remove volengine package (#464)

pyproject.toml

@@ -33,7 +33,6 @@ dependencies = [
     "mcp>=1.6.0",
     "langchain-mcp-adapters>=0.0.9",
     "langchain-deepseek>=0.1.3",
-    "volcengine>=1.0.191",
 ]
 
 [project.optional-dependencies]

src/rag/vikingdb_knowledge_base.py

@@ -4,11 +4,12 @@
 import os
 import requests
 import json
+import hashlib
+import hmac
+import urllib.parse
+from datetime import datetime
 from src.rag.retriever import Chunk, Document, Resource, Retriever
 from urllib.parse import urlparse
-from volcengine.auth.SignerV4 import SignerV4
-from volcengine.base.Request import Request
-from volcengine.Credentials import Credentials
 
 
 class VikingDBKnowledgeBaseProvider(Retriever):
@@ -20,6 +21,8 @@ class VikingDBKnowledgeBaseProvider(Retriever):
     api_ak: str
     api_sk: str
     retrieval_size: int = 10
+    region: str = "cn-north-1"
+    service: str = "air"
 
     def __init__(self):
         api_url = os.getenv("VIKINGDB_KNOWLEDGE_BASE_API_URL")
@@ -41,41 +44,137 @@ class VikingDBKnowledgeBaseProvider(Retriever):
         if retrieval_size:
             self.retrieval_size = int(retrieval_size)
 
-    def prepare_request(self, method, path, params=None, data=None, doseq=0):
+        # 设置region，如果需要可以从环境变量获取
-        """
+        region = os.getenv("VIKINGDB_KNOWLEDGE_BASE_REGION", "cn-north-1")
-        Prepare signed request using volcengine auth
+        self.region = region
-        """
-        if params:
-            for key in params:
-                if (
-                    type(params[key]) is int
-                    or type(params[key]) is float
-                    or type(params[key]) is bool
-                ):
-                    params[key] = str(params[key])
-                elif type(params[key]) is list:
-                    if not doseq:
-                        params[key] = ",".join(params[key])
 
-        r = Request()
+    def _hmac_sha256(self, key: bytes, content: str) -> bytes:
-        r.set_shema("https")
+        return hmac.new(key, content.encode("utf-8"), hashlib.sha256).digest()
-        r.set_method(method)
-        r.set_connection_timeout(10)
-        r.set_socket_timeout(10)
-        mheaders = {
-            "Accept": "application/json",
-            "Content-Type": "application/json",
-        }
-        r.set_headers(mheaders)
-        if params:
-            r.set_query(params)
-        r.set_path(path)
-        if data is not None:
-            r.set_body(json.dumps(data))
 
