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datacream.substack.com

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Posts on record: 20
First published: 1 July 2025
Last published: 18 August 2026
Feed: datacream.substack.com/feed
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Category: uncategorised

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Recent posts

AI Agents Explained: What Is a ReAct Loop and How Does It Work?original ↗

18 Aug 2026

Water Cooler Small Talk, Ep. 11: Overfitting in RAG evaluation original ↗

11 Aug 2026

Tool Calling, Explained: How AI Agents Decide What to Do Next original ↗

28 Jul 2026

Structured Outputs with LLMs: JSON Mode, Function Calling, and When to Use Each original ↗

21 Jul 2026

How to Make Your AI App Faster and More Interactive with Response Streaming original ↗

12 May 2026

Prompt Caching with the OpenAI API: A Full Hands-On Python tutorial original ↗

5 May 2026

Beyond Prompt Caching: 5 More Things You Should Cache in RAG Pipelines original ↗

28 Apr 2026

Why Care About Prompt Caching in LLMs?original ↗

21 Apr 2026

Understanding Context and Contextual Retrieval in RAG original ↗

14 Apr 2026

RAG with Hybrid Search: How Does Keyword Search Work?original ↗

7 Apr 2026

Water Cooler Small Talk, Ep. 10: So, What About the AI Bubble?original ↗

12 Jan 2026

How to Evaluate Retrieval Quality in RAG Pipelines (Part 3): DCG@k and NDCG@k original ↗

15 Dec 2025

How to Evaluate Retrieval Quality in RAG Pipelines (part 2): Mean Reciprocal Rank (MRR) and Average Precision (AP)original ↗

9 Dec 2025

How to Evaluate Retrieval Quality in RAG Pipelines: Precision@k, Recall@k, and F1@k original ↗

11 Nov 2025

Water Cooler Small Talk, Ep. 9: What “Thinking” and “Reasoning” Really Mean in AI and LLMs original ↗

4 Nov 2025

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