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  • Chat with your favorite LLMs locally or in the cloud.
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    What is 3sparks Chat?
    3sparks Chat allows you to connect with local models like LM Studio and Ollama on Mac, PC, or Linux, as well as cloud-based APIs like OpenAI and Mistral. It features an AI Keyboard Extension allowing you to refine messages instantly over iMessage, WhatsApp, and other apps. The platform emphasizes customizable keyboard prompts, personalized AI chat instructions, and full data control without forced cloud dependency, thereby providing a seamless and integrated experience across all your Apple devices.
  • Melissa is an open-source modular AI agent framework for building customizable conversational agents with memory and tool integrations.
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    What is Melissa?
    Melissa provides a lightweight, extensible architecture for building AI-driven agents without requiring extensive boilerplate code. At its core, the framework leverages a plugin-based system where developers can register custom actions, data connectors, and memory modules. The memory subsystem enables context preservation across interactions, enhancing conversational continuity. Integration adapters allow agents to fetch and process information from APIs, databases, or local files. By combining a straightforward API, CLI tools, and standardized interfaces, Melissa streamlines tasks such as automating customer inquiries, generating dynamic reports, or orchestrating multi-step workflows. The framework is language-agnostic for integration, making it suitable for Python-centric projects and can be deployed on Linux, macOS, or Docker environments.
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