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AGENTS.md

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latent

Peer into latent space. Terminal UI for text embedding visualization—embeds via Ollama, persists to Qdrant, projects to 2D via PCA.

Commands

go build ./...                    # Build
go run .                          # Run
go test ./...                     # Test all
go test ./projection -run TestPCA # Single test

Dependencies

  • Ollama at localhost:11434 with nomic-embed-text model
  • Qdrant at localhost:6334 (gRPC)

Architecture

main.go           Entry point, config, client init
ollama/client.go  HTTP client for Ollama /api/embed
qdrant/client.go  gRPC client (github.com/qdrant/go-client)
projection/pca.go SVD-based PCA for 768D -> 2D
tui/model.go      Bubble Tea model, lipgloss rendering

Code Style

  • Standard Go: gofmt, stdlib imports first, then external, then local (latent/...)
  • Wrap errors: fmt.Errorf("context: %w", err)
  • No emojis in UI; use lipgloss for styling
  • Shift+key for destructive actions (D = delete), / for toggles