Local models
Gemma 4 Fine-tuning Guide | Unsloth Documentation
The official Unsloth guide for fine-tuning Gemma 4 focuses on local model training. It details how to adapt Google's open-weights models u...
Aug 8, 202612 min
Articles tagged: vector database
14 articles
AI tools
How I’m Making Sure My Analytics Career Doesn’t Get Eaten by AI
AI is transforming analytics, but instead of fearing it, I leverage it as a co-pilot. By focusing on strategic thinking, data storytelling...
Jul 21, 20268 min
AI agents
NVIDIA Nemotron 3 Embed Ranks #1 Overall on RTEB, Advancing Agentic Retrieval
NVIDIA's Nemotron-3-8B-Embedding model achieves the top ranking on the Retrieval Text Embedding Benchmark (RTEB), setting a new standard f...
Jul 17, 20269 min
AI tools
That Is Embarrassing: Why Frontier AI Still Makes Things Up, and What to Do About It
Frontier AI models continue to generate plausible-sounding but false information, a persistent flaw known as hallucination. This article e...
Jul 12, 20267 min
AI tools
LLM Wikis Are Over-Engineered
Most LLM wikis add unnecessary complexity with vector databases and APIs. A pure Python compiler can replace them, parsing structured mark...
Jul 7, 20268 min
AI agents
Why the Best Agents Are Simpler Than You Think
Discover why top-performing AI agents rely on minimalistic design, clear prompts, and smart tool use instead of complex architectures. Sim...
Jun 27, 20267 min
AI agents
From Local LLM to Tool-Using Agent
Learn how to transform a local large language model into a powerful agent by integrating external tools like web search, APIs, and code ex...
Jun 26, 20268 min
AI agents
How To Give Your Agent Memory
Learn how to equip AI agents with memory using vector databases, conversation history, and structured storage. Practical techniques for pe...
Jun 25, 20267 min
AI tools
Anchor Detection for RAG: Parallel Detectors, Then One LLM Call at the End
A technique for efficient RAG that uses lightweight parallel detectors to identify semantic anchors before making a single, targeted LLM c...
Jun 24, 20268 min
AI research
MosaicLeaks: Can your research agent keep a secret?
MosaicLeaks reveals how AI research agents can inadvertently reconstruct sensitive information from fragmented data. This article explores...
Jun 19, 20268 min
AI agents
You Probably Don’t Need an Agent Framework
Many developers rush to adopt complex agent frameworks, but often a simple loop with an LLM suffices. This article explains when to skip t...
Jun 18, 20265 min
Guides
Vision LLMs are PDF Parsers Too: Reading Charts and Diagrams for RAG
Learn how vision LLMs extract data from charts and diagrams in PDFs for RAG pipelines. This guide covers practical examples using multimod...
Jun 14, 20268 min
AI agents
Harness, Scaffold, and the AI Agent Terms Worth Getting Right
A clear and practical article about artificial intelligence for a professional audience.
Jun 7, 20266 min
AI tools
Introducing LangChain Labs
A clear and practical article about artificial intelligence for a professional audience.
Jun 6, 202612 min