Agents-Flex
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About
Agents-Flex is a Java framework designed for creating Large Language Model (LLM) applications. It provides versatile network protocols like HTTP, SSE, and WS for easy connectivity with various LLMs, including OpenAI and LLama. The framework includes a rich set of prompt development templates, flexible function calling capabilities, and a comprehensive document handling system with loaders, parsers, and splitters. Agents-Flex offers memory management through MessageMemory and ContextMemory, and supports embedding algorithms with extensive extensions. Developers can utilize multiple vector databases through the Vector Store functionality and create interactive applications using an abstract implementation of Agents and a versatile Chain structure. The framework aims to simplify the development process for AI-driven applications, making it more elegant and user-friendly.
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Features
• network protocols support (http, sse, ws)
• versatile chain structures (sequential, asynchronous, loop)
• abstract implementation of agents
• support for multiple vector databases
• extensive embedding capabilities
• messagememory and contextmemory for chat and execution context
• document handling components (loader, parser, splitter)
• flexible function calling components
• rich set of development templates and prompt frameworks
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