-        credentials = Credentials(self.api_ak, self.api_sk, "air", "cn-north-1")
+    def _hash_sha256(self, data: bytes) -> bytes:
-        SignerV4.sign(r, credentials)
+        return hashlib.sha256(data).digest()
-        return r
+
+    def _get_signed_key(
+        self, secret_key: str, date: str, region: str, service: str
+    ) -> bytes:
+        k_date = self._hmac_sha256(secret_key.encode("utf-8"), date)
+        k_region = self._hmac_sha256(k_date, region)
+        k_service = self._hmac_sha256(k_region, service)
+        k_signing = self._hmac_sha256(k_service, "request")
+        return k_signing
+
+    def _create_canonical_request(
+        self, method: str, path: str, query_params: dict, headers: dict, payload: bytes
+    ) -> str:
+        canonical_method = method.upper()
+        canonical_uri = path if path else "/"
+        if query_params:
+            encoded_params = []
+            for key in sorted(query_params.keys()):
+                value = query_params[key]
+                encoded_key = urllib.parse.quote(str(key), safe="")
+                encoded_value = urllib.parse.quote(str(value), safe="")
+                encoded_params.append(f"{encoded_key}={encoded_value}")
+            canonical_query_string = "&".join(encoded_params)
+        else:
+            canonical_query_string = ""
+
+        canonical_headers_list = []
+        signed_headers_list = []
+        for header_name in sorted(headers.keys(), key=str.lower):
+            header_name_lower = header_name.lower()
+            header_value = str(headers[header_name]).strip()
+            canonical_headers_list.append(f"{header_name_lower}:{header_value}")
+            signed_headers_list.append(header_name_lower)
+
+        canonical_headers = "\n".join(canonical_headers_list) + "\n"
+        signed_headers = ";".join(signed_headers_list)
+
+        payload_hash = self._hash_sha256(payload).hex()
+
+        canonical_request = "\n".join(
+            [
+                canonical_method,
+                canonical_uri,
+                canonical_query_string,
+                canonical_headers,
+                signed_headers,
+                payload_hash,
+            ]
+        )
+
+        return canonical_request, signed_headers
+
+    def _create_signature(
+        self, method: str, path: str, query_params: dict, headers: dict, payload: bytes
+    ) -> str:
+        now = datetime.utcnow()
+        date_stamp = now.strftime("%Y%m%dT%H%M%SZ")
+        auth_date = date_stamp[:8]
+
+        headers["X-Date"] = date_stamp
+        headers["Host"] = self.api_url.replace("https://", "").replace("http://", "")
+        headers["X-Content-Sha256"] = self._hash_sha256(payload).hex()
+        headers["Content-Type"] = "application/json"
+
+        canonical_request, signed_headers = self._create_canonical_request(
+            method, path, query_params, headers, payload
+        )
+
+        algorithm = "HMAC-SHA256"
+        credential_scope = f"{auth_date}/{self.region}/{self.service}/request"
+        canonical_request_hash = self._hash_sha256(
+            canonical_request.encode("utf-8")
+        ).hex()
+
+        string_to_sign = "\n".join(
+            [algorithm, date_stamp, credential_scope, canonical_request_hash]
+        )
+
+        signing_key = self._get_signed_key(
+            self.api_sk, auth_date, self.region, self.service
+        )
+        signature = hmac.new(
+            signing_key, string_to_sign.encode("utf-8"), hashlib.sha256
+        ).hexdigest()
+
+        authorization = (
+            f"{algorithm} "
+            f"Credential={self.api_ak}/{credential_scope}, "
+            f"SignedHeaders={signed_headers}, "
+            f"Signature={signature}"
+        )
+
+        headers["Authorization"] = authorization
+
+        return headers
+
+    def _make_signed_request(
+        self, method: str, path: str, params: dict = None, data: dict = None
+    ):
+        if data is None:
+            payload = b""
+        else:
+            payload = json.dumps(data).encode("utf-8")
+
+        if params is None:
+            params = {}
+
+        url = f"https://{self.api_url}{path}"
+        headers = {}
+        signed_headers = self._create_signature(method, path, params, headers, payload)
+        try:
+            response = requests.request(
+                method=method,
+                url=url,
+                headers=signed_headers,
+                params=params,
+                data=payload if payload else None,
+                timeout=30,
+            )
+            return response
+        except Exception as e:
+            raise ValueError(f"Request failed: {e}")
 
     def query_relevant_documents(
         self, query: str, resources: list[Resource] = []
@@ -111,29 +210,24 @@ class VikingDBKnowledgeBaseProvider(Retriever):
                 query_param = {"doc_filter": doc_filter}
                 request_params["query_param"] = query_param
 
-            method = "POST"
             path = "/api/knowledge/collection/search_knowledge"
-            info_req = self.prepare_request(
+
-                method=method, path=path, data=request_params
+            # 使用新的签名请求方法
-            )
+            response = self._make_signed_request(
-            rsp = requests.request(
+                method="POST", path=path, data=request_params
-                method=info_req.method,
-                url="http://{}{}".format(self.api_url, info_req.path),
-                headers=info_req.headers,
-                data=info_req.body,
             )
 
             try:
-                response = json.loads(rsp.text)
+                response_data = response.json()
             except json.JSONDecodeError as e:
                 raise ValueError(f"Failed to parse JSON response: {e}")
 
-            if response["code"] != 0:
+            if response_data["code"] != 0:
                 raise ValueError(
-                    f"Failed to query documents from resource: {response['message']}"
+                    f"Failed to query documents from resource: {response_data['message']}"
                 )
 
