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.

Which Large Language Models (LLMs) does Agents-Flex support?

Agents-Flex supports multiple LLMs, including OpenAI and Llama, using various connectors like HTTP, Server-Sent Events (SSE), and WebSockets.

What kind of prompt engineering templates are available in Agents-Flex?

It offers pre-built prompt templates such as FEW-SHOT, CRISPE, BROKE, and ICIO, which can be tailored to application-specific needs.

How does Agents-Flex handle function calling?

The framework allows developers to define local methods, parse function calls from LLM responses, execute these methods, and communicate with external services.

What types of documents can Agents-Flex process?

Agents-Flex processes documents from web pages, local files, and databases with tools for loading, parsing, and splitting across various data types.

How does Agents-Flex manage memory?

It provides separate memory modules for chat messages and execution contexts, which are extensible for advanced memory management features.

Does Agents-Flex support embedding and vector databases?

Yes, Agents-Flex includes comprehensive embedding features and supports multiple vector databases, allowing for custom algorithms and integrations.

What types of agent and chain structures are available?

The framework supports various chain structures, including sequential, asynchronous, and loop chains, to meet different application needs.

Can I define and use my own custom functions within Agents-Flex?

Agents-Flex allows the creation of custom functions through annotations, enabling developers to extend the framework's capabilities.

Is the framework available for community contributions?

Yes, Agents-Flex is open-source and available on GitHub, allowing for community collaboration and contribution.

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Agents-Flex

Name: Agents-Flex
Brand: Agents-Flex
Rating: 5 (1 reviews)
Author: Agents-Flex

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Last updated: October 23, 2024

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What is Agents-Flex?

Agents-Flex is a powerful, open-source Java framework designed to simplify the development of AI applications by providing a structured and modular approach. It enables the creation of various AI applications, such as chatbots, image generation, embedding models, function calling, and Retrieval Augmented Generation (RAG) applications. The framework supports both synchronous and streaming APIs and offers features like LLM Connectors, prompt engineering capabilities, and memory management. It is compatible with JDK 8+, integrates with any framework, and includes advanced agent and chain orchestration capabilities, allowing developers to focus on unique project aspects while handling common tasks with ease.

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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's pricing

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