From Document Analysis to Creative Writing: The Versatility of Document AI and ChatGPT

Document AI and ChatGPT; a match made in heaven

In recent years, the field of natural language processing (NLP) has seen significant advancements with the emergence of large language models like GPT-3 and ChatGPT. These models have opened new possibilities for businesses looking to extract value from their documents and generate creative language without human intervention. In this article, we’ll explore two such models – Document AI and ChatGPT – and how we at 1000ML are using them to solve our clients’ problems.

Document AI: Extracting Value from Documents

As the name suggests, Document AI is a suite of tools designed to extract insights and value from unstructured documents. Traditionally, document management systems used rules-based approaches to extract entities and other information from documents. While this approach worked well for templated or form-based documents, it struggled with documents that had more variation in their formatting or content.

Document AI takes a different approach, leveraging NLP to analyze documents based on their context and meaning. This enables it to perform a range of tasks such as entity extraction, document classification, summarization, sentiment analysis, clause extraction, and form filling. With OCR capabilities, Document AI can translate documents in real-time, extract tables and other structured data, and even allow Q&A with documents.

Overall, Document AI makes it easier for businesses to extract value from all their documents, no matter how complex or varied they are. At 1000ML, we specialize in using Document AI for our clients in the legal and government realms, who often deal with large volumes of contracts and agreements. By extracting specific clauses or information from these documents, we help our clients make more informed decisions and reduce the risk of errors.

ChatGPT: Generating Creative Language

While Document AI is focused on extracting insights from documents, ChatGPT is all about generating creative language. Developed by OpenAI, ChatGPT is a large language model trained on a vast dataset of text from the internet. This model can generate human-like text with a high degree of accuracy and can be fine-tuned for specific tasks such as language translation, summarization, and even creative writing.

At 1000ML, we’ve been exploring the potential of ChatGPT for our clients in industries like marketing, where creative copywriting is crucial. With ChatGPT, we can generate engaging content that resonates with target audiences, without the need for human intervention. ChatGPT can also help with tasks like summarizing long reports or translating content in real-time.

Looking ahead, the potential of ChatGPT and other large language models is vast. With the upcoming release of GPT-4 in 2024, we can expect even more advanced capabilities and applications. From document analysis to creative writing, the possibilities are endless. At 1000ML, we’re excited to be at the forefront of this technology and to help our clients unlock its full potential.