self-hosted-ai-starter-kit vs qdrant-client
A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.
| self-hosted-ai-starter-kit | qdrant-client | |
|---|---|---|
| Tagline | A self-hosted AI environment setup for local development | Python Client library for the Qdrant vector search engine. |
| Stars | 15k | 1.3k |
| Forks | 3.8k | 245 |
| Open issues | 6 | 165 |
| Language | - | Python |
| License | Apache-2.0 | Apache-2.0 |
| Last pushed | Jan 6, 2026 | Jun 26, 2026 |
| Categories | Vector Databases, AI Agents, Data & Retrieval, Developer Tools | Vector Databases |
self-hosted-ai-starter-kit
The Self-hosted AI Starter Kit is a Docker Compose template that sets up a comprehensive local AI environment including n8n (LLM framework), Ollama (LLM platform), Qdrant (Vector Database), and PostgreSQL.
qdrant-client
qdrant-client is a Python client providing type definitions and methods for interacting with Qdrant's API, supporting both synchronous and asynchronous calls. It facilitates local development without requiring a server to be running and offers extensive test coverage.
Python