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All Data and AI Weekly #181 - 17-March-2025

All Data and AI Weekly ( AI, Data, NiFi, Iceberg, Polaris, Streamlit, Flink, Kafka, Python, Java, SQL, Unstructured Data ) #181 - 17-March-2025 https://bsky.app/profile/paas...

17.03.2025 0 Read More

How OutSystems Mentor Uses AI to Streamline Development

Like many other developers, I have mixed feelings about AI and code generation. On one hand, AI makes things more interesting by providing a solid baseline to build upon, which can speed up the develo...

17.03.2025 0 Read More

Address Common Machine Learning Challenges With Managed MLflow

Managing generative AI (GenAI) projects involves tracking training data, model parameters and training runs to improve model performance. Comparing experiments, identifying optimal configurations and ...

18.03.2025 0 Read More

Top 5 GenAI use cases in supply chain management

As a GenAI framework, it enables supply chains to move from being reactive to predictive. Needle is powered by deep learning, NLP, RAG, agentic workflow, and advanced data synthesis. By analyzing real...

21.03.2025 0 Read More

Introducing AWS Service Reference Information MCP Server

What is a MCP server? LLMs are like genies trapped in a bottle: their knowledge is limited by their training data, specifically their knowledge cutoff date, and they can't take actions.Severa...

22.03.2025 0 Read More

AWS Service Reference Information MCP Server: how up-to-date, scoped, reference data helps deliver better answers.

In my previous post, I introduced AWS Service Reference Information MCP Server, a Model Context Protocol server exposing AWS Authorization Reference data to LLMs. To illustrate how up-to-date, scoped,...

22.03.2025 0 Read More

MCP the API Gateway for AI Agents

AI agents are revolutionising industries by automating complex tasks and enabling efficient workflows. However, the effectiveness of these agents more dependent on data, systems and other agents.The M...

22.03.2025 0 Read More

Getting Started with Generative AI Services on OCI

Introduction This article aims to provide a comprehensive guide for beginners to get started with Oracle Cloud Infrastructure (OCI) Generative AI service. This article covers everything from ...

23.03.2025 0 Read More

Generic RAG Frameworks: Why They Can’t Catch On

In the market for generic RAG frameworks, the different providers are fighting over who can provide 67% accuracy versus 65%. And when you run an off-the-shelf RAG framework on your use case, it will e...

23.03.2025 0 Read More

Notes from course: Generative AI with Large Language Models - Week 2

Notes from Week 1 Fine Tuning Fine tuning is the process of training the model with task-specific examples. This is done via supervised learning by providing samples of prompts and desired com...

23.03.2025 0 Read More

All Data and AI Weekly #181 - 17-March-2025

How OutSystems Mentor Uses AI to Streamline Development

Address Common Machine Learning Challenges With Managed MLflow

Top 5 GenAI use cases in supply chain management

Introducing AWS Service Reference Information MCP Server

AWS Service Reference Information MCP Server: how up-to-date, scoped, reference data helps deliver better answers.

MCP the API Gateway for AI Agents

Getting Started with Generative AI Services on OCI

Generic RAG Frameworks: Why They Can’t Catch On

Notes from course: Generative AI with Large Language Models - Week 2

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