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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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Exploring Edge-Native AI: Running RAG Fully Offline on Android

Exploring Edge-Native AI: Running RAG Fully Offline on Android

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1 min read
Mastering Modern Hiring Demonstration: Using Docling and PostgreSQL by Bob to Build a Local Candidate RAG Database

Mastering Modern Hiring Demonstration: Using Docling and PostgreSQL by Bob to Build a Local Candidate RAG Database

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11 min read
Streamlit Workflow & Enterprise AI Deployment: Compliance & Production NLP

Streamlit Workflow & Enterprise AI Deployment: Compliance & Production NLP

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4 min read
Two Weeks of My News Aggregator: RAG Chat and a Sentiment Dial

Two Weeks of My News Aggregator: RAG Chat and a Sentiment Dial

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9 min read
Prompt engineering vs RAG vs Finetuning

Prompt engineering vs RAG vs Finetuning

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1 min read
Built a Predictive Incident Response Agent with LLMs and Vector Memory

Built a Predictive Incident Response Agent with LLMs and Vector Memory

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6 min read
How I Used Hindsight to Make an Agent Actually Learn

How I Used Hindsight to Make an Agent Actually Learn

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3 min read
DEALMIND

DEALMIND

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1 min read
DEALINTEL

DEALINTEL

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6 min read
I Prompted 5 Frontier LLMs to “Report Uncertainty” Here’s What Happened to Their Statistical Validity Scores

I Prompted 5 Frontier LLMs to “Report Uncertainty” Here’s What Happened to Their Statistical Validity Scores

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2 min read
RAG: How AI Models Use Your Data Without Forgetting

RAG: How AI Models Use Your Data Without Forgetting

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14 min read
Most document AI questions aren't retrieval problems

Most document AI questions aren't retrieval problems

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4 min read
Why I built ragwise: pip-installable RAG with hybrid search, streaming, and agent tools by default

Why I built ragwise: pip-installable RAG with hybrid search, streaming, and agent tools by default

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4 min read
I Built a 7-Agent Prompt Framework, Then Used It to Debug Its Own Output

I Built a 7-Agent Prompt Framework, Then Used It to Debug Its Own Output

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6 min read
Context Engineering: The Next Evolution Beyond DevOps

Context Engineering: The Next Evolution Beyond DevOps

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3 min read
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