Content Generator - HR Example

import requests
from typing import Dict, Any, List

class AdsService:
    def __init__(self, api_key: str):
        self.api_key = api_key
        self.headers = {
            "Authorization": f"Bearer {api_key}",
            "Content-Type": "application/json"
        }

        # API configuration
        self.chat_url = "https://paradigm.lighton.ai/api/v2/chat/completions"
        self.model = "alfred-ft5"
        self.max_tokens = 2000
        self.temperature = 0.7  # Creative but consistent

def _create_prompt(self, job_data: Dict[str, Any]) -> str:
    """
    Create prompt for job ad generation.

    Args:
        job_data: Dictionary containing job information

    Returns:
        Formatted prompt string
    """
    # Extract job data
    job_title = job_data.get('jobTitle', '')
    department = job_data.get('department', '')
    contract_type = job_data.get('contractType', '')
    experience = job_data.get('experience', '')
    salary_min = job_data.get('salaryMin', '')
    salary_max = job_data.get('salaryMax', '')
    benefits = job_data.get('benefits', [])
    job_description = job_data.get('jobDescription', '')
    language = job_data.get('language', 'English')

    # Job ad template
    template = """
**[JOB TITLE]**

**Department: [DEPARTMENT]**
**Contract: [CONTRACT_TYPE]**
**Experience: [EXPERIENCE]**
**Salary: [SALARY_RANGE]**

**Job Description:**
[Detailed and engaging description of the position]

**Key Responsibilities:**
- [Responsibility 1]
- [Responsibility 2]
- [Responsibility 3]

**Required Qualifications:**
- [Qualification 1]
- [Qualification 2]
- [Qualification 3]

**Benefits & Perks:**
[List of benefits]

**Why Join Us:**
[Compelling reasons to join]

**How to Apply:**
[Call to action]
"""

    # Build the prompt
    prompt = f"""You are a professional job offer generator. Use this template:

TEMPLATE:
{template}

JOB INFORMATION:
- Job Title: {job_title}
- Department: {department}
- Contract Type: {contract_type}
- Experience Level: {experience}"""

    if salary_min and salary_max:
        prompt += f"\n- Salary Range: {salary_min}€ - {salary_max}€"
    elif salary_min:
        prompt += f"\n- Minimum Salary: {salary_min}€"

    if benefits:
        prompt += f"\n- Benefits: {', '.join(benefits)}"

    if job_description:
        prompt += f"\n- Additional Context: {job_description}"

    prompt += f"""

INSTRUCTIONS:
1. Write the entire job ad in {language}
2. Translate ALL section titles to {language}
3. Replace all [PLACEHOLDERS] with actual information
4. Create an engaging and attractive job posting
5. Use a professional yet warm tone
6. Emphasize career growth and company culture
7. End with a compelling call to action

Generate the complete job offer in {language}:"""

    return prompt

def generate_job_ad(self, job_data: Dict[str, Any]) -> str:
    """
    Generate a job offer advertisement.

    Args:
        job_data: Dictionary containing:
            - jobTitle: Job title (required)
            - department: Department name (required)
            - contractType: Contract type (required)
            - experience: Experience level (required)
            - salaryMin: Minimum salary (optional)
            - salaryMax: Maximum salary (optional)
            - benefits: List of benefits (optional)
            - jobDescription: Additional context (optional)
            - language: Output language (default: English)

    Returns:
        Generated job advertisement as string
    """
    # Validate required fields
    is_valid, error = self.validate_job_data(job_data)
    if not is_valid:
        raise ValueError(error)

    # Create prompt
    prompt = self._create_prompt(job_data)

    payload = {
        "model": self.model,
        "messages": [
            {"role": "user", "content": prompt}
        ],
        "max_tokens": self.max_tokens,
        "temperature": self.temperature
    }

    try:
        response = requests.post(
            self.chat_url,
            headers=self.headers,
            json=payload,
            timeout=150
        )

        if response.status_code == 200:
            data = response.json()
            if "choices" in data and data["choices"]:
                return data["choices"][0]["message"]["content"]
            else:
                return self._generate_fallback_ad(job_data)
        else:
            return self._generate_fallback_ad(job_data)

    except Exception as e:
        return self._generate_fallback_ad(job_data)

def validate_job_data(self, data: Dict[str, Any]) -> tuple:
    """
    Validate job data before generation.

