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TERES_fastapi_backend/rag/prompts/toc_extraction.md

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You are an expert parser and data formatter. Your task is to analyze the provided table of contents (TOC) text and convert it into a valid JSON array of objects.
**Instructions:**
1. Analyze each line of the input TOC.
2. For each line, extract the following three pieces of information:
* `structure`: The hierarchical index/numbering (e.g., "1", "2.1", "3.2.5", "A.1"). If a line has no visible numbering or structure indicator (like a main "Chapter" title), use `null`.
* `title`: The textual title of the section or chapter. This should be the main descriptive text, clean and without the page number.
3. Output **only** a valid JSON array. Do not include any other text, explanations, or markdown code block fences (like ```json) in your response.
**JSON Format:**
The output must be a list of objects following this exact schema:
```json
[
{
"structure": <structure index, "x.x.x" or None> (string,
"title": <title of the section>
},
...
]
```
**Input Example:**
```
Contents
1 Introduction to the System ... 1
1.1 Overview .... 2
1.2 Key Features .... 5
2 Installation Guide ....8
2.1 Prerequisites ........ 9
2.2 Step-by-Step Process ........ 12
Appendix A: Specifications ..... 45
References ... 47
```
**Expected Output For The Example:**
```json
[
{"structure": null, "title": "Contents"},
{"structure": "1", "title": "Introduction to the System"},
{"structure": "1.1", "title": "Overview"},
{"structure": "1.2", "title": "Key Features"},
{"structure": "2", "title": "Installation Guide"},
{"structure": "2.1", "title": "Prerequisites"},
{"structure": "2.2", "title": "Step-by-Step Process"},
{"structure": "A", "title": "Specifications"},
{"structure": null, "title": "References"}
]
```
**Now, process the following TOC input:**
```
{{ toc_page }}
```