docs: upgrade all docs pages with Mintlify premium components (#642)

Replace plain markdown lists, tables, and numbered steps with interactive
Mintlify v3 MDX components across all 50+ documentation files:

- Tabs: provider/parser/method selection guides, citation formats, component details
- Steps: setup flows, pipeline stages, connection initialization
- CardGroup/Card: feature overviews, "what you get" sections, navigation footers
- AccordionGroup: FAQ entries
- Check/Warning/Tip/Note/Info: callouts replacing plain bold text and inline notes

Files improved span the full docs surface: reference modules (context, llms,
kg, reasoning, embeddings, deduplication, provenance, parse, ontology, core,
semantic_extract), integrations (agno, docling, snowflake), graph/vector
store backends (apache_age, pgvector), and top-level guides (contributing,
governance, glossary, citation, community-projects, learning-more).
This commit is contained in:
Mohd Kaif
2026-06-17 12:58:44 +05:30
committed by GitHub
parent 0e95de4622
commit 1f3cea5f0a
53 changed files with 2660 additions and 1216 deletions
+2 -9
View File
@@ -6,11 +6,10 @@ icon: "file-lines"
> Parse complex documents — PDFs, DOCX, PPTX, HTML — with high-fidelity table extraction and built-in OCR.
---
## Overview
Docling is integrated into Semantica's `parse` module via the `DoclingParser`. Documents pass through Docling's layout engine, then feed directly into Semantica's extraction and KG pipeline.
Docling is integrated into Semantica's `parse` module via the **`DoclingParser`**. Documents pass through Docling's **layout engine**, then feed directly into Semantica's extraction and KG pipeline.
<CardGroup cols={2}>
<Card title="Multi-format" icon="file">
@@ -27,7 +26,6 @@ Docling is integrated into Semantica's `parse` module via the `DoclingParser`. D
</Card>
</CardGroup>
---
## Installation
@@ -38,7 +36,6 @@ pip install semantica
pip install docling
```
---
## Basic Usage
@@ -52,7 +49,6 @@ print(result["full_text"][:200])
print(f"Found {len(result['tables'])} tables")
```
---
## Full Example
@@ -81,16 +77,14 @@ print(f"Title: {metadata.get('title')}")
print(f"Pages: {result.get('total_pages')}")
```
---
## DoclingParser Parameters
| Parameter | Default | Description |
|-----------|---------|-------------|
| :----------- | :--------- | :------------- |
| `enable_ocr` | `False` | Enable OCR for scanned pages |
| `export_format` | `"markdown"` | Output format: `"markdown"` or `"text"` |
---
## Parsed Result Structure
@@ -103,7 +97,6 @@ print(f"Pages: {result.get('total_pages')}")
}
```
---
## See Also