Seed-packet capture: vision model, extraction, catalog match, create (backend) (#81)
Photograph a seed packet → it fills in the plant and the purchase. This is the backend; the scan UI is a follow-up PR. Vision model config (mirrors the agent model from #79): - Migration 0011 adds instance_settings.vision_model; PANSY_VISION_MODEL is the env default. Precedence Settings → env → empty; the KEY stays in the env. - EffectiveVision resolves it; /capabilities advertises "vision" only when a model + key are configured, so the UI offers the scan button only when it works. Extraction is one-shot, NOT an agent loop (internal/vision): - majordomo.Generate[SeedPacket] derives a JSON schema from the struct tags and hands the image to the vision model; it can't call a tool, so it can't touch the garden — it only reads a picture and returns data. Numeric fields are pointers, so a field the packet doesn't print comes back nil, not a made-up 0. - Hermetic test: majordomo's fake provider returns canned packet JSON and Generate unmarshals it, image + derived schema included. No live model. The image is normalized to JPEG at the upload boundary (imagenorm from #80), which is where an iPhone HEIC becomes readable — majordomo's media path can't decode HEIC. imagenorm now links into the binary (~7 MB, the cost #80 deferred). The hard part is catalog matching, not OCR (internal/service/seed_packet.go): - A wrong auto-match splits a variety's seed-lot history across duplicate rows, so the service NEVER auto-creates. matchPlants surfaces RANKED candidates (exact name → variety-in-name → same species, conservative and name-based), the user confirms, and CreateFromPacket makes the plant (new or existing) + the lot. Exactly one of plantId/newPlant, refused otherwise. - Plants/lots aren't in the undo history (catalog/inventory), so no change set. - The extractor is injectable (service.WithPacketExtractor) so ExtractSeedPacket and the /scan endpoint test end to end against a fake, no live model. Endpoints: POST /seed-lots/scan (multipart image → proposal, reads only; extends the read deadline for a slow phone upload, caps the body, maps too-large/unreadable to clear statuses) and POST /seed-lots/from-packet (confirmed proposal → 201). Docs: README (PANSY_VISION_MODEL), DESIGN (routes + the decision and why the model can't touch the garden). Co-Authored-By: Claude Opus 4.8 (1M context) <[email protected]> Claude-Session: https://claude.ai/code/session_01H3zbym8Doka2d7D48maSgZ
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@@ -253,9 +253,13 @@ type InstanceSettings struct {
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// majordomo.Parse, exactly like the env var it shadows.
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AgentModel string `json:"agentModel"`
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// AgentEnabled overrides PANSY_AGENT_ENABLED when non-nil. nil = inherit.
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AgentEnabled *bool `json:"agentEnabled"`
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Version int64 `json:"version"`
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UpdatedAt string `json:"updatedAt"`
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AgentEnabled *bool `json:"agentEnabled"`
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// VisionModel overrides PANSY_VISION_MODEL when non-empty; the model that
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// reads a photographed seed packet (#81). Empty = feature off unless the env
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// var names one.
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VisionModel string `json:"visionModel"`
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Version int64 `json:"version"`
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UpdatedAt string `json:"updatedAt"`
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}
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// User is a pansy account. It may have a local password, OIDC identity, or both.
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