# Weaviate

> Deploys Weaviate vector database with hybrid search, modules, and GraphQL API.

- Skill: `ssrjkk/weaviate` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add ssrjkk/weaviate`
- Raw SKILL.md: https://api.skillmd.com/api/skills/ssrjkk/weaviate/raw
- Safety review: PASS (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Integrations & APIs, Data & Analytics, SQL & Databases
- Tags: Graphql, Hybrid Search, Python, Rag, Vector Database, Weaviate
- Author: ssrjkk (https://skillmd.com/u/ssrjkk)
- Updated: 2026-08-22
- Page: https://skillmd.com/skills/ssrjkk/weaviate

---

# Weaviate
> Open-source vector database with hybrid search and GraphQL API.
## Quick Start
```python
import weaviate
client = weaviate.connect_to_local()
client.collections.create("Document", vectorizer_config=weaviate.classes.config.Configure.Vectorizer.text2vec_openai())
```
## Hybrid Search
```python
collection = client.collections.get("Document")
response = collection.query.hybrid(query="machine learning basics", alpha=0.5, limit=5)
```
## When to Use
- Hybrid search applications; AI-native data management; Knowledge graphs
## Validation
1. Weaviate instance starts; 2. Vectorizer module loads; 3. Hybrid search returns combined results