LangChain is a great Python framework leveraging language models to build powerful NLP applications. In this post, we will see how LangChain can be used to collect data from various sources and make them searchable using Nuclia. Install First, you need to install LangChain and Nuclia. pip install langchain pip install nuclia You also need …
Customer support is about providing answers to people’s questions. It’s about solving problems. In many cases, the solution is written somewhere in your knowledge base. But it might be hard to find. Or it might not be accessible at all. That’s where AI comes in. AI can help you optimize your customer support by making …
Intelligent chatbots, large language models, and generative answer are all the rage nowadays. <irony>Every week, we discover we can chat with something new: “Chat with a book”, “Chat with a YouTube video”, “Chat with a PDF file”. Sometimes, I actually wonder how far it will go. Should we prepare ourselves to chat with a lolcat …
How to build your AI-powered chatbot with Nuclia in minutes Read More »
In 1984, I was 10, and I was watching this anime called Pole Position. The two heroes were driving cars with on-board computers. The two computers were named Turbo and Zoom, and the crazy thing about them was they could talk with the driver (which makes a lot of sense because when you’re driving a …
AI search for Dropbox. For any data, including videos. With Nuclia, build a better search and find the right answers in your Dropbox.
First things first… What is NucliaDB? Let me answer in few words: NucliaDB is an open-source vector database that stores, indexes, & retrieves vectors for AI search. So… What about starting playing a bit with NLP models and using the vector search abilities of NucliaDB to implement an AI search feature? You probably know StackExchange, …
How to build your own AI search engine with NucliaDB Read More »
Strapi is an open-source headless CMS. Offers an admin panel to manage content and a great API. But what if you want to provide a search engine for content?
If you are interested in extracting text and metadata from documents, you have probably heard about Apache Tika. It is a great tool that can extract a bunch of information from a wide range of file formats, including PDF, Word, Excel, PowerPoint, HTML, XML, and many more. The problem is that it is a Java …
Next.js is a React framework that allows you to build server-side rendered applications with React. It is a great tool to build static websites, but it also allows you to build dynamic websites, with server-side rendering and static generation. What are your options if you want to offer a search feature in your application? With …
How to build a search engine with Next.js and Nuclia Read More »
Svelte makes it very easy to create custom elements (we already discussed it in a previous post actually). By adding svelte:options tag to a component, you declare you want to obtain a custom element, and if you pass customElement: true to compiler options, you build a custom element that you can use in any web …
