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Agents-Flex

Java-based LLM application framework similar to LangChain.

Source rating 5.0 (82) 3.8k views 3.8k/mo traffic 0 saves Unknown
Development Memory(13) Agent
More categories (12)
LLM Large Language Model Java Framework Agents Prompt engineering Function calling Document processing Memory Management Embedding Vector Store Chain Execution
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Verdict

A quick read before you dig into the full page.

Best if
Java-based LLM application framework similar to LangChain
Pick this when
Java-based LLM application framework similar to LangChain

Overview

Agents-Flex is a Java-based LLM (Large Language Model) application framework similar to LangChain. It aims to be simple and lightweight, providing tools and components for developing LLM-powered applications. It supports various LLMs, prompt engineering, function calling, document processing, memory management, embedding, vector stores, and chain execution.

Agents-Flex screenshot

Access & connections

Where you can use Agents-Flex.

Platforms

Web

Capabilities

What this tool accepts, produces, and is strongest at.

Highlights

  • LLM Support (HTTP, SSE, WS)
  • Prompt Framework (FEW-SHOT, CRISPE, BROKE, ICIO)
  • Function Calling
  • Document Processing (Loader, Parser, Splitter)
  • Memory Management (MessageMemory, ContextMemory)
  • Embedding
  • Vector Store
  • Chain Execution (Synchronous, Asynchronous, Looping)

FAQ 5

What is Agents-Flex?
Agents-Flex is a Java-based LLM (Large Language Model) application framework similar to LangChain. It aims to be simple and lightweight, providing tools and components for developing LLM-powered applications. It supports various LLMs, prompt engineering, function calling, document processing, memory management, embedding, vector stores, and chain execution.
How to use Agents-Flex?
Agents-Flex provides components for connecting to LLMs, defining prompts, implementing function calling, processing documents, managing memory, embedding, using vector stores, and creating chains of operations. Developers can use these components to build custom LLM applications.
What is Agents-Flex?
Agents-Flex is a Java-based LLM application framework similar to LangChain, designed to be simple and lightweight.
What features does Agents-Flex support?
Agents-Flex supports LLMs, prompt engineering, function calling, document processing, memory management, embedding, vector stores, and chain execution.
What kind of LLMs does Agents-Flex support?
Agents-Flex supports common large language models and Ollama deployed models. It also supports HTTP, SSE, and WS network protocols for connecting to various LLMs.
Agents-Flex
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