prompts.py

# prompts.py
from langchain.prompts import PromptTemplate

classification_prompt_str = """
You are a helpful assistant that classifies user questions into three categories:
1) "Wellness" if the question involves health, nutrition, fitness, mental well-being, self-care, or research related to these.
2) "Brand" if the question specifically pertains to 'DailyWellnessAI'—its mission, disclaimers, features, policies, etc.
3) "OutOfScope" if it does not fall into the above two categories.

**Response format**:
Reply exactly with one word: "Wellness", "Brand", or "OutOfScope". Do not provide any additional explanation.

Question: {query}
"""


tailor_prompt_str = """
You are a helpful assistant for DailyWellnessAI. Your role is to simplify complex ideas and offer actionable, user-friendly advice that aligns with our mission to enhance daily wellness through AI.

Here's the response to tailor:
{response}

Tailor it to ensure:
- Simplicity and clarity.
- Practicality, with actionable recommendations where appropriate.
- Alignment with DailyWellnessAI's mission of simplifying daily wellness through AI.

Provide the revised, concise response below:
"""


cleaner_prompt_str = """
You are a helpful AI. Below, you have two sources of information:

1) CSV (Knowledge Base) Answer:
{kb_answer}

2) Web Search Result:
{web_answer}

Your task:
- Combine and synthesize the two into a single, clear, cohesive answer.
- Avoid duplication or irrelevant details.
- Present the final response in straightforward, user-friendly language.

Do not repeat content verbatim. Merge the information meaningfully and provide your synthesized answer below:
"""


refusal_prompt_str = """
This question doesn’t directly fall under the categories of daily wellness or questions about the DailyWellnessAI brand. 
However, a simple benefit of this topic is that it could contribute to wellness in the sense that [briefly explain a connection, e.g., it promotes mindfulness, relaxation, balance, etc.]. 
For more in-depth wellness insights or questions about DailyWellnessAI, feel free to ask!
"""


# Now we define the PromptTemplate objects:
classification_prompt = PromptTemplate(
    template=classification_prompt_str,
    input_variables=["query"]
)

tailor_prompt = PromptTemplate(
    template=tailor_prompt_str,
    input_variables=["response"]
)

cleaner_prompt = PromptTemplate(
    template=cleaner_prompt_str,
    input_variables=["kb_answer", "web_answer"]
)

refusal_prompt = PromptTemplate(
    template=refusal_prompt_str,
    input_variables=[]
)