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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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Kristian Ivanov

May 1

I Tested 28 Query Pairs to See if Semantic Caches Actually Lie to Users. The Result Surprised Me

#ai #rag #llm #webdev

11 min read

Christian Alexander Nonis

Mar 29

From RAG to a “memory layer”: what building an AI assistant taught us

#ai #machinelearning #rag #opensource

3 min read

Apr 21

15 Engineering Decisions Behind RAG Hybrid Search

#rag #ai #python #machinelearning

9 min read

Mar 30

I Built EvalGuard: A LLM Security & Evaluation Platform

#ai #cybersecurity #rag

6 min read

Ashu

Mar 28

How We Cut Our AI API Bill by 78% (And Let Cursor See Our Entire Codebase)

#ai #rust #python #rag

2 min read

Mar 28

AI Skills: Why the Future of Knowledge Alignment is in .md Files, Not Giant Datasets

#md #ai #rag #productivity

6 min read

Iniyarajan

Mar 30

RAG vs Fine-Tuning: When to Use Each AI Strategy

#rag #finetuning #aiagents #machinelearning

6 min read

Yaseen

Mar 30

When Confident AI Becomes a Hidden Liability

#ai #machinelearning #generativeai #rag

3 min read

Mar 30

Build Your Own AI Medical Brain: Transforming PDF Health Reports into a Graph-RAG Powerhouse with Neo4j and LangChain

#rag #dataengineering #python #neo4j

4 min read

Mar 29

10 Years of Blood Reports into One Graph: Building a Personal Medical Knowledge Base with Unstructured.io, Neo4j, and LlamaIndex

#dataengineering #ai #neo4j #rag

3 min read

Mar 28

From Naive to Agentic: A Developer's Guide to RAG Architectures

#ai #architecture #llm #rag

3 min read

Mar 28

I built a RAG platform because I was tired of spending 15 minutes searching for team docs

#showdev #ai #productivity #rag

3 min read

Apr 10

From Flat Files to a Living Memory: Building Graph-Based Semantic Memory for PocketPaw

#pocketpaw #rag #networkx #vectordatabase

6 min read

Apr 19

RAG vs. Agent Memory vs. LLM Wiki: A Practical Comparison

#agents #architecture #llm #rag

8 min read

Jeff Reese

Apr 30

Long Context vs RAG: When to Load the Whole Book

#ai #rag #machinelearning #beginners

6 min read

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