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AI Apps

Memoh - Containerized AI Agent Platform

Memoh integration guide — Connect the self-hosted containerized AI agent platform to AI-Tkoens, creating AI bots with long-term memory for Telegram, Discord, Lark, QQ, WeChat, and more.

Key Features

  • Containerized Isolation: Each bot runs in its own containerd container with a dedicated filesystem and network, supporting snapshots and data import/export
  • Memory Engine: LLM-driven fact extraction, hybrid retrieval (dense + sparse + BM25), 24-hour context loading, memory compaction and rebuild
  • Multi-Channel Support: Telegram, Discord, Lark (Feishu), QQ, Matrix, WeCom, WeChat, Email, Web UI
  • MCP Support: Full MCP protocol support (HTTP / SSE / Stdio / OAuth), with independent MCP connection management per bot
  • Browser Automation: Built-in headless browser powered by Playwright, supporting web browsing, form filling, screenshots, and more
  • Web Dashboard: Modern management interface built with Vue 3 + Tailwind CSS, featuring streaming chat, tool call visualization, file management, and more

AI-Token Integration

Memoh supports any OpenAI-compatible model provider, allowing you to use AI-Token to centrally manage and access various AI model services.

Configuration Steps

Obtain a AI-Token API Key

After registering and logging in to AI-Token, click "Console" in the top navigation bar, then click "Token Management", and click the "Add Token" button to create a new API Key. Select the appropriate permissions and click "Create".

Once created, click the copy button to copy the generated API Key.

copy-api-key

Add a Model Provider in Memoh

Log in to the Memoh Web dashboard, go to the provider management page, and click AI-Token.

switch-to-AI-Token-provider

Fill in the following information on the configuration page:

  • API Base URL: Enter the AI-Token endpoint URL, e.g. https://api.example.com/v1 (use http://localhost:3000/v1 for local deployments)
  • API Key: Paste the API Key copied from AI-Token

Click Save to complete the provider configuration.

Import Models

After configuring the provider, go to the model management page and click auto-import or manually add the models you need.

Configure a Model for Your Bot

Go to the bot settings page, find the model configuration section, switch the default chat model to the one added via the AI-Token provider, and click Save.

set_chat_model

You have now successfully configured AI-Token as the model provider for Memoh. You can chat with AI bots through any of Memoh's channels (Telegram, Discord, Lark, etc.), and all requests will be routed through AI-Token.

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