# Pleroma: A lightweight social networking server # Copyright © 2017-2021 Pleroma Authors # SPDX-License-Identifier: AGPL-3.0-only defmodule Pleroma.Search.QdrantSearchTest do use Pleroma.DataCase, async: true use Oban.Testing, repo: Pleroma.Repo import Pleroma.Factory import Mox alias Pleroma.Web.CommonAPI alias Pleroma.UnstubbedConfigMock, as: Config alias Pleroma.Search.QdrantSearch alias Pleroma.Workers.SearchIndexingWorker describe "Qdrant search" do test "indexes a public post on creation" do user = insert(:user) Tesla.Mock.mock(fn %{method: :post, url: "https://ollama.url/api/embeddings"} -> send(self(), "posted_to_ollama") Tesla.Mock.json(%{embedding: [1, 2, 3]}) %{method: :put, url: "https://qdrant.url/collections/posts/points", body: body} -> send(self(), "posted_to_qdrant") assert match?(%{"points" => [%{"vector" => [1, 2, 3]}]}, Jason.decode!(body)) Tesla.Mock.json("ok") end) Config |> expect(:get, 4, fn [Pleroma.Search, :module], nil -> QdrantSearch [Pleroma.Search.QdrantSearch, key], nil -> %{ ollama_model: "a_model", ollama_url: "https://ollama.url", qdrant_url: "https://qdrant.url" }[key] end) {:ok, activity} = CommonAPI.post(user, %{ status: "guys i just don't wanna leave the swamp", visibility: "public" }) args = %{"op" => "add_to_index", "activity" => activity.id} assert_enqueued( worker: SearchIndexingWorker, args: args ) assert :ok = perform_job(SearchIndexingWorker, args) assert_received("posted_to_ollama") assert_received("posted_to_qdrant") end end end