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lang-agent/lang_agent/rag/simple.py
2025-10-10 22:20:54 +08:00

26 lines
715 B
Python

from dataclasses import dataclass, field
from typing import Type
import tyro
from lang_agent.rag.emb import QwenEmbeddings
@tyro.conf.configure(tyro.conf.SuppressFixed)
@dataclass
class SimpleRagConfig:
_target: Type = field(default_factory=lambda: SimpleRag)
model_name:str = "text-embedding-v4"
"""embedding model name"""
api_key:str = "wrong-key"
"""api_key for model; for generic text splitting; give a wrong key"""
database_path:str = None
"""path to local database"""
class SimpleRag:
def __init__(self, config:SimpleRagConfig):
self.config = config
self.emb = QwenEmbeddings(self.config.api_key,
self.config.model_name)