In this blog, we will explore how we can effectively utilize Langchain, Azure OpenAI Text embedding ADA model and Faiss Vector Store to build a private chatbot that can query a document uploaded from local storage. A private chatbot is a chatbot that can interact with you using natural language and provide you with information […]
Kanchan Bawane
Kanchan is a Technical Consultant at Perficient with keen interest in various technologies and working for communities. She is enthusiastic about sharing her knowledge, viewpoints, and experiences with others. She has also delivered various Coveo solutions utilizing different framework.
Blogs from this Author
Coveo Headless Library Integration with SAPUI5 Framework: Development Environment Setup – Phase I
In this blog, we will explore how to integrate Coveo Headless, a powerful search and relevance platform, with OpenUI5, a popular UI framework for building web applications. As search functionality becomes increasingly crucial for modern applications, this integration will allow us to create an advanced search experience within OpenUI5 projects. Introduction Coveo Headless is a […]
Build a Search Interface Using SAPUI5 Framework with Coveo Headless Library- Phase II
In our previous blog post, “Coveo Headless Library Integration with OPENUI5 Framework: Development Environment Setup – Phase I,” we started the integration between Coveo Headless and OpenUi5. Coveo Headless is a search and relevance platform, and OpenUI5 is a dynamic UI framework for web application development. Phase I establishes the foundation for what we’re about […]
Generate Embeddings using OpenAI Service
Introduction: Embeddings are essential in the fields of natural language processing (NLP) and machine learning because they convert words and phrases into numerical vectors. By successfully capturing semantic linkages and contextual meanings, these vectors help machines comprehend and process human language. We will examine the idea of embeddings in this blog, learn about their uses, […]
Translating Different Content Types Using Helsinki-NLP ML Model from Hugging Face
Introduction In Hugging Face, a translation model is a pre-trained deep learning model that can be used for machine translation tasks, These models are pre-trained on large amounts of multilingual data and fine-tuned on translation-specific datasets. To use a translation model in Hugging Face, we typically load the model using the from_pretrained() function, which fetches […]
Getting Started with Coveo: A Comprehensive Overview for Tech Enthusiasts
Introduction: Welcome, to this comprehensive blog post about COVEO – a cutting-edge technology that is revolutionizing the way we search and access information. In this blog, we will delve into what COVEO is, its key features, benefits, and how it enhances the overall user experience. Whether you’re an IT professional, a developer, or simply curious […]