{"catalogRevision":"cat_f13ab9a494120b5e","recipeId":"page:blueprints:cosmetic-dentistry:knowledge-base:django","recipeRevision":"r1","canonicalPath":"/blueprints/cosmetic-dentistry/knowledge-base/django","label":"Cosmetic dentistry: knowledge base using Django","family":"Industry blueprint","summary":"A knowledge base blueprint for cosmetic dentistry built with Django on Ample. Domain schema: treatments (code, name, description, session_count, price_from): whitening, veneers, bonding and aligner offerings; before_after_galleries (treatment_id, title, consent_reference, published): consented, de-identified case galleries; locations (name, address, phone, opening_hours): practice locations; financing_options (name, provider, terms_summary): payment plans presented publicly; asset_versions (version, cdn_key, published_at): versioned assets served from the CDN bucket. Public information: treatment catalog with session counts, consented case galleries, financing options, locations and hours. Kept out of scope until handling is reviewed: patient photographs without documented consent, clinical records, payment details. Case photographs are patient data; publish only with documented consent and de-identification. No health-data compliance is claimed. Technical basis verified on Django: a versioned, immutable-cached asset uploaded to a published bucket and served from the CDN URL alongside the app's own public HTTPS URL.","representativeQueries":["Cosmetic dentistry: knowledge base using Django","Where can I host Cosmetic dentistry: Knowledge base built with Django?","I need a genuinely specialized knowledge base workflow covering public service-gallery content and approval workflow for published media; no patient files."],"breadcrumbIds":["discovery","industry","industry:dentistry","industry:cosmetic-dentistry","page:blueprints:cosmetic-dentistry:knowledge-base:django"],"breadcrumbs":[{"id":"discovery","label":"Agent hosting discovery","canonicalPath":"/discover/discovery","kind":"root"},{"id":"industry","label":"Industries and specialties","canonicalPath":"/discover/industry","kind":"facet"},{"id":"industry:dentistry","label":"Dentistry","canonicalPath":"/discover/industry/dentistry","kind":"group"},{"id":"industry:cosmetic-dentistry","label":"Cosmetic dentistry","canonicalPath":"/discover/industry/cosmetic-dentistry","kind":"atom"},{"id":"page:blueprints:cosmetic-dentistry:knowledge-base:django","label":"Cosmetic dentistry: knowledge base using Django","canonicalPath":"/blueprints/cosmetic-dentistry/knowledge-base/django","kind":"recipe"}],"parentIds":["industry:cosmetic-dentistry","workload:knowledge-base","stack:framework-django","intent:deploy-web-app"],"parents":[{"id":"industry:cosmetic-dentistry","label":"Cosmetic dentistry","canonicalPath":"/discover/industry/cosmetic-dentistry","kind":"atom"},{"id":"workload:knowledge-base","label":"Knowledge base","canonicalPath":"/discover/workload/knowledge-base","kind":"atom"},{"id":"stack:framework-django","label":"Django","canonicalPath":"/discover/stack/framework-django","kind":"atom"},{"id":"intent:deploy-web-app","label":"Deploy web app","canonicalPath":"/discover/intent/deploy-web-app","kind":"atom"}],"resourceRequirements":["primitive:compute","primitive:cdn"],"infrastructureRequirements":[{"primitiveId":"primitive:compute","label":"Compute","canonicalPath":"/discover/primitive/compute","status":"verified","summary":"Apps run in isolated x86_64 Firecracker microVMs that auto-pause when idle and wake on request; sizes are the priced VM sizes."},{"primitiveId":"primitive:cdn","label":"CDN","canonicalPath":"/discover/primitive/cdn","status":"verified","summary":"The CDN host serves objects from published buckets. It does not front app compute and is not a cache or key-value store."