Trace Any Vector DB interactions

npm install @helicone/helpers

pip install helicone-helpers

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
});

from helicone_helpers import HeliconeManualLogger

helicone_logger = HeliconeManualLogger(
  api_key=os.getenv("HELICONE_API_KEY"),
  headers={} # Additional headers to be sent with the request
)

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;
  }
);

def vector_db_operation(result_recorder: HeliconeResultRecorder):
  # Your vector db operation here. In this case, search
  search_results = vector_db.search(
    query="Find similar products to iPhone",
    limit=3
  )

  # Log the results
  result_recorder.appendResults({
    # These are the results of the operation that Helicone will log
    "products": [
      {
        "name": result["name"],
        "price": result["price"]
      }
      for result in search_results
    ]
  })

  return search_results

res = heliconeLogger.logRequest(
  request={
    "_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)
  },
  operation=vector_db_operation
);