{"id":"6deb74a9-6e48-4f28-adc2-66403cd19dea","entityType":"agent","slug":"dify-cts-shopify-test","name":"Shopify-test","canonicalUrl":"https://www.xpersona.co/agent/dify-cts-shopify-test","canonicalPath":"/agent/dify-cts-shopify-test","generatedAt":"2026-10-09T06:09:40.302Z","source":"DIFY_MARKETPLACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-09T01:20:57.498Z","emptyReason":null},"description":"> **Shopify Store AI Assistant (GraphQL Integration)** > An advanced e-commerce chatflow that connects directly to your Shopify store via GraphQL Admin API. It features an intelligent **Question Classifier** that automatically distinguishes whether a customer is asking for a general product catalog or inquiring about a specific item. By extracting search keywords with Google Gemini, performing live inventory checks, and processing responses through custom Python data cleaning, it delivers friendly, real-time, and highly accurate product information to your customers. 1. A **Shopify Store** with access to the Admin API. 2. A **Shopify Admin API Access Token** with permissions to read products (read_products). 3. An active provider configuration for **Google Gemini** models inside your Dify workspace. Step-by-Step Configuration Step 1: Model Provider Setup * Ensure that the Google provider is configured in your Dify settings. * This template uses gemini-2.5-flash-lite for keyword e","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 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A **Shopify Store** with access to the Admin API.\r\n2. A **Shopify Admin API Access Token** with permissions to read products (`read_products`).\r\n3. An active provider configuration for **Google Gemini** models inside your Dify workspace.\r\n\r\n### Step-by-Step Configuration\r\n\r\n#### Step 1: Model Provider Setup\r\n* Ensure that the `Google` provider is configured in your Dify settings.\r\n* This template uses `gemini-2.5-flash-lite` for keyword extraction and final response generation.\r\n\r\n#### Step 2: Configure Shopify API Credentials\r\nYou need to update the authorization headers in **both** HTTP Request nodes:\r\n1. Locate the **HTTP Request (1)** node (ID: `17818553204571` - for fetching all products).\r\n2. Locate the **HTTP Request** node (ID: `1781837453268` - for specific product search).\r\n3. In both nodes, go to the **Headers** section and replace the placeholder value for `X-Shopify-Access-Token` with your actual Shopify Admin Access Token:\r\n```text\r\n   X-Shopify-Access-Token: your_actual_shpat_token_here\r\n   Content-Type: application/json\r\n\r\n```\r\n\r\n#### Step 3: Update Shopify Store URL\r\n\r\n* In both HTTP Request nodes mentioned above, update the **URL** field by replacing `test-shop-ar6zepsa.myshopify.com` with your actual Shopify store domain:\r\n\r\n```text\r\n  https://<your-shop-name>[.myshopify.com/admin/api/2026-04/graphql.json](https://.myshopify.com/admin/api/2026-04/graphql.json)\r\n\r\n```\r\n\r\n#### Step 4: Test and Publish\r\n\r\n1. Click **Preview** or **Run** to test the flow.\r\n2. Try asking a general question (e.g., *\"Show me all products\"*) to trigger the global list branch.\r\n3. Try asking a specific question (e.g., *\"Do you have pink backpacks?\"*) to trigger the keyword-extraction and filtered search branch.\r\n4. Once everything returns valid data, click **Publish** to take your assistant live!","readmeExcerpt":"1. A **Shopify Store** with access to the Admin API. 2. A **Shopify Admin API Access Token** with permissions to read products (read_products). 3. An active provider configuration for **Google Gemini** models inside your Dify workspace. Step-by-Step Configuration Step 1: Model Provider Setup * Ensure that the Google provider is configured in your Dify settings. * This template uses gemini-2.5-flash-lite for keyword e","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":["others"],"docsSourceLabel":"Dify","editorialOverview":"> **Shopify Store AI Assistant (GraphQL Integration)** > An advanced e-commerce chatflow that connects directly to your Shopify store via GraphQL Admin API. It features an intelligent **Question Classifier** that automatically distinguishes whether a customer is asking for a general product catalog or inquiring about a specific item. By extracting search keywords with Google Gemini, performing live inventory checks, and processing responses through custom Python data cleaning, it delivers friendly, real-time, and highly accurate product information to your customers. 1. A **Shopify Store** with access to the Admin API. 2. A **Shopify Admin API Access Token** with permissions to read products (read_products). 3. An active provider configuration for **Google Gemini** models inside your Dify workspace. Step-by-Step Configuration Step 1: Model Provider Setup * Ensure that the Google provider is configured in your Dify settings. * This template uses gemini-2.5-flash-lite for keyword e","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":444,"uniquenessScore":65,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-09T01:20:57.498Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-10-09T01:20:57.498Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"agent-directory","verified":false,"confidence":"low","updatedAt":"2026-10-09T06:09:40.302Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/dify_marketplace","protocols":[]}}}