605219f8c7
* feat: Add real world dates extraction * fix: Linter * fix: 💄 mypy errors * chore: handle invalid dates returned by the llm * chore: Polish prompt * reformat * style: 💄 reformat
71 lines
2.1 KiB
Python
71 lines
2.1 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 dotenv import load_dotenv
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from transcript_parser import parse_podcast_messages
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from core import Graphiti
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from core.utils.bulk_utils import BulkEpisode
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from 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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async def main(use_bulk: bool = True):
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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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messages = parse_podcast_messages()
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if not use_bulk:
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for i, message in enumerate(messages[3:14]):
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await client.add_episode(
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name=f'Message {i}',
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episode_body=f'{message.speaker_name} ({message.role}): {message.content}',
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reference_time=message.actual_timestamp,
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source_description='Podcast Transcript',
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)
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episodes: list[BulkEpisode] = [
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BulkEpisode(
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name=f'Message {i}',
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content=f'{message.speaker_name} ({message.role}): {message.content}',
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source_description='Podcast Transcript',
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episode_type='string',
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reference_time=message.actual_timestamp,
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)
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for i, message in enumerate(messages[3:14])
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]
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await client.add_episode_bulk(episodes)
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asyncio.run(main(True))
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