In this tutorial, we’ll walk through the process of creating a chat interface using Gradio and Ollama to interact with a large language model (LLM). Gradio is a Python library that allows you to quickly create user interfaces for machine learning models, while Ollama is a tool that simplifies the deployment and management of LLMs. … Read more
In this tutorial, we’ll explore how to deploy Large Language Models (LLMs) for free using Ollama and LangChain on Hugging Face Spaces. This approach allows you to leverage powerful language models without the need for expensive GPU resources or complex infrastructure. Prerequisites Step 1: Setting Up the Project First, let’s create our project structure: Step … Read more
In this article, we are using the LlamaIndex to chat with YouTube videos. LlamaIndex is a data framework for Large Language Models (LLMs) based applications that allow users to ingest data from various sources such as APIs, databases, PDFs, and more via flexible data connectors. This data is indexed into intermediate representations, which are numerical … Read more
Imagine chatting with a website to extract information, similar to conversing with a human. This is where LangChain comes into play. LangChain is a powerful tool for natural language processing (NLP), enabling AI-based conversational interfaces. In this article, we’ll explore how to use LangChain to create a chat interface that interacts with content extracted from … Read more
Sentiment analysis, a crucial component of natural language processing (NLP), has seen exponential growth in its applications, spanning from understanding customer feedback to social media monitoring. In this blog, I delve into a project that tackled sentiment analysis of Nepali text, illustrating the process, challenges, and achievements along the way. Background Nepali, an Indo-Aryan language, … Read more
Face Recognition Attendance System is an attendance system based on face recognition which automatically marks the attendance of present employee on..
Face Liveness Detection is a biometric system which can identify whether a face comes from a real person or a fake person and prevents the system from giving false verification.