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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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Reranking in RAG: why a cross-encoder second pass fixes most bad answers
pranjulrathour profile

Reranking in RAG: why a cross-encoder second pass fixes most bad answers

#rag #reranking #crossencoder #retrieval
Comments
3 min read
Chunking strategies for RAG: sizes, overlap and structure-aware splits
pranjulrathour profile

Chunking strategies for RAG: sizes, overlap and structure-aware splits

#rag #chunking #retrieval #guide
Comments
3 min read
Choosing an embedding model for RAG (and when to switch)
pranjulrathour profile

Choosing an embedding model for RAG (and when to switch)

#rag #embeddings #retrieval #guide
Comments
3 min read
Building a Production RAG Pipeline with n8n, Qdrant, and Gemini: A Step-by-Step Walkthrough
hosseinhezami profile

Building a Production RAG Pipeline with n8n, Qdrant, and Gemini: A Step-by-Step Walkthrough

#ai #rag #n8n #gemini
5
Comments
15 min read
We built a support widget with no human handoff. Here's why that's the honest version.
sharphaw profile

We built a support widget with no human handoff. Here's why that's the honest version.

#showdev #ai #rag #webdev
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5 min read
We Deleted Our Vector Database. Postgres Was Faster.
infoinlet1 profile

We Deleted Our Vector Database. Postgres Was Faster.

#ai #postgres #database #rag
7
Comments
9 min read
RAG vs Memory vs Tools: What Information Should an AI Agent Actually Store?
hosseinhezami profile

RAG vs Memory vs Tools: What Information Should an AI Agent Actually Store?

#ai #rag #agents #tools
5
Comments 1
16 min read
RAG Poisoning Is a Supply Chain Attack, Not a Prompt Injection Variant
roxdavirox profile
Davi

RAG Poisoning Is a Supply Chain Attack, Not a Prompt Injection Variant

#ai #llm #rag #security
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4 min read
Why LLMs chatbots experience memory loss and how to overcome it?
asras profile
Asra S

Why LLMs chatbots experience memory loss and how to overcome it?

#ai #llm #rag #chatgpt
Comments
2 min read
The Next RAG Problem Isn’t Retrieval — It’s Knowing When Not to Retrieve
hosseinhezami profile

The Next RAG Problem Isn’t Retrieval — It’s Knowing When Not to Retrieve

#rag #ai #agents #problem
5
Comments 1
13 min read
RAG Solved the Wrong Problem: What Actually Makes AI Applications Reliable?
hosseinhezami profile

RAG Solved the Wrong Problem: What Actually Makes AI Applications Reliable?

#ai #rag #assistant #architecture
5
Comments
15 min read
Demystifying LLM Context Windows: How AI Memory Works (and Why It Fails)
iar01 profile

Demystifying LLM Context Windows: How AI Memory Works (and Why It Fails)

#ai #llm #rag #machinelearning
Comments
7 min read
RAG Over YouTube Playlists: From Video URLs to Cited Answers in 60 Lines
bloody_valentine_51e5dacd profile

RAG Over YouTube Playlists: From Video URLs to Cited Answers in 60 Lines

#ai #rag #youtube #python
Comments
4 min read
When a citation survives but the answer does not
amasen profile

When a citation survives but the answer does not

#ai #rag #python #testing
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4 min read
Infino: fastest VectorDB at a million, still cheaper at a billion
muralikpbhat profile

Infino: fastest VectorDB at a million, still cheaper at a billion

#vectordatabase #rag #ai #machinelearning
1
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9 min read
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