IMMA (Interactive Multi-Modal Memory Agent) is a modular framework designed to enhance conversational AI with persistent memory. It encodes text, image, and other data from past interactions into an efficient memory store, performs semantic retrieval to provide relevant context during new dialogues, and applies summarization and filtering techniques to maintain coherence. IMMA’s APIs enable developers to define custom memory insertion and retrieval policies, integrate multi-modal embeddings, and fine-tune the agent for domain-specific tasks. By managing long-term user context, IMMA supports use cases that require continuity, personalization, and multi-turn reasoning over extended sessions.

ModernMate is an innovative AI-driven social network that allows users to create, customize, and share chatbots. These chatbots come with distinct personalities and knowledge bases, providing personalized interactive experiences. The platform combines AI technology with human creativity, fostering a space for users to build engaging digital companions. Emphasizing ease of use, ModernMate provides various tools and interfaces to streamline the creation process, making advanced AI accessible to everyone.

The ChatGPT Assistant for Twitter revolutionizes how users engage on the platform. With AI-driven replies, this Chrome extension aids in crafting messages that resonate with your audience, potentially leading to a tenfold increase in followers. It minimizes the time and effort required to interact on Twitter, allowing users to focus more on strategy and creativity while the AI handles the heavy lifting in generating thoughtful content.