mbarchfe

mbarchfe

Vector Search with JavaScript: couchbaseQuery is always the empty string (page 181)

Hi @hummusonrails,

I have created a capella account version 7.6.6.

I have started the server with current main branch.

When running the following query

 curl http://localhost:4000/api/search -X POST \
   -H "Content-Type: application/json" \
   -H "Accept: application/json" \
   -d '{"query":"your search text here"}'

then the couchbaseQuery text generated from build() returns an empty string.

Digging into it, the query is missing a queryType and therefore the build does not perform any building but returns the empty string.

Any idea why this happens?
Thanks
Markus

First Post!

hummusonrails

hummusonrails

Author of Vector Search with JavaScript

Hey there,

In the original flow in the sample application in the repo, /api/search was wired to the Ottoman query builder example, which generates SQL++ and not vector or full-text queries. Without a queryType, .build() just returns an empty string, that’s expected for that path.

I updated the repository example to be more straightforward going forward though. The updated flow now routes /api/search through the performSearch service. This is the part of the repo that uses the Couchbase SDK’s scope.search() API with a VectorSearch request, which is the intended way to run vector searches in this sample.

For it to return meaningful results, you’ll still need:

  • Documents in your Capella bucket/scope with an embedding array field
  • A Capella Vector Search index on that field

This sample is meant to illustrate how vector search fits into an app’s flow, not to be a complete production setup. If you want to take it further, the Couchbase docs walk through the full Capella + Node.js SDK setup:

With the current controller in place, once your index and embeddings are ready, /api/search will execute a proper vector search against Capella and return ranked results.

All the best,

Ben

Where Next?

Popular Pragmatic Bookshelf topics Top

brian-m-ops
#book-python-testing-with-pytest-second-edition Hi. Thanks for writing the book. I am just learning so this might just of been an issue ...
New
AndyDavis3416
@noelrappin Running the webpack dev server, I receive the following warning: ERROR in tsconfig.json TS18003: No inputs were found in c...
New
fynn
This is as much a suggestion as a question, as a note for others. Locally the SGP30 wasn’t available, so I ordered a SGP40. On page 53, ...
New
digitalbias
Title: Build a Weather Station with Elixir and Nerves: Problem connecting to Postgres with Grafana on (page 64) If you follow the defau...
New
brunogirin
When I run the coverage example to report on missing lines, I get: pytest --cov=cards --report=term-missing ch7 ERROR: usage: pytest [op...
New
Charles
In general, the book isn’t yet updated for Phoenix version 1.6. On page 18 of the book, the authors indicate that an auto generated of ro...
New
akraut
The markup used to display the uploaded image results in a Phoenix.LiveView.HTMLTokenizer.ParseError error. lib/pento_web/live/product_l...
New
ggerico
I got this error when executing the plot files on macOS Ventura 13.0.1 with Python 3.10.8 and matplotlib 3.6.1: programming_ML/code/03_...
New
mcpierce
@mfazio23 I’ve applied the changes from Chapter 5 of the book and everything builds correctly and runs. But, when I try to start a game,...
New
davetron5000
Hello faithful readers! If you have tried to follow along in the book, you are asked to start up the dev environment via dx/build and ar...
New

Other popular topics Top

brentjanderson
Bought the Moonlander mechanical keyboard. Cherry Brown MX switches. Arms and wrists have been hurting enough that it’s time I did someth...
New
PragmaticBookshelf
Rust is an exciting new programming language combining the power of C with memory safety, fearless concurrency, and productivity boosters...
New
PragmaticBookshelf
Learn different ways of writing concurrent code in Elixir and increase your application's performance, without sacrificing scalability or...
New
rustkas
Intensively researching Erlang books and additional resources on it, I have found that the topic of using Regular Expressions is either c...
New
AstonJ
If you want a quick and easy way to block any website on your Mac using Little Snitch simply… File > New Rule: And select Deny, O...
New
husaindevelop
Inside our android webview app, we are trying to paste the copied content from another app eg (notes) using navigator.clipboard.readtext ...
New
PragmaticBookshelf
Develop, deploy, and debug BEAM applications using BEAMOps: a new paradigm that focuses on scalability, fault tolerance, and owning each ...
New
PragmaticBookshelf
Get the comprehensive, insider information you need for Rails 8 with the new edition of this award-winning classic. Sam Ruby @rubys ...
New
RobertRichards
Hair Salon Games for Girls Fun Girls Hair Saloon game is mainly developed for kids. This game allows users to select virtual avatars to ...
New
xiji2646-netizen
Woke up to this today: Claude Code’s complete source code exposed via npm source map. Not a snippet. All 512,000 lines. 1,900 TypeScript ...
New

Sub Categories: