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Ashish Mishra

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Choosing a database for AI agents: memory, retrieval and state compared

Choosing a database for AI agents: memory, retrieval and state compared

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5 min read
Open VDBBench: a fair and open benchmark for vector databases

Open VDBBench: a fair and open benchmark for vector databases

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3 min read
You don’t need two databases for hybrid search

You don’t need two databases for hybrid search

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6 min read
Where keyword search and vector search each fail

Where keyword search and vector search each fail

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3 min read
Fixed grids on vector search - comparing 3 approaches to quantization: FAISS, Turbovec, and Infino

Fixed grids on vector search - comparing 3 approaches to quantization: FAISS, Turbovec, and Infino

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11 min read
What is hybrid search?

What is hybrid search?

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4 min read
Why object-storage vectors use OPANN + Sq16, while RAM uses HNSW

Why object-storage vectors use OPANN + Sq16, while RAM uses HNSW

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4 min read
Infino's self-driving vector engine

Infino's self-driving vector engine

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3 min read
Inside a Parquet superfile

Inside a Parquet superfile

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5 min read
Cutting a ten-term BM25 OR from 74.6 ms to 20.0 ms

Cutting a ten-term BM25 OR from 74.6 ms to 20.0 ms

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3 min read
The 3 to 10 regression from running decode on tokio’s I/O pool

The 3 to 10 regression from running decode on tokio’s I/O pool

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3 min read
The three costs of a cold query on S3

The three costs of a cold query on S3

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4 min read
A commit on S3 is one compare-and-swap

A commit on S3 is one compare-and-swap

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3 min read
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