_components.strong,{children:`AI Assistant`}),` on the right. You get suggested prompts (for example `,_jsx(_components.strong,{children:`Create a dashboard`}),` or `,_jsx(_components.strong,{children:`Calculate a new KPI`}),`), a `,_jsx(_components.strong,{children:`Sources`}),` area for dragging in panels such as the LoT Editor, and the full conversation thread with edit and close controls in the header.`]}),_jsx(Frame,{caption:`Full AI Assistant panel — suggested prompts, Sources, and the main chat input`,children:_jsx(OptimizedImage,{src:`https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-open.png?fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=051b1570ab0d0c92aebdee66e0254294`,alt:`Coreflux HUB with the full AI Assistant panel open showing suggested actions, Sources with LoT Editor, and Ask me anything input`,\"data-og-width\":`1024`,width:`1024`,\"data-og-height\":`556`,height:`556`,\"data-path\":`images/ai-assistant/hub-ai-open.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-open.png?w=280\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=2710d457e333f7d67c5b06a75526b07c 280w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-open.png?w=560\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=de8ddc3d8d636025b1be19e6414afa5e 560w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-open.png?w=840\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=25844af8868388e816788f0d0c8f28cb 840w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-open.png?w=1100\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=d601e812457edc97757450e482e04442 1100w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-open.png?w=1650\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=cc945793a4d16ab4065ba033c7840f09 1650w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-open.png?w=2500\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=b8fc3044dbea6821d08322e01a412306 2500w`})})]})]}),`\n`,_jsx(Heading,{level:`2`,id:`agent-vs-insight-mode`,children:`Agent vs Insight mode`}),`\n`,_jsx(_components.p,{children:`Pick the mode that matches how much change you want the assistant to make. You can switch at the bottom of the panel at any time.`}),`\n`,_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Mode`}),_jsx(_components.th,{children:`What it does`}),_jsx(_components.th,{children:`Use it when`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.strong,{children:`Agent`})}),_jsxs(_components.td,{children:[`Can read broker state `,_jsx(_components.strong,{children:`and`}),` create or update things—Connectors, Actions, Models, panels—subject to your permissions. On the `,_jsx(_components.strong,{children:`HUB`}),` target, each write pauses for Approve or Reject. On a `,_jsx(_components.strong,{children:`broker agent`}),`, writing tools run when the grant says `,_jsx(_components.code,{children:`WITH LEVEL \"write\"`}),` and both you and `,_jsx(_components.code,{children:`DEFAULT_USER`}),` are allowed.`]}),_jsxs(_components.td,{children:[`You want the assistant to `,_jsx(_components.strong,{children:`build or change`}),` integrations, logic, or dashboards.`]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.strong,{children:`Insight`})}),_jsxs(_components.td,{children:[_jsx(_components.strong,{children:`Read-only.`}),` The HUB target never shows write tools. A broker agent is sent `,_jsx(_components.code,{children:`\"mode\": \"insight\"`}),`, and the broker refuses every writing tool as out of scope, including tools a peer agent would have run.`]}),_jsxs(_components.td,{children:[`You want `,_jsx(_components.strong,{children:`safe exploration`}),`, reporting, or to give users answers `,_jsx(_components.strong,{children:`without`}),` deploy rights.`]})]})]})]}),`\n`,_jsx(_components.p,{children:`The mode pills sit below the main input so you always know which behavior you have selected before you send a message.`}),`\n`,_jsx(Heading,{level:`2`,id:`what-you-can-do`,children:`What you can do`}),`\n`,_jsx(_components.p,{children:`These are typical starting points—phrase them in your own words; the assistant will ask follow-ups if something is missing.`}),`\n`,_jsxs(CardGroup,{cols:1,children:[_jsx(Card,{title:`Build a dashboard`,icon:`chart-line`,href:`/hub/dashboards/overview`,children:_jsxs(_components.p,{children:[`Ask for live gauges, KPI tiles, or layouts bound to your MQTT topics; the assistant drafts and wires widgets you can refine in the panel. See `,_jsx(_components.a,{href:`/latest/quick-start/building-dashboards`,children:`Build Your First Dashboard`}),`.`]})}),_jsx(Card,{title:`Develop an Action in LoT`,icon:`code`,children:_jsx(_components.p,{children:`Describe triggers, conditions, and outputs in plain language; the assistant proposes LoT you review and deploy without leaving the conversation.`})}),_jsx(Card,{title:`Calculate a new KPI`,icon:`calculator`,children:_jsx(_components.p,{children:`Describe the metric or inputs you care about; the assistant drafts logic, confirms details with you, and deploys an Action in Agent mode.`})}),_jsx(Card,{title:`Explain your broker state`,icon:`magnifying-glass`,children:_jsx(_components.p,{children:`Ask what Connectors or topics exist, why something errored, or how signals relate—natural in Insight mode when you want answers before any changes.`})})]}),`\n`,_jsx(_components.hr,{}),`\n`,_jsx(Heading,{level:`2`,id:`example-build-a-kpi-with-agent-mode`,children:`Example: Build a KPI with Agent mode`}),`\n`,_jsxs(_components.p,{children:[`Below is one real flow: you ask for a KPI, the assistant requests the missing pieces, then deploys an Action and offers a shortcut to the LoT Editor. Stay in `,_jsx(_components.strong,{children:`Agent`}),` mode for this path.`]}),`\n`,_jsxs(Steps,{children:[_jsxs(Step,{title:`Ask`,children:[_jsxs(_components.p,{children:[`Type a goal such as `,_jsx(_components.strong,{children:`Calculate a new KPI`}),`. The assistant loads context and may offer quick actions that match what you said.`]}),_jsx(Frame,{caption:`AI Assistant in Agent mode with suggested prompts including Calculate a new KPI`,children:_jsx(OptimizedImage,{src:`https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-open.png?fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=051b1570ab0d0c92aebdee66e0254294`,alt:`AI Assistant showing Agent mode selected and suggested prompts including Calculate a new KPI`,\"data-og-width\":`1024`,width:`1024`,\"data-og-height\":`556`,height:`556`,\"data-path\":`images/ai-assistant/hub-ai-open.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-open.png?w=280\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=2710d457e333f7d67c5b06a75526b07c 280w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-open.png?w=560\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=de8ddc3d8d636025b1be19e6414afa5e 560w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-open.png?w=840\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=25844af8868388e816788f0d0c8f28cb 840w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-open.png?w=1100\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=d601e812457edc97757450e482e04442 1100w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-open.png?w=1650\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=cc945793a4d16ab4065ba033c7840f09 1650w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-open.png?w=2500\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=b8fc3044dbea6821d08322e01a412306 2500w`})})]}),_jsxs(Step,{title:`Clarify`,children:[_jsxs(_components.p,{children:[`When the assistant needs a formula, source topic, or rule, it `,_jsx(_components.strong,{children:`pauses and asks you directly`}),`—you reply in the thread instead of guessing what to type up front.`]}),_jsx(Frame,{caption:`Assistant asking for KPI formula or source data before continuing`,children:_jsx(OptimizedImage,{src:`https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-ask-user.png?fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=8ce9eee3ebf0ebfe0e336b4734dbf7ce`,alt:`AI Assistant conversation where the assistant asks the user to provide KPI formula or source data with a Type your answer field`,\"data-og-width\":`1024`,width:`1024`,\"data-og-height\":`555`,height:`555`,\"data-path\":`images/ai-assistant/hub-ai-ask-user.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-ask-user.png?w=280\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=764cdafb19f679e959b96bba6cfd4fa3 280w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-ask-user.png?w=560\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=11331d3117c284d96c5d5f05ba165e3d 560w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-ask-user.png?w=840\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=b366d6aac7ae869c0ab8bcf7c4d6d444 840w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-ask-user.png?w=1100\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=166e3a21443eee63318681923ed0b75b 1100w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-ask-user.png?w=1650\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=d3c6dbe2ccf2a846ce2d3d989a0d3f2a 1650w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-ask-user.png?w=2500\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=74a9d7d27bd58f2ce8a2ba01b065ca79 2500w`})})]}),_jsxs(Step,{title:`Deploy`,children:[_jsxs(_components.p,{children:[`After you supply enough detail, the assistant can draft LoT, deploy an Action, and show a status card. Use `,_jsx(_components.strong,{children:`Open in LoT Editor`}),` when you want to inspect or tweak the definition yourself.`]}),_jsx(Frame,{caption:`Deployed Action with Running status and Open in LoT Editor link`,children:_jsx(OptimizedImage,{src:`https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-action-deployed.png?fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=a84807cf92b4bb27a348a2bc1d9b0f87`,alt:`AI Assistant showing deployed CalculateKPI Action with Running status and Open in LoT Editor link`,\"data-og-width\":`1024`,width:`1024`,\"data-og-height\":`553`,height:`553`,\"data-path\":`images/ai-assistant/hub-ai-action-deployed.