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33 lines
896 B
Python
33 lines
896 B
Python
#!/usr/bin/env python
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# -*- coding: utf-8 -*-
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"""
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@File : search_kb.py
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@Modified By: mashenquan, 2023-12-22. Delete useless codes.
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"""
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import asyncio
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from langchain.embeddings import OpenAIEmbeddings
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from metagpt.config import CONFIG
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from metagpt.const import DATA_PATH, EXAMPLE_PATH
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from metagpt.document_store import FaissStore
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from metagpt.logs import logger
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from metagpt.roles import Sales
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def get_store():
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embedding = OpenAIEmbeddings(openai_api_key=CONFIG.openai_api_key, openai_api_base=CONFIG.openai_base_url)
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return FaissStore(DATA_PATH / "example.json", embedding=embedding)
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async def search():
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store = FaissStore(EXAMPLE_PATH / "example.json")
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role = Sales(profile="Sales", store=store)
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query = "Which facial cleanser is good for oily skin?"
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result = await role.run(query)
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logger.info(result)
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if __name__ == "__main__":
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asyncio.run(search())
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