    Args:
        data: Job data to validate

    Returns:
        Tuple of (is_valid, error_message)
    """
    required_fields = ['jobTitle', 'department', 'contractType', 'experience']

    for field in required_fields:
        if not data.get(field):
            return False, f'The field {field} is required'

    # Validate salary
    if data.get('salaryMin'):
        try:
            salary_min = float(data['salaryMin'])
            if salary_min < 0:
                return False, 'Minimum salary must be >= 0'
        except ValueError:
            return False, 'Minimum salary must be a valid number'

    if data.get('salaryMax'):
        try:
            salary_max = float(data['salaryMax'])
            if salary_max < 0:
                return False, 'Maximum salary must be >= 0'

            if data.get('salaryMin'):
                if salary_max < float(data['salaryMin']):
                    return False, 'Maximum salary must be > minimum salary'
        except ValueError:
            return False, 'Maximum salary must be a valid number'

    return True, ""

def _generate_fallback_ad(self, job_data: Dict[str, Any]) -> str:
    """Generate fallback ad when API fails."""
    job_title = job_data.get('jobTitle', 'Position')
    department = job_data.get('department', 'General')
    contract_type = job_data.get('contractType', 'Full-time')
    experience = job_data.get('experience', 'Not specified')
    salary_min = job_data.get('salaryMin', '')
    salary_max = job_data.get('salaryMax', '')
    benefits = job_data.get('benefits', [])

    # Format salary
    salary_range = ""
    if salary_min and salary_max:
        salary_range = f"{int(float(salary_min)):,}€ - {int(float(salary_max)):,}€"
    elif salary_min:
        salary_range = f"From {int(float(salary_min)):,}€"

    ad = f"""**{job_title}**

**Department:** {department}
**Contract Type:** {contract_type}
**Experience Level:** {experience}"""

    if salary_range:
        ad += f"\n**Salary:** {salary_range}"

    ad += f"""

**Job Description:**
We are seeking a talented professional for our {job_title} position in the {department} department.

**Key Responsibilities:**
- Lead and execute key initiatives
- Collaborate with cross-functional teams
- Drive innovation and continuous improvement

**Required Qualifications:**
- {experience} of relevant experience
- Strong problem-solving skills
- Excellent communication abilities"""

    if benefits:
        ad += "\n\n**Benefits & Perks:**"
        for benefit in benefits:
            ad += f"\n- {benefit}"

    ad += """

**Why Join Us:**
- Work on impactful projects
- Collaborative work environment
- Professional development opportunities

**How to Apply:**
Submit your application and join our team!"""

    return ad

# Initialize service
ads = AdsService(api_key="your-api-key")

# Define job data
job_data = {
    'jobTitle': 'Senior Software Engineer',
    'department': 'Engineering',
    'contractType': 'CDI',  # Permanent contract
    'experience': '5+ years',
    'salaryMin': '55000',
    'salaryMax': '75000',
    'benefits': [
        'Remote work options',
        'Health insurance',
        'Stock options',
        '25 days vacation',
        'Learning budget'
    ],
    'jobDescription': 'Join our AI team to build next-generation NLP products. You will work on cutting-edge language models and help shape our technical roadmap.',
    'language': 'English'
}

# Generate the job ad
job_ad = ads.generate_job_ad(job_data)
print(job_ad)

# Generate in French
job_data['language'] = 'French'
job_ad_fr = ads.generate_job_ad(job_data)
print("\n--- French Version ---\n")
print(job_ad_fr)

from flask import Blueprint, request, jsonify

ads_bp = Blueprint('ads', __name__)
ads_service = None

def init_ads_service(api_key: str):
    global ads_service
    ads_service = AdsService(api_key)

@ads_bp.route('/generate', methods=['POST'])
def generate_ad():
    """Generate a job advertisement."""
    data = request.json

    # Validate
    is_valid, error = ads_service.validate_job_data(data)
    if not is_valid:
        return jsonify({'error': error}), 400

    # Generate
    job_ad = ads_service.generate_job_ad(data)

    return jsonify({
        'ad': job_ad,
        'status': 'success'
    })

@ads_bp.route('/validate', methods=['POST'])
def validate():
    """Validate job data before generation."""
    data = request.json
    is_valid, error = ads_service.validate_job_data(data)

    return jsonify({
        'valid': is_valid,
        'error': error if not is_valid else None
    })