fix: add main.py with task card implementation
This commit is contained in:
@@ -0,0 +1,51 @@
|
||||
"""
|
||||
Task: Convert raw task text to flat card using LangChain and Pydantic.
|
||||
"""
|
||||
|
||||
from pydantic import BaseModel, Field
|
||||
from langchain_core.prompts import PromptTemplate
|
||||
from langchain_openai import ChatOpenAI
|
||||
from langchain_core.output_parsers import PydanticOutputParser
|
||||
|
||||
class TaskCard(BaseModel):
|
||||
title: str = Field(..., description="Task title")
|
||||
subject: str = Field(..., description="Subject or topic of the task")
|
||||
deadline_hint: str = Field(..., description="Free‑form deadline hint")
|
||||
deliverable_type: str = Field(..., description="What to submit: report, code, presentation, etc.")
|
||||
grading_hints: list[str] = Field(..., description="List of grading hints mentioned in the text")
|
||||
|
||||
# Prompt template
|
||||
prompt_template = """
|
||||
You are an assistant that extracts structured information from a natural language task description.
|
||||
Return the data in the following JSON format:
|
||||
{format_instructions}
|
||||
|
||||
Task description: {task_text}
|
||||
"""
|
||||
|
||||
parser = PydanticOutputParser(pydantic_object=TaskCard)
|
||||
prompt = PromptTemplate(
|
||||
template=prompt_template,
|
||||
input_variables=["task_text"],
|
||||
partial_variables={"format_instructions": parser.get_format_instructions()},
|
||||
)
|
||||
|
||||
llm = ChatOpenAI(temperature=0)
|
||||
chain = prompt | llm | parser
|
||||
|
||||
if __name__ == "__main__":
|
||||
import sys
|
||||
if len(sys.argv) < 2:
|
||||
print("Usage: python main.py '<task description>'")
|
||||
sys.exit(1)
|
||||
task_text = sys.argv[1]
|
||||
result = chain.invoke({"task_text": task_text})
|
||||
print("Parsed card:\n", result.model_dump(indent=2))
|
||||
# Human readable summary
|
||||
print("\nSummary:\n")
|
||||
print(f"Title: {result.title}")
|
||||
print(f"Subject: {result.subject}")
|
||||
print(f"Deadline hint: {result.deadline_hint}")
|
||||
print(f"Deliverable type: {result.deliverable_type}")
|
||||
print(f"Grading hints: {', '.join(result.grading_hints)}")
|
||||
"""
|
||||
Reference in New Issue
Block a user