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Agents-Flex
Explore Agents-Flex: A Java framework for efficient AI application development, featuring modular design and extensive support for LLMs.
AI Development Framework
Updated 1 hour ago
Agents-Flex's Top Features
LLM Connectors supporting HTTP, SSE, and WebSockets.
Prompt engineering templates including FEW-SHOT, CRISPE, BROKE, and ICIO.
Flexible function calling with local and external service integration.
Comprehensive document processing tools for web, local, and database documents.
Advanced memory management systems for chat and execution contexts.
Embedding capabilities and support for multiple vector databases.
Agent and chain management for complex application scenarios.
Simple chat and history support for context-aware interactions.
Custom function definition and invocation through annotations.
Open-source availability with community contribution options.
Frequently asked questions about Agents-Flex
Agents-Flex is a Java framework designed to create interactive applications with Large Language Models (LLMs), offering tools for prompt engineering, function calling, document processing, and memory management.
Agents-Flex supports multiple LLMs, including OpenAI and Llama, using various connectors like HTTP, Server-Sent Events (SSE), and WebSockets.
It offers pre-built prompt templates such as FEW-SHOT, CRISPE, BROKE, and ICIO, which can be tailored to application-specific needs.
The framework allows developers to define local methods, parse function calls from LLM responses, execute these methods, and communicate with external services.
Agents-Flex processes documents from web pages, local files, and databases with tools for loading, parsing, and splitting across various data types.
It provides separate memory modules for chat messages and execution contexts, which are extensible for advanced memory management features.
Yes, Agents-Flex includes comprehensive embedding features and supports multiple vector databases, allowing for custom algorithms and integrations.
The framework supports various chain structures, including sequential, asynchronous, and loop chains, to meet different application needs.
Agents-Flex allows the creation of custom functions through annotations, enabling developers to extend the framework's capabilities.
Yes, Agents-Flex is open-source and available on GitHub, allowing for community collaboration and contribution.
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