Crate sapiens

Sapiens library

Sapiens uses tools to interact with the world.

An experiment with handing over the tools to the machine.

Overview

This library is the core of Sapiens. It contains the logic for the interaction between the user, the language model and the tools.

More information

See https://github.com/ssoudan/sapiens/tree/main/sapiens_cli for an example of usage or https://github.com/ssoudan/sapiens/tree/main/sapiens_bot for a Discord bot.

https://github.com/ssoudan/sapiens/tree/main/sapiens_exp is a framework to run experiments and collect traces of the interactions between the language model and the tools to accomplish a task.

A collection of tools is defined in https://github.com/ssoudan/sapiens/tree/main/sapiens_tools.

Modules

• chains
  Execution chains
• context
  Maintain the context for the bot.
• models
  Language models
• prompt
  Prompt generation logic
• tools
  Toolbox for sapiens

Structs

• InvalidInvocationNotification
  Invalid invocation notification
• InvocationFailureNotification
  Invocation failure notification
• InvocationSuccessNotification
  Invocation success notification
• MessageNotification
  A message from a scheduler
• ModelNotification
  An update from the model
• SapiensConfig
  Configuration for the bot
• Step
  A step in the task
• Stop
  The task is done
• TerminationNotification
  Termination notification
• VoidTaskProgressUpdateObserver
  A void observer

Enums

• ChainType
  Type of chain to use
• Error
  The error type for the bot
• InvocationResultNotification
  Notification of the result of a tool invocation
• TaskState
  The state machine of a task

Traits

• RuntimeObserver
  Observer for the step progresses

Functions

• run_to_the_end
  Run until the task is done or the maximum number of steps is reached
• wrap_observer
  Wrap an observer into the a StrongRuntimeObserver<O> = Arc<Mutex<O>>

Type Aliases

• StrongRuntimeObserver
  A strong reference to the observer
• WeakRuntimeObserver
  A weak reference to the observer