1. 动作优化

1. SummarizeCode动作：用于基于代码进行总结，思考bug、逻辑、todo
  2. CodeReview动作优化：目前强制要求回答问题，有更高的成功率了
2. 数据结构
  1. Document的标准化：Env->Repo->Document，其中Document/Asset/Code都只用Document
    1. 原用于检索的Document改为IndexableDocument
  2. Repo结构引入：用于Document装载与元数据装载
  3. RepoParser引入：写了一个简单的AST parser（后续可能要换tree-sitter），给出了整库symbol
3. 配置优化
  1. 默认更换为gpt-4-1106-preview，以获得最好的效果与成本
  2. 提供~/.metagpt作为配置最高优先级目录，从中读取config.yaml
  3. workspace可以灵活指定了，在config中配置
4. metagpt作为默认命令行，而非python startup.py
  1. 使用新的METAGPT_ROOT生成方式，而非寻找git，以便cli安装
  2. 命令行由fire换为了typer，它会带来相对更好的体验
  3. project_name可以灵活指定了，在metagpt命令行输入中配置
5. 其他
  1. BossRequirement -> UserRequirement
  2. 大量错误文本的修正，增加了可读性
  3. 中量提示词优化，稍微提升了一些准确率
  4. 暂时屏蔽了LongtermMemory相关逻辑，这个逻辑底层调用了langchain的FAISS，会带来~5秒加载耗时
  5. 修复了安装包中的部分描述错误

examples/agent_creator.py

@@ -5,13 +5,14 @@ Author: garylin2099
 '''
 import re
 
-from metagpt.const import PROJECT_ROOT, WORKSPACE_ROOT
+from metagpt.const import METAGPT_ROOT
+from metagpt.config import CONFIG
 from metagpt.actions import Action
 from metagpt.roles import Role
 from metagpt.schema import Message
 from metagpt.logs import logger
 
-with open(PROJECT_ROOT / "examples/build_customized_agent.py", "r") as f:
+with open(METAGPT_ROOT / "examples/build_customized_agent.py", "r") as f:
     # use official example script to guide AgentCreator
     MULTI_ACTION_AGENT_CODE_EXAMPLE = f.read()
 
@@ -49,7 +50,7 @@ class CreateAgent(Action):
         pattern = r'```python(.*)```'
         match = re.search(pattern, rsp, re.DOTALL)
         code_text = match.group(1) if match else ""
-        with open(WORKSPACE_ROOT / "agent_created_agent.py", "w") as f:
+        with open(CONFIG.workspace_path / "agent_created_agent.py", "w") as f:
             f.write(code_text)
         return code_text
 

examples/debate.py

@@ -8,7 +8,7 @@ import platform
 import fire
 
 from metagpt.team import Team
-from metagpt.actions import Action, BossRequirement
+from metagpt.actions import Action, UserRequirement
 from metagpt.roles import Role
 from metagpt.schema import Message
 from metagpt.logs import logger
@@ -49,7 +49,7 @@ class Debator(Role):
     ):
         super().__init__(name, profile, **kwargs)
         self._init_actions([SpeakAloud])
-        self._watch([BossRequirement, SpeakAloud])
+        self._watch([UserRequirement, SpeakAloud])
         self.name = name
         self.opponent_name = opponent_name
 

examples/sk_agent.py

@@ -13,7 +13,7 @@ from semantic_kernel.planning import SequentialPlanner
 # from semantic_kernel.planning import SequentialPlanner
 from semantic_kernel.planning.action_planner.action_planner import ActionPlanner
 
-from metagpt.actions import BossRequirement
+from metagpt.actions import UserRequirement
 from metagpt.const import SKILL_DIRECTORY
 from metagpt.roles.sk_agent import SkAgent
 from metagpt.schema import Message
@@ -39,7 +39,7 @@ async def basic_planner_example():
     role.import_semantic_skill_from_directory(SKILL_DIRECTORY, "WriterSkill")
     role.import_skill(TextSkill(), "TextSkill")
     # using BasicPlanner
-    await role.run(Message(content=task, cause_by=BossRequirement))
+    await role.run(Message(content=task, cause_by=UserRequirement))
 
 
 async def sequential_planner_example():
@@ -53,7 +53,7 @@ async def sequential_planner_example():
     role.import_semantic_skill_from_directory(SKILL_DIRECTORY, "WriterSkill")
     role.import_skill(TextSkill(), "TextSkill")
     # using BasicPlanner
-    await role.run(Message(content=task, cause_by=BossRequirement))
+    await role.run(Message(content=task, cause_by=UserRequirement))
 
 
 async def basic_planner_web_search_example():
@@ -64,7 +64,7 @@ async def basic_planner_web_search_example():
     role.import_skill(SkSearchEngine(), "WebSearchSkill")
     # role.import_semantic_skill_from_directory(skills_directory, "QASkill")
 
-    await role.run(Message(content=task, cause_by=BossRequirement))
+    await role.run(Message(content=task, cause_by=UserRequirement))
 
 
 async def action_planner_example():
@@ -75,7 +75,7 @@ async def action_planner_example():
     role.import_skill(TimeSkill(), "time")
     role.import_skill(TextSkill(), "text")
     task = "What is the sum of 110 and 990?"
-    await role.run(Message(content=task, cause_by=BossRequirement))  # it will choose mathskill.Add
+    await role.run(Message(content=task, cause_by=UserRequirement))  # it will choose mathskill.Add
 
 
 if __name__ == "__main__":