Contesimal: AI Content Summarization

Description

AI Content Summarization is the process by which Contesimal automatically creates a summary (abstract or description) for content whenever you import it into the Content Library. The system uses AI to analyze the imported material and generate a concise summary so that you can quickly understand what each document or article is about without reading the full text. This process runs for every import type: text documents, WordPress articles, books, YouTube content, and other supported imports.

What Is the Summary?

The summary is a short, AI-generated text that describes the main content of each imported item:

Abstract or description

• A few sentences or a short paragraph that captures the main ideas, key points, or narrative of the document or article.

Where it appears

• The summary is stored as the document's Description (or abstract) and is shown in the Content Library (e.g., in the document row or detail view, often with a "View more" link if the text is long).

Editable 

• You can view and edit the description in Edit Document Metadata (e.g., Title, Description, Content Date, Format Type, AI Tags). The AI creates the summary automatically around all imports; you can refine it or replace it if needed.

How the Summarization Process Works by Import Type

Text documents (PDF, DOC, DOCX, TXT, SRT)

• When you upload one or more text documents, the system ingests the content and runs the AI summarization process. Each document is analyzed and a summary (description/abstract) is generated. After processing, the document appears in the Content Library with this summary so you can skim content, search by meaning, and use it in agents without reading the full document first.

WordPress articles

• When you import blogs or articles from a WordPress site (via URL or connection), each article is brought into the Content Library and processed the same way. The AI analyzes the text and creates a summary for each imported article. This keeps WordPress-sourced content consistent with the rest of the library and makes it easy to browse and compare articles by their summaries.

Books

• When you import a book (e.g., a single file with multiple chapters), the system typically converts each chapter into a separate article. The AI summarization process runs on each of these articles. Each chapter/article receives its own summary, so you can quickly see what each chapter covers without opening the full text.

YouTube (videos, playlists, channels)

• When you import YouTube content, the platform converts video (and related) content to text (e.g., transcripts). That text is then processed by the same AI summarization pipeline. Each imported item gets a summary, so YouTube-derived content is as easy to browse and search by description as the rest of the library.

Other imports (e.g., custom data)

• For other supported import types (e.g., custom JSON/XML or future sources), the same principle applies: once content is ingested and represented as documents or articles in the Content Library, the AI content summarization process runs so that each item has a summary (description/abstract) for consistent browsing and search.

Why It Matters

Quick overview 

• Every imported item (text doc, WordPress article, book chapter, YouTube-derived content) gets a short summary, so you can understand what it's about at a glance.

Search and discovery

• Summaries are searchable and help you find relevant content by meaning, not only by title or tags.

No manual summarization required 

• Summaries are created automatically around all imports; you can still edit the description in Edit Document Metadata if needed.

Better use in AI tools

• Summarized content can be used more effectively by agents (Research, Create, Analyze, etc.) and other AI-driven features that rely on document descriptions.

Summary

AI Content Summarization means: whenever you import content (text documents, WordPress articles, books, YouTube, or other supported types), the system uses AI to create a summary (description/abstract) for that content. The process is automatic and applies to all such imports, so your Content Library stays easy to browse, search, and use in AI-driven workflows.