agentverse/tasks/simulation/db_diag/README.md

Database Diagnosis

Inherited from nlp_classroom_3players_withtool

Changes

• Roles

  • Chief DBA: In charge of anomaly detection and diagnosis scheduling
  • XXX Agent: In charge of a specific diagnosis region (e.g., Memory Agent handles problems of high memory usage)

• Actions

  • We remove RaiseHand and CallOn actions, and each agent can annouce their analysis by order

• Tools

  • We support the DB_diag tool in bmtools

• Memory

  • In the prompt of each agent, we place the memory for conversation history before tool_observation, which is extremely important to conduct actions with close relations (e.g., diagnosis and speak)
  • Use chat_history for memory_type

• LLM

  • In current version, gpt-4 shows superior performance over text-davinci-003
  • Increase max_tokens for complex analysis tasks (e.g., 512 or 1024)