-            rsp_data = response.get("data", {})
+            rsp_data = response_data.get("data", {})
 
             if "result_list" not in rsp_data:
                 continue
@@ -163,25 +257,20 @@ class VikingDBKnowledgeBaseProvider(Retriever):
         """
         List resources (knowledge bases) from the knowledge base service
         """
-        method = "POST"
         path = "/api/knowledge/collection/list"
-        info_req = self.prepare_request(method=method, path=path)
+
-        rsp = requests.request(
+        response = self._make_signed_request(method="POST", path=path)
-            method=info_req.method,
+
-            url="http://{}{}".format(self.api_url, info_req.path),
-            headers=info_req.headers,
-            data=info_req.body,
-        )
         try:
-            response = json.loads(rsp.text)
+            response_data = response.json()
         except json.JSONDecodeError as e:
             raise ValueError(f"Failed to parse JSON response: {e}")
 
-        if response["code"] != 0:
+        if response_data["code"] != 0:
-            raise Exception(f"Failed to list resources: {response["message"]}")
+            raise Exception(f"Failed to list resources: {response_data['message']}")
 
         resources = []
-        rsp_data = response.get("data", {})
+        rsp_data = response_data.get("data", {})
         collection_list = rsp_data.get("collection_list", [])
         for item in collection_list:
             collection_name = item.get("collection_name", "")

tests/unit/rag/test_vikingdb_knowledge_base.py

@@ -4,7 +4,10 @@
 import os
 import pytest
 import json
+import hashlib
+import hmac
 from unittest.mock import patch, MagicMock
+from datetime import datetime
 from src.rag.vikingdb_knowledge_base import VikingDBKnowledgeBaseProvider, parse_uri
 
 
@@ -50,6 +53,7 @@ def env_vars():
             "VIKINGDB_KNOWLEDGE_BASE_API_AK": "test_ak",
             "VIKINGDB_KNOWLEDGE_BASE_API_SK": "test_sk",
             "VIKINGDB_KNOWLEDGE_BASE_RETRIEVAL_SIZE": "10",
+            "VIKINGDB_KNOWLEDGE_BASE_REGION": "cn-north-1",
         },
     ):
         yield
@@ -89,6 +93,8 @@ class TestVikingDBKnowledgeBaseProviderInit:
         assert provider.api_ak == "test_ak"
         assert provider.api_sk == "test_sk"
         assert provider.retrieval_size == 10
+        assert provider.region == "cn-north-1"
+        assert provider.service == "air"
 
     def test_init_success_without_retrieval_size(self):
         """Test initialization without VIKINGDB_KNOWLEDGE_BASE_RETRIEVAL_SIZE (should use default)"""
@@ -118,6 +124,20 @@ class TestVikingDBKnowledgeBaseProviderInit:
             provider = VikingDBKnowledgeBaseProvider()
             assert provider.retrieval_size == 5
 
+    def test_init_custom_region(self):
+        """Test initialization with custom region"""
+        with patch.dict(
+            os.environ,
+            {
+                "VIKINGDB_KNOWLEDGE_BASE_API_URL": "api-test.example.com",
+                "VIKINGDB_KNOWLEDGE_BASE_API_AK": "test_ak",
+                "VIKINGDB_KNOWLEDGE_BASE_API_SK": "test_sk",
+                "VIKINGDB_KNOWLEDGE_BASE_REGION": "us-east-1",
+            },
+        ):
+            provider = VikingDBKnowledgeBaseProvider()
+            assert provider.region == "us-east-1"
+
     def test_init_missing_api_url(self):
         """Test initialization fails when API URL is missing"""
         with patch.dict(
@@ -164,61 +184,107 @@ class TestVikingDBKnowledgeBaseProviderInit:
                 VikingDBKnowledgeBaseProvider()
 
 
-class TestVikingDBKnowledgeBaseProviderPrepareRequest:
+class TestVikingDBKnowledgeBaseProviderSignature:
     @pytest.fixture
     def provider(self, env_vars):
         return VikingDBKnowledgeBaseProvider()
 
-    def test_prepare_request_basic(self, provider):
+    def test_hmac_sha256(self, provider):
-        """Test basic request preparation"""
+        """Test HMAC SHA256 calculation"""
-        with (
+        key = b"test_key"
-            patch("src.rag.vikingdb_knowledge_base.Request") as mock_request,
+        content = "test_content"
-            patch("src.rag.vikingdb_knowledge_base.Credentials") as _mock_credentials,
+        result = provider._hmac_sha256(key, content)
-            patch("src.rag.vikingdb_knowledge_base.SignerV4.sign") as _mock_sign,
+        expected = hmac.new(key, content.encode("utf-8"), hashlib.sha256).digest()
-        ):
+        assert result == expected
 
