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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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Cover image for Long Context vs RAG: When to Load the Whole Book

Jeff Reese

Apr 30

Long Context vs RAG: When to Load the Whole Book

#ai #rag #machinelearning #beginners

6 min read

Mar 27

A Three-Layer Memory Architecture for LLMs (Redis + Postgres + Vector) MCP

#mcp #ai #llm #rag

2 min read

Cover image for How I used DDD and hexagonal architecture to build klay+ — a flexible, provider-agnostic RAG infrastructure you can plug into any project.

Mar 27

How I used DDD and hexagonal architecture to build klay+ — a flexible, provider-agnostic RAG infrastructure you can plug into any project.

#rag #typescript #architecture #ddd

5 min read

Mar 27

I Built an Open Source AI Memory Layer. The Legacy File System Will Eventually Die.

#ai #python #agents #rag

3 min read

Mar 30

I Built a Knowledge Graph Into the Retrieval Pipeline and Then Dropped It in Production

#rag #hybridretrieval #knowledgegraph #neo4j

5 min read

Cover image for I built a GraphRAG demo with FalkorDB’s new SDK, then benchmarked it against Neo4j

Dan Shalev

Apr 29

I built a GraphRAG demo with FalkorDB’s new SDK, then benchmarked it against Neo4j

#rag #falkordb #ai #tutorial

16 min read

Cover image for Index-RAG: Citation-first approach to RAG

Praneeth Vadlapati

Mar 26

Index-RAG: Citation-first approach to RAG

#ai #rag #opensource #machinelearning

5 min read

Cover image for # The 5 memory problems for agents

Mar 30

# The 5 memory problems for agents

#agents #ai #llm #rag

11 min read

Cover image for AIGoat - AI Security Playground to Attack and Defend LLMs. All Running Locally

Farooq M

Mar 26

AIGoat - AI Security Playground to Attack and Defend LLMs. All Running Locally

#security #ai #llm #rag

3 min read

Devasish Banerjee

Mar 26

How I Built a Hallucination Detector for RAG Pipelines in Python

#python #rag #llm #machinelearning

3 min read

Cover image for The architecture of persistent AI memory: Beyond simple vector search

IshqDehlvi

Mar 25

The architecture of persistent AI memory: Beyond simple vector search

#agents #ai #architecture #rag

2 min read

Cover image for Retrieval Finds Candidates. Reranking Finds the Right One.

Seenivasa Ramadurai

Mar 30

Retrieval Finds Candidates. Reranking Finds the Right One.

#ai #beginners #llm #rag

4 min read

Tilak Raj

Mar 25

Compound AI Systems: How I Connect Multiple Models in a Single Production Product

#ai #machinelearning #openai #rag

2 min read

takawasi

Mar 25

Why Your LLM Ignores Detailed Instructions (It's Not a Bug)

#rag

2 min read

Cover image for Most GenAI chatbot tutorials stop at “call an LLM get an answer.”

Ravindra Singh Shah

Mar 25

Most GenAI chatbot tutorials stop at “call an LLM get an answer.”

#ai #genai #rag #chatapp

1 min read

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