cardosofelipe/fast-next-template
Template
1
0
Fork 1
Code Issues 1 Pull Requests Packages Projects Releases Wiki Activity

refactor(knowledge-base mcp server): adjust formatting for consistency and readability

Browse Source 
Improved code formatting, line breaks, and indentation across chunking logic and multiple test modules to enhance code clarity and maintain consistent style. No functional changes made.
This commit is contained in:
Felipe Cardoso
2026-01-06 17:20:31 +01:00
parent 3f23bc3db3
commit 51404216ae
15 changed files with 306 additions and 155 deletions
Download Patch File Download Diff File Expand all files Collapse all files

66
mcp-servers/knowledge-base/tests/test_search.py
View File

@@ -59,7 +59,9 @@ class TestSearchEngine:
]
@pytest.mark.asyncio
async def test_semantic_search(self, search_engine, sample_search_request, sample_db_results):
async def test_semantic_search(
self, search_engine, sample_search_request, sample_db_results
):
"""Test semantic search."""
from models import SearchType
@@ -74,7 +76,9 @@ class TestSearchEngine:
search_engine._database.semantic_search.assert_called_once()
@pytest.mark.asyncio
async def test_keyword_search(self, search_engine, sample_search_request, sample_db_results):
async def test_keyword_search(
self, search_engine, sample_search_request, sample_db_results
):
"""Test keyword search."""
from models import SearchType
@@ -88,7 +92,9 @@ class TestSearchEngine:
search_engine._database.keyword_search.assert_called_once()
@pytest.mark.asyncio
async def test_hybrid_search(self, search_engine, sample_search_request, sample_db_results):
async def test_hybrid_search(
self, search_engine, sample_search_request, sample_db_results
):
"""Test hybrid search."""
from models import SearchType
@@ -105,7 +111,9 @@ class TestSearchEngine:
assert len(response.results) >= 1
@pytest.mark.asyncio
async def test_search_with_collection_filter(self, search_engine, sample_search_request, sample_db_results):
async def test_search_with_collection_filter(
self, search_engine, sample_search_request, sample_db_results
):
"""Test search with collection filter."""
from models import SearchType
@@ -120,7 +128,9 @@ class TestSearchEngine:
assert call_args.kwargs["collection"] == "specific-collection"
@pytest.mark.asyncio
async def test_search_with_file_type_filter(self, search_engine, sample_search_request, sample_db_results):
async def test_search_with_file_type_filter(
self, search_engine, sample_search_request, sample_db_results
):
"""Test search with file type filter."""
from models import FileType, SearchType
@@ -135,7 +145,9 @@ class TestSearchEngine:
assert call_args.kwargs["file_types"] == [FileType.PYTHON]
@pytest.mark.asyncio
async def test_search_respects_limit(self, search_engine, sample_search_request, sample_db_results):
async def test_search_respects_limit(
self, search_engine, sample_search_request, sample_db_results
):
"""Test that search respects result limit."""
from models import SearchType
@@ -148,7 +160,9 @@ class TestSearchEngine:
assert len(response.results) <= 1
@pytest.mark.asyncio
async def test_search_records_time(self, search_engine, sample_search_request, sample_db_results):
async def test_search_records_time(
self, search_engine, sample_search_request, sample_db_results
):
"""Test that search records time."""
from models import SearchType
@@ -203,13 +217,21 @@ class TestReciprocalRankFusion:
from models import SearchResult
semantic = [
SearchResult(id="a", content="A", score=0.9, chunk_type="code", collection="default"),
SearchResult(id="b", content="B", score=0.8, chunk_type="code", collection="default"),
SearchResult(
id="a", content="A", score=0.9, chunk_type="code", collection="default"
),
SearchResult(
id="b", content="B", score=0.8, chunk_type="code", collection="default"
),
]
keyword = [
SearchResult(id="b", content="B", score=0.85, chunk_type="code", collection="default"),
SearchResult(id="c", content="C", score=0.7, chunk_type="code", collection="default"),
SearchResult(
id="b", content="B", score=0.85, chunk_type="code", collection="default"
),
SearchResult(
id="c", content="C", score=0.7, chunk_type="code", collection="default"
),
]
fused = search_engine._reciprocal_rank_fusion(semantic, keyword)
@@ -230,19 +252,23 @@ class TestReciprocalRankFusion:
# Same results in same order
results = [
SearchResult(id="a", content="A", score=0.9, chunk_type="code", collection="default"),
SearchResult(
id="a", content="A", score=0.9, chunk_type="code", collection="default"
),
]
# High semantic weight
fused_semantic_heavy = search_engine._reciprocal_rank_fusion(
results, [],
results,
[],
semantic_weight=0.9,
keyword_weight=0.1,
)
# High keyword weight
fused_keyword_heavy = search_engine._reciprocal_rank_fusion(
[], results,
[],
results,
semantic_weight=0.1,
keyword_weight=0.9,
)
@@ -256,12 +282,18 @@ class TestReciprocalRankFusion:
from models import SearchResult
semantic = [
SearchResult(id="a", content="A", score=0.9, chunk_type="code", collection="default"),
SearchResult(id="b", content="B", score=0.8, chunk_type="code", collection="default"),
SearchResult(
id="a", content="A", score=0.9, chunk_type="code", collection="default"
),
SearchResult(
id="b", content="B", score=0.8, chunk_type="code", collection="default"
),
]
keyword = [
SearchResult(id="c", content="C", score=0.7, chunk_type="code", collection="default"),
SearchResult(
id="c", content="C", score=0.7, chunk_type="code", collection="default"
),
]
fused = search_engine._reciprocal_rank_fusion(semantic, keyword)