docker/genai-stack

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

5397 stars · 1234 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A Docker Compose-based starter stack for building GenAI applications, combining LangChain, Ollama for local LLM inference, and Neo4j as a database. It ships demo applications that serve as templates or inspiration for developers building their own LLM-powered apps.

Use cases

• build a local RAG chatbot with Ollama and Neo4j
• get started quickly with a GenAI app scaffold
• run LLM applications fully locally with Docker
• experiment with LangChain and graph databases
• prototype AI assistants without cloud API keys
• set up a demo stack for LLM + vector search

When to choose

• you want a batteries-included local GenAI dev environment
• you prefer Ollama for local LLM inference
• you want Neo4j integrated out of the box
• you need ready-made demo apps to customize

When to avoid

• you need a production-grade, hardened deployment
• you want a managed cloud LLM platform
• you don't use Docker or Neo4j
• you need fine-grained control over each component's setup

Facets

application · maturity active

rag llm-inference agent-framework vector-database chatbot large-language-models artificial-intelligence developer-tools self-hosted self-hosted cross-platform python langchain ollama neo4j genai docker-compose starter-kit local-llm retrieval-augmented-generation docker

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markdown · JSON · MCP: product_card(name="docker/genai-stack")