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.

Multi-Agent Stock Analysis is an open-source framework that deploys multiple specialized AI agents—DataCollector, SentimentAnalyst, Predictor, and Reporter—to streamline end-to-end stock research. The DataCollector agent fetches real-time prices and financial news. The SentimentAnalyst processes news articles to gauge market sentiment. The Predictor leverages machine learning models to forecast future stock movements. Finally, the Reporter crafts detailed summaries and visualizations. Its modular architecture supports easy customization for different assets, models, and reporting formats.

Solana MultiModal AI Agent is an open-source framework combining cutting-edge AI models—GPT for text, DALL·E for image, Whisper for audio transcription and synthesis, plus video generation—with the Solana blockchain. It provides a modular server architecture and RESTful API, enforcing per-request SOL payments on-chain. Developers configure their Solana wallet and OpenAI credentials, deploy the agent, then send multimodal requests via UI or API. Responses are delivered with associated transaction receipts. This design supports micropayments, auditability, and decentralized AI services, ideal for Web3 dApps and creative content platforms.

llm-reader provides a command-line interface that processes diverse documents—PDFs, presentations, Markdown, and HTML—from local files or URLs. Upon providing a document, it extracts text, splits it into semantic chunks, and creates an embedding-based vector store. Using your configured LLM (OpenAI or alternative), users can issue natural-language queries, receive concise answers, detailed summaries, or follow-up clarifications. It supports exporting the chat history, summary reports, and works offline for text extraction. With built-in caching and multiprocessing, llm-reader accelerates information retrieval from extensive documents, enabling developers, researchers, and analysts to quickly locate insights without manual skimming.

The MultiModal Real Estate AI Agent is a specialized assistant that ingests multimodal inputs—textual listings, photographs, floorplans, and location maps—to generate comprehensive property analyses. It leverages computer vision to extract features from images and LLM capabilities to interpret descriptions and neighborhood data. The agent estimates property value, identifies investment potential, and offers personalized suggestions based on user preferences. Through an interactive chat interface, users can ask follow-up questions, request comparisons between listings, and receive visual annotations on floorplans. This end-to-end solution streamlines the real estate search and decision process by combining data-driven insights with intuitive conversational guidance.

MultiMind is an AI platform that enables developers to build multi-agent workflows by defining specialized agents for tasks like data analysis, support chatbots, and content generation. It provides a visual workflow builder alongside Python and JavaScript SDKs, automates inter-agent communication, and maintains persistent memory. You can integrate external APIs and deploy projects on MultiMind cloud or your own infrastructure, ensuring scalable, modular AI applications without extensive boilerplate code.

Multi-Agent is a developer toolkit that helps you build and orchestrate multiple AI agents running in parallel. Each agent maintains its own memory store, prompt configuration, and message queue. You can define custom behaviors, set up inter-agent communication channels, and delegate tasks automatically based on agent roles. It leverages OpenAI's Chat API for language understanding and generation, while providing modular components for workflow orchestration, logging, and error handling. This enables creation of specialized agents—such as research assistants, data processors, or customer support bots—that work together on multifaceted tasks.

MultiLipi offers a comprehensive AI-powered platform for multilingual translation and SEO optimization. It provides businesses the tools to translate and optimize content in various languages, ensuring global reach and enhanced visibility on search engines. The platform supports a wide range of file formats, enables manual editing, and allows team collaboration, ensuring high-quality, secure, and culturally relevant translations for websites and documents.

TurboDoc is an AI-powered invoice processing tool designed to streamline the extraction and transformation of unstructured data from invoices and receipts into organized, structured formats. With advanced OCR technology, it captures essential details such as vendor information, total amounts, dates, and more, ensuring rapid and accurate data extraction. This reduces manual data entry errors, saves time, and improves business efficiency by offering a user-friendly interface and secure data storage with AES256 encryption. TurboDoc supports multiple languages, making it a versatile solution for various business needs.

