Managing a multitude of documents efficiently is a common challenge. Many individuals and professionals often find themselves juggling multiple PDF files, each containing essential information. Combining PDF files arises from the need to streamline document organization and enhance accessibility. This blog aims to guide you through the process of merging PDF files, offering a…
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Skilled data professionals are continuing to be in high demand. So it’s a great time to break into data science. But how—and where—do you start?
Should you sign up for bootcamps, professional certificates, and graduate programs to learn data science? Yes, these are all good options. However,…
Object detection plays a vital role in multi-modal understanding systems, where images are input into models to generate proposals aligned with text. This process is crucial for state-of-the-art models handling Open-Vocabulary Detection (OVD), Phrase Grounding (PG), and Referring Expression Comprehension (REC). OVD models are trained on base categories in zero-shot scenarios but must predict both…
Explore building an advanced RAG system on your computer. Full-cycle step-by-step guide with code. Image by the Author | Mistral + LlamaIndex + W&BRetrieval Augmented Generation (RAG) is a powerful NLP technique that combines large language models with selective access to knowledge. It allows us to reduce LLM hallucinations by providing the relevant pieces of…
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In today's world, we're constantly generating information, yet much of it arises in unstructured formats.
This includes the vast array of content on social media, as well as countless PDFs and Word documents stored across organizational networks.
Getting insights and value from these unstructured sources, whether they be text documents,…
MLLMs, or multimodal large language models, have been advancing lately. By incorporating images into large language models (LLMs) and harnessing the capabilities of LLMs, MLLMs demonstrate exceptional skill in tasks including visual question answering, instruction following, and image understanding. Studies have seen a significant flaw in these models despite their improvements; they still have some…
IntelliCar is a European-based company that recently started producing smart cars for the European market. In order to get the desired answer when looking into the magic mirror and asking who has the smartest car of them all, IntelliCar thought long and hard and decided to equip their super smart cars with: facial and emotion…
Are you concerned about how much money your business spends during the month or the whole year? Let me start by defining the expense report. An expense report is made for recording and reporting all the expenses made by the company during the month, quarter, or year. However, this report also includes all…
In the world of business, efficiency and accuracy are key. One critical aspect where these qualities play a vital role is in the handling of purchase orders. A purchase order is more than just a document; it's a fundamental component of business transactions, governing the purchasing of products or services. Traditionally, managing purchase orders has…
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Did you know that around 99.5% of data collected by enterprises goes untouched? In fact, it never even gets used or analyzed. This shows a huge gap that can only be bridged by an advanced enterprise search platform.
Over the past few years, the search tapestry has changed…