fix: add main.py with task card implementation

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2026-05-26 13:37:14 +03:00
parent 1fa41301c0
commit e3649de283
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"""
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="Freeform 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)}")
"""