Visus

Ansy is a GPT-3 driven Discord bot designed to automate common queries, potentially saving moderators up to three hours weekly. It provides answers when tagged or when a user reacts with a ❓ emoji, while constantly learning from user interactions and feedback. The bot is capable of reading messages in all public channels, with all data being securely encrypted.

MiniGPT-4 is an instrument that improves vision-language comprehension by merging a fixed visual encoder with a fixed large language model (LLM) through a single projection layer. It can produce comprehensive image descriptions, convert handwritten drafts into websites, compose stories and poems based on provided images, offer solutions to issues presented in images, and instruct users on cooking from photographs of food. MiniGPT-4 is notably computationally efficient, needing only the training of the linear layer to align visual features with Vicuna using around 5 million aligned image-text pairs.

Teamsync Software Inc.'s Twig AI tool assists customer support agents in responding promptly and precisely to customer queries. It reviews all of the company's documentation, knowledge bases, and previous support tickets, offering suggested responses with citations to maintain accuracy. Furthermore, it utilizes sentiment analysis to help agents identify potential risks in their responses. Lastly, Twig integrates with widely-used documentation and knowledge base products and anonymizes any personal identifiable information (PII) data.