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-action-deployed.png?w=280\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=aa944e503f130b3c719eeed7ef2ec920 280w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-action-deployed.png?w=560\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=57721373536e2e5d7e0837a105fc93c0 560w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-action-deployed.png?w=840\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=2849b305abea73c47a437784eba089e3 840w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-action-deployed.png?w=1100\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=3f4c7fe9075d2f1dce85af91473e271b 1100w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-action-deployed.png?w=1650\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=09e542edbd89d8ee99a59564a33e27ae 1650w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-action-deployed.png?w=2500\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=913f3a5a8604f65d3aca9a54d64faf4a 2500w`})}),_jsx(Check,{children:_jsxs(_components.p,{children:[`When you see `,_jsx(_components.strong,{children:`Running`}),` (or equivalent success state) on the deployment card, the new Action is live on the broker—confirm in the `,_jsx(_components.strong,{children:`LoT Editor`}),` if you want to read the exact definition.`]})})]})]}),`\n`,_jsx(_components.hr,{}),`\n`,_jsx(Heading,{level:`2`,id:`example-explore-safely-with-insight-mode`,children:`Example: Explore safely with Insight mode`}),`\n`,_jsxs(_components.p,{children:[`Switch to `,_jsx(_components.strong,{children:`Insight`}),` before you send if you only want answers—not changes. You can still get structured output such as tables and follow-up suggestions.`]}),`\n`,_jsx(Frame,{caption:`Insight mode — list of Connectors returned as a table after a natural-language question`,children:_jsx(OptimizedImage,{src:`https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-insight-routes.png?fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=93cc5ba1d07a972a3e4aad3faf1a075a`,alt:`AI Assistant in Insight mode responding to 'Please create a list of connectors I have on broker' with a table showing Name, Type, Status, Description, and Events columns for Terminal, BrokerAgent, and MyS7Route`,\"data-og-width\":`1024`,width:`1024`,\"data-og-height\":`639`,height:`639`,\"data-path\":`images/ai-assistant/hub-ai-insight-routes.png`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-insight-routes.png?w=280\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=46e13ad6c66e658aac69c52cef0a5042 280w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-insight-routes.png?w=560\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=c2629656294a8cdd7372c50d0dcbdf11 560w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-insight-routes.png?w=840\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=f098908e05ed32fab81238d068d0121b 840w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-insight-routes.png?w=1100\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=a996c4bf479d45bf968f36aa4b01fdca 1100w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-insight-routes.png?w=1650\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=f32468226496414f04d80367317fb3f3 1650w, https://mintcdn.com/coreflux/EldKmEArSuwejnkZ/images/ai-assistant/hub-ai-insight-routes.png?w=2500\u0026fit=max\u0026auto=format\u0026n=EldKmEArSuwejnkZ\u0026q=85\u0026s=1bd24a317323c279141e472f38a96220 2500w`})}),`\n`,_jsxs(_components.p,{children:[`Try questions like `,_jsx(_components.strong,{children:`Create me a list of Connectors`}),` or `,_jsx(_components.strong,{children:`Which Connectors are in a warning state?`}),` The assistant reads broker state and renders the response in the panel without using write tools.`]}),`\n`,_jsx(Heading,{level:`2`,id:`built-in-safeguards`,children:`Built-in safeguards`}),`\n`,_jsxs(_components.ul,{children:[`\n`,_jsxs(_components.li,{children:[_jsx(_components.strong,{children:`The HUB target runs as the MCP token’s user`}),` — Every call passes the broker’s own permission check. Writes pause until you approve them. A request that names no mode is treated as Insight.`]}),`\n`,_jsxs(_components.li,{children:[_jsxs(_components.strong,{children:[`A broker agent runs as the person who asked, capped by `,_jsx(_components.code,{children:`DEFAULT_USER`})]}),` — Both must be allowed. A refusal names the user who lacked the right.`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.strong,{children:`Insight mode is read-only`}),` — No deploy, publish, or execute path while Insight is selected.`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.strong,{children:`Stop at any time`}),` — Long runs can be cancelled from the UI so you are never stuck waiting on a runaway answer.`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.strong,{children:`Same deployment path as humans`}),` — Anything the assistant deploys still goes through the broker’s normal validation and permission checks.`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.strong,{children:`A shared web HUB does not call arbitrary hosts`}),`: see `,_jsx(_components.a,{href:`#allowed-hosts-in-a-browser-hub`,children:`Allowed hosts in a browser HUB`}),`.`]}),`\n`]}),`\n`,_jsx(Heading,{level:`3`,id:`allowed-hosts-in-a-browser-hub`,children:`Allowed hosts in a browser HUB`}),`\n`,_jsx(_components.p,{children:`The HUB assistant connects from the HUB server to the broker’s MCP endpoint and, for Ollama or an OpenAI-compatible provider, to the model’s base URL. On a browser or Docker HUB that other people can reach, the assistant stays off until both of these are true:`}),`\n`,_jsxs(_components.ol,{children:[`\n`,_jsxs(_components.li,{children:[_jsx(_components.a,{href:`/hub/account-and-fleet#sign-in`,children:`Coreflux sign-in`}),` is configured on the HUB server, and the user is signed in.`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`HUB_AGENT_ALLOWED_HOSTS`}),` lists the hosts the assistant may reach.`]}),`\n`]}),`\n`,_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Variable`}),_jsx(_components.th,{children:`Role`})]})}),_jsx(_components.tbody,{children:_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`HUB_AGENT_ALLOWED_HOSTS`})}),_jsxs(_components.td,{children:[`Comma-separated list of the broker MCP hosts and Ollama or OpenAI-compatible servers the HUB assistant may connect to. A bare host (`,_jsx(_components.code,{children:`broker.example.com`}),`) matches any port. `,_jsx(_components.code,{children:`host:port`}),` (`,_jsx(_components.code,{children:`10.0.0.5:6278`}),`) matches only that port. Matching is exact and case-insensitive: `,_jsx(_components.code,{children:`evilbroker.example.com`}),` does not match `,_jsx(_components.code,{children:`broker.example.com`})]})]})})]}),`\n`,_jsx(CodeBlock,{filename:``,wrap:`true`,numberOfLines:`1`,language:`shellscript`,children:_jsx(_components.pre,{className:`shiki shiki-themes css-variables css-variables`,style:{backgroundColor:`var(--mint-background)`,\"--shiki-dark-bg\":`var(--mint-background)`,color:`var(--mint-foreground)`,\"--shiki-dark\":`var(--mint-foreground)`},language:`shellscript`,children:_jsxs(_components.code,{language:`shellscript`,numberOfLines:`1`,children:[_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`var(--mint-foreground)`,\"--shiki-dark\":`var(--mint-foreground)`},children:`HUB_AGENT_ALLOWED_HOSTS`}),_jsx(_components.span,{style:{color:`var(--mint-token-keyword, #bd2864)`,\"--shiki-dark\":`var(--mint-token-keyword, #bd2864)`},children:`=`}),_jsx(_components.span,{style:{color:`var(--mint-token-string, #297a3a)`,\"--shiki-dark\":`var(--mint-token-string, #297a3a)`},children:`broker.example.com,10.0.0.5:6278`})]}),`\n`]})})}),`\n`,_jsxs(_components.ul,{children:[`\n`,_jsxs(_components.li,{children:[_jsx(_components.strong,{children:`Unset or empty`}),`: the assistant is off and reports `,_jsx(_components.strong,{children:`HUB_AGENT_ALLOWED_HOSTS names no broker it may reach.`})]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.strong,{children:`Sign-in not configured`}),`: the assistant is off and tells you to use a broker agent or the desktop app.`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.strong,{children:`Not signed in`}),`: `,_jsx(_components.strong,{children:`Sign in with your Coreflux account to use the Hub assistant.`})]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.strong,{children:`Host not listed`}),`: `,_jsxs(_components.strong,{children:[`This Hub may not reach `,_jsx(_components.code,{children:`\u003chost>`}),`. Add it to HUB_AGENT_ALLOWED_HOSTS.`]})]}),`\n`]}),`\n`,_jsx(_components.p,{children:`OpenAI and Anthropic use their fixed API addresses and need no entry. The desktop app listens only on loopback and ignores this variable. Broker agents run on the broker and are not affected.`}),`\n`,_jsx(_components.hr,{}),`\n`,_jsx(Heading,{level:`2`,id:`broker-agents-in-the-hub`,children:`Broker agents in the HUB`}),`\n`,_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`LoT → Agents`}),` (also the dock and the status-bar `,_jsx(_components.strong,{children:`Agents`}),` widget) is where you manage broker agents and watch them work. Add and configure from that window. Saving an existing agent sends `,_jsx(_components.code,{children:`-addAgent`}),` again, which updates it in place and keeps its conversations. Removing an agent cancels its running tasks and forgets its session memory. The activity view is read-only: it follows the task stream, and a question started by `,_jsx(_components.code,{children:`CALL AGENT`}),` shows up as a short preview.`]}),`\n`,_jsx(_components.p,{children:`Connectors Manager lists connectors only. An LLM connector can show how many agents use it. The broker refuses to remove that connector while an agent still names it.`}),`\n`,_jsx(_components.hr,{}),`\n`,_jsx(Heading,{level:`2`,id:`best-practices`,children:`Best practices`}),`\n`,_jsxs(AccordionGroup,{children:[_jsx(Accordion,{title:`Start in Insight when you are learning`,id:`start-in-insight-when-you-are-learning`,children:_jsx(_components.p,{children:`Use Insight to map topics, Connectors, and health first. Switch to Agent only when you are ready for the assistant to create or update broker objects.`})}),_jsx(Accordion,{title:`Always review what was deployed`,id:`always-review-what-was-deployed`,children:_jsxs(_components.p,{children:[`Open new Actions or Connectors in the `,_jsx(_components.strong,{children:`LoT Editor`}),` or `,_jsx(_components.strong,{children:`Connectors`}),` app to read names, triggers, and bindings before you rely on them in production.