How I built a system to manage multiple side projects from my phone using a Telegram bot, AI agents, and a task board — turning dead time into productive project management.
This article explains how Flatuniverse implements time-aware AI responses for research paper chat. It covers the technical implementation of temporal analysis in queries, the process of finding and ranking relevant research papers based on both content and temporal relevance, and how the system generates context-aware chat responses. The article ends by explaining how responses are streamed to the frontend in real-time for better user experience.
Explore how FlatUniverse uses modern tools like Trigger.dev, Sequin, Neon, and Pinecone to transform research paper processing. This article dives into the technical architecture and workflows that make research papers accessible, from metadata extraction and vector embedding to AI-driven semantic search.
In this article, we build a simple Q&A app that allows users to upload files and ask questions about their content. We create a Next.js project, integrate UploadThing, a vector database, and OpenAI.
One of the best use cases of AI and RAG is to extract information from large amounts of data. In this article, we build a simple web app that allows us to upload documents and ask questions about the uploaded documents.
Trigger.dev released the new, v3 version recently, making creating asynchronous workflows even simpler in their cloud architecture with NodeJS. In this article, we are going to build a simple application and explore the capabilities of the new trigger.dev version.
The wallet app is nothing without the capability of sending tokens. In this article, we are going to build a new feature that allows us to send tokens from one address to another.
Supporting multiple currencies in our wallet app is crucial feature. In this article, we are going to extend the app functionality to support the Polygon network.