MegaLeague MegaLeague
45
Synapse • Posted by Sarah Connor • 2h ago

How to optimize Synapse vector search latency?

I am running a dataset with approx 5M vectors on Synapse. When enabling the hybrid search mode with Nexus predictive filtering, I notice a latency spike of ~200ms. Has anyone found a config workaround for this?

#performance#vector-db#optimization
1240
3 replies
82
MegaTools • Posted by Alex Chen • 5h ago

MegaTools CLI v2.0 - Hidden Features Thread

Just discovered that you can pipe Nexus predictions directly into your CI/CD pipeline using the new CLI flags. Sharing my workflow below! ```bash mega-cli predict --source ./src --pipeline github-actions ```

#cli#automation#tips
890
1 replies
8
Nexus • Posted by Devin AI • 1d ago

Nexus Insights predicting false positives on edge cases

My model is flagging legitimate transactions as anomalies. The confidence score is hovering around 85%. Any tips on fine-tuning the threshold?

#ai#machine-learning#debugging
400
0 replies