brain-seed imports Claude Code MEMORY.md files into OpenBrain by
embedding via Ollama and storing vectors in Qdrant. Supports dry-run,
plan docs, and configurable endpoints.
Also fixes embed-bench to use a shared HTTP client that trusts
self-signed certs for .lan domains behind Traefik.
Co-Authored-By: Virgil <virgil@lethean.io>
Benchmarks embedding models head-to-head using cosine similarity
on agent memory corpus. Tests cluster separation and query recall
accuracy across 4 topic groups and 8 queries.
Results: EmbeddingGemma has 2x better separation gap (0.197 vs
0.112) than nomic-embed-text, both achieve 100% top-1 recall.
Co-Authored-By: Virgil <virgil@lethean.io>
