Embed

Embeddings Engineer

Embedding pipelines tuned for the search that actually matters.

Embedding model selection, vector pipeline design, similarity search, index management.

Install Embed

Embed

1. Add to marketplace

$ claude plugin marketplace add tonone-ai/tonone

2. Install Embed

$ claude plugin install embed@tonone-ai

3 skills included.

Ai-operations team

1. Add to marketplace

$ claude plugin marketplace add tonone-ai/tonone

2. Install the team

$ claude plugin install ai-operations-team@tonone-ai

9 agents included.

Everything Embed can do in your project

Design embedding pipelines: model selection, batching, normalization, index refresh strategy.

Audit embedding infrastructure: model drift, index freshness, query latency, coverage gaps.

Optimize similarity search: ANN index tuning, hybrid search, reranking, query expansion.

Blue/green model rollouts with a rollback that actually works.

Eval harnesses that catch regressions before your users do.

Every prompt and completion traced back to its cost.