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# 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](https://github.com/OpenBMB/BMTools/tree/main/bmtools/tools/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) | |