Next Steps

Wrapping Up

Congratulations! You have successfully completed this workshop.
You have:
- Learned about VectorRetriever, VectorCypherRetriever, HybridRetriever, HybridCypherRetriever, and Text2CypherRetriever.
- Built a multimodal application that integrates both textual and visual data.
- Enhanced your GraphRAG applications with advanced retrieval strategies using the neo4j-graphrag package.
Go and build something with our package!

Below is a table to help you decide which retriever to use based on your specific requirements:

Retriever Vector Index Fulltext Index Manual Cypher Automated Cypher

Retriever	Vector Index	Fulltext Index	Manual Cypher	Automated Cypher
`VectorRetriever`	✅	❌	❌	❌
`VectorCypherRetriever`	✅	❌	✅	❌
`HybridRetriever`	✅	✅	❌	❌
`HybridCypherRetriever`	✅	✅	✅	❌
`Text2CypherRetriever`	❌	❌	❌	✅

VectorRetriever

✅

❌

VectorCypherRetriever

✅

❌

✅

❌

HybridRetriever

✅

❌

HybridCypherRetriever

✅

❌

Text2CypherRetriever

❌

✅