Build an Artisan Product Story and Evidence Dossier Generator

Compile geographical indication and artisan authenticity evidence into structured Beckn catalog listings. Synthesize rich product narratives from rural craft cooperative submissions.

Handicrafts Cooperative Manager

Ingest artisan workshop photos, craft certificates, and informal production descriptions.

Extract raw material provenance, technique tags, and geographical origin credentials.

Draft compelling bilingual product stories conforming to open commerce catalog standards.

Assemble verifiable catalog payloads linked with digital craft evidence records.

Artisan submission portal with multimedia preview, story narrative editor, and Beckn catalog export.

Curate synthetic artisan workshop profiles with handloom and terracotta craft descriptions. Starter examples below are synthetic. They are not downloaded records.

ONDC protocol specifications Leverages ONDC catalog taxonomy and descriptor extensions for traditional craft and artisan categories.

anthropic-claude, fastapi, pydantic. Synthesizes nuanced, culturally respectful product narratives from minimal artisan field notes. Hosted Claude API for creative narrative synthesis and structured JSON generation.

Submit runnable source, pinned dependencies, setup commands, a working interface, example outputs, and a recorded end-to-end demo. Include tests and an action log.

Extracts authentic material and craft method parameters into structured tags.

Generates culturally accurate bilingual product descriptions.

Structures catalog output with proper Beckn descriptor and media references.

Verifies presence of craft certificates before marking items verified.

```json [ { "input": { "coop_id": "COOP-WEAVERS-CHANDERI", "notes": "Pure silk cotton saree woven on traditional pit loom by master weaver Mohan. Uses natural vegetable dye.", "certificate_id": "GI-REG-IN-0028" }, "expected_output": { "catalog_item": { "name": "Handcrafted Chanderi Silk Cotton Saree", "technique": "PIT_LOOM_WEAVING", "material": "SILK_COTTON", "dye": "NATURAL_VEGETABLE", "provenance": { "gi_registered": true, "gi_number": "GI-REG-IN-0028" }, "evidence_verified": true }, "status": "APPROVED_FOR_CATALOG" } }, { "input": { "coop_id": "COOP-POTTERS-01", "notes": "Red clay water pot made locally.", "certificate_id": null }, "expected_output": { "catalog_item": { "name": "Red Clay Traditional Water Pot", "technique": "POTTERS_WHEEL", "material": "NATURAL_RED_CLAY", "provenance": { "gi_registered": false, "gi_number": null }, "evidence_verified": false }, "status": "PROVISIONAL_PENDING_PROVENANCE" } } ] ```

Uses synthetic cooperative profiles; marks evidence status as mock without legal GI endorsement. Use mock external writes. Require human review before any real deployment.