Integrations

AI Integrations for Open-Source and Local Models

Integrations connect models and tools into real workflows: smart homes, editors, automation systems, knowledge apps, chat platforms, RAG data layers, and self-hosted AI workspaces.

Browse by workflow

Smart Home

Smart Home

Home Assistant

Open-source smart home platform that can integrate AI assistants, voice control, automations, and local model workflows.

Best for: Builders who want AI-assisted smart home control, local voice experiments, and automation workflows.

Local support: partialSetup: IntermediateOpen source

Model support: Can connect to local and hosted AI services through integrations, add-ons, APIs, or community projects.

Home Assistant Ollama integration

Developer Tools

Developer Tools

Visual Studio Code

Developer editor where AI coding extensions, local model endpoints, and agent workflows plug into day-to-day software work.

Best for: Developers using AI assistants, coding agents, model APIs, and local endpoints inside an editor.

Local support: partialSetup: Beginner to intermediateSource-available core / proprietary Microsoft distribution

Model support: Model support depends on extensions such as Continue, Cline, Roo Code, AI Toolkit, and Copilot.

AI language models in VS Code

Developer Tools

JetBrains IDEs

Professional IDE ecosystem where coding assistants and AI plugins can connect model providers to software workflows.

Best for: Developers who prefer JetBrains IDEs and want AI assistance near code navigation, refactoring, and review.

Local support: partialSetup: Beginner to intermediateProprietary IDEs with open-source components

Model support: Support depends on JetBrains AI features and third-party extensions such as Continue.

JetBrains AI Assistant

Developer Tools

GitHub

Code hosting and collaboration platform where AI coding agents, Copilot workflows, and repository automation connect to development.

Best for: Teams bringing AI assistance into pull requests, issues, repositories, and coding workflows.

Local support: falseSetup: Beginner to intermediateProprietary service

Model support: Model options depend on GitHub Copilot features, policies, and integrations.

GitHub Copilot docs

Developer Tools

GitLab

DevSecOps platform where AI features and integrations can connect model assistance to repositories, issues, and delivery workflows.

Best for: Teams using GitLab for source control, CI/CD, planning, and software delivery.

Local support: partialSetup: IntermediateOpen core

Model support: Model support depends on GitLab AI features, self-managed settings, and connected services.

GitLab Duo docs

Productivity

Productivity

Obsidian

Markdown knowledge-base app with a plugin ecosystem that can connect notes to AI assistants, embeddings, and local workflows.

Best for: Individuals building personal knowledge bases, writing workflows, and local-first research systems.

Local support: partialSetup: Beginner to intermediateProprietary app with community plugins

Model support: AI support comes through community plugins and external/local model endpoints.

Obsidian community plugins

Automation

Automation

n8n

Workflow automation platform often used to connect AI models, APIs, webhooks, databases, and business tools.

Best for: Teams wiring AI steps into repeatable automations and internal workflows.

Local support: partialSetup: IntermediateSource-available / fair-code

Model support: Connects to AI providers and custom HTTP/API endpoints; local model use depends on the configured endpoint.

n8n docs

Automation

Node-RED

Flow-based programming tool for wiring devices, APIs, services, and local automation systems.

Best for: Builders who want visual automation flows that can call model APIs or local inference endpoints.

Local support: partialSetup: IntermediateOpen source

Model support: Can call local or hosted AI endpoints through HTTP nodes and community integrations.

Node-RED

Chat & Collaboration

Chat & Collaboration

Slack

Team collaboration platform where AI bots and workflow apps can connect model outputs to channels and internal support flows.

Best for: Teams routing AI summaries, alerts, approvals, and assistant responses into collaboration channels.

Local support: falseSetup: Beginner to intermediateProprietary service

Model support: Model support depends on Slack apps, workflow builders, and connected API services.

Slack API docs

Chat & Collaboration

Discord Bots

Bot ecosystem for bringing AI assistants, moderation helpers, and community workflows into Discord servers.

Best for: Communities and builders connecting model-powered bots to discussion, support, or moderation workflows.

Local support: partialSetup: IntermediateProprietary platform with developer APIs

Model support: Bots can call local or hosted AI endpoints depending on the developer's architecture.

Discord developer docs

RAG & Data

RAG & Data

Supabase

Open-source Firebase alternative built on Postgres that can support AI app data, auth, storage, and pgvector-backed retrieval.

Best for: Builders who want Postgres, auth, storage, edge functions, and vector search close to an AI app.

Local support: partialSetup: IntermediateOpen source

Model support: Works with model providers or local inference through application code and functions.

Supabase AI docs

RAG & Data

PostgreSQL / pgvector

Postgres plus pgvector gives AI apps a familiar SQL database with embedding storage and similarity search.

Best for: Teams that want to keep RAG data, metadata, and application records in Postgres.

Local support: trueSetup: IntermediateOpen source

Model support: Stores embeddings from local or hosted embedding models; generation happens through application code.

pgvector GitHub

Local Runtime Integrations

Local Runtime Integrations

Ollama API

Local API surface for connecting open-weight models to apps, scripts, chat UIs, automations, and developer tools.

Best for: Developers who want a simple local model endpoint behind apps and workflows.

Local support: trueSetup: BeginnerOpen source

Model support: Supports models available through Ollama's model library and compatible local builds.

Ollama API docs

Local Runtime Integrations

LM Studio Local Server

Local server mode for connecting desktop-tested models to apps through a local API workflow.

Best for: Builders who want visual model testing plus a local endpoint for prototypes.

Local support: trueSetup: BeginnerProprietary free tier

Model support: Supports compatible local models loaded through LM Studio; exact support depends on the model and format.

LM Studio docs

AI App Platforms

AI App Platforms

Dify

AI app platform for building assistants, workflows, RAG apps, and model-connected products.

Best for: Teams turning model providers, retrieval, prompts, and workflows into usable AI applications.

Local support: partialSetup: IntermediateOpen source

Model support: Connects to multiple hosted and self-hosted model providers depending on deployment and configuration.

Dify docs

AI App Platforms

Open WebUI

Self-hosted chat workspace that connects users to local and hosted model backends.

Best for: Private chat interfaces over Ollama, local models, or self-hosted model endpoints.

Local support: trueSetup: IntermediateOpen source

Model support: Often used with Ollama and other model backends; exact support depends on deployment.

Open WebUI docs