`]})})]}),`\n`,_jsx(Heading,{level:`2`,id:`next-steps`,children:`Next steps`}),`\n`,_jsxs(CardGroup,{cols:2,children:[_jsx(Card,{title:`LoT Editor`,icon:`pen`,href:`/hub/lot-editor`,children:_jsx(_components.p,{children:`Open and refine Actions, Models, and Rules the assistant creates—same editor, full control.`})}),_jsx(Card,{title:`Connectors overview`,icon:`plug`,href:`/hub/routes/overview`,children:_jsx(_components.p,{children:`Add or monitor Connectors the assistant can read and help you configure next.`})})]})]})}function MDXContent(props={}){const{wrapper:MDXLayout}={..._provideComponents(),...props.components};return MDXLayout?_jsx(MDXLayout,{...props,children:_jsx(_createMdxContent,{...props})}):_createMdxContent(props)}return{default:MDXContent};function _missingMdxReference(id,component){throw new Error(`Expected `+(component?`component`:`object`)+\" `\"+id+\"` to be defined: you likely forgot to import, pass, or provide it.\")}","frontmatter":{},"scope":{"codeStyling":{"theme":{"light":"css-variables","dark":"css-variables"},"languages":{"custom":["/languages/lot.json"]}},"config":{},"pageMetadata":{"title":"AI Assistant","description":"Chat with the built-in Coreflux HUB assistant to get insights from live data, build dashboards, and develop LoT Actions using plain language","keywords":["AI assistant","HUB","insights","agent mode","LLM","DEFINE AGENT","TYPE LLM","copilot","LoT help","assistant"],"href":"/hub/ai-assistant"}}},"mdxSourceWithNoJs":null},"mdxExtracts":{"tableOfContents":[{"title":"Your Broker, Now With a Teammate","slug":"your-broker-now-with-a-teammate","depth":2,"children":[]},{"title":"When to Use the AI Assistant","slug":"when-to-use-the-ai-assistant","depth":2,"children":[]},{"title":"Run Models On-Premise or in the Cloud","slug":"run-models-on-premise-or-in-the-cloud","depth":2,"children":[{"title":"Ollama requirements","slug":"ollama-requirements","depth":3,"children":[]}]},{"title":"Set up the AI Assistant","slug":"set-up-the-ai-assistant","depth":2,"children":[]},{"title":"Manage broker agents","slug":"manage-broker-agents","depth":2,"children":[{"title":"Disable an agent","slug":"disable-an-agent","depth":3,"children":[]},{"title":"Configure an agent","slug":"configure-an-agent","depth":3,"children":[]}]},{"title":"Coming from a TYPE AGENT assistant","slug":"coming-from-a-type-agent-assistant","depth":2,"children":[]},{"title":"Open the AI Assistant","slug":"open-the-ai-assistant","depth":2,"children":[]},{"title":"Agent vs Insight mode","slug":"agent-vs-insight-mode","depth":2,"children":[]},{"title":"What you can do","slug":"what-you-can-do","depth":2,"children":[]},{"title":"Example: Build a KPI with Agent mode","slug":"example-build-a-kpi-with-agent-mode","depth":2,"children":[]},{"title":"Example: Explore safely with Insight mode","slug":"example-explore-safely-with-insight-mode","depth":2,"children":[]},{"title":"Built-in safeguards","slug":"built-in-safeguards","depth":2,"children":[{"title":"Allowed hosts in a browser HUB","slug":"allowed-hosts-in-a-browser-hub","depth":3,"children":[]}]},{"title":"Broker agents in the HUB","slug":"broker-agents-in-the-hub","depth":2,"children":[]},{"title":"Best practices","slug":"best-practices","depth":2,"children":[]},{"title":"Next steps","slug":"next-steps","depth":2,"children":[]}],"codeExamples":{}},"jsLinks":["/_mintlify/custom/coreflux/a521143ded12b642/scripts/mermaid-flow.js"],"dynamicCss":".mint-block {\n display: block\n}\n.mint-hidden {\n display: none\n}\n.dark\\:mint-block:is(.dark *) {\n display: block\n}\n.dark\\:mint-hidden:is(.dark *) {\n display: none\n}","subdomain":"coreflux","siteName":"Coreflux Documentation","title":"AI Assistant - Coreflux Documentation","contextualStarterQuestions":[{"_id":"6ade2c77d1bf89b269cd0c99","deploymentId":"69317161c82f64ea7c1871b0","questionText":"Can I build dashboards with AI?","status":"active","generatedBy":"contextual","path":"hub/ai-assistant","createdAt":"2026-10-25T16:21:11.912Z","updatedAt":"2026-10-25T16:21:11.912Z","__v":0},{"_id":"6ade2c77d1bf89b269cd0c9a","deploymentId":"69317161c82f64ea7c1871b0","questionText":"What can the AI Assistant create?","status":"active","generatedBy":"contextual","path":"hub/ai-assistant","createdAt":"2026-10-25T16:21:11.912Z","updatedAt":"2026-10-25T16:21:11.912Z","__v":0},{"_id":"6ade2c77d1bf89b269cd0c98","deploymentId":"69317161c82f64ea7c1871b0","questionText":"How do I ask the AI Assistant?","status":"active","generatedBy":"contextual","path":"hub/ai-assistant","createdAt":"2026-10-25T16:21:11.912Z","updatedAt":"2026-10-25T16:21:11.912Z","__v":0}],"navMaps":{"firstHrefInVersion":{"v2.22":{"href":"/hub/ai-assistant","matchLevel":0},"v2.14":{"href":"/hub/ai-assistant","matchLevel":0},"v2.2":{"href":"/v2.2","matchLevel":3},"v2.1":{"href":"/v2.1","matchLevel":3},"v2.0":{"href":"/v2.0","matchLevel":3},"v1.10":{"href":"/v1.10","matchLevel":3}},"firstHrefInLanguage":{}},"lastModified":"2026-10-25T16:20:24.441Z","gitLastModified":"2026-10-25T16:19:35.000Z","originalFileLocation":"hub/ai-assistant.md"},"headHtml":"\u003cscript data-mint-head>(function(){var d=document.documentElement,p=null;if(!p){try{p=localStorage.getItem(\"isDarkMode\")}catch(e){}if(p==='true')p='dark';else if(p==='false')p='light';if(p!=='light'\u0026\u0026p!=='dark'\u0026\u0026p!=='system')p=\"dark\"}var r=p==='system'?(matchMedia(\"(prefers-color-scheme: dark)\").matches?'dark':'light'):p;d.classList.remove(r==='dark'?'light':'dark');d.classList.add(r);d.setAttribute(\"data-theme-preference\",p)})();\u003c/script>\u003cmeta data-mint-head name=\"description\" content=\"Chat with the built-in Coreflux HUB assistant to get insights from live data, build dashboards, and develop LoT Actions using plain language\">\u003cmeta data-mint-head name=\"application-name\" content=\"Coreflux Documentation\">\u003cmeta data-mint-head name=\"generator\" content=\"Mintlify\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"192x192\" href=\"/mintlify-assets/_mintlify/favicons/coreflux/ZsajMlQvPJiYnJ5s/_generated/favicon/android-chrome-192x192.png\" media=\"(prefers-color-scheme: light)\">\u003clink data-mint-head rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"180x180\" href=\"/mintlify-assets/_mintlify/favicons/coreflux/ZsajMlQvPJiYnJ5s/_generated/favicon/apple-touch-icon.png\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"16x16\" href=\"/mintlify-assets/_mintlify/favicons/coreflux/ZsajMlQvPJiYnJ5s/_generated/favicon/favicon-16x16.png\" media=\"(prefers-color-scheme: light)\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"/mintlify-assets/_mintlify/favicons/coreflux/ZsajMlQvPJiYnJ5s/_generated/favicon/favicon-32x32.png\" media=\"(prefers-color-scheme: light)\">\u003clink data-mint-head rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/mintlify-assets/_mintlify/favicons/coreflux/ZsajMlQvPJiYnJ5s/_generated/favicon/favicon.ico\" media=\"(prefers-color-scheme: light)\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"192x192\" href=\"/mintlify-assets/_mintlify/favicons/coreflux/ZsajMlQvPJiYnJ5s/_generated/favicon-dark/android-chrome-192x192.png\" media=\"(prefers-color-scheme: dark)\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"16x16\" href=\"/mintlify-assets/_mintlify/favicons/coreflux/ZsajMlQvPJiYnJ5s/_generated/favicon-dark/favicon-16x16.png\" media=\"(prefers-color-scheme: dark)\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"/mintlify-assets/_mintlify/favicons/coreflux/ZsajMlQvPJiYnJ5s/_generated/favicon-dark/favicon-32x32.png\" media=\"(prefers-color-scheme: dark)\">\u003clink data-mint-head rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/mintlify-assets/_mintlify/favicons/coreflux/ZsajMlQvPJiYnJ5s/_generated/favicon-dark/favicon.ico\" media=\"(prefers-color-scheme: dark)\">\u003cmeta data-mint-head property=\"og:title\" content=\"AI Assistant - Coreflux Documentation\">\u003cmeta data-mint-head property=\"og:description\" content=\"Chat with the built-in Coreflux HUB assistant to get insights from live data, build dashboards, and develop LoT Actions using plain language\">\u003cmeta data-mint-head property=\"og:site_name\" content=\"Coreflux Documentation\">\u003cmeta data-mint-head property=\"og:url\" content=\"https://docs.coreflux.org/hub/ai-assistant\">\u003cmeta data-mint-head property=\"og:type\" content=\"website\">\u003cmeta data-mint-head property=\"og:image\" content=\"https://coreflux.mintlify.app/_mintlify/api/og/v2?division=Coreflux+HUB\u0026amp;title=AI+Assistant\u0026amp;description=Chat+with+the+built-in+Coreflux+HUB+assistant+to+get+insights+from+live+data%2C+build+dashboards%2C+and+develop+LoT+Actions+using+plain+language\u0026amp;theme=b63f1147494e66c8a7509625\u0026amp;signature=8e9c26aaff812a0352645fbf7b5ac9b82570a0a02e1f557c5891de92371eca40\">\u003cmeta data-mint-head property=\"og:image:width\" content=\"1200\">\u003cmeta data-mint-head property=\"og:image:height\" content=\"630\">\u003cmeta data-mint-head name=\"twitter:card\" content=\"summary_large_image\">\u003cmeta data-mint-head name=\"twitter:title\" content=\"AI Assistant - Coreflux Documentation\">\u003cmeta data-mint-head name=\"twitter:description\" content=\"Chat with the built-in Coreflux HUB assistant to get insights from live data, build dashboards, and develop LoT Actions using plain language\">\u003cmeta data-mint-head name=\"twitter:image\" content=\"https://coreflux.mintlify.app/_mintlify/api/og/v2?division=Coreflux+HUB\u0026amp;title=AI+Assistant\u0026amp;description=Chat+with+the+built-in+Coreflux+HUB+assistant+to+get+insights+from+live+data%2C+build+dashboards%2C+and+develop+LoT+Actions+using+plain+language\u0026amp;theme=b63f1147494e66c8a7509625\u0026amp;signature=8e9c26aaff812a0352645fbf7b5ac9b82570a0a02e1f557c5891de92371eca40\">\u003cmeta data-mint-head name=\"twitter:image:width\" content=\"1200\">\u003cmeta data-mint-head name=\"twitter:image:height\" content=\"630\">\u003cmeta data-mint-head name=\"msapplication-config\" content=\"/mintlify-assets/_mintlify/favicons/coreflux/ZsajMlQvPJiYnJ5s/_generated/favicon/browserconfig.xml\">\u003cmeta data-mint-head name=\"apple-mobile-web-app-title\" content=\"Coreflux Documentation\">\u003cmeta data-mint-head