Added smart document summarization sample

[KSilambharasanSF4548]

Feature description
The Document Summarization feature utilizes AI to provide concise summaries of documents based on extracted text. By inputting the document's content, the AI generates a summary that highlights the key points and essential information. Additionally, the feature includes an AIAssistView, which allows users to interact with the AI for questions and answers related to the document.

Purpose/benefits of the feature

Time Efficiency: Automates the summarization process, significantly reducing the time needed to manually review and summarize lengthy documents.
User Convenience: Simplifies the process for users, requiring less effort to understand and interpret complex documents.
Scalability: Can handle a large volume of documents quickly, making it ideal for businesses and organizations dealing with extensive documentation.
Consistency: Ensures that summaries are consistent, adhering to predefined standards and formats.

Use cases

Business Operations: Automate the summarization of reports, proposals, or meeting minutes, reducing the administrative burden on employees.
Healthcare: Quickly summarize patient records, medical reports, or research papers to streamline information retrieval and decision-making.
Legal and Compliance: Efficiently summarize legal documents, contracts, or compliance reports to ensure timely and accurate understanding of critical information.
Education: Simplify the process of reviewing academic papers, research articles, or textbooks by providing concise summaries.
Government Services: Facilitate the processing of regulations, policy documents, or legislative texts by summarizing key points for quicker decision-making.
Real Estate: Expedite the review of property assessments, market analyses, or legal agreements by generating summaries that highlight essential information.
Finance: Automate the summarization of financial reports, audit documents, or investment analyses to improve accuracy and speed in financial services.
Human Resources: Streamline the summarization of employee-related documents such as performance reviews, policies, or training materials.
These use cases demonstrate the versatility of the Document Summarization feature across various industries and scenarios where understanding complex documents is a common task.

What problem it solves?

Manual Summarization: Eliminates the need for time-consuming and error-prone manual document review and summarization.
Inconsistency: Ensures that summaries are consistent and according to specified formats, reducing discrepancies.
Resource Allocation: Frees up valuable human resources by automating the summarization process, allowing users to focus on more critical activities.
Scalability: Provides a scalable solution for handling a large number of documents efficiently, which is particularly beneficial for businesses and organizations processing high volumes of information.