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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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Second Brain Explained for Engineers and Knowledge Workers

Second Brain Explained for Engineers and Knowledge Workers

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9 min read
Day 9 - Sparse embedding continued - RAG

Day 9 - Sparse embedding continued - RAG

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2 min read
Two Retrieval Methods Are Better Than One: Evidence from 500 Clinical Queries

Two Retrieval Methods Are Better Than One: Evidence from 500 Clinical Queries

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2 min read
CDD Paper: Context-Driven Decomposition for RAG Knowledge Conflict

CDD Paper: Context-Driven Decomposition for RAG Knowledge Conflict

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9 min read
How I Built a Fully Local AI F1 Pit-Wall Using LLaMA 3, RAG, and Real-Time Telemetry

How I Built a Fully Local AI F1 Pit-Wall Using LLaMA 3, RAG, and Real-Time Telemetry

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3 min read
Why AI Code Assistants Waste Context — and How RAG Fixes It

Why AI Code Assistants Waste Context — and How RAG Fixes It

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18 min read
my hackathon submission

my hackathon submission

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2 min read
Building a Healthcare AI Assistant with RAG, .NET, PostgreSQL, and pgvector

Building a Healthcare AI Assistant with RAG, .NET, PostgreSQL, and pgvector

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3 min read
# From Metadata to Knowledge Discovery: Why I Am Not Starting With a Chatbot

# From Metadata to Knowledge Discovery: Why I Am Not Starting With a Chatbot

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3 min read
Claude Code 'Run Until Done' Mode, AI Concierge, & Mythos Scan for Curl Bugs

Claude Code 'Run Until Done' Mode, AI Concierge, & Mythos Scan for Curl Bugs

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3 min read
#Why Your RAG Pipeline Can't Answer Relationship Questions (And How We Fixed It)

#Why Your RAG Pipeline Can't Answer Relationship Questions (And How We Fixed It)

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7 min read
How I set up RAG evals in CI/CD so they actually catch regressions

How I set up RAG evals in CI/CD so they actually catch regressions

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6 min read
There Is No Single "Best Model"

There Is No Single "Best Model"

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2 min read
Production Reranker Layer for RAG in Python: Cross-Encoder, Cohere Fallback, and Reciprocal Rank Fusion (Runnable Code)

Production Reranker Layer for RAG in Python: Cross-Encoder, Cohere Fallback, and Reciprocal Rank Fusion (Runnable Code)

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10 min read
Beyond Vector Search: What RAG Actually Needs

Beyond Vector Search: What RAG Actually Needs

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3 min read
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