name=\"msapplication-TileColor\" content=\"#eb470b\">\u003clink data-mint-head rel=\"canonical\" href=\"https://docs.coreflux.org/hub/ai-assistant\">\u003clink data-mint-head rel=\"alternate\" type=\"application/xml\" href=\"/sitemap.xml\">\u003clink data-mint-head rel=\"alternate\" type=\"text/markdown\" href=\"/hub/ai-assistant.md\">\u003cscript data-mint-head type=\"application/ld+json\">{\"@context\":\"https://schema.org\",\"@graph\":[{\"@type\":\"Organization\",\"@id\":\"https://docs.coreflux.org/#organization\",\"name\":\"Coreflux Documentation\",\"url\":\"https://docs.coreflux.org\",\"logo\":{\"@type\":\"ImageObject\",\"url\":\"https://mintcdn.com/coreflux/7tBTxEEkDVX4IRGH/images/logo/logo_light_docs_glyph.png?fit=max\u0026auto=format\u0026n=7tBTxEEkDVX4IRGH\u0026q=85\u0026s=56a469c914780a6d8c40a4329c0b0879\"}},{\"@type\":\"WebSite\",\"@id\":\"https://docs.coreflux.org#website\",\"name\":\"Coreflux Documentation\",\"url\":\"https://docs.coreflux.org\",\"publisher\":{\"@id\":\"https://docs.coreflux.org/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https://docs.coreflux.org/hub/ai-assistant#webpage\",\"url\":\"https://docs.coreflux.org/hub/ai-assistant\",\"name\":\"AI Assistant\",\"description\":\"Chat with the built-in Coreflux HUB assistant to get insights from live data, build dashboards, and develop LoT Actions using plain language\",\"dateModified\":\"2026-10-25T16:19:35.000Z\",\"isPartOf\":{\"@id\":\"https://docs.coreflux.org#website\"},\"breadcrumb\":{\"@id\":\"https://docs.coreflux.org/hub/ai-assistant#breadcrumb\"}},{\"@type\":\"BreadcrumbList\",\"@id\":\"https://docs.coreflux.org/hub/ai-assistant#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Coreflux HUB\",\"item\":\"https://docs.coreflux.org/hub/overview\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI Assistant\",\"item\":\"https://docs.coreflux.org/hub/ai-assistant\"}]},{\"@type\":[\"Article\",\"TechArticle\"],\"@id\":\"https://docs.coreflux.org/hub/ai-assistant#article\",\"headline\":\"AI Assistant\",\"name\":\"AI Assistant\",\"description\":\"Chat with the built-in Coreflux HUB assistant to get insights from live data, build dashboards, and develop LoT Actions using plain language\",\"url\":\"https://docs.coreflux.org/hub/ai-assistant\",\"mainEntityOfPage\":{\"@id\":\"https://docs.coreflux.org/hub/ai-assistant#webpage\"},\"dateModified\":\"2026-10-25T16:19:35.000Z\",\"keywords\":\"AI assistant, HUB, insights, agent mode, LLM, DEFINE AGENT, TYPE LLM, copilot, LoT help, assistant\",\"publisher\":{\"@id\":\"https://docs.coreflux.org/#organization\"},\"isPartOf\":{\"@id\":\"https://docs.coreflux.org#website\"}}]}\u003c/script>\u003cscript data-mint-head type=\"application/ld+json\">{\"@context\":\"https://schema.org\",\"@type\":\"WebSite\",\"name\":\"Coreflux Documentation\",\"creator\":{\"@type\":\"Organization\",\"name\":\"Mintlify\",\"url\":\"https://mintlify.com\"}}\u003c/script>","siteName":"Coreflux Documentation","nav":{"global":null,"versions":[{"version":"v2.22","default":true,"tag":"Latest","groups":[{"group":"Quick Start","pages":[{"title":"Welcome to Coreflux","sidebarTitle":"Welcome","icon":"house","mode":"frame","href":"/latest"},{"title":"Installation","icon":"download","href":"/latest/quick-start/installation"},{"title":"Updating Your Coreflux","icon":"rotate","href":"/latest/updating-coreflux"},{"title":"Getting Started","icon":"rocket","href":"/latest/quick-start/getting-started"},{"title":"Using Coreflux HUB","icon":"globe","href":"/latest/quick-start/using-hub"},{"title":"Using LoT Notebooks","sidebarTitle":"Using LoT Notebooks","icon":"code","href":"/latest/quick-start/vscode"},{"title":"Using AI with Coreflux","icon":"wand-magic-sparkles","href":"/latest/quick-start/using-ai"},{"title":"Build Your First Dashboard","icon":"rocket","href":"/latest/quick-start/building-dashboards"},{"title":"Creating Agents in Coreflux","icon":"robot","href":"/latest/quick-start/creating-agents"},{"title":"Best Practices \u0026 Patterns","icon":"book-open","href":"/latest/quick-start/best-practices"}]},{"group":"Coreflux MQTT Broker","pages":[{"title":"MQTT Broker","href":"/latest/mqtt-broker/overview"},{"title":"MQTT Protocol","href":"/latest/mqtt-broker/protocol"},{"title":"High-Availability Clustering","href":"/latest/mqtt-broker/clustering"},{"group":"Configuring the Broker","pages":[{"title":"Broker Configuration","href":"/latest/mqtt-broker/configuration"},{"title":"OIDC and Bearer Authentication","href":"/latest/mqtt-broker/oidc-authentication"},{"title":"MCP Server","href":"/latest/mqtt-broker/mcp-server"},{"title":"MQTT State Durability","href":"/latest/mqtt-broker/durability"},{"title":"Environment Variables \u0026 Secrets","href":"/latest/mqtt-broker/secrets-and-env"},{"title":"Startup Options \u0026 Deployment","href":"/latest/mqtt-broker/startup-options"},{"title":"Licensing and Enrollment","href":"/latest/mqtt-broker/licensing"}]},{"group":"Operating the Broker","pages":[{"title":"Operational Endpoints","href":"/latest/mqtt-broker/operational-endpoints"},{"title":"System ($SYS) Topics","href":"/latest/mqtt-broker/sys-topics"},{"title":"Broker Commands","href":"/latest/mqtt-broker/commands"}]}]},{"group":"LoT Language","pages":[{"title":"Introduction to LoT","href":"/latest/lot-language/introduction"},{"group":"LoT ACTION","pages":[{"title":"ACTION Overview","href":"/latest/lot-language/actions/overview"},{"title":"ACTION Syntax Reference","href":"/latest/lot-language/actions/syntax"},{"title":"ACTION Triggers","href":"/latest/lot-language/actions/events"},{"title":"Callable ACTIONs","href":"/latest/lot-language/actions/callable-actions"},{"title":"ACTION Operations Reference","href":"/latest/lot-language/actions/operations"},{"title":"ACTION Python Integration","href":"/latest/lot-language/actions/python-integration"}]},{"group":"LoT MODEL","pages":[{"title":"MODEL Overview","href":"/latest/lot-language/models/overview"},{"title":"MODEL Syntax and Components","href":"/latest/lot-language/models/schema-definition"},{"title":"MODEL Publishing","href":"/latest/lot-language/models/publish-model"},{"title":"MODEL Inheritance","href":"/latest/lot-language/models/model-inheritance"},{"title":"MODEL Protobuf","href":"/latest/lot-language/models/protobuf"},{"title":"MODEL Examples","href":"/latest/lot-language/models/examples"}]},{"group":"LoT CONNECTOR","pages":[{"title":"Connectors Overview","href":"/latest/lot-language/routes/overview"},{"title":"Store and Forward Configuration","href":"/latest/lot-language/routes/store-and-forward"},{"group":"System Connectors","pages":[{"title":"System Connectors","href":"/latest/lot-language/routes/system-routes"},{"title":"MQTT Bridge Connector","href":"/latest/lot-language/routes/system/mqtt-bridge"},{"title":"Sparkplug B Connector","href":"/latest/lot-language/routes/system/sparkplug-b"},{"title":"Sparkplug Host Connector","href":"/latest/lot-language/routes/system/sparkplug-host"}]},{"group":"Industrial Connectors","pages":[{"title":"Industrial Connectors Overview","href":"/latest/lot-language/routes/industrial/overview"},{"title":"Modbus TCP Client Connector","href":"/latest/lot-language/routes/industrial/modbus-tcp-client"},{"title":"Modbus Serial Client Connector","href":"/latest/lot-language/routes/industrial/modbus-serial-client"},{"title":"Modbus TCP Server Connector","href":"/latest/lot-language/routes/industrial/modbus-tcp-server"},{"title":"Siemens S7 Connector","href":"/latest/lot-language/routes/industrial/siemens-s7"},{"title":"OPC UA Client Connector","href":"/latest/lot-language/routes/industrial/opcua-client"},{"title":"OPC UA Server Connector","href":"/latest/lot-language/routes/industrial/opcua-server"},{"title":"ADS Connector (Beckhoff)","href":"/latest/lot-language/routes/industrial/ads"},{"title":"Allen-Bradley Connector","href":"/latest/lot-language/routes/industrial/allen-bradley"},{"title":"EtherNet/IP Connector","href":"/latest/lot-language/routes/industrial/ethernetip"},{"title":"FINS Connector (Omron)","href":"/latest/lot-language/routes/industrial/fins"},{"title":"BACnet/IP Connector","href":"/latest/lot-language/routes/industrial/bacnet"}]},{"group":"Data Storage Connectors","pages":[{"title":"Data Storage Connectors Overview","href":"/latest/lot-language/routes/data-storage/overview"},{"title":"PostgreSQL Connector","href":"/latest/lot-language/routes/data-storage/postgresql"},{"title":"MySQL Connector","href":"/latest/lot-language/routes/data-storage/mysql"},{"title":"MariaDB Connector","href":"/latest/lot-language/routes/data-storage/mariadb"},{"title":"SQL Server Connector","href":"/latest/lot-language/routes/data-storage/sqlserver"},{"title":"MongoDB Connector","href":"/latest/lot-language/routes/data-storage/mongodb"},{"title":"OpenSearch Connector","href":"/latest/lot-language/routes/data-storage/opensearch"},{"title":"CrateDB Connector","href":"/latest/lot-language/routes/data-storage/cratedb"},{"title":"Snowflake Connector","href":"/latest/lot-language/routes/data-storage/snowflake"},{"title":"File Storage Connector","href":"/latest/lot-language/routes/data-storage/file-storage"}]},{"group":"Streaming Connectors","pages":[{"title":"Kafka Connector","href":"/latest/lot-language/routes/streaming/kafka"},{"title":"gRPC Connector","href":"/latest/lot-language/routes/streaming/grpc"}]},{"group":"Notification Connectors","pages":[{"title":"Email Connector","href":"/latest/lot-language/routes/notifications/email"}]},{"title":"REST API Connectors","href":"/latest/lot-language/routes/rest-api-routes"},{"group":"REST API apps","pages":[{"title":"REST API Apps","href":"/latest/lot-language/routes/rest-api-apps/index"},{"title":"Acumatica Cloud ERP REST API","href":"/latest/lot-language/routes/rest-api-apps/acumatica-cloud-erp"},{"title":"Airtable","href":"/latest/lot-language/routes/rest-api-apps/airtable"},{"title":"Amazon Bedrock Control","href":"/latest/lot-language/routes/rest-api-apps/amazon-bedrock-control"},{"title":"Amazon Bedrock Runtime","href":"/latest/lot-language/routes/rest-api-apps/amazon-bedrock-runtime"},{"title":"Amazon CloudWatch","href":"/latest/lot-language/routes/rest-api-apps/amazon-cloudwatch"},{"title":"Amazon DynamoDB","href":"/latest/lot-language/routes/rest-api-apps/amazon-dynamodb"},{"title":"Amazon S3","href":"/latest/lot-language/routes/rest-api-apps/amazon-s3"},{"title":"Amazon