V8 · persistent ANN

Navigable graph search for local semantic retrieval.

V8 adds a persisted approximate-nearest-neighbor artifact using a navigable small-world style graph. It is not branded as HNSW because the implementation is intentionally smaller and inspectable.

146records

192Dvectors

12neighbors / node

48construction breadth

#1 · model:contextual-bandit

Contextual Bandit

cosine 0.528 · 12 graph neighbors

#2 · innovation:mdp-response-orchestrator

MDP Response Orchestrator

cosine 0.514 · 12 graph neighbors

#3 · model:q-learning

Q-Learning

cosine 0.501 · 12 graph neighbors

#4 · reinforcement-learning

Markov Decision Process

cosine 0.494 · 12 graph neighbors

#5 · model:markov-decision-process

Markov Decision Process

cosine 0.468 · 12 graph neighbors

#6 · project:seo-experiment-platform

SEO Experiment Platform

cosine 0.456 · 12 graph neighbors

#7 · information-retrieval

BM25 retrieval

cosine 0.449 · 12 graph neighbors

#8 · model:thompson-sampling

Thompson Sampling

cosine 0.449 · 12 graph neighbors

#9 · innovation:human-teaching-loop

Human Teaching Loop

cosine 0.439 · 12 graph neighbors

#10 · innovation:autonomous-seo-lab

Autonomous SEO Lab

cosine 0.437 · 12 graph neighbors