Automated Copy-Editing for HCLS
Reduce the time required to create complex documents
Overview
Many organizations need to create large and complex documents. For example, Life Science customers need to create many large and complex compliance-related documents. These documents are typically creating by combining source material from a variety of different sources, such as other documents, databases, and Excel spreadsheets. This copy-and-pasting speeds the creation of the first draft of a document, while also increasing the time required to proof-read and copy-edit future drafts. This tool shows the power of LLMs to understand the meaning behind a document, and to use that understanding to help more efficiently proof-read documents.
What is it?
Creating, updating, and maintaining complex technical documents is time-consuming. This tool partially automates these processes by finding semantic inconsistencies in a document. A human editor can then edit the document to reconcile each discrepancy.
How does it work?
We use prompt engineering and an off-the-shelf LLM. We ask the LLM to read the given document and then to list any logical contradictions that it finds.
How do I use this demo?
You can type in a document, or you can choose from a set of canned documents. Then click on the ‘Find Internal Contradictions’ button. In a few moments, you will see a list of contractions (if any) below the button. If you like, you can try different Bedrock models, adjust the temperature, or modify the prompt.
Architecture
We use streamlit.io for our Python web app. We use the Bedrock models on-demand via the boto3 package. You can chooose from third-party models (Claude, J2 Jumbo Instruct) or a first-party model (Titan Text Large).
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Alice Howard
AIGreenSolutions is a trailblazer in the realm of emerging solutions and AI use cases. As a forward-thinking professional constantly seeking innovative approaches to enhance efficiency and productivity.
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Nathan Marshall
From the very onset, AIGreenSolutions distinguished themselves with their commitment to staying on the cutting edge of technology. Our team of experts exhibited a profound understanding of emerging solutions and artificial intelligence, seamlessly integrating these advancements into practical use cases that addressed your unique business challenges.
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