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Fine-Tuning BERT to Develop a CV Job Description Matcher

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Introduction: In today’s competitive job market, efficiently matching candidates to job openings is crucial for both job seekers and employers. At Parser, we are continually exploring alternatives to improve our existing processes to address challenges like this one. With this idea in mind, we’ve developed a model using BERT (Bidirectional Encoder Representations from Transformers) and […]

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My Key Takeaways From TED AI San Francisco 2024

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While visiting clients in San Francisco, I had the opportunity to attend TED AI, which presented a range of thought-provoking insights. The event showcased a fascinating array of talks, many of which highlighted contrasting perspectives across key areas. Below, I’ve summarised these contrasts, including the primary arguments presented, and my initial reflections. AI as a

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Rethinking LLMs: A Modular, Distributed Approach to AI

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Large Language Models (LLMs) have emerged as powerful tools for understanding and generating human text across various applications. However, as these models grow, they become more complex and consume a lot of resources, similar to a monolithic application. This raises a key question: Is this the most efficient path forward, or is it time to

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Apache Cassandra: Is it a good database for AI? – Part 2

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Introduction In the first part of the article, we explored the general requirements of AI-specific databases. Now, let’s evaluate how well Apache Cassandra 5.0, the popular open source NoSQL database used by tech leading companies like Apple, Netflix, and Spotify, meets these demands. Specifically, we’ll delve into Cassandra’s capabilities, strengths, and limitations to determine if

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Apache Cassandra: Is it a good database for AI? – Part 1

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Introduction The world is now taking a strong turn towards Artificial intelligence (AI), specifically through Generative AI (GenAI). The ability to store large amounts of data is crucial for the development and deployment of AI. With the ever-increasing volume of data being generated, it is essential to have a reliable and scalable storage solution that

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5 Reasons Why SXSW Should Be on Every Tech Founder\’s Agenda

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As a tech founder navigating the landscape of conferences and events, one often finds oneself traversing a desert of corporate monotony. But amidst this arid terrain lies an oasis of innovation and inspiration: South by Southwest (SXSW). Picture a convergence of minds, where the pulsating energy of cutting-edge technology collides with the boundless creativity of

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Generative AI cost reduction using AWS BedRock

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Generative AI, often referred to as deep learning models, stands at the forefront of technology, crafting high-quality content such as text and images based on the data on which it’s trained. You might already be acquainted with the acronym GPT, which stands for Generative Pre-trained Transformer. It’s rooted in LLM (Large Language Model), a sophisticated

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Generative AI – Our journey into a custom LLM 

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Introduction In the realm of AI solutions, where tools like ChatGPT streamline tasks, enhance quality, and offer assistance with undiscovered challenges, data security remains a significant concern. Join us as we unveil the strategic deployment of our custom Large Language Model (LLM), a solution meticulously crafted to amplify capabilities without compromising or risking data integrity.

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