weaviate-cookbooks
Installation
SKILL.md
Weaviate Cookbooks
Iron Law
READ references/project_setup.md AND references/environment_requirements.md BEFORE GENERATING ANY COOKBOOK CODE.
Every cookbook shares connection management, dependency setup, and env var patterns. Skipping setup causes runtime failures that look like Weaviate bugs but are actually missing config.
Quick Cookbook Selector
| Use Case | Cookbook | Complexity | Best For |
|---|---|---|---|
| Ask questions, get answers | Query Agent Chatbot | Low | Q&A interfaces, conversational search |
| Browse and filter data | Data Explorer | Low | Exploratory analytics, dashboards |
| Search PDFs / documents | Multimodal RAG | Medium | Document retrieval, file search |
| Basic retrieval + generation | Basic RAG | Low | First RAG implementation |
| Production RAG + reranking | Advanced RAG | High | Complex retrieval, multi-stage ranking |
| Tool-calling agent | Basic Agent | Medium | Structured task automation with DSPy |
| RAG + agents combined | Agentic RAG | High | Multi-tool workflows, hierarchical retrieval |