What is Agents-Flex?
Agents-Flex is a Java framework designed for Large Language Model (LLM) applications, focusing on being lightweight, simple, and elegant. It provides a comprehensive platform for developers to build and integrate LLMs into their projects.
Features of Agents-Flex
Agents-Flex offers a range of features that make it an ideal choice for LLM applications:
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LLMs Connector: Supports various network protocols, including HTTP, SSE, and WS, to connect to different LLMs, such as OpenAI, LLama, and Others AI.
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Prompt Frameworks: Provides a rich set of development templates, including FEW-SHOT, CRISPE, BROKE, and ICIO, allowing developers to customize their own unique prompt templates.
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Function Calling: Offers a flexible Function Calling component that supports local method definitions, parsing, callbacks through LLMs, and executing local methods to obtain results.
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Document: Includes Loader, Parser, and Splitter components for handling documents, with multiple implementations for loading data from various sources.
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Memory: Divided into MessageMemory and ContextMemory, used for recording chat messages and Chain execution contexts, with extensibility through inheritance.
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Embedding: Includes extensive embedding capabilities and extensions, allowing developers to implement their private embedding algorithms.
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Vector Store: Supports multiple vector databases, with the option to implement the VectorStore interface to expand private VectorStore services.
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Agent: Defines an abstract implementation of Agents, enabling developers to create more interactive applications using the Agents Chain.
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Chain: Offers sequential Chains, asynchronous Chains, and loop Chains, helping developers handle various scenarios.
How to use Agents-Flex
To get started with Agents-Flex, developers can explore the documentation and quick start guides to learn how to integrate the framework into their projects.
Price
Agents-Flex is released under the Apache License, making it free to use and distribute.
Helpful Tips
- Explore the Agents-Flex documentation and tutorials to learn more about its features and implementation.
- Join the Agents-Flex community to connect with other developers and get support.
- Contribute to the Agents-Flex project by reporting issues, suggesting new features, or submitting pull requests.
Frequently Asked Questions
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What is the main purpose of Agents-Flex?
Agents-Flex is a Java framework designed for Large Language Model (LLM) applications, providing a comprehensive platform for developers to build and integrate LLMs into their projects.
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Can I use Agents-Flex for commercial projects?
Yes, Agents-Flex is released under the Apache License, making it free to use and distribute for commercial and non-commercial projects.
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How do I get started with Agents-Flex?
Start by exploring the Agents-Flex documentation and quick start guides to learn how to integrate the framework into your project.