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All Data and AI Weekly #192 - June 2, 2025
Cover image for All Data and AI Weekly #192 - June 2, 2025

All Data and AI Weekly #192 - June 2, 2025

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3 min read
Context Isn’t Everything: Build Efficient LLM Apps with LlamaIndex + Featherless
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Context Isn’t Everything: Build Efficient LLM Apps with LlamaIndex + Featherless

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5 min read
🧠 How Agents Use Memory (and How to Design It Right)

🧠 How Agents Use Memory (and How to Design It Right)

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1 min read
Why sharding is essential to fine-tuning LLMs
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Why sharding is essential to fine-tuning LLMs

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2 min read
I benchmarked 4 Python text extraction libraries (2025)
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I benchmarked 4 Python text extraction libraries (2025)

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4 min read
Will Code Become the New Handloom?

Will Code Become the New Handloom?

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1 min read
How to Use AutoGen to Build AI Agents That Collaborate Like Humans
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How to Use AutoGen to Build AI Agents That Collaborate Like Humans

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4 min read
Understanding State & Memory in AutoGen: Teaching AI to Think in Steps
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Understanding State & Memory in AutoGen: Teaching AI to Think in Steps

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2 min read
Prompt Engineering Knowledge Cards

Prompt Engineering Knowledge Cards

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3 min read
Efficient HTML to Markdown Conversion for LLM Input with mq-crawler
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Efficient HTML to Markdown Conversion for LLM Input with mq-crawler

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3 min read
From Prompts to Plays: Using Language Models as Game AI in PHP

From Prompts to Plays: Using Language Models as Game AI in PHP

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3 min read
FrugalGPT: Reducing LLM Costs & Improving Performance
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FrugalGPT: Reducing LLM Costs & Improving Performance

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6 min read
about LLM and DeepLearning

about LLM and DeepLearning

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1 min read
Creating AI Agents That Use Your MCP Server (Part 4/5)

Creating AI Agents That Use Your MCP Server (Part 4/5)

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7 min read
Debiasing LLM Judges: Understanding and correcting AI Evaluation Bias

Debiasing LLM Judges: Understanding and correcting AI Evaluation Bias

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5 min read
🧠 Beyond Structured Chaos
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🧠 Beyond Structured Chaos

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7 min read
🧠 Exploring Offline LLMs

🧠 Exploring Offline LLMs

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2 min read
How ColBERT works
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How ColBERT works

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2 min read
AI at the edge — June 10, 2025 — live from Cisco Live in San Diego, CA!

AI at the edge — June 10, 2025 — live from Cisco Live in San Diego, CA!

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1 min read
Announcing our official LangChain integration
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Announcing our official LangChain integration

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1 min read
Running ML Models Locally with Docker Model Runner
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Running ML Models Locally with Docker Model Runner

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4 min read
I Tried to Automate Knowledge Graph Schema and It Blew My Mind
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I Tried to Automate Knowledge Graph Schema and It Blew My Mind

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11 min read
Using RAG architecture for generative tasks

Using RAG architecture for generative tasks

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4 min read
Promptfoo vs Deepteam vs PyRIT vs Garak: The Ultimate Red Teaming Showdown for LLMs
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Promptfoo vs Deepteam vs PyRIT vs Garak: The Ultimate Red Teaming Showdown for LLMs

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10 min read
The 6-Month System to Escape Admin Hell

The 6-Month System to Escape Admin Hell

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3 min read
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