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https://github.com/getzep/graphiti.git
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c5e52153c4
* feat: Update project name and description The project name and description in the `pyproject.toml` file have been updated to reflect the changes made to the project. * chore: Update pyproject.toml to include core package The `pyproject.toml` file has been updated to include the `core` package in the list of packages. This change ensures that the `core` package is included when building the project. * fix imports * fix importats
132 lines
3.7 KiB
Python
132 lines
3.7 KiB
Python
import asyncio
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import logging
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import os
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import sys
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from datetime import datetime
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from dotenv import load_dotenv
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from graphiti_core import Graphiti
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from graphiti_core.utils.maintenance.graph_data_operations import clear_data
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load_dotenv()
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neo4j_uri = os.environ.get('NEO4J_URI') or 'bolt://localhost:7687'
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neo4j_user = os.environ.get('NEO4J_USER') or 'neo4j'
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neo4j_password = os.environ.get('NEO4J_PASSWORD') or 'password'
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def setup_logging():
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# Create a logger
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logger = logging.getLogger()
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logger.setLevel(logging.INFO) # Set the logging level to INFO
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# Create console handler and set level to INFO
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console_handler = logging.StreamHandler(sys.stdout)
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console_handler.setLevel(logging.INFO)
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# Create formatter
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formatter = logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s')
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# Add formatter to console handler
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console_handler.setFormatter(formatter)
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# Add console handler to logger
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logger.addHandler(console_handler)
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return logger
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bmw_sales = [
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{
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'episode_body': 'Paul (buyer): Hi, I would like to buy a new car',
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},
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{
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'episode_body': 'Dan The Salesman (salesman): Sure, I can help you with that. What kind of car are you looking for?',
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},
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{
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'episode_body': 'Paul (buyer): I am looking for a new BMW',
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},
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{
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'episode_body': 'Dan The Salesman (salesman): Great choice! What kind of BMW are you looking for?',
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},
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{
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'episode_body': 'Paul (buyer): I am considering a BMW 3 series',
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},
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{
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'episode_body': 'Dan The Salesman (salesman): Great choice, we currently have a 2024 BMW 3 series in stock, it is a great car and costs $50,000',
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},
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{
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'episode_body': "Paul (buyer): Actually I am interested in something cheaper, I won't consider anything over $30,000",
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},
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]
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dates_mentioned = [
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{
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'episode_body': 'Paul (user): I have graduated from Univerity of Toronto in 2022',
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},
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{
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'episode_body': 'Jane (user): How cool, I graduated from the same school in 1999',
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},
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]
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times_mentioned = [
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{
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'episode_body': 'Paul (user): 15 minutes ago we put a deposit on our new house',
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},
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]
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time_range_mentioned = [
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{
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'episode_body': 'Paul (user): I served as a US Marine in 2015-2019',
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},
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]
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relative_time_range_mentioned = [
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{
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'episode_body': 'Paul (user): I lived in Toronto for 10 years, until moving to Vancouver yesterday',
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},
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]
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async def main():
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setup_logging()
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client = Graphiti(neo4j_uri, neo4j_user, neo4j_password)
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await clear_data(client.driver)
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await client.build_indices_and_constraints()
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for i, message in enumerate(bmw_sales):
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await client.add_episode(
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name=f'Message {i}',
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episode_body=message['episode_body'],
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source_description='',
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# reference_time=datetime.now() - timedelta(days=365 * 3),
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reference_time=datetime.now(),
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)
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# await client.add_episode(
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# name='Message 5',
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# episode_body='Jane: I miss Paul',
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# source_description='WhatsApp Message',
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# reference_time=datetime.now(),
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# )
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# await client.add_episode(
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# name='Message 6',
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# episode_body='Jane: I dont miss Paul anymore, I hate him',
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# source_description='WhatsApp Message',
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# reference_time=datetime.now(),
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# )
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# await client.add_episode(
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# name="Message 3",
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# episode_body="Assistant: The best type of apples available are Fuji apples",
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# source_description="WhatsApp Message",
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# )
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# await client.add_episode(
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# name="Message 4",
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# episode_body="Paul: Oh, I actually hate those",
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# source_description="WhatsApp Message",
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# )
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asyncio.run(main())
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