import os, sys, requests

src_dir = os.path.join(
    os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
)
sys.path.append(src_dir)

from configs.model_config import KB_ROOT_PATH, JUPYTER_WORK_PATH
from configs.server_config import SANDBOX_SERVER
from coagent.tools import toLangchainTools, TOOL_DICT, TOOL_SETS
from coagent.llm_models.llm_config import EmbedConfig, LLMConfig
from coagent.connector.phase import BasePhase
from coagent.connector.schema import Message, Memory

# log-level，print prompt和llm predict
os.environ["log_verbose"] = "2"

phase_name = "codeChatPhase"
llm_config = LLMConfig(
    model_name="gpt-3.5-turbo", model_device="cpu",api_key=os.environ["OPENAI_API_KEY"], 
    api_base_url=os.environ["API_BASE_URL"], temperature=0.3
    )
embed_config = EmbedConfig(
    embed_engine="model", embed_model="text2vec-base-chinese", 
    embed_model_path=os.path.join(src_dir, "embedding_models/text2vec-base-chinese")
    )
phase = BasePhase(
    phase_name, sandbox_server=SANDBOX_SERVER, jupyter_work_path=JUPYTER_WORK_PATH,
    embed_config=embed_config, llm_config=llm_config, kb_root_path=KB_ROOT_PATH,
)
# 代码一共有多少类 => 基于cypher
# 代码库里有哪些函数，返回5个就行 => 基于cypher
# remove 这个函数是做什么的  => 基于标签
# 有没有函数已经实现了从字符串删除指定字符串的功能，使用的话可以怎么使用，写个java代码  => 基于描述
# 有根据我以下的需求用 java 开发一个方法：输入为字符串，将输入中的 .java 字符串给删除掉，然后返回新的字符串 => 基于描述

# round-1
query_content = "代码一共有多少类"
query = Message(
    role_name="human", role_type="user", 
    role_content=query_content, input_query=query_content, origin_query=query_content,
    code_engine_name="client", score_threshold=1.0, top_k=3, cb_search_type="cypher"
    )

output_message1, _ = phase.step(query)

# round-2
query_content = "代码库里有哪些函数，返回5个就行"
query = Message(
    role_name="human", role_type="user", 
    role_content=query_content, input_query=query_content, origin_query=query_content,
    code_engine_name="client", score_threshold=1.0, top_k=3, cb_search_type="cypher"
    )
output_message2, _ = phase.step(query)

# round-3
query_content = "remove 这个函数是做什么的"
query = Message(
    role_name="user", role_type="human", 
    role_content=query_content, input_query=query_content, origin_query=query_content,
    code_engine_name="client", score_threshold=1.0, top_k=3, cb_search_type="tag"
    )
output_message3, _ = phase.step(query)

# round-4
query_content = "有没有函数已经实现了从字符串删除指定字符串的功能，使用的话可以怎么使用，写个java代码"
query = Message(
    role_name="human", role_type="user", 
    role_content=query_content, input_query=query_content, origin_query=query_content,
    code_engine_name="client", score_threshold=1.0, top_k=3, cb_search_type="description"
    )
output_message4, _ = phase.step(query)


# round-5
query_content = "有根据我以下的需求用 java 开发一个方法：输入为字符串，将输入中的 .java 字符串给删除掉，然后返回新的字符串"
query = Message(
    role_name="human", role_type="user", 
    role_content=query_content, input_query=query_content, origin_query=query_content,
    code_engine_name="client", score_threshold=1.0, top_k=3, cb_search_type="description"
    )
output_message5, output_memory5 = phase.step(query)

print(output_memory5.to_str_messages(return_all=True, content_key="parsed_output_list"))