}],"framework":"Django","workload":"Knowledge base","industry":"Cosmetic dentistry","releaseStatus":"published","supportStatus":"verified","executionStatus":"ready","docsOnly":false,"prerequisites":["A Django project (pip install into .ample/python from requirements.txt, then waitress serving project.wsgi from run.py reading PORT on the python-3.12 template)","Bucket credentials from `ample bucket create` passed as encrypted S3_* environment variables and a published bucket for public assets (CDN_*)","A review of which cosmetic dentistry data classes may be handled at all; this blueprint models public information only"],"testedConfiguration":{"template":"python-3.12","runtime":"python","size":"s-1vcpu-1gb","install":"python3 -m pip install --target .ample/python -r requirements.txt","start":"PYTHONPATH=.ample/python:${PYTHONPATH:-} python3 run.py"},"inputSchema":{"additionalProperties":false,"properties":{"env":{"description":"Encrypted environment variables","items":{"pattern":"^[A-Z][A-Z0-9_]*=.*$","type":"string"},"maxItems":50,"type":"array"},"name":{"description":"App name","maxLength":63,"minLength":1,"pattern":"^[a-z0-9-]+$","type":"string"},"path":{"description":"Project directory or ample.toml service","maxLength":512,"minLength":1,"type":"string"},"release_command":{"description":"Migration command run before activation","maxLength":512,"type":"string"},"start":{"description":"Start command","maxLength":512,"type":"string"}},"required":["env","name","path","start"],"type":"object"},"outputSchema":null,"workflowSteps":[{"title":"Model the cosmetic dentistry domain","body":"Create the tables treatments, before_after_galleries, locations, financing_options, asset_versions. Whitening, veneers, bonding and aligner offerings lives in treatments; keep the sensitive classes (patient photographs without documented consent, clinical records, payment details) out of this schema."},{"title":"Workflow step 1","body":"Model articles and categories as tables keyed to the public catalog entities"},{"title":"Workflow step 2","body":"Build the site with versioned assets served from the CDN bucket"},{"title":"Workflow step 3","body":"Keep articles free of any sensitive data class"},{"title":"Workflow step 4","body":"Deploy and verify the public URL and the CDN asset URL"},{"title":"Deploy","body":"Run the synchronous deploy once and read the result. Re-running with no change is a no-op.","command":"ample deploy . --name <app-name> --public --start \"python3 run.py\" --env S3_ENDPOINT=... --env S3_REGION=... --env S3_BUCKET=... --env S3_ACCESS_KEY_ID=... --env S3_SECRET_ACCESS_KEY=... --env CDN_PUBLIC_URL=..."},{"title":"Verify","body":"Run the pattern self-test(s) from the example (/p/versioned-static-assets) and your own acceptance checks for the cosmetic dentistry workflow.","command":"ample logs <deployment_id> --kind build"}],"examples":[{"title":"Django pattern fixture","description":"Verified public web service basis for this blueprint.","sourceRef":"tests/deploy-canaries/django-patterns"}],"successChecks":[{"description":"app responds on its public URL","kind":"http_get","path":"/","expect":"ample canary django patterns"},{"description":"versioned-static-assets self-test from the example","kind":"http_get","path":"/p/versioned-static-assets","expect":"see the pattern fixture checks"}],"limitations":["The technical basis (public web service on Django) was verified with the pattern fixture; the cosmetic dentistry schema and workflow are an original design for this blueprint and were not executed as a separate application.","No health, financial, privacy or other compliance claim is made. Case photographs are patient data; publish only with documented consent and de-identification. No health-data compliance is claimed.","Public content and synthetic examples only until actual data-handling requirements have been reviewed.","Verified on the python-3.12 template at s-1vcpu-1gb; region, request-duration limits and other sizes are unknown or unverified.","PutObject and GetObject with path-style addressing are verified; other S3 operations and CDN cache rules are not."],"costEstimate":{"currency":"USD","monthlyAmount":5.0,"authoritative":true,"basis":"size prices from pricing.toml (loaded by the API) at build revision d3bd8bbf1173dc9dd1df81c340fb813067d5fae6","components":[{"name":"app server","size":"s-1vcpu-1gb","quantity":1.0,"monthlyAmount":5.0}],"note":"Always-on monthly price of the tested sizes; apps and databases auto-pause when idle. Buckets are allocation-priced per quota and not included."