Update Jarvis implement
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+104
-27
@@ -1,10 +1,14 @@
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# pylint:disable=E0402
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from datetime import datetime,timedelta
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from typing import Dict
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import json
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import threading
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from typing import Dict, List
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import sqlite3
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from ..frame.compute_kernel import ComputeKernel
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from ..proto.ai_function import SimpleAIAction
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from ..proto.agent_msg import AgentMsg, AgentMsgType
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from ..proto.agent_task import AgentWorkLog
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from .llm_context import GlobaToolsLibrary
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from .chatsession import AIChatSession
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@@ -16,28 +20,39 @@ logger = logging.getLogger(__name__)
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class AgentMemory:
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def __init__(self,agent_id:str,db_path:str) -> None:
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self.agent_id:str= agent_id
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self.chat_db:str = db_path
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self.memory_db:str = db_path
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self.model_name:str = "gp4-1106-preview"
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self.threshold_hours = 72
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@classmethod
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def register_actions(cls):
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async def action_chatlog_append(parms:Dict):
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memory = parms.get("_memory")
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if memory:
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return await memory.action_chatlog_append(parms)
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chatlog_append_action = SimpleAIAction("chatlog_append","Append request & reply message to chatlog. No params",action_chatlog_append)
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GlobaToolsLibrary.get_instance().register_tool_function(chatlog_append_action,"agent.memory.chatlog.append")
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def _get_conn(self):
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""" get db connection """
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local = threading.local()
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if not hasattr(local, 'conn'):
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local.conn = self._create_connection(self.memory_db)
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return local.conn
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def _create_connection(self, db_file):
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""" create a database connection to a SQLite database """
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conn = None
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try:
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conn = sqlite3.connect(db_file)
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except Error as e:
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logging.error("Error occurred while connecting to database: %s", e)
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return None
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if conn:
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self._create_table(conn)
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return conn
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def get_session_from_msg(self,msg:AgentMsg) -> AIChatSession:
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if msg.msg_type == AgentMsgType.TYPE_GROUPMSG:
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session_topic = msg.target + "#" + msg.topic
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chatsession = AIChatSession.get_session(self.agent_id,session_topic,self.chat_db)
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chatsession = AIChatSession.get_session(self.agent_id,session_topic,self.memory_db)
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else:
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session_topic = msg.get_sender() + "#" + msg.topic
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chatsession = AIChatSession.get_session(self.agent_id,session_topic,self.chat_db)
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chatsession = AIChatSession.get_session(self.agent_id,session_topic,self.memory_db)
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return chatsession
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async def load_chatlogs(self,msg:AgentMsg,n:int=6,m:int=64,token_limit=800)->str:
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@@ -84,19 +99,83 @@ class AgentMemory:
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return histroy_str
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async def action_chatlog_append(self,params:Dict) -> str:
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# 使用params可以得到: LLM Process的输入,LLM Result,基于LLM Result构造的参数,当前actionItem
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input_msg:AgentMsg = params.get("input").get("msg")
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llm_result = params.get("llm_result")
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chatsession = self.get_session_from_msg(input_msg)
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resp_msg = params.get("resp_msg")
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if resp_msg:
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tags = llm_result.raw_result.get("tags")
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chatsession.append(input_msg,tags)
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chatsession.append(resp_msg,tags)
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# async def action_chatlog_append(self,params:Dict) -> str:
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#
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# input_msg:AgentMsg = params.get("input").get("msg")
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# llm_result = params.get("llm_result")
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# chatsession = self.get_session_from_msg(input_msg)
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# resp_msg = params.get("resp_msg")
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# if resp_msg:
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# tags = llm_result.raw_result.get("tags")
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# chatsession.append(input_msg,tags)
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# chatsession.append(resp_msg,tags)
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return "OK"
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# return "OK"
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async def load_worklogs(self,operator_id:str,owner_id:str=None, work_types:List[str]=None,token_limit=800):
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conn = self._get_conn()
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c = conn.cursor()
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query = 'SELECT * FROM worklog WHERE 1=1'
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params = []
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if operator_id is not None:
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query += ' AND operator=?'
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params.append(operator_id)
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if owner_id is not None:
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query += ' AND owner_id=?'
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params.append(owner_id)
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if work_types:
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query += ' AND work_type IN ({})'.format(', '.join('?'*len(work_types)))
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params.extend(work_types)
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query += ' ORDER BY timestamp DESC LIMIT 8'
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c.execute(query, tuple(params))
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rows = c.fetchall()
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conn.close()
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return [self.from_db_row(row) for row in rows]
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def _create_table(self,conn):
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c = conn.cursor()
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c.execute('''
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CREATE TABLE IF NOT EXISTS worklog (
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logid TEXT PRIMARY KEY,
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owner_id TEXT,
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work_type TEXT,
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timestamp REAL,
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content TEXT,
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result TEXT,
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meta TEXT,
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operator TEXT
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)
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''')
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conn.commit()
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conn.close()
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@classmethod
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def from_db_row(self,row):
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log = AgentWorkLog()
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# 这里高度依赖表结构的顺序
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log.logid, log.owner_id, log.work_type, log.timestamp, log.content, log.result, meta_str, log.operator = row
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log.meta = json.loads(meta_str) if meta_str else None
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return log
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async def append_worklog(self,log:AgentWorkLog)->str:
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conn = self._get_conn()
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c = conn.cursor()
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# 将meta字典转换为JSON字符串
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meta_str = json.dumps(log.meta,ensure_ascii=False) if log.meta else None
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c.execute('''
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INSERT INTO worklog (logid, owner_id, work_type, timestamp, content, result, meta, operator)
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VALUES (?, ?, ?, ?, ?, ?, ?, ?)
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''', (log.logid, log.owner_id, log.work_type, log.timestamp, log.content, log.result, meta_str, log.operator))
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conn.commit()
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conn.close()
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async def get_contact_summary(self,contact_id:str) -> str:
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if contact_id is None:
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return None
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@@ -114,8 +193,6 @@ class AgentMemory:
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async def update_sth_summary(self,sth_id:str,summary:str) -> str:
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return None
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async def get_log_summary(self,msg:AgentMsg) -> str:
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return None
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