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RAG_VECTOR_OPTIMIZATION Series' Articles

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Cover image for Embeddings 101 for RAG: Why Storage & Compute Explode?

Abhishek Gautam

Jul 16 '25

Embeddings 101 for RAG: Why Storage & Compute Explode?

#rag #vectordatabase #openai #ai

4 min read

Cover image for halfvec: Half the Bits, Twice the speed?

Abhishek Gautam

Jul 17 '25

halfvec: Half the Bits, Twice the speed?

#rag #vectordatabase #ai #openai

7 min read

Cover image for Binary Quantization: the 1-bit trick that turns terabytes of vectors into pocket-sized fingerprints

Abhishek Gautam

Jul 18 '25

Binary Quantization: the 1-bit trick that turns terabytes of vectors into pocket-sized fingerprints

#vectordatabase #ai #rag

7 min read