agentsclimarketplace
Sign in

Weaviate integration

Skill a5c-ai/babysitter/library/specializations/ai-agents-conversational/skills/weaviate-integration

Weaviate vector database setup with GraphQL queries and hybrid searchFrom its SKILL.md

Install
npx -y skills add a5c-ai/babysitter --skill weaviate-integration

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

SKILL.md

1.5 KB, 240 tokens by cl100k_base, as published. Nobody here has run it

Weaviate Integration Skill

Capabilities

  • Set up Weaviate cluster (cloud or self-hosted)
  • Define schemas with properties and vectorizers
  • Implement GraphQL queries
  • Configure hybrid search (vector + keyword)
  • Set up multi-tenancy
  • Implement batch import operations

Target Processes

  • vector-database-setup
  • rag-pipeline-implementation

Implementation Details

Core Operations

  1. Schema Management: Class definitions and properties
  2. Data Import: Single and batch object creation
  3. Vector Search: nearVector, nearText queries
  4. Hybrid Search: Combined vector and BM25
  5. GraphQL: Flexible querying with Get and Aggregate

Configuration Options

  • Vectorizer modules (text2vec-, multi2vec-)
  • Replication factor
  • Sharding configuration
  • Multi-tenancy settings
  • Module configuration

Best Practices

  • Design schema for query patterns
  • Use appropriate vectorizer
  • Enable hybrid search for better recall
  • Configure proper backups
  • Monitor resource usage

Dependencies

  • weaviate-client
  • langchain-weaviate

What ships with it: 1 file

552 B alongside SKILL.md

Keep looking

Skills are one crate of 326,059. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.