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OpenClaw

Multi-Agent AI Framework

OpenClaw

The Problem

Small businesses in Thailand rely on manual customer service via LINE, Telegram, and social media. Owners spend hours answering repetitive questions, managing finances, and generating content -- time that should be spent growing their business.

The Solution

Built OpenClaw, a multi-agent AI framework where 5 autonomous agents run 24/7 as a systemd gateway service with auto-restart. Each agent has its own workspace, personality, and long-term memory system. Integrates with LINE OA, Telegram (2 bots), Discord, and Slack via Socket Mode. Includes 7 shared skills: ComfyUI image generation, RAG/ChromaDB knowledge retrieval, FFmpeg video editing, web dashboard, skill creator, receipt parser, and budget query. Features a heartbeat system for proactive scheduling and a personal finance agent that parses Thai bank slip photos via vision OCR and logs transactions.

Tech Stack

PythonNode.jsClaude APIOllamaChromaDBComfyUIDocker

Key Features

5 project agents with persistent identity and long-term memory
4 chat integrations: Telegram, Discord, LINE OA, Slack
RAG knowledge retrieval with ChromaDB for customer Q&A
Thai bank slip parsing via vision OCR
AI image generation via ComfyUI
Proactive heartbeat scheduling
FFmpeg video editing skill
Local LLM fallback with Ollama
Auto-restart via systemd with health monitoring
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