Guides

Practical, task-oriented cookbooks for Fluree's key features. Each guide shows working patterns you can adapt to your use case.

If you're new to Fluree, start with the Getting Started section first.

Cookbooks

Full-Text and Vector Search

Set up BM25 full-text search and vector similarity. Insert searchable data, write relevance-ranked queries, combine search with graph patterns, and build hybrid text+vector search.

Time Travel

Practical patterns for temporal queries: audit trails, point-in-time comparison, compliance snapshots, recovering deleted data, and transaction metadata.

Branching and Merging

Git-like workflows for data: safe experimentation, review-before-merge, multi-environment setups, feature branches, and rebase strategies.

Access Control Policies

Set up fine-grained access control: department isolation, role-based access, property redaction, multi-tenant isolation, and default-deny patterns.

SHACL Validation

Define data quality constraints: required properties, datatype validation, value ranges, string patterns, cardinality, and allowed values.