Unlock your Content with AI
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Our AI powered data enrichment tool simplifies the extraction of metadata from lengthy documents. Users can obtain document summaries and keywords, and they have the flexibility to choose document topics based on their domain expertise. The system's evolution and improvements are driven by user feedback and domain-specific knowledge, offering the potential for continuous enhancements.
Summarization
The AI-driven summarization tool employs a hybrid (extractive and abstractive) approach to generate concise summaries using Large Language Model (LLM):
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Text Preprocessing: The tool meticulously preprocesses the text, removing undesirable elements such as padding tags, end-of-statement tags, extraneous symbols, line indexing numbers, extra spaces, and redundant lines
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Extractive Summarisation: Utilizing the Yake library, the tool extracts important sentences and associates them with the preprocessed text
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Chunking: To enhance readability, the text is chunked into segments, each containing a maximum of 3000 characters while maintaining coherent boundaries
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Abstractive Summarisation: Leveraging the ChatGPT API, the tool generates abstractive summaries from these segmented texts
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Outputs: For each uploaded document, the system provides a document summary. The objective is to ensure that the generated summary comprises 15% of the original text length
Furthermore, the system remains adaptable based on domain expert feedback:
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Additional Preprocessing: It can incorporate feedback-driven adjustments, such as the removal of initial details pages, ending signature pages, and domain-specific content filtering
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Enhanced Chunking: Various chunking methods are explored and optimized to improve abstractive summarisation
Keyword Generation
Keywords are the gateway to content discovery in the digital world. Our Keyword Generation service leverages advanced algorithms and AI-driven techniques to identify the most relevant keywords for your content. By choosing our AI-powered content enrichment tools, you can:
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Enhance SEO and boost organic traffic to your website
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Improve content categorization and search functionality
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Stay ahead of industry trends by identifying emerging keywords
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Optimize content for better user engagement and conversion rates
Taxonomy
A well-structured taxonomy is the foundation for a systematic and efficient content management strategy. Our Taxonomy service is tailored to your specific industry and needs. We help you:
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Create a taxonomy that aligns with your business objectives and content goals
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Ensure consistency in content categorization and labeling
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Enable better content navigation and browsing for your audience
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Facilitate content integration across different platforms and systems
Topic Services
Understanding the trending topics and themes within your industry is key to staying competitive. Our Topic Services employ cutting-edge natural language processing (NLP) and machine learning techniques to identify, track, and analyze industry-specific topics. We can help you:
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Keep a finger on the pulse of your industry's most relevant discussions
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Gain insights into customer preferences and interests
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Develop content that resonates with your target audience
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Stay ahead of your competitors by adapting to evolving market trends