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Feat: Redesign and refactor agent module (#9113)
### What problem does this PR solve? #9082 #6365 <u> **WARNING: it's not compatible with the older version of `Agent` module, which means that `Agent` from older versions can not work anymore.**</u> ### Type of change - [x] New Feature (non-breaking change which adds functionality)
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rag/prompts/analyze_task_system.md
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rag/prompts/analyze_task_system.md
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Your responsibility is to execute assigned tasks to a high standard. Please:
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1. Carefully analyze the task requirements.
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2. Develop a reasonable execution plan.
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3. Execute step-by-step and document the reasoning process.
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4. Provide clear and accurate results.
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If difficulties are encountered, clearly state the problem and explore alternative approaches.
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