Wrapping Up
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Congratulations! You have successfully completed this workshop.
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You have:
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Learned about
VectorRetriever,VectorCypherRetriever,HybridRetriever,HybridCypherRetriever, andText2CypherRetriever. -
Built a multimodal application that integrates both textual and visual data.
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Enhanced your GraphRAG applications with advanced retrieval strategies using the
neo4j-graphragpackage.
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Go and build something with our package!
Choosing the Right Retriever
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 |
|---|---|---|---|---|
|
✅ |
❌ |
❌ |
❌ |
|
✅ |
❌ |
✅ |
❌ |
|
✅ |
✅ |
❌ |
❌ |
|
✅ |
✅ |
✅ |
❌ |
|
❌ |
❌ |
❌ |
✅ |
Finish
Summary
In this lesson, you learned about the different types of retrievers available in the neo4j-graphrag package and how to choose the right one for your use case. You’ve completed the GraphRAG workshop and are ready to build your own applications!