Module sapiens::chains

Execution chains

• OODA - Observe, Orient, Decide, Act
  • in single step - See SingleStepOODAChain
  • in several steps - See MultiStepOODAChain
• 2205.11916 - Zeroshot reasoners - “Let’s think step by step” - 2022
• 2207.05608 - Inner monologue - Different types of feedbacks - 2022
• 2302.00083 - In context RALM - Jan 2023
• 2302.01560 - DEPS - Describe, explain, plan, select stages. Feb 2023
• 2210.03629 - ReAct - Reasoning + Action - Mar 2023
• 2303.11366 - Reflexion - heuristic + self-reflection - Mar 2023
• 2303.17071 - DERA - Distinct roles+responsibilities - Mar 2023
• 2305.10601 - Tree of Thoughts - May 2023

Modules

• agents
  Agents
• schedulers
  Schedulers are responsible for deciding which agent to run next.

Structs

• Context
  The history of a Message produced by the Chain.
• MultiStepOODAChain
  Multistep OODA chain
• Runtime
  A runtime for sapiens
• SingleStepOODAChain
  A single-step OODA chain
• TerminalState
  The state of the runtime after it terminates

Enums

• Error
  An error that can occur during the creation or execution of a Chain
• Message
  A message that can be produced by an agent for another agent
• Outcome
  Outcome of an invocation

Traits

• Agent
  An agent for sapiens
• Chain
  a chain of steps to perform a task.
• Scheduler
  A scheduler for sapiens