Why Buffaly Matters

• Handle complex reasoning.
• Integrate structured and unstructured data sources.
• Execute actions grounded in real-world contexts.

How Buffaly Works

• Structured Ontologies
  ‍Buffaly uses ontologies — graph-based representations of knowledge — to define concepts, relationships, and rules in a precise and transparent manner. This structure provides a foundation for reasoning and decision-making, enabling Buffaly to interpret and act on complex queries with clarity and accuracy.
• ProtoScript
  ‍At the heart of Buffaly lies ProtoScript, a C#-based scripting language designed to create and manipulate ontologies programmatically. ProtoScript allows developers to map natural language inputs into structured actions, bridging the gap between language and execution effortlessly.
  ou might decide to keep using the old embeddings to save on costs. But over time, you miss out on improvements and possibly pay more for less efficient models.
• Dual Learning Modes
  ‍Buffaly handles both structured data (e.g., database schemas) and unstructured data (e.g., emails, PDFs) with equal ease. This dual capability allows Buffaly to populate its knowledge base dynamically, learning incrementally without the need for costly retraining.
  se new embeddings for new documents and keep the old ones for existing data. But now your database is fragmented, and searching across different embedding spaces gets complicated.

What Sets Buffaly Apart?

• Actionability: Translates language into executable actions for real-world systems.
• Dynamic Reasoning: Combines LLM insights with ontology-driven logic for advanced decision-making.
• Industry-Specific Applications: Tailors solutions for sensitive fields, ensuring secure, domain-specific results.

A Glimpse Into the Future