nodes/title_generator.py

from typing import Dict, Any
from langchain_core.prompts import ChatPromptTemplate
from langsmith.run_helpers import traceable

patent_title_prompt = ChatPromptTemplate.from_messages([
    ("system", """
You are a patent attorney drafting formal, concise patent titles.

Guidelines:
- Focus on the key technical aspect of the invention.
- Use terms like "System", "Method", "Apparatus", etc.
- Do NOT use marketing terms (e.g., "novel", "innovative", "unraveling", "unveiling").
- Max 15 words.
"""),
    ("user", """
Generate a formal patent title for the following invention:

Invention Topic:
{topic}

Research Summary:
{research_results}
""")
])

@traceable(name="patent_title_node")
def generate_patent_title(state: Dict[str, Any], llm) -> Dict[str, Any]:
    title_chain = patent_title_prompt | llm

    title = title_chain.invoke({
        "topic": state["topic"],
        "research_results": state["research_results"]
    })

    state["title"] = title
    return state