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https://github.com/FoundationAgents/MetaGPT.git
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commit
cf365c8e82
20 changed files with 464 additions and 24 deletions
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@ -33,7 +33,7 @@ class Environment(BaseModel):
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Add a role in the current environment
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"""
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role.set_env(self)
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self.roles[role.profile] = role
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self.roles[str(role._setting)] = role
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def add_roles(self, roles: Iterable[Role]):
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"""增加一批在当前环境的角色
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@ -72,8 +72,8 @@ class Environment(BaseModel):
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"""
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return self.roles
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def get_role(self, name: str) -> Role:
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def get_role(self, role_setting: str) -> Role:
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"""获得环境内的指定角色
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get all the environment roles
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"""
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return self.roles.get(name, None)
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return self.roles.get(role_setting, None)
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@ -42,21 +42,21 @@ class LongTermMemory(Memory):
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# and ignore adding messages from recover repeatedly
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self.memory_storage.add(message)
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def remember(self, observed: list[Message], k=0) -> list[Message]:
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def find_news(self, observed: list[Message], k=0) -> list[Message]:
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"""
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remember the most similar k memories from observed Messages, return all when k=0
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1. remember the short-term memory(stm) news
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2. integrate the stm news with ltm(long-term memory) news
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find news (previously unseen messages) from the the most recent k memories, from all memories when k=0
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1. find the short-term memory(stm) news
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2. furthermore, filter out similar messages based on ltm(long-term memory), get the final news
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"""
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stm_news = super(LongTermMemory, self).remember(observed, k=k) # shot-term memory news
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stm_news = super(LongTermMemory, self).find_news(observed, k=k) # shot-term memory news
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if not self.memory_storage.is_initialized:
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# memory_storage hasn't initialized, use default `remember` to get stm_news
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# memory_storage hasn't initialized, use default `find_news` to get stm_news
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return stm_news
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ltm_news: list[Message] = []
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for mem in stm_news:
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# integrate stm & ltm
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mem_searched = self.memory_storage.search(mem)
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# filter out messages similar to those seen previously in ltm, only keep fresh news
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mem_searched = self.memory_storage.search_dissimilar(mem)
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if len(mem_searched) > 0:
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ltm_news.append(mem)
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return ltm_news[-k:]
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@ -63,8 +63,8 @@ class Memory:
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"""Return the most recent k memories, return all when k=0"""
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return self.storage[-k:]
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def remember(self, observed: list[Message], k=0) -> list[Message]:
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"""remember the most recent k memories from observed Messages, return all when k=0"""
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def find_news(self, observed: list[Message], k=0) -> list[Message]:
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"""find news (previously unseen messages) from the the most recent k memories, from all memories when k=0"""
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already_observed = self.get(k)
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news: list[Message] = []
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for i in observed:
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@ -74,7 +74,7 @@ class MemoryStorage(FaissStore):
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self.persist()
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logger.info(f"Agent {self.role_id}'s memory_storage add a message")
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def search(self, message: Message, k=4) -> List[Message]:
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def search_dissimilar(self, message: Message, k=4) -> List[Message]:
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"""search for dissimilar messages"""
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if not self.store:
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return []
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@ -137,6 +137,11 @@ class Role:
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"""Get the role description (position)"""
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return self._setting.profile
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@property
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def name(self):
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"""Get the role name"""
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return self._setting.name
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def _get_prefix(self):
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"""Get the role prefix"""
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if self._setting.desc:
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@ -185,9 +190,13 @@ class Role:
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observed = self._rc.env.memory.get_by_actions(self._rc.watch)
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self._rc.news = self._rc.memory.remember(observed) # remember recent exact or similar memories
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self._rc.news = self._rc.memory.find_news(observed) # find news (previously unseen messages) from observed messages
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for i in env_msgs:
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if i.restricted_to != "" and self.profile not in i.restricted_to and self.name not in i.restricted_to:
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# if the msg is not send to the whole audience ("") nor this role (self.profile or self.name),
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# then this role should not be able to receive it and record it into its memory
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continue
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self.recv(i)
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news_text = [f"{i.role}: {i.content[:20]}..." for i in self._rc.news]
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@ -29,6 +29,7 @@ class Message:
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cause_by: Type["Action"] = field(default="")
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sent_from: str = field(default="")
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send_to: str = field(default="")
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restricted_to: str = field(default="")
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def __str__(self):
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# prefix = '-'.join([self.role, str(self.cause_by)])
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