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Copy file name to clipboardExpand all lines: CHANGELOG.md
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# @neo4j/neo4j-genai-python
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# @neo4j/neo4j-graphrag-python
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## Next
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### Changed
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- Officially renamed neo4j-genai to neo4j-graphrag. For the final release version of neo4j-genai, please visit https://pypi.org/project/neo4j-genai/.
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## 0.6.0
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### IMPORTANT NOTICE
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- Stopped embeddings from being returned when searching with `VectorRetriever`. Added `nodeLabels` and `id` to the metadata of `VectorRetriever` results.
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- Added `upsert_vector` utility function for attaching vectors to node properties.
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- Introduced `Neo4jInsertionError` for handling insertion failures in Neo4j.
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- Included Pinecone and Weaviate retrievers in neo4j_genai.retrievers.
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- Included Pinecone and Weaviate retrievers in neo4j_graphrag.retrievers.
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- Introduced the GraphRAG object, enabling a full RAG (Retrieval-Augmented Generation) pipeline with context retrieval, prompt formatting, and answer generation.
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- Added PromptTemplate and RagTemplate for customizable prompt generation.
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- Added LLMInterface with implementation for OpenAI LLM.
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- Introduced result_formatter argument to all retrievers, allowing custom formatting of retriever results.
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### Changed
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- Refactored import paths for retrievers to neo4j_genai.retrievers.
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- Refactored import paths for retrievers to neo4j_graphrag.retrievers.
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- Implemented exception chaining for all re-raised exceptions to improve stack trace readability.
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- Made error messages in `index.py` more consistent.
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- Renamed `Retriever._get_search_results` to `Retriever.get_search_results`
Copy file name to clipboardExpand all lines: README.md
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# ⚠️ Deprecation Warning ⚠️
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This package `neo4j-genai` is deprecated and will no longer be maintained. Please switch to our new package `neo4j-graphrag`, which is available at [neo4j-graphrag on GitHub](https://github.com/neo4j/neo4j-graphrag-python) and [neo4j-graphrag on PyPI](https://pypi.org/project/neo4j-graphrag/).
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`neo4j-graphrag` is a renamed continuation of this package. We encourage all users to migrate to the new package to continue receiving updates and support.
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# Neo4j GenAI package for Python
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# Neo4j GraphRAG package for Python
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This repository contains the official Neo4j GenAI features for Python.
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