Weaviate Hybrid Search Cheat Sheet

Hybrid search with Weaviate combining vector and keyword search. GraphQL, modules, and advanced querying.

Last Updated: December 24, 2025

Setup & Schema

Install, define classes, properties

Key point 1
Detailed explanation for setup & schema
Key point 2
Detailed explanation for setup & schema
Key point 3
Detailed explanation for setup & schema
Key point 4
Detailed explanation for setup & schema

Import Data

Objects, batching, auto-vectorization

Key point 1
Detailed explanation for import data
Key point 2
Detailed explanation for import data
Key point 3
Detailed explanation for import data
Key point 4
Detailed explanation for import data

Vector Search

nearText, nearVector, nearObject

Key point 1
Detailed explanation for vector search
Key point 2
Detailed explanation for vector search
Key point 3
Detailed explanation for vector search
Key point 4
Detailed explanation for vector search

Hybrid Search

Combine vector + BM25, alpha parameter

Key point 1
Detailed explanation for hybrid search
Key point 2
Detailed explanation for hybrid search
Key point 3
Detailed explanation for hybrid search
Key point 4
Detailed explanation for hybrid search

Modules

text2vec-openai, qna-openai, generative

Key point 1
Detailed explanation for modules
Key point 2
Detailed explanation for modules
Key point 3
Detailed explanation for modules
Key point 4
Detailed explanation for modules

GraphQL Queries

Complex queries, aggregations

Key point 1
Detailed explanation for graphql queries
Key point 2
Detailed explanation for graphql queries
Key point 3
Detailed explanation for graphql queries
Key point 4
Detailed explanation for graphql queries
💡 Pro Tip: Master the fundamentals first before moving to advanced techniques. Practice regularly and refer to this cheatsheet for quick reference.
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