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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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FAISS vs Qdrant vs pgvector: choosing a vector store for a student or startup RAG project
pranjulrathour profile

FAISS vs Qdrant vs pgvector: choosing a vector store for a student or startup RAG project

#rag #vectordatabase #faiss #qdrant
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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
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3 min read
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
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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
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3 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
What Is RAG, and Why Does Your LLM Need It?
jishnusaha89 profile

What Is RAG, and Why Does Your LLM Need It?

#rag #llm #ai #jishnusaha
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14 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
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2 min read
Vector Databases for Production RAG (2026): Pinecone vs Qdrant vs Milvus vs pgvector
locionic profile

Vector Databases for Production RAG (2026): Pinecone vs Qdrant vs Milvus vs pgvector

#ai #vectordatabases #rag #machinelearning
1
Comments 5
11 min read
RAG Is Not an Architecture: Choosing the Right Retrieval Strategy for GenAI
shweta_mishra_b3c97874de9 profile

RAG Is Not an Architecture: Choosing the Right Retrieval Strategy for GenAI

#rag #llm #ai #genai
1
Comments 1
4 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
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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
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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
How to Get YouTube Transcripts as a Developer (4 Methods That Work in 2026)
bloody_valentine_51e5dacd profile

How to Get YouTube Transcripts as a Developer (4 Methods That Work in 2026)

#youtube #api #rag #python
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5 min read
Why my RAG platform says "I don't know" — building RAG.NextUpgrad
pranjulrathour profile

Why my RAG platform says "I don't know" — building RAG.NextUpgrad

#rag #retrieval #llm #productionai
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3 min read
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