Automorphic
Automorphic is a powerful AI tool called Conduit that revolutionizes language models by infusing them with knowledge. It addresses the limitations of prompt stuffing by allowing fine-tuning of language models, training adapters for specific behaviors or knowledge, and dynamically combining them. With human-in-the-loop feedback and streamlined model deployment, Conduit facilitates rapid iteration on models.
Conduit continuously updates language models based on user feedback and manual labeling, ensuring high performance and deployment efficiency. It enables quick loading and stacking of fine-tuned adapters, thanks to its compatibility with the OpenAI API. This seamless integration allows users to easily incorporate Conduit into their existing codebase.
The Automorphic Hub serves as a platform where publicly shared models, trained and enhanced using Automorphic, are made available for inference. Users can access these models through the hub, leveraging them for their own applications and benefiting from the knowledge infused into them.
In addition to Conduit, Automorphic offers TREX, a versatile tool that converts unstructured data into a structured format of the user’s choice. Whether it’s JSON, XML, YAML, or any other format defined by a regular expression or context-free grammar, TREX provides a highly customizable alternative to OpenAI’s functions.
To safeguard language models and users from adversarial attacks, Automorphic provides Aegis, a robust firewall tool. Aegis defends against prompt injections, prompt and personal identifiable information (PII) leakage, and toxic language. By continuously learning from usage, Aegis enhances its detection capabilities over time, ensuring the utmost protection.
