Docker GenAI Stack: 一键 Docker Compose 启动 LangChain、向量数据库与 LLM ——
使用 Docker GenAI Stack 搭建完整的本地 GenAI 开发环境。包含 LangChain、Neo4j、Ollama 和向量数据库的单一 docker-compose 配置。2026 年生产级教程。
- MIT
- 更新于 2026-05-20
Sources & Further Reading #
- Docker GenAI Stack GitHub Repository — Official source code and latest releases
- Docker GenAI Stack Documentation — Official Docker documentation
- LangChain Neo4j Integration Guide — Detailed Cypher chain usage
- Ollama Documentation — Model management and API reference
- Neo4j Vector Search Documentation — Vector index configuration
- Docker Compose Specification — For customizing the stack
Recommended Hosting & Infrastructure #
Before you deploy any of the tools above into production, you’ll need solid infrastructure. Two options dibi8 actually uses and recommends:
- DigitalOcean — $200 free credit for 60 days across 14+ global regions.
- HTStack — Hong Kong VPS with low-latency access from mainland China. This is the same IDC that hosts dibi8.com.
Affiliate links — they don’t cost you extra and they help keep dibi8.com running.
Affiliate Disclosure #
This article contains affiliate links. If you sign up for DigitalOcean using our referral link, we receive a commission at no extra cost to you. We only recommend services we use for our own infrastructure. The Docker GenAI Stack is open-source (MIT license) and free to use — no purchase is required.
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