Build a Vernacular Trade Document Preparation and Verification Assistant

Guide small rural traders through local-language document prep for commercial trade permits. Validate uploaded certificate metadata against municipal trade schema guidelines.

Rural business facilitation assistant

Process trader queries regarding municipal market vendor permits in local dialects.

Translate trader metadata and business premises descriptions into standardized formats.

Inspect uploaded proof metadata for validity dates, address matches, and file sizes.

Export a normalized vendor permit submission dossier for municipal clerk verification.

Multi-step vernacular form displaying field-by-field document completeness status and translation checks.

Curate synthetic municipal permit application guidelines and mock trader business profiles with simulated proof documents. Starter examples below are synthetic. They are not downloaded records.

Bhashini documentation Implements Bhashini API task sequence conventions (NMT + TTS task mapping) for bilingual verification steps.

semantic-kernel, pydantic. Semantic Kernel orchestrates modular vernacular skill plugins and structured validation filters for document metadata. API-hosted or local model supporting multilingual schema transformation and document validation.

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.

Identifies missing mandatory premises permits or expired validity windows.

Outputs dual-language application summaries for municipal submission.

Enforces strict metadata schema validation without hallucinating missing fields.

```json [ { "input": { "trader_name": "Kishan Lal", "business_type": "GRAIN_RETAIL", "lang": "hi", "document_records": [ { "doc_type": "MUNICIPAL_TAX_RECEIPT", "valid_until": "2026-03-31", "address_match": true } ] }, "expected_output": { "dossier_status": "READY_FOR_CLERK", "missing_docs": [], "language_handled": "hi", "summary_hi": "Anaj bikri hetu dastavej purn hain." } }, { "input": { "trader_name": "Ananya Rao", "business_type": "EDIBLE_OIL_DEPOT", "lang": "kn", "document_records": [ { "doc_type": "FIRE_SAFETY_NOC", "valid_until": "2023-01-15", "address_match": true } ] }, "expected_output": { "dossier_status": "ACTION_REQUIRED_EXPIRED_NOC", "missing_docs": [ "ACTIVE_FIRE_SAFETY_NOC", "TRADE_TAX_RECEIPT" ], "language_handled": "kn", "summary_kn": "Agnisuraksha pramanapatrada avadhi mugidide." } } ] ```

Strictly excludes official government tax account logins or direct government server write actions. Use mock external writes. Require human review before any real deployment.