SNS","href":"/latest/lot-language/routes/rest-api-apps/amazon-sns"},{"title":"Anaplan","href":"/latest/lot-language/routes/rest-api-apps/anaplan"},{"title":"Anthropic","href":"/latest/lot-language/routes/rest-api-apps/anthropic"},{"title":"Apache Superset","href":"/latest/lot-language/routes/rest-api-apps/apache-superset"},{"title":"Apprise API","href":"/latest/lot-language/routes/rest-api-apps/apprise-api"},{"title":"Aras Innovator Api","href":"/latest/lot-language/routes/rest-api-apps/aras-innovator-api"},{"title":"Asana","href":"/latest/lot-language/routes/rest-api-apps/asana"},{"title":"Auth0","href":"/latest/lot-language/routes/rest-api-apps/auth0"},{"title":"Autodesk Platform Services Api","href":"/latest/lot-language/routes/rest-api-apps/autodesk-platform-services-api"},{"title":"AVEVA CONNECT data services","href":"/latest/lot-language/routes/rest-api-apps/aveva-connect-data-services"},{"title":"Aveva Mes Api","href":"/latest/lot-language/routes/rest-api-apps/aveva-mes-api"},{"title":"AVEVA PI Web API","href":"/latest/lot-language/routes/rest-api-apps/aveva-pi-web-api"},{"title":"AWS IoT Core","href":"/latest/lot-language/routes/rest-api-apps/aws-iot-core"},{"title":"AWS IoT SiteWise","href":"/latest/lot-language/routes/rest-api-apps/aws-iot-sitewise"},{"title":"Azure Blob Storage and Data Lake Gen2","href":"/latest/lot-language/routes/rest-api-apps/azure-blob-storage-and-data-lake-gen2"},{"title":"Azure Cosmos DB","href":"/latest/lot-language/routes/rest-api-apps/azure-cosmos-db"},{"title":"Azure Data Explorer and Fabric Eventhouse","href":"/latest/lot-language/routes/rest-api-apps/azure-data-explorer-and-fabric-eventhouse"},{"title":"Azure DevOps","href":"/latest/lot-language/routes/rest-api-apps/azure-devops"},{"title":"Azure Digital Twins","href":"/latest/lot-language/routes/rest-api-apps/azure-digital-twins"},{"title":"Azure Event Hubs","href":"/latest/lot-language/routes/rest-api-apps/azure-event-hubs"},{"title":"Azure IoT Hub","href":"/latest/lot-language/routes/rest-api-apps/azure-iot-hub"},{"title":"Azure Monitor","href":"/latest/lot-language/routes/rest-api-apps/azure-monitor"},{"title":"Azure OpenAI and Azure AI Foundry","href":"/latest/lot-language/routes/rest-api-apps/azure-openai-and-azure-ai-foundry"},{"title":"Azure Service Bus","href":"/latest/lot-language/routes/rest-api-apps/azure-service-bus"},{"title":"balena","href":"/latest/lot-language/routes/rest-api-apps/balena"},{"title":"Bar Tender Actions","href":"/latest/lot-language/routes/rest-api-apps/bar-tender-actions"},{"title":"Bar Tender Cloud","href":"/latest/lot-language/routes/rest-api-apps/bar-tender-cloud"},{"title":"Bar Tender Print Portal","href":"/latest/lot-language/routes/rest-api-apps/bar-tender-print-portal"},{"title":"Blynk Device Api","href":"/latest/lot-language/routes/rest-api-apps/blynk-device-api"},{"title":"Blynk Platform Api","href":"/latest/lot-language/routes/rest-api-apps/blynk-platform-api"},{"title":"BMC Helix ITSM","href":"/latest/lot-language/routes/rest-api-apps/bmc-helix-itsm"},{"title":"Box Upload","href":"/latest/lot-language/routes/rest-api-apps/box-upload"},{"title":"Box","href":"/latest/lot-language/routes/rest-api-apps/box"},{"title":"Canary Read","href":"/latest/lot-language/routes/rest-api-apps/canary-read"},{"title":"Canary Write","href":"/latest/lot-language/routes/rest-api-apps/canary-write"},{"title":"ChirpStack v4","href":"/latest/lot-language/routes/rest-api-apps/chirpstack-v4"},{"title":"Clarify (Searis)","href":"/latest/lot-language/routes/rest-api-apps/clarify"},{"title":"ClickHouse","href":"/latest/lot-language/routes/rest-api-apps/clickhouse"},{"title":"Cloud Firestore","href":"/latest/lot-language/routes/rest-api-apps/cloud-firestore"},{"title":"Coupa","href":"/latest/lot-language/routes/rest-api-apps/coupa"},{"title":"Critical Manufacturing MES","href":"/latest/lot-language/routes/rest-api-apps/critical-manufacturing-mes"},{"title":"Cumulocity","href":"/latest/lot-language/routes/rest-api-apps/cumulocity"},{"title":"Databricks","href":"/latest/lot-language/routes/rest-api-apps/databricks"},{"title":"Datacake","href":"/latest/lot-language/routes/rest-api-apps/datacake"},{"title":"Datadog","href":"/latest/lot-language/routes/rest-api-apps/datadog"},{"title":"DELMIA Apriso (Dassault Systèmes)","href":"/latest/lot-language/routes/rest-api-apps/delmia-apriso"},{"title":"Dhl Api","href":"/latest/lot-language/routes/rest-api-apps/dhl-api"},{"title":"Dhl Location Finder","href":"/latest/lot-language/routes/rest-api-apps/dhl-location-finder"},{"title":"Dhl Parcel De","href":"/latest/lot-language/routes/rest-api-apps/dhl-parcel-de"},{"title":"Discord","href":"/latest/lot-language/routes/rest-api-apps/discord"},{"title":"Docker Hub","href":"/latest/lot-language/routes/rest-api-apps/docker-hub"},{"title":"Docu Sign ESignature","href":"/latest/lot-language/routes/rest-api-apps/docu-sign-esignature"},{"title":"Docu Sign OAuth","href":"/latest/lot-language/routes/rest-api-apps/docu-sign-oauth"},{"title":"Domo","href":"/latest/lot-language/routes/rest-api-apps/domo"},{"title":"Dropbox Content","href":"/latest/lot-language/routes/rest-api-apps/dropbox-content"},{"title":"Dropbox Notify","href":"/latest/lot-language/routes/rest-api-apps/dropbox-notify"},{"title":"Dropbox","href":"/latest/lot-language/routes/rest-api-apps/dropbox"},{"title":"Dynamics 365 Field Service and Connected Field Service","href":"/latest/lot-language/routes/rest-api-apps/dynamics-365-field-service-and-connected-field-service"},{"title":"Dynamics 365 Business Central","href":"/latest/lot-language/routes/rest-api-apps/dynamics365-bc"},{"title":"Microsoft Dynamics 365 Finance and Supply Chain","href":"/latest/lot-language/routes/rest-api-apps/dynamics365-fscm"},{"title":"Dynamics 365 Dataverse Web API","href":"/latest/lot-language/routes/rest-api-apps/dynamics365"},{"title":"Dynatrace","href":"/latest/lot-language/routes/rest-api-apps/dynatrace"},{"title":"EasyPost","href":"/latest/lot-language/routes/rest-api-apps/easypost"},{"title":"Eclipse Ditto (digital twins)","href":"/latest/lot-language/routes/rest-api-apps/eclipse-ditto"},{"title":"Eclipse hawkBit (OTA)","href":"/latest/lot-language/routes/rest-api-apps/eclipse-hawkbit"},{"title":"Elasticsearch and Elastic Cloud","href":"/latest/lot-language/routes/rest-api-apps/elasticsearch-and-elastic-cloud"},{"title":"Electricity Maps","href":"/latest/lot-language/routes/rest-api-apps/electricity-maps"},{"title":"Enphase Enlighten API v4","href":"/latest/lot-language/routes/rest-api-apps/enphase-enlighten-api-v4"},{"title":"Enphase","href":"/latest/lot-language/routes/rest-api-apps/enphase"},{"title":"ENTSO-E Transparency Platform REST API","href":"/latest/lot-language/routes/rest-api-apps/entso-e-transparency-platform"},{"title":"Epicor Kinetic REST API","href":"/latest/lot-language/routes/rest-api-apps/epicor-kinetic"},{"title":"ERedes Open Data","href":"/latest/lot-language/routes/rest-api-apps/eredes-open-data"},{"title":"Excel Online","href":"/latest/lot-language/routes/rest-api-apps/excel-online"},{"title":"Fed Ex Api","href":"/latest/lot-language/routes/rest-api-apps/fed-ex-api"},{"title":"Fed Ex Auth","href":"/latest/lot-language/routes/rest-api-apps/fed-ex-auth"},{"title":"Fed Ex Docs","href":"/latest/lot-language/routes/rest-api-apps/fed-ex-docs"},{"title":"Firebase Cloud Messaging (HTTP v1)","href":"/latest/lot-language/routes/rest-api-apps/firebase-cloud-messaging"},{"title":"Firebase Realtime Database and Cloud Firestore","href":"/latest/lot-language/routes/rest-api-apps/firebase-realtime-database-and-cloud-firestore"},{"title":"Firebase Realtime Database","href":"/latest/lot-language/routes/rest-api-apps/firebase-realtime-database"},{"title":"Flow Fuse Api","href":"/latest/lot-language/routes/rest-api-apps/flow-fuse-api"},{"title":"Fracttal One Api","href":"/latest/lot-language/routes/rest-api-apps/fracttal-one-api"},{"title":"Freshdesk and Freshservice REST API","href":"/latest/lot-language/routes/rest-api-apps/freshdesk-and-freshservice"},{"title":"Fronius Solar API (local)","href":"/latest/lot-language/routes/rest-api-apps/fronius-solar-api"},{"title":"GE Vernova Proficy Historian","href":"/latest/lot-language/routes/rest-api-apps/ge-vernova-proficy-historian"},{"title":"Gemini Api","href":"/latest/lot-language/routes/rest-api-apps/gemini-api"},{"title":"Geotab (MyGeotab API) REST API","href":"/latest/lot-language/routes/rest-api-apps/geotab"},{"title":"GitHub REST API","href":"/latest/lot-language/routes/rest-api-apps/github"},{"title":"GitLab","href":"/latest/lot-language/routes/rest-api-apps/gitlab"},{"title":"Golioth","href":"/latest/lot-language/routes/rest-api-apps/golioth"},{"title":"Google Address Validation","href":"/latest/lot-language/routes/rest-api-apps/google-address-validation"},{"title":"Google Air Quality","href":"/latest/lot-language/routes/rest-api-apps/google-air-quality"},{"title":"Google BigQuery","href":"/latest/lot-language/routes/rest-api-apps/google-bigquery"},{"title":"Google Cloud Pub/Sub","href":"/latest/lot-language/routes/rest-api-apps/google-cloud-pub-sub"},{"title":"Google Cloud Storage","href":"/latest/lot-language/routes/rest-api-apps/google-cloud-storage"},{"title":"Google Drive","href":"/latest/lot-language/routes/rest-api-apps/google-drive"},{"title":"Google Geolocation","href":"/latest/lot-language/routes/rest-api-apps/google-geolocation"},{"title":"Google Maps Web Services","href":"/latest/lot-language/routes/rest-api-apps/google-maps-web-services"},{"title":"Google Places","href":"/latest/lot-language/routes/rest-api-apps/google-places"},{"title":"Google Roads","href":"/latest/lot-language/routes/rest-api-apps/google-roads"},{"title":"Google Routes","href":"/latest/lot-language/routes/rest-api-apps/google-routes"},{"title":"Google Sheets","href":"/latest/lot-language/routes/rest-api-apps/google-sheets"},{"title":"Google Weather","href":"/latest/lot-language/routes/rest-api-apps/google-weather"},{"title":"Grafana Loki","href":"/latest/lot-language/routes/rest-api-apps/grafana-loki"},{"title":"Grafana","href":"/latest/lot-language/routes/rest-api-apps/grafana"},{"title":"Help Scout","href":"/latest/lot-language/routes/rest-api-apps/help-scout"},{"title":"Here Browse","href":"/latest/lot-language/routes/rest-api-apps/here-browse"},{"title":"Here Discover","href":"/latest/lot-language/routes/rest-api-apps/here-discover"},{"title":"Here