GenAI-powered Document Insights Overview
The GenAI-powered Document Insights feature enables you to easily extract insights from PDF documents using Large Language Models (LLMs). This functionality allows you to summarize document content and ask questions about the document, with the AI providing relevant answers based on the document's content.
The GenAI-powered Document Insights is part of Telerik Document Processing, a
professional grade .NET library for creating and manipulating PDF, Word, XLSX and HTML files. To try it out sign up for a free 30-day trial.
Key Features
- Extract Document Insights: Quickly understand the key points of lengthy documents.
- Efficient Information Retrieval: Ask specific questions about your documents and receive accurate answers.
- Token Optimization: Reduce token usage by only sending relevant portions of the document to the AI model as shown in the PartialContextQuestionProcessor section.
- Multiple LLM Support: Compatible with different AI providers including Azure OpenAI, OpenAI, and Ollama as described in the Prerequisites.
The GenAI-powered Document Insights feature includes three main components:
| Processor | Description |
|---|---|
| SummarizationProcessor | Generates concise summaries of PDF documents. |
| CompleteContextQuestionProcessor | Answers questions by providing the entire document content to the AI model. |
| PartialContextQuestionProcessor | Answers questions by providing only the relevant portions of the document to the AI model. |