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prakulhiremath/SEMANTIX

A Rust-based PostgreSQL extension that makes relational query optimizers natively aware of LLM token costs, semantic entropy, and latency budgets.

Rust OTHER GitHub ↗ site ↗
★ 2
stars
70
AI relevance
65
solo dev
0
tool sigs

DETECTED Detected AI stack

AI-related keywords found in this repo's description, topics, or README summary — grouped by category. Each badge links to the corresponding ranking detail page.

💾 Databases (1)
PostgreSQL

GitHub Topics

#database-engine #llmops #postgres-extension #query-optimizer #rag-pipeline #rust

Language breakdown (by bytes)

HTML
29.4%
Rust
53.1%
Shell
12.1%
Makefile
4.5%
Dockerfile
0.9%

Why this is classified AI-related

The AI relevance score checks four places for AI keywords and adds the weight of each one that matches. Full methodology

Repository name no match
Description +25 matched: llm
GitHub topics +25 matched: rag
README head +20 (derived from the score — README text is not stored)

Total AI relevance score: 70 / 100

Position among AI repos in the same language

We track 867 Rust repos, of which 715 score 40 or above on AI relevance. 132 have more stars than this one (top 15.3%), and 129 score higher (top 15.0%).

Owner

Account
prakulhiremath
Type
User
Followers
22
Company
VISVESVARAYA TECHNOLOGICAL UNIVERSITY, BELAGAVI

CS Undergrad @ VTU. Researching Information Geometry & epistemic uncertainty bounds in sequential/probabilistic systems to prevent representation collapse.

Dates

Created on GitHub 2026-06-07
Last push 2026-06-08
First seen here 2026-06-07
Last fetched 2026-10-11 16:19

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