swarmauri_vectorstore_neo4j 0.11.0.dev1

Swarmauri Neo4j Vector Store

Swarmauri Vectorstore Neo4j

A Neo4j-based vector store implementation for Swarmauri SDK, providing document storage and retrieval functionality using Neo4j graph database.

Installation

pip install swarmauri_vectorstore_neo4j

Usage

from swarmauri.documents.Document import Document
from swarmauri.vector_stores.Neo4jVectorStore import Neo4jVectorStore

# Initialize the vector store
store = Neo4jVectorStore(
    uri="neo4j://localhost:7687",
    user="neo4j",
    password="your_password"
)

# Add a document
doc = Document(
    id="doc1",
    content="Sample content",
    metadata={"author": "John Doe"}
)
store.add_document(doc)

# Retrieve similar documents
similar_docs = store.retrieve(query="sample", top_k=5)

# Close connection when done
store.close()

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