Geocode","href":"/latest/lot-language/routes/rest-api-apps/here-geocode"},{"title":"HERE Geocoding","href":"/latest/lot-language/routes/rest-api-apps/here-geocoding"},{"title":"Here Isoline","href":"/latest/lot-language/routes/rest-api-apps/here-isoline"},{"title":"Here Lookup","href":"/latest/lot-language/routes/rest-api-apps/here-lookup"},{"title":"Here Matrix","href":"/latest/lot-language/routes/rest-api-apps/here-matrix"},{"title":"Here Multi Reverse Geocode","href":"/latest/lot-language/routes/rest-api-apps/here-multi-reverse-geocode"},{"title":"Here Reverse Geocode","href":"/latest/lot-language/routes/rest-api-apps/here-reverse-geocode"},{"title":"Here Route Matching","href":"/latest/lot-language/routes/rest-api-apps/here-route-matching"},{"title":"Here Routing","href":"/latest/lot-language/routes/rest-api-apps/here-routing"},{"title":"Here Tour Planning","href":"/latest/lot-language/routes/rest-api-apps/here-tour-planning"},{"title":"Here Traffic","href":"/latest/lot-language/routes/rest-api-apps/here-traffic"},{"title":"Here Waypoints Sequence","href":"/latest/lot-language/routes/rest-api-apps/here-waypoints-sequence"},{"title":"High Byte Config","href":"/latest/lot-language/routes/rest-api-apps/high-byte-config"},{"title":"High Byte Data","href":"/latest/lot-language/routes/rest-api-apps/high-byte-data"},{"title":"Home Assistant","href":"/latest/lot-language/routes/rest-api-apps/home-assistant"},{"title":"HTTPBin REST API","href":"/latest/lot-language/routes/rest-api-apps/httpbin"},{"title":"HubSpot CRM API","href":"/latest/lot-language/routes/rest-api-apps/hubspot"},{"title":"Hugging Face Dedicated Endpoint","href":"/latest/lot-language/routes/rest-api-apps/hugging-face-dedicated-endpoint"},{"title":"Hugging Face Hub","href":"/latest/lot-language/routes/rest-api-apps/hugging-face-hub"},{"title":"Hugging Face Inference Endpoints","href":"/latest/lot-language/routes/rest-api-apps/hugging-face-inference-endpoints"},{"title":"Hugging Face Inference Providers","href":"/latest/lot-language/routes/rest-api-apps/hugging-face-inference-providers"},{"title":"HxGN EAM (Hexagon, formerly Infor EAM)","href":"/latest/lot-language/routes/rest-api-apps/hxgn-eam"},{"title":"IBM Maximo Manage","href":"/latest/lot-language/routes/rest-api-apps/ibm-maximo-manage"},{"title":"IFS Cloud REST API","href":"/latest/lot-language/routes/rest-api-apps/ifs-cloud"},{"title":"Ignition (Inductive Automation)","href":"/latest/lot-language/routes/rest-api-apps/ignition"},{"title":"InfluxDB","href":"/latest/lot-language/routes/rest-api-apps/influxdb"},{"title":"Infor CloudSuite via ION API Gateway REST API","href":"/latest/lot-language/routes/rest-api-apps/infor-cloudsuite-via-ion-api-gateway"},{"title":"Intercom","href":"/latest/lot-language/routes/rest-api-apps/intercom"},{"title":"Jira Cloud (Software)","href":"/latest/lot-language/routes/rest-api-apps/jira-cloud"},{"title":"Jira Service Management","href":"/latest/lot-language/routes/rest-api-apps/jira-service-management"},{"title":"JSONPlaceholder REST API","href":"/latest/lot-language/routes/rest-api-apps/jsonplaceholder"},{"title":"Kepware Config","href":"/latest/lot-language/routes/rest-api-apps/kepware-config"},{"title":"Kepware Iot Gateway","href":"/latest/lot-language/routes/rest-api-apps/kepware-iot-gateway"},{"title":"Limble CMMS","href":"/latest/lot-language/routes/rest-api-apps/limble-cmms"},{"title":"Litmus Edge","href":"/latest/lot-language/routes/rest-api-apps/litmus-edge"},{"title":"Looker","href":"/latest/lot-language/routes/rest-api-apps/looker"},{"title":"Losant","href":"/latest/lot-language/routes/rest-api-apps/losant"},{"title":"MachineMetrics","href":"/latest/lot-language/routes/rest-api-apps/machinemetrics"},{"title":"Mailgun","href":"/latest/lot-language/routes/rest-api-apps/mailgun"},{"title":"MaintainX","href":"/latest/lot-language/routes/rest-api-apps/maintainx"},{"title":"Mapbox","href":"/latest/lot-language/routes/rest-api-apps/mapbox"},{"title":"Mattermost","href":"/latest/lot-language/routes/rest-api-apps/mattermost"},{"title":"Memfault","href":"/latest/lot-language/routes/rest-api-apps/memfault"},{"title":"Mender","href":"/latest/lot-language/routes/rest-api-apps/mender"},{"title":"Metabase","href":"/latest/lot-language/routes/rest-api-apps/metabase"},{"title":"Microsoft Power BI","href":"/latest/lot-language/routes/rest-api-apps/microsoft-power-bi"},{"title":"Microsoft Teams","href":"/latest/lot-language/routes/rest-api-apps/microsoft-teams"},{"title":"MinIO","href":"/latest/lot-language/routes/rest-api-apps/minio"},{"title":"Mistral AI","href":"/latest/lot-language/routes/rest-api-apps/mistral-ai"},{"title":"monday.com","href":"/latest/lot-language/routes/rest-api-apps/monday-com"},{"title":"My Dhl Express","href":"/latest/lot-language/routes/rest-api-apps/my-dhl-express"},{"title":"N3uron","href":"/latest/lot-language/routes/rest-api-apps/n3uron"},{"title":"Oracle NetSuite (SuiteTalk REST)","href":"/latest/lot-language/routes/rest-api-apps/netsuite"},{"title":"New Relic","href":"/latest/lot-language/routes/rest-api-apps/new-relic"},{"title":"Nextcloud","href":"/latest/lot-language/routes/rest-api-apps/nextcloud"},{"title":"Node Red Admin","href":"/latest/lot-language/routes/rest-api-apps/node-red-admin"},{"title":"Node Red Http In","href":"/latest/lot-language/routes/rest-api-apps/node-red-http-in"},{"title":"Notion","href":"/latest/lot-language/routes/rest-api-apps/notion"},{"title":"ntfy","href":"/latest/lot-language/routes/rest-api-apps/ntfy"},{"title":"OCPI 2.2.1 (EV charging roaming)","href":"/latest/lot-language/routes/rest-api-apps/ocpi-2-2-1"},{"title":"Odoo","href":"/latest/lot-language/routes/rest-api-apps/odoo"},{"title":"Okta","href":"/latest/lot-language/routes/rest-api-apps/okta"},{"title":"Ollama (local models)","href":"/latest/lot-language/routes/rest-api-apps/ollama"},{"title":"Open-Meteo REST API","href":"/latest/lot-language/routes/rest-api-apps/open-meteo"},{"title":"OpenADR 3.0 (demand response)","href":"/latest/lot-language/routes/rest-api-apps/openadr-3-0"},{"title":"OpenAI","href":"/latest/lot-language/routes/rest-api-apps/openai"},{"title":"OpenAQ","href":"/latest/lot-language/routes/rest-api-apps/openaq"},{"title":"OpenEI","href":"/latest/lot-language/routes/rest-api-apps/openei"},{"title":"OpenWeatherMap REST API","href":"/latest/lot-language/routes/rest-api-apps/openweathermap"},{"title":"Opsgenie","href":"/latest/lot-language/routes/rest-api-apps/opsgenie"},{"title":"Oracle E-Business Suite (Integrated SOA Gateway)","href":"/latest/lot-language/routes/rest-api-apps/oracle-e-business-suite"},{"title":"Oracle Fusion Cloud ERP and SCM","href":"/latest/lot-language/routes/rest-api-apps/oracle-fusion-erp"},{"title":"Oracle JD Edwards EnterpriseOne","href":"/latest/lot-language/routes/rest-api-apps/oracle-jd-edwards"},{"title":"Osm Nominatim","href":"/latest/lot-language/routes/rest-api-apps/osm-nominatim"},{"title":"Osm Osrm","href":"/latest/lot-language/routes/rest-api-apps/osm-osrm"},{"title":"PagerDuty","href":"/latest/lot-language/routes/rest-api-apps/pagerduty"},{"title":"Particle","href":"/latest/lot-language/routes/rest-api-apps/particle"},{"title":"Pipedrive","href":"/latest/lot-language/routes/rest-api-apps/pipedrive"},{"title":"Postman Echo REST API","href":"/latest/lot-language/routes/rest-api-apps/postman-echo"},{"title":"Project Haystack","href":"/latest/lot-language/routes/rest-api-apps/project-haystack"},{"title":"Prometheus, Alertmanager and Pushgateway","href":"/latest/lot-language/routes/rest-api-apps/prometheus-alertmanager-and-pushgateway"},{"title":"PTC Windchill (Windchill REST Services)","href":"/latest/lot-language/routes/rest-api-apps/ptc-windchill"},{"title":"PurpleAir","href":"/latest/lot-language/routes/rest-api-apps/purpleair"},{"title":"Pushover","href":"/latest/lot-language/routes/rest-api-apps/pushover"},{"title":"QAD Adaptive ERP","href":"/latest/lot-language/routes/rest-api-apps/qad-adaptive-erp"},{"title":"QAD Redzone","href":"/latest/lot-language/routes/rest-api-apps/qad-redzone"},{"title":"Qlik Cloud","href":"/latest/lot-language/routes/rest-api-apps/qlik-cloud"},{"title":"QuestDB","href":"/latest/lot-language/routes/rest-api-apps/questdb"},{"title":"QuickBooks Online","href":"/latest/lot-language/routes/rest-api-apps/quickbooks-online"},{"title":"Ren Data Hub","href":"/latest/lot-language/routes/rest-api-apps/ren-data-hub"},{"title":"Rhize Api","href":"/latest/lot-language/routes/rest-api-apps/rhize-api"},{"title":"Rockwell Plex Smart Manufacturing Platform","href":"/latest/lot-language/routes/rest-api-apps/rockwell-plex-smart-manufacturing-platform"},{"title":"Salesforce","href":"/latest/lot-language/routes/rest-api-apps/salesforce"},{"title":"Samsara REST API","href":"/latest/lot-language/routes/rest-api-apps/samsara"},{"title":"Sap Ariba Open Api","href":"/latest/lot-language/routes/rest-api-apps/sap-ariba-open-api"},{"title":"SAP Business One Service Layer","href":"/latest/lot-language/routes/rest-api-apps/sap-b1"},{"title":"SAP Digital Manufacturing","href":"/latest/lot-language/routes/rest-api-apps/sap-digital-manufacturing"},{"title":"SAP Field Service Management","href":"/latest/lot-language/routes/rest-api-apps/sap-field-service-management"},{"title":"SAP S/4HANA Cloud","href":"/latest/lot-language/routes/rest-api-apps/sap-s4hana-cloud"},{"title":"SAP S/4HANA on-premise / ECC (Gateway)","href":"/latest/lot-language/routes/rest-api-apps/sap-s4hana-onprem"},{"title":"SAP SuccessFactors","href":"/latest/lot-language/routes/rest-api-apps/sap-successfactors"},{"title":"Seeq","href":"/latest/lot-language/routes/rest-api-apps/seeq"},{"title":"SendGrid","href":"/latest/lot-language/routes/rest-api-apps/sendgrid"},{"title":"Sentry","href":"/latest/lot-language/routes/rest-api-apps/sentry"},{"title":"Sepasoft MES for Ignition","href":"/latest/lot-language/routes/rest-api-apps/sepasoft-mes-for-ignition"},{"title":"Service Titan Api","href":"/latest/lot-language/routes/rest-api-apps/service-titan-api"},{"title":"ServiceMax (PTC)","href":"/latest/lot-language/routes/rest-api-apps/servicemax"},{"title":"ServiceNow","href":"/latest/lot-language/routes/rest-api-apps/servicenow"},{"title":"SharePoint and OneDrive (Microsoft Graph)","href":"/latest/lot-language/routes/rest-api-apps/sharepoint-and-onedrive"},{"title":"Shelly