{% hint style="danger" %} The Agents API is still in early alpha and while the API is generally stable, it may change in backwards-incompatible ways as we continue to test it. {% endhint %}

The main objects that the agents API allows you to create / access are:

• Agents: Program using language models for complex task execution.
• Users: Users are entities within Julep to track memories by.
• Sessions: Real-time user-AI agent interactions similar to chat completions etc but with access to agent memories and documents.
• Memories: Memories store events, beliefs, facts for personalized interactions.
• Docs: Documents managed for agents or users for retrieval augmented generation or RAG.
• Tasks: Defined operations with multiple steps, objectives, longer duration.
• Task Runs: An instance of a Task that was started by an Agent with some input.