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swaminarayan

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Show HN: Query months of HN discussions and comments as a knowledge graph

github.com
4 points·by swaminarayan·2 miesiące temu·5 comments

Ask HN: Best LLM model for a RAG-based Android app across all smartphones?

1 points·by swaminarayan·3 miesiące temu·1 comments

GPT-5.4 in Microsoft Foundry

techcommunity.microsoft.com
2 points·by swaminarayan·4 miesiące temu·0 comments

[untitled]

1 points·by swaminarayan·4 miesiące temu·0 comments

Internals of a Key-Value Store Built on SQLite's B-Tree Engine

hash-anu.github.io
5 points·by swaminarayan·4 miesiące temu·0 comments

[untitled]

1 points·by swaminarayan·4 miesiące temu·0 comments

Ask HN: Designing TTL for a B-tree KV store – feedback on dual-index approach

github.com
4 points·by swaminarayan·4 miesiące temu·1 comments

Show HN: SNKV – SQLite's B-tree as a key-value store (C/C++ and Python bindings)

github.com
36 points·by swaminarayan·5 miesięcy temu·31 comments

Show HN: SNKV – KV store on SQLite's B-tree with 11x less memory than RocksDB

github.com
3 points·by swaminarayan·5 miesięcy temu·0 comments

comments

swaminarayan
·w zeszłym miesiącu·discuss
[dead]
swaminarayan
·2 miesiące temu·discuss
How it select model? using AI?
swaminarayan
·2 miesiące temu·discuss
I am getting used to with this lightrag-snkv, Now I dont need to check hacker news site again, it automatically ingest top ranked posts and I can query and check answers using natural query language.
swaminarayan
·2 miesiące temu·discuss
I am pasting link here: https://github.com/user-attachments/assets/23a95319-ee66-49b...
swaminarayan
·2 miesiące temu·discuss
if you are opening video in mobile github app then it won’t open.Check in browser.
swaminarayan
·2 miesiące temu·discuss
Right now Show HN and Ask HN tags based blogs and its comments are ingested in database.
swaminarayan
·3 miesiące temu·discuss
this is not mythology. this is ithihasas meaning thus it happened
swaminarayan
·3 miesiące temu·discuss
[dead]
swaminarayan
·3 miesiące temu·discuss
Found my answer: https://github.com/google-ai-edge/gallery?tab=readme-ov-file
swaminarayan
·3 miesiące temu·discuss
i like this idea, especially for the parent who dont want their kids to watch reels/shorts of the instagram and youtube apps.
swaminarayan
·3 miesiące temu·discuss
lol
swaminarayan
·3 miesiące temu·discuss
What architectural decisions enabled pg_textsearch to outperform Tantivy/ParadeDB by 4.7×, especially given Tantivy’s reputation for speed?
swaminarayan
·4 miesiące temu·discuss
Interesting approach — especially around modifying SQLite’s internals.

In SNKV, I’m taking almost the opposite direction: keeping B-tree / storage-layer ideas and removing the SQL layer entirely, to expose a minimal key-value interface.

Curious how you think about the tradeoff between simplifying the query layer vs the storage layer.

https://github.com/hash-anu/snkv
swaminarayan
·4 miesiące temu·discuss
Really interesting design — especially using SQLite-compatible storage with a PostgreSQL interface.

I'm working on SNKV, which explores a different approach: skipping the SQL layer entirely and focusing on a simple key-value interface.

It works closer to the storage layer (b-tree / WAL / pager concepts), aiming for a lightweight and minimal design, while supporting multi-process access.

Curious how you think about the tradeoff between SQL flexibility and a simpler KV interface.

https://github.com/hash-anu/snkv
swaminarayan
·4 miesiące temu·discuss
Very cool approach. I’m working on a related KV storage project (snkv - https://github.com/hash-anu/snkv)

How do you handle manifest consistency and updates—append-only or rewrite-heavy?
swaminarayan
·4 miesiące temu·discuss
What were the biggest architectural changes in the rewrite, and what tradeoffs did you make compared to the old Video.js design?
swaminarayan
·4 miesiące temu·discuss
Does your method work better than standard ANN when filters are very strict—and how does it affect speed vs accuracy?
swaminarayan
·4 miesiące temu·discuss
How do you build a procedurally generated survival game in a terminal without a graphics engine?
swaminarayan
·4 miesiące temu·discuss
How did you make a very small AI model (14M) sound more natural and expressive than even bigger models?
swaminarayan
·4 miesiące temu·discuss
if you want to use key value store using sqlite then you can try : https://github.com/hash-anu/snkv

in which i am directly accessing b-tree layer and not consuming query layer.

for kv workloads it is much faster compare to sql.

and yeah you will get same benefits of sqlite storage engine.