Cloud Control","href":"/latest/lot-language/routes/rest-api-apps/shelly-cloud-control"},{"title":"Shelly Gen2 Rpc","href":"/latest/lot-language/routes/rest-api-apps/shelly-gen2-rpc"},{"title":"Shopify","href":"/latest/lot-language/routes/rest-api-apps/shopify"},{"title":"Siemens Industrial Edge Management","href":"/latest/lot-language/routes/rest-api-apps/siemens-industrial-edge-management"},{"title":"Siemens Insights Hub","href":"/latest/lot-language/routes/rest-api-apps/siemens-insights-hub"},{"title":"Siemens Opcenter Execution","href":"/latest/lot-language/routes/rest-api-apps/siemens-opcenter-execution"},{"title":"Siemens Teamcenter","href":"/latest/lot-language/routes/rest-api-apps/siemens-teamcenter"},{"title":"Siemens WinCC Unified (GraphQL server)","href":"/latest/lot-language/routes/rest-api-apps/siemens-wincc-unified"},{"title":"Sight Machine","href":"/latest/lot-language/routes/rest-api-apps/sight-machine"},{"title":"Slack REST API","href":"/latest/lot-language/routes/rest-api-apps/slack"},{"title":"Smartsheet","href":"/latest/lot-language/routes/rest-api-apps/smartsheet"},{"title":"Snowflake SQL API","href":"/latest/lot-language/routes/rest-api-apps/snowflake-sql-api"},{"title":"SolarEdge Monitoring API","href":"/latest/lot-language/routes/rest-api-apps/solaredge-monitoring-api"},{"title":"SolarEdge","href":"/latest/lot-language/routes/rest-api-apps/solaredge"},{"title":"Soracom","href":"/latest/lot-language/routes/rest-api-apps/soracom"},{"title":"Splunk Enterprise and Cloud","href":"/latest/lot-language/routes/rest-api-apps/splunk-enterprise-and-cloud"},{"title":"Stripe REST API","href":"/latest/lot-language/routes/rest-api-apps/stripe"},{"title":"SugarCRM","href":"/latest/lot-language/routes/rest-api-apps/sugarcrm"},{"title":"Supabase","href":"/latest/lot-language/routes/rest-api-apps/supabase"},{"title":"Tableau (Server and Cloud)","href":"/latest/lot-language/routes/rest-api-apps/tableau"},{"title":"TDengine","href":"/latest/lot-language/routes/rest-api-apps/tdengine"},{"title":"Telegram Bot API","href":"/latest/lot-language/routes/rest-api-apps/telegram-bot-api"},{"title":"Teltonika RMS","href":"/latest/lot-language/routes/rest-api-apps/teltonika-rms"},{"title":"The Things Stack","href":"/latest/lot-language/routes/rest-api-apps/the-things-stack"},{"title":"ThingsBoard","href":"/latest/lot-language/routes/rest-api-apps/thingsboard"},{"title":"Traccar (open-source GPS server) REST API","href":"/latest/lot-language/routes/rest-api-apps/traccar"},{"title":"Trackunit Iris","href":"/latest/lot-language/routes/rest-api-apps/trackunit-iris"},{"title":"Trello","href":"/latest/lot-language/routes/rest-api-apps/trello"},{"title":"Tulip","href":"/latest/lot-language/routes/rest-api-apps/tulip"},{"title":"Twilio (SMS, Voice, WhatsApp)","href":"/latest/lot-language/routes/rest-api-apps/twilio"},{"title":"Ubidots","href":"/latest/lot-language/routes/rest-api-apps/ubidots"},{"title":"UpKeep","href":"/latest/lot-language/routes/rest-api-apps/upkeep"},{"title":"Ups Api","href":"/latest/lot-language/routes/rest-api-apps/ups-api"},{"title":"Veeva Vault Api","href":"/latest/lot-language/routes/rest-api-apps/veeva-vault-api"},{"title":"Vertex Ai","href":"/latest/lot-language/routes/rest-api-apps/vertex-ai"},{"title":"Victron VRM API","href":"/latest/lot-language/routes/rest-api-apps/victron-vrm-api"},{"title":"WattTime","href":"/latest/lot-language/routes/rest-api-apps/watttime"},{"title":"Webfleet (Bridgestone)","href":"/latest/lot-language/routes/rest-api-apps/webfleet"},{"title":"WhatsApp Business Platform (Meta Cloud API)","href":"/latest/lot-language/routes/rest-api-apps/whatsapp-business-platform"},{"title":"Workday","href":"/latest/lot-language/routes/rest-api-apps/workday"},{"title":"Xero","href":"/latest/lot-language/routes/rest-api-apps/xero"},{"title":"Zabbix","href":"/latest/lot-language/routes/rest-api-apps/zabbix"},{"title":"Zendesk Support","href":"/latest/lot-language/routes/rest-api-apps/zendesk-support"},{"title":"Zoho CRM REST API","href":"/latest/lot-language/routes/rest-api-apps/zoho-crm"}]},{"title":"MCP Connectors","href":"/latest/lot-language/routes/mcp-routes"},{"title":"AI Connectors and Agents","href":"/latest/lot-language/routes/ai-routes"},{"group":"Media Connectors","pages":[{"title":"Media Connectors","href":"/latest/lot-language/routes/media/overview"},{"title":"Barcode Connector","href":"/latest/lot-language/routes/media/barcode"},{"title":"Video Input Connector","href":"/latest/lot-language/routes/media/video-input"},{"title":"Audio Input Connector","href":"/latest/lot-language/routes/media/audio-input"}]},{"title":"Connector Examples","href":"/latest/lot-language/routes/examples"}]},{"group":"LoT AGENT","pages":[{"title":"Agents Overview","href":"/latest/lot-language/agents/overview"},{"title":"Agent Syntax","href":"/latest/lot-language/agents/syntax"},{"title":"Agent Examples","href":"/latest/lot-language/agents/examples"}]},{"group":"LoT THING","pages":[{"title":"Things Overview","href":"/latest/lot-language/things/overview"},{"title":"Thing Syntax","href":"/latest/lot-language/things/syntax"},{"title":"Thing Examples","href":"/latest/lot-language/things/examples"}]},{"group":"LoT RULE","pages":[{"title":"RULE Overview","href":"/latest/lot-language/rules/overview"},{"title":"RULE Syntax","href":"/latest/lot-language/rules/syntax"},{"title":"RBAC with LoT Rules","href":"/latest/lot-language/rules/rbac"}]},{"group":"LoT PANEL","pages":[{"title":"Defining a Panel","href":"/latest/lot-language/panels/defining-panels"},{"title":"Data Binding","href":"/latest/lot-language/panels/data-binding"},{"title":"Actions \u0026 Events","href":"/latest/lot-language/panels/actions-events"}]},{"group":"Best Practices and Usage Patterns","pages":[{"title":"Naming conventions","href":"/latest/lot-language/usage-patterns/naming-conventions"},{"title":"Designing your data layer","href":"/latest/lot-language/usage-patterns/data-layer"},{"title":"Working with JSON","href":"/latest/lot-language/usage-patterns/working-with-json"},{"title":"Writing reusable logic","href":"/latest/lot-language/usage-patterns/reusable-logic"},{"title":"Alarms and monitoring","href":"/latest/lot-language/usage-patterns/alarms-and-monitoring"},{"title":"Connecting to the outside world","href":"/latest/lot-language/usage-patterns/integrations"},{"title":"Production architecture","href":"/latest/lot-language/usage-patterns/production-architecture"},{"title":"Project organization","href":"/latest/lot-language/usage-patterns/project-organization"},{"title":"Anti-patterns","href":"/latest/lot-language/usage-patterns/anti-patterns"}]}]},{"group":"Coreflux HUB","tag":"2.12","pages":[{"title":"Coreflux HUB Overview","href":"/hub/overview"},{"title":"Connections Manager","href":"/hub/connections"},{"title":"Account, Fleet, and Cloud Mode","description":"Sign in to Coreflux HUB with an organization account, open brokers from the fleet, and see how Cloud mode differs from a HUB you run yourself","href":"/hub/account-and-fleet"},{"title":"AI Assistant","href":"/hub/ai-assistant"},{"group":"Viewing MQTT Data","pages":[{"title":"MQTT Overview","description":"Browse topics, publish messages, and see who's connected — all from your Coreflux HUB","href":"/hub/mqtt/overview"},{"title":"Data Viewer","href":"/hub/mqtt/data-viewer"},{"title":"UNS Viewer","href":"/hub/mqtt/uns-viewer"},{"title":"Connected Clients","href":"/hub/mqtt/connected-clients"}]},{"title":"LoT Editor","href":"/hub/lot-editor"},{"title":"LoT Flow","href":"/hub/lot-flow"},{"title":"Cluster Viewer","href":"/hub/cluster-viewer"},{"group":"Dashboards","pages":[{"title":"Dashboards in the HUB","href":"/hub/dashboards/overview"},{"title":"Dashboard Manager","href":"/hub/dashboards/manager"},{"group":"Component Reference","pages":[{"title":"Display Components","href":"/hub/dashboards/components/display"},{"title":"Input \u0026 Control Components","href":"/hub/dashboards/components/inputs"},{"title":"Container Components","href":"/hub/dashboards/components/containers"}]},{"title":"Common Patterns","href":"/hub/dashboards/patterns"}]},{"group":"Managing Connectors","pages":[{"title":"Connectors Overview","href":"/hub/routes/overview"},{"title":"Connector Configuration","href":"/hub/routes/configuration"},{"title":"Connectors Monitoring","href":"/hub/routes/monitoring"}]},{"group":"Administering the Broker","pages":[{"title":"System Overview","href":"/hub/system/overview"},{"title":"System Configuration","href":"/hub/system/configuration"},{"title":"Certificates","href":"/hub/system/certificates"},{"title":"User Management","href":"/hub/system/user-management"},{"title":"Command Console","href":"/hub/system/command-console"},{"title":"Broker Logs","href":"/hub/system/broker-logs"}]}]},{"group":"VS Code - LoT Notebooks","tag":"1.0","pages":[{"title":"How to Use a LoT Notebook","href":"/lot-notebooks/usage"},{"title":"How to Debug in LoT Notebooks","href":"/lot-notebooks/debug"},{"title":"Tutorials","href":"/lot-notebooks/tutorials"},{"title":"File Format","href":"/lot-notebooks/file-format"}]},{"group":"Coreflux Portal","pages":[{"title":"Coreflux Portal","href":"/portal/overview"},{"title":"Getting Started with the Portal","href":"/portal/getting-started"},{"title":"Fleet","href":"/portal/fleet"},{"title":"Licensing","href":"/portal/licensing"},{"title":"Team and Settings","href":"/portal/team-and-settings"}]},{"group":"Using AI with Coreflux","pages":[{"title":"Model Context Protocol (MCP)","href":"/ai/mcp"},{"title":"Coreflux Agent Skills","href":"/ai/agent-skills"},{"title":"Developing with LoT Using AI","href":"/ai/developing-with-lot"},{"title":"AI-Assisted Development Best Practices","href":"/ai/best-practices"}]},{"group":"Product Updates","pages":[{"title":"Release Notes","href":"/product-updates/release-notes"}]}]},{"version":"v2.14","default":false,"groups":[{"group":"Quick Start","pages":[{"title":"Welcome","icon":"house","href":"/v2.14"},{"title":"Installation","icon":"download","href":"/v2.14/quick-start/installation"},{"title":"Updating Your Coreflux","icon":"rotate","href":"/v2.14/updating-coreflux"},{"title":"Getting Started","icon":"rocket","href":"/v2.14/quick-start/getting-started"},{"title":"Using Coreflux HUB","icon":"globe","href":"/v2.14/quick-start/using-hub"},{"title":"Using LoT