building-agents/llma/rag/rag_utils.py

26 lines
767 B
Python
Raw Permalink Normal View History

2024-11-22 10:03:31 +08:00
import os
from enum import Enum
from pathlib import Path
from dotenv import load_dotenv
load_dotenv()
root_path = Path(".")
data_path = root_path / "data"
rag_path = data_path / "rag"
rag_path.mkdir(exist_ok=True, parents=True)
constraint_path = rag_path / "constraints.pkl"
constraint_vector_db_path = rag_path / "constraint_vector.db"
problem_descriptions_vector_db_path = rag_path / "problem_descriptions_vector.db"
objective_descriptions_vector_db_path = rag_path / "objective_descriptions_vector.db"
OPENAI_API_KEY = os.getenv("OPENAI_API_KEY")
class RAGMode(Enum):
PROBLEM_DESCRIPTION = "problem_description"
CONSTRAINT_OR_OBJECTIVE = "constraint_or_objective"
PROBLEM_LABELS = "problem_labels"
def __str__(self):
return self.value