-            mock_req_instance = MagicMock()
+    def test_hash_sha256(self, provider):
-            mock_request.return_value = mock_req_instance
+        """Test SHA256 hash calculation"""
+        data = b"test_data"
+        result = provider._hash_sha256(data)
+        expected = hashlib.sha256(data).digest()
+        assert result == expected
 
-            result = provider.prepare_request("POST", "/test/path")
+    def test_get_signed_key(self, provider):
+        """Test signed key generation"""
+        secret_key = "test_secret"
+        date = "20250722"
+        region = "cn-north-1"
+        service = "air"
 
-            assert result == mock_req_instance
+        result = provider._get_signed_key(secret_key, date, region, service)
-            mock_req_instance.set_shema.assert_called_once_with("https")
+        assert isinstance(result, bytes)
-            mock_req_instance.set_method.assert_called_once_with("POST")
+        assert len(result) == 32  # SHA256 digest is 32 bytes
-            mock_req_instance.set_path.assert_called_once_with("/test/path")
 
-    def test_prepare_request_with_params(self, provider):
+    def test_create_canonical_request(self, provider):
-        """Test request preparation with parameters"""
+        """Test canonical request creation"""
-        with (
+        method = "POST"
-            patch("src.rag.vikingdb_knowledge_base.Request") as mock_request,
+        path = "/api/test"
-            patch("src.rag.vikingdb_knowledge_base.Credentials"),
+        query_params = {"param1": "value1", "param2": "value2"}
-            patch("src.rag.vikingdb_knowledge_base.SignerV4.sign"),
+        headers = {"Content-Type": "application/json", "Host": "example.com"}
-        ):
+        payload = b'{"test": "data"}'
 
-            mock_req_instance = MagicMock()
+        canonical_request, signed_headers = provider._create_canonical_request(
-            mock_request.return_value = mock_req_instance
+            method, path, query_params, headers, payload
+        )
 
-            params = {"key": "value", "number": 123, "boolean": True}
+        assert "POST" in canonical_request
-            provider.prepare_request("GET", "/test", params=params)
+        assert "/api/test" in canonical_request
+        assert "param1=value1&param2=value2" in canonical_request
+        assert "content-type:application/json" in canonical_request
+        assert "host:example.com" in canonical_request
+        assert signed_headers == "content-type;host"
 
-            expected_params = {"key": "value", "number": "123", "boolean": "True"}
+    @patch("src.rag.vikingdb_knowledge_base.datetime")
-            mock_req_instance.set_query.assert_called_once_with(expected_params)
+    def test_create_signature(self, mock_datetime, provider):
+        """Test signature creation"""
+        # Mock datetime
+        mock_now = datetime(2025, 7, 22, 10, 30, 45)
+        mock_datetime.utcnow.return_value = mock_now
 
-    def test_prepare_request_with_data(self, provider):
+        method = "POST"
-        """Test request preparation with data"""
+        path = "/api/test"
-        with (
+        query_params = {}
-            patch("src.rag.vikingdb_knowledge_base.Request") as mock_request,
+        headers = {}
-            patch("src.rag.vikingdb_knowledge_base.Credentials"),
+        payload = b'{"test": "data"}'
-            patch("src.rag.vikingdb_knowledge_base.SignerV4.sign"),
-        ):
 
-            mock_req_instance = MagicMock()
+        result = provider._create_signature(
-            mock_request.return_value = mock_req_instance
+            method, path, query_params, headers, payload
+        )
 
-            data = {"test": "data"}
+        assert "X-Date" in result
-            provider.prepare_request("POST", "/test", data=data)
+        assert "Host" in result
+        assert "X-Content-Sha256" in result
+        assert "Content-Type" in result
+        assert "Authorization" in result
+        assert "HMAC-SHA256" in result["Authorization"]
 
