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Personal, Agentic Assistants: A Practical Blueprint for a Secure, Multi-User, Self-Hosted Chatbot

Personal, Agentic Assistants: A Practical Blueprint for a Secure, Multi-User, Self-Hosted Chatbot

by Dr. Owns | Dec 9, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Build a self-hosted, end-to-end platform that gives each user a personal, agentic chatbot that can autonomously vector-search through files that the user explicitly allows it to access. The post Personal, Agentic Assistants: A Practical Blueprint for a Secure,...
How AI Cuts Costs and Adds Value for Data Science Workflows (Sponsored)

How AI Cuts Costs and Adds Value for Data Science Workflows (Sponsored)

by Dr. Owns | Dec 9, 2025 | Business Intelligence

​​Increasingly, the most interesting AI work is happening inside traditional, data-rich businesses that don’t look anything like Big Tech.  ​Increasingly, the most interesting AI work is happening inside traditional, data-rich businesses that don’t look...
How AI Cuts Costs and Adds Value for Data Science Workflows (Sponsored)

Prompt Engineering for Outlier Detection

by Dr. Owns | Dec 9, 2025 | Business Intelligence

​​Learn how to detect outliers by doing a real-life data project and improve the process with AI.  ​Learn how to detect outliers by doing a real-life data project and improve the process with AI.   KDnuggets Read More
Personal, Agentic Assistants: A Practical Blueprint for a Secure, Multi-User, Self-Hosted Chatbot

How to Develop AI-Powered Solutions, Accelerated by AI

by Dr. Owns | Dec 9, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

From idea to impact :  using AI as your accelerating copilot The post How to Develop AI-Powered Solutions, Accelerated by AI appeared first on Towards Data Science. ​From idea to impact :  using AI as your accelerating copilot The post How to Develop AI-Powered...
Personal, Agentic Assistants: A Practical Blueprint for a Secure, Multi-User, Self-Hosted Chatbot

GraphRAG in Practice: How to Build Cost-Efficient, High-Recall Retrieval Systems

by Dr. Owns | Dec 9, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Smarter retrieval strategies that outperform dense graphs — with hybrid pipelines and lower cost The post GraphRAG in Practice: How to Build Cost-Efficient, High-Recall Retrieval Systems appeared first on Towards Data Science. ​Smarter retrieval strategies that...
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