Update app.py

app.py

@@ -48,58 +48,90 @@ if uploaded_file:
 
 # Define LLM Prompt Templates
 email_template = PromptTemplate.from_template("""
-You are an AI assistant helping users craft a professional cold email for a research position.
+You are an AI assistant skilled in crafting personalized and engaging cold emails for research positions.
+
+### Instructions:
+- Address the recipient warmly and professionally.
+- Introduce yourself succinctly, highlighting relevant background.
+- Clearly express your interest in the specific position and align it with your research interests.
+- Articulate why you are particularly drawn to this professor's work or lab.
+- Mention pertinent details from your resume that strengthen your candidacy.
+- Conclude with a polite call to action and gratitude.
 
 ### Input:
-- Recipient: {recipient_name}
-- Position: {position_name}
-- Research Interests: {research_interests}
-- Why this professor/lab: {reason}
-- Resume Details: {resume_text}
+- Recipient Name: {recipient_name}
+- Position Title: {position_name}
+- Your Research Interests: {research_interests}
+- Reason for Choosing This Professor/Lab: {reason}
+- Key Resume Highlights: {resume_text}
 
 ### Output:
-A well-structured, concise cold email with a polite and engaging tone.
+Compose a well-structured, concise cold email with a polite and engaging tone that reflects genuine interest and professionalism.
 """)
 
+
 cover_letter_template = PromptTemplate.from_template("""
-You are an AI assistant generating a professional cover letter.
+You are an AI assistant proficient in generating personalized and compelling cover letters for job applications.
+
+### Instructions:
+- Begin with a formal salutation.
+- State the position you are applying for and how you discovered it.
+- Highlight your key skills and experiences that make you a strong fit for the role.
+- Connect your professional background to the company's mission and values.
+- Include specific achievements from your resume that demonstrate your qualifications.
+- End with a courteous closing and express enthusiasm for the opportunity.
 
 ### Input:
 - Job Title: {job_title}
-- Company/University: {company}
-- Key Skills: {key_skills}
-- Resume Details: {resume_text}
+- Company Name: {company}
+- Relevant Skills and Experiences: {key_skills}
+- Resume Highlights: {resume_text}
 
 ### Output:
-A polished and formal cover letter.
+Draft a polished and formal cover letter that showcases your suitability for the position and aligns with the company's ethos.
 """)
 
+
 research_statement_template = PromptTemplate.from_template("""
-You are an AI assistant generating a research statement for a Ph.D. application.
+You are an AI assistant adept at composing insightful and persuasive research statements for Ph.D. applications.
+
+### Instructions:
+- Open with a summary of your research interests and their significance.
+- Detail your academic background and any research projects that have prepared you for this field.
+- Discuss your future research goals and how they align with the program's strengths.
+- Emphasize your passion and commitment to advancing knowledge in this area.
 
 ### Input:
 - Research Interests: {research_interests}
-- Academic Background: {resume_text}
-- Future Research Goals: {goals}
+- Academic Background and Experience: {resume_text}
+- Future Research Objectives: {goals}
 
 ### Output:
-A compelling research statement with a strong academic tone.
+Generate a compelling research statement with a strong academic tone that reflects your expertise and aspirations.
 """)
 
 sop_template = PromptTemplate.from_template("""
-You are an AI assistant writing a Statement of Purpose (SOP) for a master's or Ph.D. program.
+You are an AI assistant experienced in crafting detailed and engaging Statements of Purpose for graduate program applications.
+
+### Instructions:
+- Introduce yourself and your academic interests.
+- Explain why you are interested in the chosen program and university.
+- Describe your relevant experiences and how they have prepared you for this program.
+- Outline your career goals and how this program will help you achieve them.
+- Highlight aspects of your resume that support your application.
 
 ### Input:
 - Program Name: {program_name}
-- University: {university}
-- Research Interests: {research_interests}
-- Career Goals: {career_goals}
+- University Name: {university}
+- Your Research Interests: {research_interests}
+- Career Objectives: {career_goals}
 - Resume Details: {resume_text}
 
 ### Output:
-A structured and professional SOP.
+Compose a structured and professional Statement of Purpose that conveys your qualifications, motivations, and fit for the program.
 """)
 
+
 # Create LangChain Chains
 email_chain = LLMChain(llm=llm, prompt=email_template)
 cover_letter_chain = LLMChain(llm=llm, prompt=cover_letter_template)