Jaimon JacobAutomating resume analysis with LLAMA 3.1 and a bit of open-source vs. closed-source debateImagine being a recruiter in a large organization. Every day, you’re inundated with hundreds of resumes. Some are well-organized, others……Aug 16Aug 16
Jaimon JacobHow to query relational databases with connected tables using a large language modelSQL is a powerful tool for managing and querying relational databases. It’s especially effective for handling connected tables, thanks to…Aug 7Aug 7
Jaimon JacobUsing Meta’s SAM-2 model for object segmentation in multimedia applicationsAs somebody who does a lot of work with technology and with a keen interest in AI, I am always on the lookout for innovations that push the…Aug 31Aug 31
Jaimon JacobCreating meeting summaries (without Microsoft Copilot) using open-source modelsMicrosoft Copilot offers a convenient way to summarize your Teams meetings. It is integrated into the Microsoft 365 ecosystem, making it…Jul 211Jul 211
Jaimon JacobDetecting text generated by AI: White-box watermarks and beyondAs large language models (LLMs) like GPT-4 and its successors become increasingly sophisticated, the ability to detect LLM-generated text…Jun 20Jun 20
Jaimon JacobAutomating PowerPoint creation with Google Gemini 1.5 Pro and Python’s pptx LibraryWhile automating the creation of PowerPoint presentations offers undeniable benefits, it’s important to note that human input is still…Jun 42Jun 42
Jaimon JacobHow can large token limits in new LLMs transform the learning and development function?One of the most exciting features of new AI models is their large token limits. Tokens, which are chunks of text used by models to process…May 27May 27
Jaimon JacobRemoving background noise from speech using SpeechBrain modelsSpeechBrain is an open-source, all-in-one toolkit designed for speech processing. Built on PyTorch, it offers a comprehensive suite of…May 17May 17
Jaimon JacobAssessing the SLM versions of LLAMA 3, Gemma, and Mistral for local laptop usageA lot of open-source LLMs are being released frequently with impressive capabilities like creative text generation and even basic reasoning…May 111May 111