},"evidenceSummary":[{"kind":"canary_run","summary":"Django pattern fixture deployed on Ample (pip install into .ample/python from requirements.txt, then waitress serving project.wsgi from run.py reading PORT on the python-3.12 template); the public web service checks passed: a versioned, immutable-cached asset uploaded to a published bucket and served from the CDN URL alongside the app's own public HTTPS URL. The blueprint's Cosmetic dentistry schema and workflow below build on that verified basis and were not separately executed.","observedAt":"2026-09-20T03:31:44Z","implementationRevision":"03b6402b1b3e19178985f08ea4033804521d85d4 (CLI b75e104)","expiresAt":"2027-03-19T03:31:44Z","scope":{"checks":["/p/versioned-static-assets"],"pattern":"pattern:public-web-service","template":"python-3.12"}}],"lastVerifiedAt":"2026-09-20T03:31:44Z","mcpBinding":{"registryRef":"mcp:ample_deploy","toolName":"ample_deploy","schemaHash":"876465fce906da0c224d62961d3343064108ebe30af80cf1b87094974e948853","observedAt":"2026-09-22T00:31:22.774679+00:00","implementationRevision":"e6446ceea69b","requiredScopes":["servers:write","buckets:read"],"bindingState":"current"},"unknowns":["region availability is unknown until a verified region fact is recorded","compliance attestations are unknown; none are claimed"],"formats":{"html":"https://ample.computer/blueprints/cosmetic-dentistry/knowledge-base/django","markdown":"https://ample.computer/blueprints/cosmetic-dentistry/knowledge-base/django.md","json":"https://api.ample.computer/v1/catalog/recipes/page%3Ablueprints%3Acosmetic-dentistry%3Aknowledge-base%3Adjango"},"nextActions":[{"actionId":"browse-catalog","label":"Browse the catalog index","operationId":"catalog_index","method":"GET","relativePath":"/v1/catalog","origin":"api","parameters":{},"requiresAuthentication":false,"requiresApproval":false},{"actionId":"search-recipes","label":"Search published recipes by intent, stack and constraints","operationId":"search_recipes","method":"POST","relativePath":"/v1/catalog/search","origin":"api","parameters":{"body":{"limit":5,"query":"Cosmetic dentistry: knowledge base using Django"}},"requiresAuthentication":false,"requiresApproval":false},{"actionId":"plan:page:blueprints:cosmetic-dentistry:knowledge-base:django","label":"Prepare a side-effect-free deployment plan for an authorized project","operationId":"plan_deployment","method":"POST","relativePath":"/v1/catalog/plan","origin":"api","parameters":{"body":{"inputs":{},"projectId":"<workspace or server id you own>","recipeId":"page:blueprints:cosmetic-dentistry:knowledge-base:django","recipeRevision":"r1"}},"requiresAuthentication":true,"requiresApproval":false},{"actionId":"auth-setup","label":"Read the existing agent authentication setup","operationId":"existing_auth_setup","method":"GET","relativePath":"/mcp/setup","origin":"api","parameters":{},"requiresAuthentication":false,"requiresApproval":false},{"actionId":"browse:industry:cosmetic-dentistry","label":"Browse Cosmetic dentistry","operationId":"browse_node","method":"GET","relativePath":"/v1/catalog/nodes/industry%3Acosmetic-dentistry","origin":"api","parameters":{"nodeId":"industry:cosmetic-dentistry"},"requiresAuthentication":false,"requiresApproval":false},{"actionId":"browse:workload:knowledge-base","label":"Browse Knowledge base","operationId":"browse_node","method":"GET","relativePath":"/v1/catalog/nodes/workload%3Aknowledge-base","origin":"api","parameters":{"nodeId":"workload:knowledge-base"},"requiresAuthentication":false,"requiresApproval":false},{"actionId":"browse:stack:framework-django","label":"Browse Django","operationId":"browse_node","method":"GET","relativePath":"/v1/catalog/nodes/stack%3Aframework-django","origin":"api","parameters":{"nodeId":"stack:framework-django"},"requiresAuthentication":false,"requiresApproval":false},{"actionId":"browse:intent:deploy-web-app","label":"Browse Deploy web app","operationId":"browse_node","method":"GET","relativePath":"/v1/catalog/nodes/intent%3Adeploy-web-app","origin":"api","parameters":{"nodeId":"intent:deploy-web-app"},"requiresAuthentication":false,"requiresApproval":false}]}