After building an AI prototype in six hours, John Winsor turned it into a full platform in two weeks—showing how AI is ...

The Office AI Science team is part of OPG. We build systems that are leveraged across M365 and especially within Word, Excel, and PowerPoint. The team’s recent projects have included: PPT ...

This is available in Search Console Insights and gives you a quick way to see the main topics your website is about. Google added Query groups to the Search Console Insights report. Query groups ...

We'd like to use the HTTP Client with a standalone ChromaDB server when deployed, but we'd like to have the option of using the Persistent Client when running locally. To accomplish this, while ...

Google’s query fan-out technique issues multiple background searches based on initial question. This system is active across AI Mode, Deep Search, and some AI Overview results. The approach relies on ...

Abstract: This work presents LegalBot-EC, a domain-specific legal chatbot designed to provide accurate responses grounded in Ecuadorian law. The system combines ChromaDB for contextual retrieval and ...

Soon to be the official tool for managing Python installations on Windows, the new Python Installation Manager picks up where the ‘py’ launcher left off. Python is a first-class citizen on Microsoft ...

In this tutorial, we’ll build a fully functional Retrieval-Augmented Generation (RAG) pipeline using open-source tools that run seamlessly on Google Colab. First, we will look into how to set up ...

If you’ve ever found yourself staring at a messy spreadsheet of survey data, wondering how to make sense of it all, you’re not alone. From split headers to inconsistent blanks, the challenges of ...

I have indexed 2101951 chunks into chromadb. Each chunk is 512 tokens. Embeddings used: tiktoken Below is code that is used for indexing. There is only one process that is doing indexing which is ...

Abstract: Recently, legal practice has seen a significant rise in the adoption of Artificial Intelligence (AI) for various core tasks. However, these technologies remain in their early stages and face ...