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#rag

Retrieval augmented generation, or RAG, is an architectural approach that can improve the efficacy of large language model (LLM) applications by leveraging custom data.

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VelesDB now has a Haystack connector - build a RAG pipeline with zero infrastructure

VelesDB now has a Haystack connector - build a RAG pipeline with zero infrastructure

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5 min read
AI is your Copilot, not to replace humans

AI is your Copilot, not to replace humans

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3 min read
My Phone AI Pipeline Was a Prototype. Now It's a Real Project.

My Phone AI Pipeline Was a Prototype. Now It's a Real Project.

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2 min read
Bridging the Rigidity Gap: Deploying Secure Agentic RAG in Healthcare Governance

Bridging the Rigidity Gap: Deploying Secure Agentic RAG in Healthcare Governance

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4 min read
LongTracer: Open-Source RAG Hallucination Detection Without LLM-as-a-Judge

LongTracer: Open-Source RAG Hallucination Detection Without LLM-as-a-Judge

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12 min read
Building a production RAG across a Book series: Retrieval, Reranking, and Hard Lessons

Building a production RAG across a Book series: Retrieval, Reranking, and Hard Lessons

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7 min read
Beyond the Hype: The Real State of AI in Data Analysis and LLMs (2025-2026)

Beyond the Hype: The Real State of AI in Data Analysis and LLMs (2025-2026)

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7 min read
I fine-tuned an LLM for a client, then told them not to use it

I fine-tuned an LLM for a client, then told them not to use it

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5 min read
Stop Over-Engineering Your AI Agent. Then Teach It What It Doesn't Know

Stop Over-Engineering Your AI Agent. Then Teach It What It Doesn't Know

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7 min read
Wrestling with data: OCR, monitors, and the never-ending quest for clean info

Wrestling with data: OCR, monitors, and the never-ending quest for clean info

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2 min read
How to Scrape Websites for AI Training Data & RAG Pipelines with Python

How to Scrape Websites for AI Training Data & RAG Pipelines with Python

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10 min read
The Prompt Caching Mistake That's Costing You 70% More Than You Need to Pay

The Prompt Caching Mistake That's Costing You 70% More Than You Need to Pay

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4 min read
Why AI Agents Need Memory (And Why This Might Be the Biggest Missing Piece in Today's AI)

Why AI Agents Need Memory (And Why This Might Be the Biggest Missing Piece in Today's AI)

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4 min read
EGA: Runtime Enforcement for LLM Outputs (v1.0.0)

EGA: Runtime Enforcement for LLM Outputs (v1.0.0)

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1 min read
The Agentic Radar: Why LLMs Won't Save Your Supply Chain (And Tool Calling Will)

The Agentic Radar: Why LLMs Won't Save Your Supply Chain (And Tool Calling Will)

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4 min read
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