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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
RAG isn't memory. It's Ctrl+F with embeddings.

RAG isn't memory. It's Ctrl+F with embeddings.

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9 min read
Building a RAG Evaluation Harness That Actually Catches Problems

Building a RAG Evaluation Harness That Actually Catches Problems

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5 min read
RAG Series (2): Building Your First RAG Pipeline with LangChain

RAG Series (2): Building Your First RAG Pipeline with LangChain

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10 min read
How I Used Gemini CLI to Orchestrate a Complex RAG Migration

How I Used Gemini CLI to Orchestrate a Complex RAG Migration

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3 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
AI Agent Orchestration & Applied LLMs: Code Search, Workflow Optimization, Document Processing

AI Agent Orchestration & Applied LLMs: Code Search, Workflow Optimization, Document Processing

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3 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
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
What is Hybrid search in RAGs?

What is Hybrid search in RAGs?

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2 min read
Cache Hit Rate Is the Cost Lever Your Team Is Probably Ignoring

Cache Hit Rate Is the Cost Lever Your Team Is Probably Ignoring

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4 min read
Guide pratique : Implémenter votre Wiki LLM avec Logseq et Claude Code

Guide pratique : Implémenter votre Wiki LLM avec Logseq et Claude Code

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15 min read
Fix Your Prompt Structure Before You Touch Your Infrastructure

Fix Your Prompt Structure Before You Touch Your Infrastructure

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4 min read
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