feat: Message add the ability to generate key-values based on content

metagpt/schema.py

@@ -18,6 +18,7 @@ from __future__ import annotations
 import asyncio
 import json
 import os.path
+import re
 import uuid
 from abc import ABC
 from asyncio import Queue, QueueEmpty, wait_for
@@ -186,6 +187,14 @@ class Documents(BaseModel):
         return ActionOutput(content=self.model_dump_json(), instruct_content=self)
 
 
+class Resource(BaseModel):
+    """Used by `Message`.`parse_resources`"""
+
+    resource_type: str  # the type of resource
+    value: str  # a string type of resource content
+    description: str  # explanation
+
+
 class Message(BaseModel):
     """list[<role>: <content>]"""
 
@@ -311,6 +320,31 @@ class Message(BaseModel):
             logger.error(f"parse json failed: {val}, error:{err}")
         return None
 
+    async def parse_resources(self, llm: "BaseLLM", key_descriptions: Dict[str, str] = None) -> Dict:
+        if not self.content:
+            return {}
+        content = f"## Original Requirement\n```text\n{self.content}\n```\n"
+        return_format = (
+            "Return a markdown JSON object with:\n"
+            '- a "resources" key contain a list of objects. Each object with:\n'
+            '  - a "resource_type" key explain the type of resource;\n'
+            '  - a "value" key containing a string type of resource content;\n'
+            '  - a "description" key explaining why;\n'
+        )
+        key_descriptions = key_descriptions or {}
+        for k, v in key_descriptions.items():
+            return_format += f'- a "{k}" key containing {v};\n'
+        return_format += '- a "reason" key explaining why;\n'
+        instructions = ['Lists all the resources contained in the "Original Requirement".', return_format]
+        rsp = await llm.aask(msg=content, system_msgs=instructions)
+        pattern = r"```json\s*({[\s\S]*?})\s*```"
+        matches = re.findall(pattern, rsp)
+        if not matches:
+            return {}
+        m = json.loads(matches[0])
+        m["resources"] = [Resource(**i) for i in m.get("resources", [])]
+        return m
+
 
 class UserMessage(Message):
     """便于支持OpenAI的消息

tests/metagpt/test_schema.py

@@ -350,5 +350,47 @@ class TestPlan:
         assert plan.current_task_id == "2"
 
 
+@pytest.mark.parametrize(
+    ("content", "key_descriptions"),
+    [
+        (
+            """
+Traceback (most recent call last):
+  File "/Users/iorishinier/github/MetaGPT/workspace/game_2048_1/game_2048/main.py", line 38, in <module>
+    Main().main()
+  File "/Users/iorishinier/github/MetaGPT/workspace/game_2048_1/game_2048/main.py", line 28, in main
+    self.user_interface.draw()
+  File "/Users/iorishinier/github/MetaGPT/workspace/game_2048_1/game_2048/user_interface.py", line 16, in draw
+    if grid[i][j] != 0:
+TypeError: 'Grid' object is not subscriptable
+        """,
+            {
+                "filename": "the string type of the path name of the source code where the bug resides",
+                "line": "the integer type of the line error occurs",
+                "function_name": "the string type of the function name the error occurs in",
+                "code": "the string type of the codes where the error occurs at",
+                "info": "the string type of the error information",
+            },
+        ),
+        (
+            "将代码提交到github上的iorisa/repo1的branch1分支，发起pull request ，合并到master分支。",
+            {
+                "repo_name": "the string type of github repo to create pull",
+                "head": "the string type of github branch to be pushed",
+                "base": "the string type of github branch to merge the changes into",
+            },
+        ),
+    ],
+)
+async def test_parse_resources(context, content: str, key_descriptions):
+    msg = Message(content=content)
+    llm = context.llm_with_cost_manager_from_llm_config(context.config.llm)
+    result = await msg.parse_resources(llm=llm, key_descriptions=key_descriptions)
+    assert result
+    assert result.get("resources")
+    for k in key_descriptions.keys():
+        assert k in result
+
+
 if __name__ == "__main__":
     pytest.main([__file__, "-s"])