Notebooks","sidebarTitle":"Using LoT Notebooks","icon":"code","href":"/v2.14/quick-start/vscode"},{"title":"Using AI with Coreflux","icon":"wand-magic-sparkles","href":"/v2.14/quick-start/using-ai"},{"title":"Build Your First Dashboard","icon":"rocket","href":"/v2.14/quick-start/building-dashboards"},{"title":"Creating Agents in Coreflux","icon":"robot","href":"/v2.14/quick-start/creating-agents"},{"title":"Best Practices \u0026 Patterns","icon":"book-open","href":"/v2.14/quick-start/best-practices"}]},{"group":"Coreflux MQTT Broker","pages":[{"title":"MQTT Broker","href":"/v2.14/mqtt-broker/overview"},{"title":"MQTT Protocol","href":"/v2.14/mqtt-broker/protocol"},{"title":"High-Availability Clustering","href":"/v2.14/mqtt-broker/clustering"},{"group":"Configuring the Broker","pages":[{"title":"Broker Configuration","href":"/v2.14/mqtt-broker/configuration"},{"title":"MQTT State Durability","href":"/v2.14/mqtt-broker/durability"},{"title":"Environment Variables \u0026 Secrets","href":"/v2.14/mqtt-broker/secrets-and-env"},{"title":"Startup Options \u0026 Deployment","href":"/v2.14/mqtt-broker/startup-options"}]},{"group":"Operating the Broker","pages":[{"title":"System ($SYS) Topics","href":"/v2.14/mqtt-broker/sys-topics"},{"title":"Broker Commands","href":"/v2.14/mqtt-broker/commands"}]}]},{"group":"LoT Language","pages":[{"title":"Introduction to LoT","href":"/v2.14/lot-language/introduction"},{"group":"LoT ACTION","pages":[{"title":"ACTION Overview","href":"/v2.14/lot-language/actions/overview"},{"title":"ACTION Syntax Reference","href":"/v2.14/lot-language/actions/syntax"},{"title":"ACTION Triggers","href":"/v2.14/lot-language/actions/events"},{"title":"Callable ACTIONs","href":"/v2.14/lot-language/actions/callable-actions"},{"title":"ACTION Operations Reference","href":"/v2.14/lot-language/actions/operations"},{"title":"ACTION Python Integration","href":"/v2.14/lot-language/actions/python-integration"}]},{"group":"LoT MODEL","pages":[{"title":"MODEL Overview","href":"/v2.14/lot-language/models/overview"},{"title":"MODEL Syntax and Components","href":"/v2.14/lot-language/models/schema-definition"},{"title":"MODEL Publishing","href":"/v2.14/lot-language/models/publish-model"},{"title":"MODEL Inheritance","href":"/v2.14/lot-language/models/model-inheritance"},{"title":"MODEL Protobuf","href":"/v2.14/lot-language/models/protobuf"},{"title":"MODEL Examples","href":"/v2.14/lot-language/models/examples"}]},{"group":"LoT ROUTE","pages":[{"title":"Routes Overview","href":"/v2.14/lot-language/routes/overview"},{"title":"Route Overload Configuration","href":"/v2.14/lot-language/routes/route-config"},{"group":"System Routes","pages":[{"title":"System Routes","href":"/v2.14/lot-language/routes/system-routes"},{"title":"MQTT Bridge Route","href":"/v2.14/lot-language/routes/system/mqtt-bridge"},{"title":"Sparkplug B Route","href":"/v2.14/lot-language/routes/system/sparkplug-b"},{"title":"Sparkplug Host Route","href":"/v2.14/lot-language/routes/system/sparkplug-host"}]},{"group":"Industrial Routes","pages":[{"title":"Industrial Routes Overview","href":"/v2.14/lot-language/routes/industrial/overview"},{"title":"Modbus TCP Client Route","href":"/v2.14/lot-language/routes/industrial/modbus-tcp-client"},{"title":"Modbus Serial Client Route","href":"/v2.14/lot-language/routes/industrial/modbus-serial-client"},{"title":"Modbus TCP Server Route","href":"/v2.14/lot-language/routes/industrial/modbus-tcp-server"},{"title":"Siemens S7 Route","href":"/v2.14/lot-language/routes/industrial/siemens-s7"},{"title":"OPC UA Client Route","href":"/v2.14/lot-language/routes/industrial/opcua-client"},{"title":"OPC UA Server Route","href":"/v2.14/lot-language/routes/industrial/opcua-server"},{"title":"ADS Route (Beckhoff)","href":"/v2.14/lot-language/routes/industrial/ads"},{"title":"Allen-Bradley Route","href":"/v2.14/lot-language/routes/industrial/allen-bradley"},{"title":"EtherNet/IP Route","href":"/v2.14/lot-language/routes/industrial/ethernetip"},{"title":"FINS Route (Omron)","href":"/v2.14/lot-language/routes/industrial/fins"},{"title":"BACnet/IP Route","href":"/v2.14/lot-language/routes/industrial/bacnet"}]},{"group":"Data Storage Routes","pages":[{"title":"Data Storage Routes Overview","href":"/v2.14/lot-language/routes/data-storage/overview"},{"title":"PostgreSQL Route","href":"/v2.14/lot-language/routes/data-storage/postgresql"},{"title":"MySQL Route","href":"/v2.14/lot-language/routes/data-storage/mysql"},{"title":"MariaDB Route","href":"/v2.14/lot-language/routes/data-storage/mariadb"},{"title":"SQL Server Route","href":"/v2.14/lot-language/routes/data-storage/sqlserver"},{"title":"MongoDB Route","href":"/v2.14/lot-language/routes/data-storage/mongodb"},{"title":"OpenSearch Route","href":"/v2.14/lot-language/routes/data-storage/opensearch"},{"title":"CrateDB Route","href":"/v2.14/lot-language/routes/data-storage/cratedb"},{"title":"Snowflake Route","href":"/v2.14/lot-language/routes/data-storage/snowflake"},{"title":"File Storage Route","href":"/v2.14/lot-language/routes/data-storage/file-storage"}]},{"group":"Streaming Routes","pages":[{"title":"Kafka Route","href":"/v2.14/lot-language/routes/streaming/kafka"}]},{"group":"Notification Routes","pages":[{"title":"Email Route","href":"/v2.14/lot-language/routes/notifications/email"}]},{"title":"REST API Routes","href":"/v2.14/lot-language/routes/rest-api-routes"},{"title":"MCP Routes","href":"/v2.14/lot-language/routes/mcp-routes"},{"title":"AI Routes","href":"/v2.14/lot-language/routes/ai-routes"},{"title":"Media Routes","href":"/v2.14/lot-language/routes/media-routes"},{"title":"Route Examples","href":"/v2.14/lot-language/routes/examples"}]},{"group":"LoT RULE","pages":[{"title":"RULE Overview","href":"/v2.14/lot-language/rules/overview"},{"title":"RULE Syntax","href":"/v2.14/lot-language/rules/syntax"},{"title":"RBAC with LoT Rules","href":"/v2.14/lot-language/rules/rbac"}]},{"group":"LoT PANEL","pages":[{"title":"Defining a Panel","href":"/v2.14/lot-language/panels/defining-panels"},{"title":"Data Binding","href":"/v2.14/lot-language/panels/data-binding"},{"title":"Actions \u0026 Events","href":"/v2.14/lot-language/panels/actions-events"}]},{"group":"Best Practices and Usage Patterns","pages":[{"title":"Naming conventions","href":"/v2.14/lot-language/usage-patterns/naming-conventions"},{"title":"Designing your data layer","href":"/v2.14/lot-language/usage-patterns/data-layer"},{"title":"Working with JSON","href":"/v2.14/lot-language/usage-patterns/working-with-json"},{"title":"Writing reusable logic","href":"/v2.14/lot-language/usage-patterns/reusable-logic"},{"title":"Alarms and monitoring","href":"/v2.14/lot-language/usage-patterns/alarms-and-monitoring"},{"title":"Connecting to the outside world","href":"/v2.14/lot-language/usage-patterns/integrations"},{"title":"Production architecture","href":"/v2.14/lot-language/usage-patterns/production-architecture"},{"title":"Project organization","href":"/v2.14/lot-language/usage-patterns/project-organization"},{"title":"Anti-patterns","href":"/v2.14/lot-language/usage-patterns/anti-patterns"}]}]},{"group":"Coreflux HUB","tag":"2.3","pages":[{"title":"Coreflux HUB Overview","href":"/hub/overview"},{"title":"Connections Manager","description":"Save multiple broker connections, switch between them without logging out, and secure each one with its own TLS certificates","href":"/hub/connections"},{"title":"AI Assistant","href":"/hub/ai-assistant"},{"group":"Viewing MQTT Data","pages":[{"title":"MQTT Overview","description":"Browse topics, publish messages, and see who's connected — all from your Coreflux HUB","href":"/hub/mqtt/overview"},{"title":"Data Viewer","href":"/hub/mqtt/data-viewer"},{"title":"UNS Viewer","href":"/hub/mqtt/uns-viewer"},{"title":"Connected Clients","href":"/hub/mqtt/connected-clients"}]},{"title":"LoT Editor","href":"/hub/lot-editor"},{"title":"LoT Flow","href":"/hub/lot-flow"},{"title":"Cluster Viewer","href":"/hub/cluster-viewer"},{"group":"Dashboards","pages":[{"title":"Dashboards in the HUB","href":"/hub/dashboards/overview"},{"title":"Dashboard Manager","href":"/hub/dashboards/manager"},{"group":"Component Reference","pages":[{"title":"Display Components","href":"/hub/dashboards/components/display"},{"title":"Input \u0026 Control Components","href":"/hub/dashboards/components/inputs"},{"title":"Container Components","href":"/hub/dashboards/components/containers"}]},{"title":"Common Patterns","href":"/hub/dashboards/patterns"}]},{"group":"Managing Routes","pages":[{"title":"Connectors Overview","href":"/hub/routes/overview"},{"title":"Connector Configuration","href":"/hub/routes/configuration"},{"title":"Connectors Monitoring","href":"/hub/routes/monitoring"}]},{"group":"Administering the Broker","pages":[{"title":"System Overview","href":"/hub/system/overview"},{"title":"System Configuration","href":"/hub/system/configuration"},{"title":"User Management","href":"/hub/system/user-management"},{"title":"Command Console","href":"/hub/system/command-console"},{"title":"Broker Logs","href":"/hub/system/broker-logs"}]}]},{"group":"VS Code - LoT Notebooks","tag":"1.0","pages":[{"title":"How to Use a LoT Notebook","href":"/lot-notebooks/usage"},{"title":"How to Debug in LoT Notebooks","href":"/lot-notebooks/debug"},{"title":"Tutorials","href":"/lot-notebooks/tutorials"},{"title":"File Format","href":"/lot-notebooks/file-format"}]},{"group":"Using AI with Coreflux","pages":[{"title":"Model Context Protocol (MCP)","href":"/ai/mcp"},{"title":"Developing with LoT Using AI","href":"/ai/developing-with-lot"},{"title":"AI-Assisted Development Best Practices","href":"/ai/best-practices"}]},{"group":"Product Updates","pages":[{"title":"Release Notes","href":"/product-updates/release-notes"}]}]},{"version":"v2.2","pages":[{"title":"v2.2","href":"/v2.2"}]},{"version":"v2.1","default":false,"pages":[{"title":"v2.1","href":"/v2.1"}]},{"version":"v2.0","default":false,"pages":[{"title":"v2.0","href":"/v2.0"}]},{"version":"v1.10","default":false,"pages":[{"title":"v1.10","href":"/v1.10"}]}]},"title":"AI Assistant - Coreflux Documentation","buildId":"dpl_2oYXwqkEXirXBPk8wV1FtM5USFWi","deploymentId":"dpl_2oYXwqkEXirXBPk8wV1FtM5USFWi","dynamics":["07c022d89b","a74be98ba7"],"chunks":["Frame-BbYRHtLl.js","DynamicMarkdown-DN96a4Ur.js","zoom-image-lightbox-D7yRe3On.js","lightbox-handle-r17bVUz3.js"]}
