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main.py
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from dotenv import load_dotenv
import os
import pandas as pd
from llama_index.query_engine import PandasQueryEngine
from prompts import new_prompt, instruction_str, context
from note_engine import note_engine
from llama_index.tools import QueryEngineTool, ToolMetadata
from llama_index.agent import ReActAgent
from llama_index.llms import OpenAI
from pdf import lpp_engine, apg_engine, ifd_engine
from mafs import multiply_tool, add_tool
load_dotenv()
tools = [
note_engine,
QueryEngineTool(
query_engine=lpp_engine,
metadata=ToolMetadata(
name="lpp_data",
description="il s'agit de la loi suisse sur le droit de la prévoyace professionnelle vieillesse, survivants et invalidité",
),
),
QueryEngineTool(
query_engine=apg_engine,
metadata=ToolMetadata(
name="apg_data",
description="ce document des inforamtions sur les allocations pour perte de gain dans le cadre de l'armée suisse",
),
),
QueryEngineTool(
query_engine=ifd_engine,
metadata=ToolMetadata(
name="ifd_data",
description="il s'agit de la loi fédérale suisse sur l'impôt fédéral direct",
),
),
multiply_tool,
add_tool,
]
llm = OpenAI(model="gpt-3.5-turbo")
agent = ReActAgent.from_tools(tools, llm=llm, verbose=True, context=context)
while (prompt := input("Enter a prompt (q to quit): ")) != "q":
result = agent.query(prompt)
print(result)