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Text-Summarization-from-Scratch

It is a cutting-edge application designed by me to condense extensive text into succinct, meaningful summaries. Utilizing advanced natural language processing (NLP) techniques and TensorFlow, it efficiently processes articles, reports, and documents, extracting key themes and insights. This tool is ideal for professionals and students alike, streamlining research and study processes. EssenceAI stands out by providing accurate, context-aware summaries, significantly reducing reading time while retaining the essence of the content. Its user-friendly interface and robust backend ensure a seamless experience. The project is hosted on GitHub and demonstrates a practical application of AI in everyday tasks.

EXAMPLE -:

Article take from https://techcrunch.com/2024/01/04/chatgpt-everything-to-know-about-the-ai-chatbot/ ChatGPT, OpenAI’s text-generating AI chatbot, has taken the world by storm. What started as a tool to hyper-charge productivity through writing essays and code with short text prompts has evolved into a behemoth used by more than 92% of Fortune 500 companies for more wide-ranging needs. And that growth has propelled OpenAI itself into becoming one of the most-hyped companies in recent memory, even if CEO and co-founder Sam Altman’s firing and swift return raised concerns about its direction and opened the door for competitors.

What does that mean for OpenAI, ChatGPT and its other ambitions? The fallout is still settling, but it might empower competitors like Meta and its LLaMA family of large language models, or help other AI startups get attention and funding as the industry watches OpenAI implode and put itself back together.

While there is a more…nefarious side to ChatGPT, it’s clear that AI tools are not going away anytime soon. Since its initial launch nearly a year ago, ChatGPT has hit 100 million weekly active users, and OpenAI is heavily investing in it.

Prior to the leadership chaos, on November 6, OpenAI held its first developer conference: OpenAI DevDay. During the conference, it announced a slew of updates coming to GPT, including GPT-4 Turbo (a super-charged version of GPT-4, its latest language-writing model) and a multimodal API. OpenAI also unveiled the GPT store, where users could create and monetize their own custom versions of GPT, but its launch was delayed in December and is now set to launch sometime in January.

GPT-4, which can write more naturally and fluently than previous models, remains largely exclusive to paying ChatGPT users. But you can access GPT-4 for free through Microsoft’s Bing Chat in Microsoft Edge, Google Chrome and Safari web browsers. Beyond GPT-4 and OpenAI DevDay announcements, OpenAI recently connected ChatGPT to the internet for all users. And with the integration of DALL-E 3, users are also able to generate both text prompts and images right in ChatGPT.

OUTPUT -: Summarized Text

'ChatGPT, OpenAI’s text-generating AI chatbot, has taken the world by storm. While there is a more…nefarious side to ChatGPT, it’s clear that AI tools are not going away anytime soon. And with the integration of DALL-E 3, users are also able to generate both text prompts and images right in ChatGPT.'

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