Create API to implement RAG pattern in IBM Watsonx AI using PineconeDB

ot4i · Jan 28, 2025 · c090a37 · c090a37
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+To refer to these instructions while editing the flow, open [the GitHub page](https://github.com/ot4i/app-connect-templates/blob/main/resources/markdown/API%20to%20implement%20RAG%20pattern%20in%20IBM%20Watsonx%20AI%20using%20PineconeDB_instructions.md) (opens in a new window).
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+This API takes a question and IBM WatsonX AI uses this question to generate embeddings.These embeddings are used by pineconeDB to do a query. The results generated from this can be used as a prompt to IBM Watsonx AI to get answer to the question.
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+## Using the template
+
+1. Click **Use this template** to start using the template.
+1. Click **Operations**, then **Edit flow** for the _Create vectors_ operation.
+1. Click on the **IBM Watsonx AI** node, and if you're not already connected, connect to your [IBM Watsonx AI account](https://www.ibm.com/docs/en/app-connect/saas?topic=apps-watsonxai).
+1. Click on the **PineconeDB** node , and if you're not already connected, connect to your [PineconeDB account]().
+1. Click **Done**.
+1. To start the flow, in the banner click **Start flow**.
+
+Want to see if working? Click **Manage** in the API flow, then follow the instructions on getting started. Once you're in the API portal, use the Try it link and then **Generate** some test data. Replace the value for `file_url` with the URL for the CSV file you want to use. Replace the value for `event_name` with the event name you want to match in your file, and then click **Call operation**.