Trace Any Vector DB interactions

Log any Vector DB interactions using Helicone’s Logger SDK.

1. npm

   npm install @helicone/helpers
   

2. export HELICONE_API_KEY=<your-helicone-api-key>
   

3. js

   import { HeliconeManualLogger } from "@helicone/helpers";
   
   const heliconeLogger = new HeliconeManualLogger({
     apiKey: process.env.HELICONE_API_KEY, // Can be set as env variable
     headers: {} // Additional headers to be sent with the request
   });
   

4. js

   const res = await heliconeLogger.logRequest(
     {
       _type: "vector_db",
       operation: "search", // The operation performed. In this case, search.
       // ...include any other data about the vector db request here (look at the API reference for more details)
     },
     async (resultRecorder) => {
       // Your vector db operation here. In this case, search
       const searchResults = await vectorDB.search({
         query: "Find similar products to iPhone",
         limit: 3
       });
   
       // Log the results
       resultRecorder.appendResults({
         // These are the results of the operation that Helicone will log
         products: searchResults.map(result => ({
           name: result.name,
           price: result.price
         }))
       });
   
       return searchResults;
     }
   );