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 ...

In this advanced tutorial, we aim to build a multi-agent task automation system using the PrimisAI Nexus framework, which is fully integrated with the OpenAI API. Our primary objective is to ...

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 ...

Have you ever stared at a massive dataset, only to realize it’s riddled with empty columns that serve no purpose? It’s a frustrating scenario—one that wastes time, clutters your workflow, and makes ...

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 ...

A startling milestone has been reached in Florida's war against the invasive Burmese pythons eating their way across the Everglades. The Conservancy of Southwest Florida reports it has captured and ...

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 ...