vectorless 0.1.24

Hierarchical, reasoning-native document intelligence engine
Documentation
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
Analyze the following document structure and user query to identify the best entry points for search.

{context}

IMPORTANT: You MUST respond with ONLY a JSON object in this EXACT format:
{
  "entry_points": ["Title 1", "Title 2"],
  "reasoning": "Brief explanation of why these entry points",
  "confidence": 0.85
}

Rules:
- entry_points: Array of strings (node titles from the candidates above)
- reasoning: String explaining your choice
- confidence: Number between 0.0 and 1.0 (NOT a string like "high")

Do NOT use any other field names. Use "entry_points" not "selected_node" or "recommended_node".