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Informations about the package agent
Feral Agent
Overview
Feral Agent is an Open Source AI Agent framework that enables the creation and execution of AI-driven processes. The framework is designed around a collection of Catalog Nodes, which are dynamically assembled into workflows. Each node's Result determines the next node to execute, ensuring an adaptive and context-aware process.
A Context object is passed through the process, providing the necessary data for decision-making at each node. This approach enables flexible, AI-driven execution strategies, making Feral Agent ideal for autonomous workflow generation and AI agent integrations.
Feral Agent is built on the Symfony framework, leveraging its powerful features to provide a robust and extensible architecture.
Modes of Operation
Feral Agent operates in two distinct modes:
1. Tool Mode
In Tool Mode, multiple predefined processes are hardcoded into the system. The AI Agent selects and executes a process based on its interaction with a Large Language Model (LLM). This mode is useful when there are well-defined workflows that should be executed deterministically.
- Processes are manually defined and structured.
- The AI Agent chooses which predefined process to run based on context.
- Ensures controlled execution of structured tasks.
2. Autonomous Mode
In Autonomous Mode, the system dynamically constructs workflows using an LLM. Instead of selecting from predefined processes, the AI generates a process from scratch based on available Catalog Nodes and their descriptions.
- All available Catalog Nodes and their descriptions are sent to the LLM.
- The LLM generates the process flow, determining result connections and the initial context.
- The process is built dynamically, adapting to the situation and input context.
This mode allows for highly flexible, self-assembling workflows, enabling AI-driven decision-making without requiring predefined structures.
Available Console Commands
Feral Agent provides a set of Symfony-based console commands for managing and executing processes:
Getting Started
To use Feral Agent, you can either:
- Run predefined workflows in Tool Mode.
- Let the AI generate adaptive workflows in Autonomous Mode.
More details on installation, configuration, and usage will be available in the full documentation.
License
Feral Agent is open-source and available under the Apache 2.0 License.
For contributions, issues, or discussions, visit the Feral Agent Project Website.
All versions of agent with dependencies
ext-ctype Version *
ext-iconv Version *
feral/core Version ^1.0
symfony/console Version 7.2.*
symfony/dotenv Version 7.2.*
symfony/flex Version ^2
symfony/framework-bundle Version 7.2.*
symfony/http-client Version 7.2.*
symfony/monolog-bundle Version ^3.10
symfony/runtime Version 7.2.*
symfony/serializer Version 7.2.*
symfony/yaml Version 7.2.*