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Graphiti (LLM generated readme)

Graphiti is a Python library for building and managing knowledge graphs using Neo4j and OpenAI's language models. It provides a flexible framework for processing episodes of information, extracting semantic nodes and edges, and maintaining a dynamic graph structure.

Features

Asynchronous interaction with Neo4j database
Integration with OpenAI's GPT models for natural language processing
Automatic extraction of semantic nodes and edges from episodic data
Temporal tracking of relationships and facts
Flexible schema management

Installation

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Quick Start

from graphiti import Graphiti

# Initialize Graphiti
graphiti = Graphiti("bolt://localhost:7687", "neo4j", "password")

# Process an episode
await graphiti.process_episode(
    name="Example Episode",
    episode_body="Alice met Bob at the coffee shop.",
    source_description="User input",
    reference_time=datetime.now()
)

# Retrieve recent episodes
recent_episodes = await graphiti.retrieve_episodes(last_n=5)

# Close the connection
graphiti.close()

Documentation

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Contributing

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License

This project is licensed under the Apache License, Version 2.0. See the LICENSE file for details.

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