mindsearch/terminal.py

import os
import sys
from datetime import datetime

from lagent.actions import WebBrowser
from lagent.agents.stream import get_plugin_prompt
from lagent.llms import INTERNLM2_META, LMDeployServer
from lagent.prompts import InterpreterParser, PluginParser

from mindsearch.agent.mindsearch_agent import MindSearchAgent
from mindsearch.agent.mindsearch_prompt import (
    FINAL_RESPONSE_CN,
    FINAL_RESPONSE_EN,
    GRAPH_PROMPT_CN,
    GRAPH_PROMPT_EN,
    searcher_context_template_cn,
    searcher_context_template_en,
    searcher_input_template_cn,
    searcher_input_template_en,
    searcher_system_prompt_cn,
    searcher_system_prompt_en,
)

lang = "cn"
date = datetime.now().strftime("The current date is %Y-%m-%d.")
llm = LMDeployServer(
    path="internlm/internlm2_5-7b-chat",
    model_name="internlm2",
    meta_template=INTERNLM2_META,
    top_p=0.8,
    top_k=1,
    temperature=1.0,
    max_new_tokens=8192,
    repetition_penalty=1.02,
    stop_words=["<|im_end|>", "<|action_end|>"],
)
plugins = [WebBrowser(searcher_type="BingSearch", topk=6)]
agent = MindSearchAgent(
    llm=llm,
    template=date,
    output_format=InterpreterParser(template=GRAPH_PROMPT_CN if lang == "cn" else GRAPH_PROMPT_EN),
    searcher_cfg=dict(
        llm=llm,
        plugins=plugins,
        template=date,
        output_format=PluginParser(
            template=searcher_system_prompt_cn if lang == "cn" else searcher_system_prompt_en,
            tool_info=get_plugin_prompt(plugins),
        ),
        user_input_template=searcher_input_template_cn
        if lang == "cn"
        else searcher_input_template_en,
        user_context_template=searcher_context_template_cn
        if lang == "cn"
        else searcher_context_template_en,
    ),
    summary_prompt=FINAL_RESPONSE_CN if lang == "cn" else FINAL_RESPONSE_EN,
    max_turn=10,
)

for agent_return in agent("上海今天适合穿什么衣服"):
    pass

print(agent_return.sender)
print(agent_return.content)
print(agent_return.formatted["ref2url"])