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