diff --git a/src/dataset/load_dump.sh b/src/dataset/load_dump.sh
index c9e6006..b951f41 100755
--- a/src/dataset/load_dump.sh
+++ b/src/dataset/load_dump.sh
@@ -1,16 +1,20 @@
 #!/bin/bash
 
-DB_URL="${DATABASE_URL:-postgresql://user:password@localhost:5432/dbname}"
-DUMP_FILE="${1:-dump_data.sql}"
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+PROJECT_ROOT="$(cd "$SCRIPT_DIR/../.." && pwd)"
+DUMP_FILE="${1:-$PROJECT_ROOT/dumps/data_dump.sql}"
 
 if [ ! -f "$DUMP_FILE" ]; then
     echo "Ошибка: файл $DUMP_FILE не найден"
+    echo "Использование: $0 [путь_к_дампу]"
+    echo "По умолчанию: $PROJECT_ROOT/dumps/data_dump.sql"
     exit 1
 fi
 
-echo "Импорт дампа из $DUMP_FILE в БД..."
+DB_URL="${DATABASE_URL:-postgresql://postgres:postgres@localhost:5432/app}"
+
+echo "Импорт дампа из $DUMP_FILE в БД $DB_URL..."
 
 psql "$DB_URL" -f "$DUMP_FILE"
 
 echo "Импорт завершен!"
-
diff --git a/src/template_project/adapters/data_gateways/vacancy.py b/src/template_project/adapters/data_gateways/vacancy.py
index d9de454..806ee58 100644
--- a/src/template_project/adapters/data_gateways/vacancy.py
+++ b/src/template_project/adapters/data_gateways/vacancy.py
@@ -22,7 +22,7 @@ class DefaultVacancyDataGateway(VacancyDataGateway):
         statement = (
             select(Vacancy, label("resume_similarity", similarity_expr))
             .join(VacancyEmbedding, vacancy_embedding_table.c.vacancy_id == vacancy_table.c.id)
-            .where(similarity_expr >= 0.5)
+            .where(similarity_expr >= 0.0)
             .order_by(distance_expr.asc())
             .limit(100)
         )
diff --git a/uv.lock b/uv.lock
index 6d06a66..5cd51c8 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2406,7 +2406,6 @@ dependencies = [
     { name = "fastapi" },
     { name = "levenshtein" },
     { name = "markupsafe" },
-    { name = "prometheus-fastapi-instrumentator" },
     { name = "pydantic", extra = ["email"] },
     { name = "uuid-utils" },
     { name = "uvicorn" },
@@ -2420,6 +2419,7 @@ backend = [
     { name = "firebase-admin" },
     { name = "httpx" },
     { name = "pgvector" },
+    { name = "prometheus-fastapi-instrumentator" },
     { name = "psycopg", extra = ["binary"] },
     { name = "python-multipart" },
     { name = "sqlalchemy" },
@@ -2482,7 +2482,6 @@ requires-dist = [
     { name = "fastapi", specifier = "==0.119.0" },
     { name = "levenshtein", specifier = ">=0.27.3" },
     { name = "markupsafe", git = "https://github.com/pallets/markupsafe?rev=3.0.2" },
-    { name = "prometheus-fastapi-instrumentator", specifier = ">=7.1.0" },
     { name = "pydantic", extras = ["email"], specifier = ">=2.12.4" },
     { name = "uuid-utils", specifier = "==0.11.1" },
     { name = "uvicorn", specifier = "==0.37.0" },
@@ -2496,6 +2495,7 @@ backend = [
     { name = "firebase-admin", specifier = ">=7.1.0" },
     { name = "httpx", specifier = "==0.28.1" },
     { name = "pgvector", specifier = ">=0.4.1" },
+    { name = "prometheus-fastapi-instrumentator", specifier = ">=7.1.0" },
     { name = "psycopg", extras = ["binary"], specifier = ">=3.2.12" },
     { name = "python-multipart", specifier = ">=0.0.20" },
     { name = "sqlalchemy", specifier = "==2.0.44" },