We are excited to introduce Fiorino.AI, an open-source solution designed to enable SaaS services using Large Language Models (LLMs) to efficiently track costs, monitor usage, and bill customers.

• Open Source: Encourages community adoption and collaboration.
• Flexible Integration: Supports various LLM services and models.
• Detailed Tracking: Anonymous user-specific metrics and cost tracking.
• Modular Billing: Integration with billing systems (e.g., Stripe) for direct user billing.
• Privacy-First: Uses anonymous IDs to protect user privacy.
• Scalable Architecture: Designed to handle multiple realms without performance degradation.
• Audit and Compliance: Comprehensive audit trails for each realm.
• Usage Limits: Set and monitor usage limits per user or subscription tier. Get alerts when users approach their quota.
• Custom Insights: Tag LLM interactions with your business metrics. Track costs by feature, action, or any custom dimension. Transform raw usage data into meaningful business intelligence.
• AI Cost Analyst: Chat with your usage data through our AI assistant. Get instant insights, cost optimization suggestions, and usage patterns in natural language. Your personal AI consultant for LLM economics.

1. Message Processing: Receive and analyze user messages and LLM responses.
2. Usage Metrics: Track token usage and associated costs per user.
3. Cost Management: Maintain a database of LLM model costs with customizable overhead.
4. Billing Integration: Seamless integration with Stripe for usage-based billing.

We are always looking for contributions and feedback from the community. If you're interested in contributing to Fiorino.AI, please check out our CONTRIBUTING.md for more details on how to get involved.

For questions, suggestions, or collaborations, feel free to open a discussion.

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