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Hitchhiker’s Guide to RAG: From Tiny Files to Tolstoy with OpenAI’s API and LangChain

Hitchhiker’s Guide to RAG: From Tiny Files to Tolstoy with OpenAI’s API and LangChain

by Dr. Owns | Jul 11, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Scaling a simple RAG pipeline from simple notes to full books The post Hitchhiker’s Guide to RAG: From Tiny Files to Tolstoy with OpenAI’s API and LangChain appeared first on Towards Data Science. ​Scaling a simple RAG pipeline from simple notes to full books The post...
Building a Сustom MCP Chatbot

Building a Сustom MCP Chatbot

by Dr. Owns | Jul 10, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Understanding all the details of the model context protocol The post Building a Сustom MCP Chatbot appeared first on Towards Data Science. ​Understanding all the details of the model context protocol The post Building a Сustom MCP Chatbot appeared first on Towards...
Reducing Time to Value for Data Science Projects: Part 3

Reducing Time to Value for Data Science Projects: Part 3

by Dr. Owns | Jul 10, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Setting up a robust experimentation process The post Reducing Time to Value for Data Science Projects: Part 3 appeared first on Towards Data Science. ​Setting up a robust experimentation process The post Reducing Time to Value for Data Science Projects: Part 3...
Scene Understanding in Action: Real-World Validation of Multimodal AI Integration

Scene Understanding in Action: Real-World Validation of Multimodal AI Integration

by Dr. Owns | Jul 10, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

A deep dive into real-world case studies: from indoor space and urban streets to world-famous landmarks The post Scene Understanding in Action: Real-World Validation of Multimodal AI Integration appeared first on Towards Data Science. ​A deep dive into real-world case...
Evaluation-Driven Development for LLM-Powered Products: Lessons from Building in Healthcare

Evaluation-Driven Development for LLM-Powered Products: Lessons from Building in Healthcare

by Dr. Owns | Jul 10, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

How metrics and monitoring combine with human expertise to build trustworthy AI in healthcare. The post Evaluation-Driven Development for LLM-Powered Products: Lessons from Building in Healthcare appeared first on Towards Data Science. ​How metrics and monitoring...
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