Molmoai is a groundbreaking open-source multimodal AI model from the Allen Institute for AI. It is designed to bridge the gap between open and closed AI models, delivering exceptional image understanding and efficiency. Molmoai surpasses traditional visual understanding, providing actionable insights for various applications. With its advanced capabilities, it makes AI more accessible and effective for a broad range of users, from researchers to developers.

MultiOn leverages Artificial General Intelligence (AGI) to provide you with an advanced personal assistant experience. It helps you organize your tasks, manage your calendar, and even automate repetitive activities. MultiOn is designed to adapt to your needs, making it a versatile tool for a variety of use cases, from personal organization to professional productivity. Whether you need to set reminders, schedule meetings, or conduct research, MultiOn is equipped to handle it all with ease.

TransMedIQ is an innovative extension that assists healthcare professionals in documenting medical conversations effectively. The extension listens to doctor-patient interactions and accurately translates them into SOAP (Subjective, Objective, Assessment, and Plan) notes. This automated process simplifies the previously time-consuming task of medical documentation, allowing doctors to focus more on patient care and less on administrative work. By utilizing advanced AI, TransMedIQ ensures that all critical points of a conversation are captured and documented properly.

MindMeld provides an end-to-end solution for building sophisticated conversational applications. It leverages advanced machine learning techniques to enable applications that understand natural language, manage dialogues, and provide relevant responses. The platform includes a range of pre-built features and customizable components, allowing developers to create tailored solutions for different industries, such as banking, healthcare, and customer service. Its architecture supports voice, text, and multi-modal interactions, making it versatile for various deployment scenarios.

MultipleChat is a sophisticated chat platform that allows users to interact with multiple advanced AI models simultaneously. With capabilities spanning across various applications, it enables users to leverage the power of AI for decision-making, creative insights, and efficient customer support. The platform is designed for ease of use, offering a seamless interface where one can switch between different AI models based on their needs, leading to cost-effective and smarter communication. Whether for personal use or business applications, MultipleChat provides a unique solution to harness AI technology effectively.

Encord is an advanced data development platform designed for computer vision and multimodal AI teams. It offers a full stack solution to help manage, clean, and curate data for AI model development. The platform streamlines the labeling process, optimizes workflow management, and evaluates model performance. By providing an intuitive and robust infrastructure, Encord accelerates every step of taking models into production, whether for predictive or generative AI applications.

Nonfinito.xyz is a platform designed to facilitate the comparison and evaluation of multimodal models. It provides users with comprehensive tools to run and share evaluations, going beyond traditional language models (LLMs) to include various multimodal models. This helps in gaining deeper insights and improving performance by leveraging a wide range of parameters and metrics. Nonfinito aims to streamline the evaluative process and make it accessible to researchers, developers, and data scientists looking to optimize their models.

Multilingual.top is a platform providing free multi-language translations. Users can input text or upload files for quick, accurate translations. With an easy-to-use interface and support for multiple languages, it caters to a global audience seeking efficient translation solutions.

Reka AI delivers high-performing multimodal language models, including Core, Flash, and Edge. These models support comprehensive multimedia inputs such as text, images, videos with audio, and documents. Reka's models aim to optimize and streamline AI operations across multiple platforms for varied applications, helping both individuals and enterprises achieve advanced AI capabilities through natural language processing and machine learning.

Multi AI Sidebar is an innovative Chrome extension that consolidates access to a range of AI tools such as OpenAI ChatGPT, Microsoft Copilot, Bing AI, and Google Gemini into one easy-to-navigate sidebar. Perfect for users who frequently utilize different AI services, it enhances productivity by allowing seamless transitions between various applications. With its user-friendly interface and powerful capabilities, users can leverage the strengths of each AI tool efficiently while minimizing distractions and streamlining their tasks.

The MAXQDA Web Collector browser extension streamlines the process of gathering online content for research purposes. You can quickly save full web pages or specific sections to analyze later. Integrating seamlessly with MAXQDA allows users to effortlessly import their collected data, making qualitative analysis more efficient. With an intuitive interface and support for various formats, the Web Collector is designed to meet the needs of researchers and academics who require reliable data collection and analysis tools.