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Ask this portfolio
A RAG system over this site’s content. Retrieved passages appear before the answer, with their similarity score, and every citation is checked against them. You can verify where each claim came from. When the site holds no evidence, it says so instead of inventing.
- 01
Vector
Your question becomes a 512-dimension embedding. If it’s a follow-up, the previous question rides along.
- 02
Cosine
The vector is compared against every passage of the site, quantized to int8 inside the edge function itself.
- 03
Threshold
Anything below 0.250 is dropped. If nothing clears it, the answer is “I don’t know”, with no generation spent.
- 04
Citation
The answer is generated only from the approved passages, and every citation is verified against them as the text streams.
Answers are generated from this site’s content, with mandatory and verified citations.