Utility Embedding Tools
There are 7 utility tools tracked. The highest-rated is vcal-project/vcal-core at 40/100 with 3 stars.
Get all 7 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=embeddings&subcategory=utility&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
vcal-project/vcal-core
VCAL Core — high-performance semantic cache and vector cache library for LLM... |
|
Emerging |
| 2 |
outmatic/TurboQuant
High-performance .NET implementation of Google's TurboQuant algorithm (ICLR... |
|
Experimental |
| 3 |
gorajing/zuhn
Personal knowledge operating system — ingests content, extracts insights via... |
|
Experimental |
| 4 |
ctx-0/embed-engine
resumable batch image embedding pipeline |
|
Experimental |
| 5 |
stffns/hadamax
Fast compressed ANN search via randomized Hadamard transform and optimal... |
|
Experimental |
| 6 |
stffns/snapvec
Fast compressed ANN search via randomized Hadamard transform + Lloyd-Max... |
|
Experimental |
| 7 |
sshatl/sec-filings-rag
RAG assistant for SEC 10-K/10-Q filings: downloads EDGAR reports, parses and... |
|
Experimental |