Saga provides a flexible architecture for building AI agents that plan and execute multi-step workflows. Core components include a planner module that breaks goals into actions, a memory store for conversational and task context, and a tool registry for integrating external services or scripts. Agents run asynchronously, manage state across sessions, and support custom tool development. Saga enables rapid prototyping of autonomous assistants, automating tasks such as data collection, alerting, and interactive Q&A within your own Python environment.

Sherpa by CartographAI is a Python-based agent framework designed to streamline the creation of intelligent assistants and automated workflows. It enables developers to define agents that can interpret user input, select appropriate LLM endpoints or external APIs, and orchestrate complex tasks such as document summarization, data retrieval, and conversational Q&A. With its plugin architecture, Sherpa supports easy integration of custom tools, memory stores, and routing strategies to optimize response relevance and cost. Users can configure multi-step pipelines where each module performs a distinct function—like semantic search, text analysis, or code generation—while Sherpa manages context propagation and fallback logic. This modular approach accelerates prototype development, improves maintainability, and empowers teams to build scalable AI-driven solutions for diverse applications.

CEBot employs a large language model (LLM) to deliver informative answers and insights to Qualcomm CE users. This Chrome add-on simplifies the process of finding solutions by providing contextual and relevant information at the user's fingertips. The user-friendly interface ensures easy navigation and efficient interaction, making it an essential tool for anyone engaged in Qualcomm CE activities.

Chatscribe Pro is an advanced AI-powered solution designed to handle transcription, translation, content generation, and Q&A chatbot functionalities. It converts audio and video files into accurate text and translates the content into over 100 languages. Additionally, it can generate high-quality AI-based content and support interactive Q&A sessions. This all-in-one platform leverages cutting-edge NLP and machine learning technologies to streamline communication and enhance content creation, catering to various professional needs.

JustSummarized is an AI-powered browser extension designed to help users quickly summarize content from web pages, PDFs, and YouTube videos. Leveraging advanced AI models like ChatGPT, Claude, and Google Gemini, JustSummarized provides accurate and contextually relevant summaries. It offers an interactive Q&A tool to ask specific questions about the summarized content, supports multi-language summarization and translation, and ensures privacy by processing data locally on your device. The extension is perfect for researchers, students, professionals, and general users looking to save time and stay informed.