Subatomic Agents API

Subatomic Agents is a modular, enterprise-grade AI framework by Subatomic for automating and scaling business intelligence workflows using agent-based architectures.

This package provides the Sales Proposal Agent, which transforms meeting transcripts and summaries into structured, client-ready sales proposals.

🚀 Features

• Includes the Sales Proposal Agent for generating structured, client-ready proposals from meeting inputs

📆 Installation

Install via PyPI:

pip install subatomic-agents

🧠 Usage

from subatomic_agents.sales_proposal.services.agentic_generator import sales_proposal_agentic_generator

result = sales_proposal_agentic_generator(
    query = """
    Please, create a Sales Proposal with these guidelines:
    Meeting Summary URLs (and file types): https://example.com (pdf)
    Meeting Transcript URL (and file type): https://example2.com (pdf)
    """
)

print(f"FINAL RESULT => {result}")

📂 Output

Returns a structured JSON dictionary representing the sales proposal (excluding internal vector data).
The result is also saved to sales_proposal_{id}.pdf and sales_proposal_{id}.docx.

➕ Extending the Framework

This framework is modular and designed for easy extension:

• Add new agents in agents/
• Define prompt strategies in factories/
• Extend the generation flow via SalesProposalGeneratorService

🧪 Requirements

• Python 3.9+
• Compatible with uv, pip, or poetry-based environments

👥 Authors

*Built by Subatomic

• *Karl Simon · karl@getsubatomic.ai
• *Aaron Sosa · wilfredo@getsubatomic.ai