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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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We won a Hackathon at Brown University 🏆

We won a Hackathon at Brown University 🏆

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5 min read
Key Benefits of RAG as a Service for Enterprise AI Applications

Key Benefits of RAG as a Service for Enterprise AI Applications

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6 min read
The Thinking Machines: How AI Learned to Reason Step-by-Step

The Thinking Machines: How AI Learned to Reason Step-by-Step

Comments 2
8 min read
RAG Is Easy. Your Data Isn't. Why AI Projects Fail

RAG Is Easy. Your Data Isn't. Why AI Projects Fail

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5 min read
Stop Tuning Embeddings: Package Your Knowledge for Retrieval

Stop Tuning Embeddings: Package Your Knowledge for Retrieval

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4 min read
Designing RAG Pipelines That Survive Production Traffic

Designing RAG Pipelines That Survive Production Traffic

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3 min read
Vectors vs. Keywords: Why "Close Enough" is Dangerous in MedTech RAG

Vectors vs. Keywords: Why "Close Enough" is Dangerous in MedTech RAG

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3 min read
You Don’t Need a Vector Database to Build RAG (Yet): A ~$1/Month DynamoDB Pipeline

You Don’t Need a Vector Database to Build RAG (Yet): A ~$1/Month DynamoDB Pipeline

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10 min read
8 RAG Patterns You Should Stop Ignoring

8 RAG Patterns You Should Stop Ignoring

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15 min read
Self-Hosting Cognee: LLM Performance Tests

Self-Hosting Cognee: LLM Performance Tests

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9 min read
Clone Your CTO: The Architecture of an 'AI Twin' (DSPy + Unsloth)

Clone Your CTO: The Architecture of an 'AI Twin' (DSPy + Unsloth)

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3 min read
When Language-Agnostic Design Helps — and When It Complicates

When Language-Agnostic Design Helps — and When It Complicates

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3 min read
Build a Production-Ready AI Document Brain: A No-Nonsense Guide to RAG SaaS

Build a Production-Ready AI Document Brain: A No-Nonsense Guide to RAG SaaS

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4 min read
RAG & Semantic Search

RAG & Semantic Search

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7 min read
One Year of Model Context Protocol: From Experiment to Industry Standard

One Year of Model Context Protocol: From Experiment to Industry Standard

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3 min read
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