Niharika is a Technical consulting intern at Marktechpost. She is a third year undergraduate, currently pursuing her B.Tech from Indian Institute of Technology(IIT), Kharagpur. She is a highly enthusiastic individual with a keen interest in Machine learning, Data science and AI and an avid reader of the latest developments in these fields.
Web scraping is the process of using bots to extract content and data from websites. Unlike screen scraping, which simply captures the pixels displayed...
Organizations face challenges when dealing with unstructured data from various sources like forms, invoices, and receipts. This data, often stored in different formats, is...
Deploying large language models (LLMs) has become a significant challenge for developers and researchers. As LLMs grow in complexity and size, ensuring they run...
Managing and optimizing API calls to various Large Language Model (LLM) providers can be complex, especially when dealing with different formats, rate limits, and...
Developing efficient language model-based agents is crucial for various applications, from virtual assistants to automated customer service. However, creating these agents can be complex...
Search engines are crucial to our daily online activities, helping us find information quickly and efficiently. However, many existing search engines struggle with delivering...
A common challenge in developing AI-driven applications is managing and utilizing memory effectively. Developers often face high costs, closed-source limitations, and inadequate support for...
Efficiently integrating AI agents with various applications and tools can be challenging. Traditionally, developers have approached such tasks using individual APIs or creating custom...
Working with Lean, a popular proof assistant for formalizing mathematics, is challenging sometimes. The process of developing proofs in Lean can be time-consuming and...
Theorem proving is a crucial aspect of formal mathematics and computer science. However, it is often a challenging and time-consuming process. Mathematicians and researchers...
In the digital age, personalized experiences have become essential. Whether in customer support, healthcare diagnostics, or content recommendations, people expect interactions with technology to...
