Introduction

The Environment defines the foundational modules, features, available tools, and configurations for your agent’s operation. It categorizes modules into sync (modifying message streams) and background (read-only), enabling various capabilities such as retrieval, memory management, and tool access. External APIs can be integrated via OpenAPI schemas, and API keys are used for interaction with external services like OpenAI. The environment ensures robust, customizable agent behavior.

Available Modules

Module Type	Sync/Background	Description
SELF_REFLECTION	Sync	Enables self-reflection capabilities for the agent, either by using the same model or a different model.
OPEN_AI_RETRIEVAL_ASSISTANT	Sync	Offers retrieval capabilities using OpenAI’s retriever.
TOOL_CALLING	Sync	Allows API tool calling. The agent can call any registered OpenAPI schema-supported API.
KNOWLEDGE_BASE	Sync	Provides Lyzr RAG capabilities with fully customizable retriever configurations.
LONG_TERM_MEMORY	Sync	Provides long contextual memory using multiple retrieval and summarization strategies.
SHORT_TERM_MEMORY	Sync	Provides short contextual memory for a configurable number of messages (n), determining how many messages to fetch per inference.
STRUCTURED_MEMORY	Sync	Acts as a structured JSON memory collector, storing structured information during conversations or task processes.
LOGGING	Sync	Collects and logs structured JSON data, ensuring the smooth functioning and troubleshooting of agent conversations or processes.
HUMANIZER	Sync	Humanizes the output of the agent, making it more relatable and natural for users.