Releases: neo4j/neo4j-graphrag-python
Releases · neo4j/neo4j-graphrag-python
Neo4j GenAI package for Python 0.3.0
https://github.com/neo4j/neo4j-genai-python/blob/main/CHANGELOG.md#030
Minor Changes
- GraphRAG Integration: Introducing the GraphRAG object to enable a complete Retrieval-Augmented Generation pipeline. This major feature supports context retrieval, sophisticated prompt formatting, and dynamic answer generation, streamlining the use of RAG techniques within Neo4j.
- Enhanced Customization Options: Added
PromptTemplate
andRagTemplate
for customizable prompt generation. Also, a newresult_formatter
argument across all retrievers allows for tailored formatting of retrieval results, offering greater flexibility in how results are presented and utilized. - VectorRetriever Updates: Enhanced to return metadata such as
nodeLabels
andid
without direct embedding output, simplifying data handling. - Developer Experience: Enhanced developer interactions with improved documentation, including a new User Guide that provides comprehensive instructions and tips for getting started and effectively using the
neo4j-genai-python
package.