PinnedMohammed AshrafBuilding a Voice-Enabled AI Agent for Text-to-SQL Queries with LangGraphIn today’s data-driven landscape, accessing database insights is crucial, but not everyone is proficient in SQL. This project bridges the…2d ago2d ago
PinnedMohammed AshrafTransforming Web Form Filling: Automate Job Applications with LangChain, ReAct Agent, and AgentQLWeb form filling based on personal documents using RAG (Retrieval-Augmented Generation) and ReAct Agents offers a streamlined approach to…Sep 12Sep 12
PinnedMohammed AshrafFrom Manual to Automated: The Future of Web Scraping with LLMIn web scraping, the main challenge has always been the manual effort required. Using tools like Beautiful Soup (BS4) and Selenium, we…Jun 31Jun 31
PinnedMohammed AshrafA Guide to Supervised Fine-Tuning and 4-Bit Quantization for Language Models, Pushed to the Hugging…In my previous blog post, I provided a comprehensive, step-by-step guide on the process of fine-tuning a Large Language Model (LLM) using…Mar 32Mar 32
PinnedMohammed AshrafUnleashing the Potential of Gemini Pro with Langchain: A Quick Guide to Mastering Langchain and…Despite the initial dominance of ChatGPT and OpenAI’s GPT models, along with their collaboration with Microsoft, Google appeared to be…Jan 132Jan 132
Mohammed AshrafHow to Generate Structured Outputs with Google’s Gemini API: A Comprehensive GuideIn the rapidly advancing field of AI, the ability to generate structured outputs such as JSON is becoming increasingly vital for various…Aug 19Aug 19
Mohammed AshrafAccelerating AI Innovation: Navigating NVIDIA NIM Foundation Endpoints And LangChainNVIDIA NIM (NVIDIA Inference Microservices) is a microservices suite designed to streamline AI model deployment and scaling. It includes…Jun 4Jun 4
Mohammed AshrafHarnessing the Power of Gemini 1.5In this blog, we explore the power of multimodal AI with Gemini 1.5 Pro, a model from Google DeepMind’s Gemini series. These models are…Jun 2Jun 2
Mohammed AshrafExploring Fashion E-commerce: Harnessing OpenAI CLIP and Qdrant for Multi-Model Image SearchIn the dynamic realm of fashion e-commerce, where trends evolve rapidly and the visual appeal is paramount, the ability to swiftly and…Mar 10Mar 10
Mohammed AshrafBuilding a Retrieval-Augmented Generation (RAG) Model with Gemma and Langchain: A Step-by-Step…Learn how to create powerful RAG models using Gemma and Langchain in easy steps! This guide helps you build advanced text generation…Mar 9Mar 9