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ragflow/rag/prompts/rank_memory.md
Kevin Hu d9fe279dde 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)
2025-07-30 19:41:09 +08:00

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Task: Sort the tool call results based on relevance to the overall goal and current sub-goal. Return ONLY a sorted list of indices (0-indexed).

Rules:

  1. Analyze each result's contribution to both:
    • The overall goal (primary priority)
    • The current sub-goal (secondary priority)
  2. Sort from MOST relevant (highest impact) to LEAST relevant
  3. Output format: Strictly a Python-style list of integers. Example: [2, 0, 1]

🔹 Overall Goal: {{ goal }} 🔹 Sub-goal: {{ sub_goal }}

Examples:
🔹 Tool Response:

  • index: 0

    Tokyo temperature is 78°F.

  • index: 1

    Error: Authentication failed (expired API key).

  • index: 2

    Available: 12 widgets in stock (max 5 per customer).

→ rank: [1,2,0]<|stop|>

Your Turn:
🔹 Tool Response: {% for f in results %}

  • index: f.i

    f.content {% endfor %}