mirror of
https://github.com/khoj-ai/khoj.git
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1168244c92
- Improve search speed by ~10x
Tested on corpus of 125K lines, 12.5K entries
- Allow cross-encoder to re-rank results by settings &?r=true when querying /search API
- It's an optional param that default to False
- Earlier all results were re-ranked by cross-encoder
- Making this configurable allows for much faster results, if desired
but for lower accuracy
160 lines
6.1 KiB
Python
160 lines
6.1 KiB
Python
# Standard Modules
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from io import BytesIO
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from PIL import Image
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# External Packages
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from fastapi.testclient import TestClient
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import pytest
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# Internal Packages
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from src.main import app, model, config
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from src.search_type import text_search, image_search
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from src.utils.rawconfig import ContentConfig, SearchConfig
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from src.processor.org_mode import org_to_jsonl
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# Arrange
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# ----------------------------------------------------------------------------------------------------
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client = TestClient(app)
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# Test
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# ----------------------------------------------------------------------------------------------------
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def test_search_with_invalid_content_type():
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# Arrange
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user_query = "How to call Khoj from Emacs?"
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# Act
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response = client.get(f"/search?q={user_query}&t=invalid_content_type")
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# Assert
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assert response.status_code == 422
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# ----------------------------------------------------------------------------------------------------
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def test_search_with_valid_content_type(content_config: ContentConfig, search_config: SearchConfig):
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# Arrange
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config.content_type = content_config
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config.search_type = search_config
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# config.content_type.image = search_config.image
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for content_type in ["org", "markdown", "ledger", "music", "image"]:
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# Act
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response = client.get(f"/search?q=random&t={content_type}")
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# Assert
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assert response.status_code == 200
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# ----------------------------------------------------------------------------------------------------
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def test_reload_with_invalid_content_type():
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# Act
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response = client.get(f"/reload?t=invalid_content_type")
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# Assert
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assert response.status_code == 422
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# ----------------------------------------------------------------------------------------------------
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def test_reload_with_valid_content_type(content_config: ContentConfig, search_config: SearchConfig):
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# Arrange
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config.content_type = content_config
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config.search_type = search_config
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for content_type in ["org", "markdown", "ledger", "music", "image"]:
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# Act
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response = client.get(f"/reload?t={content_type}")
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# Assert
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assert response.status_code == 200
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# ----------------------------------------------------------------------------------------------------
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def test_regenerate_with_invalid_content_type():
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# Act
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response = client.get(f"/regenerate?t=invalid_content_type")
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# Assert
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assert response.status_code == 422
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# ----------------------------------------------------------------------------------------------------
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def test_regenerate_with_valid_content_type(content_config: ContentConfig, search_config: SearchConfig):
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# Arrange
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config.content_type = content_config
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config.search_type = search_config
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for content_type in ["org", "markdown", "ledger", "music", "image"]:
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# Act
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response = client.get(f"/regenerate?t={content_type}")
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# Assert
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assert response.status_code == 200
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# ----------------------------------------------------------------------------------------------------
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@pytest.mark.skip(reason="Flaky test. Search doesn't always return expected image path.")
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def test_image_search(content_config: ContentConfig, search_config: SearchConfig):
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# Arrange
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config.content_type = content_config
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config.search_type = search_config
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model.image_search = image_search.setup(content_config.image, search_config.image, regenerate=False)
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query_expected_image_pairs = [("kitten", "kitten_park.jpg"),
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("a horse and dog on a leash", "horse_dog.jpg"),
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("A guinea pig eating grass", "guineapig_grass.jpg")]
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for query, expected_image_name in query_expected_image_pairs:
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# Act
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response = client.get(f"/search?q={query}&n=1&t=image")
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# Assert
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assert response.status_code == 200
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actual_image = Image.open(BytesIO(client.get(response.json()[0]["entry"]).content))
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expected_image = Image.open(content_config.image.input_directories[0].joinpath(expected_image_name))
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# Assert
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assert expected_image == actual_image
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# ----------------------------------------------------------------------------------------------------
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def test_notes_search(content_config: ContentConfig, search_config: SearchConfig):
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# Arrange
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model.orgmode_search = text_search.setup(org_to_jsonl, content_config.org, search_config.asymmetric, regenerate=False)
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user_query = "How to git install application?"
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# Act
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response = client.get(f"/search?q={user_query}&n=1&t=org&r=true")
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# Assert
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assert response.status_code == 200
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# assert actual_data contains "Khoj via Emacs" entry
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search_result = response.json()[0]["entry"]
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assert "git clone" in search_result
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# ----------------------------------------------------------------------------------------------------
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def test_notes_search_with_include_filter(content_config: ContentConfig, search_config: SearchConfig):
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# Arrange
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model.orgmode_search = text_search.setup(org_to_jsonl, content_config.org, search_config.asymmetric, regenerate=False)
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user_query = "How to git install application? +Emacs"
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# Act
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response = client.get(f"/search?q={user_query}&n=1&t=org")
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# Assert
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assert response.status_code == 200
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# assert actual_data contains explicitly included word "Emacs"
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search_result = response.json()[0]["entry"]
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assert "Emacs" in search_result
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# ----------------------------------------------------------------------------------------------------
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def test_notes_search_with_exclude_filter(content_config: ContentConfig, search_config: SearchConfig):
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# Arrange
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model.orgmode_search = text_search.setup(org_to_jsonl, content_config.org, search_config.asymmetric, regenerate=False)
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user_query = "How to git install application? -clone"
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# Act
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response = client.get(f"/search?q={user_query}&n=1&t=org")
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# Assert
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assert response.status_code == 200
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# assert actual_data does not contains explicitly excluded word "Emacs"
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search_result = response.json()[0]["entry"]
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assert "clone" not in search_result
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