-            mock_req_instance.set_body.assert_called_once_with(json.dumps(data))
+    @patch("src.rag.vikingdb_knowledge_base.requests.request")
+    def test_make_signed_request_success(self, mock_request, provider):
+        """Test successful signed request"""
+        mock_response = MagicMock()
+        mock_response.json.return_value = {"code": 0, "data": {}}
+        mock_request.return_value = mock_response
+
+        result = provider._make_signed_request(
+            "POST", "/api/test", data={"test": "data"}
+        )
+
+        assert result == mock_response
+        mock_request.assert_called_once()
+
+        # Verify the call arguments
+        call_args = mock_request.call_args
+        assert call_args[1]["method"] == "POST"
+        assert call_args[1]["url"] == f"https://{provider.api_url}/api/test"
+        assert call_args[1]["timeout"] == 30
+
+    @patch("src.rag.vikingdb_knowledge_base.requests.request")
+    def test_make_signed_request_with_exception(self, mock_request, provider):
+        """Test signed request with exception"""
+        mock_request.side_effect = Exception("Network error")
+
+        with pytest.raises(ValueError, match="Request failed: Network error"):
+            provider._make_signed_request("GET", "/api/test")
 
 
 class TestVikingDBKnowledgeBaseProviderQueryRelevantDocuments:
@@ -231,166 +297,147 @@ class TestVikingDBKnowledgeBaseProviderQueryRelevantDocuments:
         result = provider.query_relevant_documents("test query", [])
         assert result == []
 
-    @patch("src.rag.vikingdb_knowledge_base.requests.request")
+    @patch.object(VikingDBKnowledgeBaseProvider, "_make_signed_request")
     def test_query_relevant_documents_success(self, mock_request, provider):
         """Test successful document query"""
         # Mock response
         mock_response = MagicMock()
-        mock_response.text = json.dumps(
+        mock_response.json.return_value = {
+            "code": 0,
+            "data": {
+                "result_list": [
+                    {
+                        "doc_info": {
+                            "doc_id": "doc123",
+                            "doc_name": "Test Document",
+                        },
+                        "content": "Test content",
+                        "score": 0.95,
+                    }
+                ]
+            },
+        }
+        mock_request.return_value = mock_response
+
+        resources = [MockResource("rag://dataset/123")]
+        result = provider.query_relevant_documents("test query", resources)
+
+        assert len(result) == 1
+        assert result[0].id == "doc123"
+        assert result[0].title == "Test Document"
+        assert len(result[0].chunks) == 1
+        assert result[0].chunks[0].content == "Test content"
+        assert result[0].chunks[0].similarity == 0.95
+
+    @patch.object(VikingDBKnowledgeBaseProvider, "_make_signed_request")
+    def test_query_relevant_documents_with_document_filter(
+        self, mock_request, provider
+    ):
+        """Test document query with document ID filter"""
+        mock_response = MagicMock()
+        mock_response.json.return_value = {"code": 0, "data": {"result_list": []}}
+        mock_request.return_value = mock_response
+
+        resources = [MockResource("rag://dataset/123#doc456")]
+        provider.query_relevant_documents("test query", resources)
+
+        # Verify that query_param with doc_filter was included in the request
+        call_args = mock_request.call_args
+        request_data = call_args[1]["data"]
+        assert "query_param" in request_data
+        assert "doc_filter" in request_data["query_param"]
+
+        doc_filter = request_data["query_param"]["doc_filter"]
+        assert doc_filter["op"] == "must"
+        assert doc_filter["field"] == "doc_id"
+        assert doc_filter["conds"] == ["doc456"]
+
+    @patch.object(VikingDBKnowledgeBaseProvider, "_make_signed_request")
+    def test_query_relevant_documents_api_error(self, mock_request, provider):
+        """Test handling of API error response"""
+        mock_response = MagicMock()
+        mock_response.json.return_value = {"code": 1, "message": "API Error"}
+        mock_request.return_value = mock_response
+
+        resources = [MockResource("rag://dataset/123")]
+        with pytest.raises(
+            ValueError, match="Failed to query documents from resource: API Error"
+        ):
+            provider.query_relevant_documents("test query", resources)
+
+    @patch.object(VikingDBKnowledgeBaseProvider, "_make_signed_request")
+    def test_query_relevant_documents_json_decode_error(self, mock_request, provider):
+        """Test handling of JSON decode error"""
+        mock_response = MagicMock()
+        mock_response.json.side_effect = json.JSONDecodeError("Invalid JSON", "", 0)
+        mock_request.return_value = mock_response
+
+        resources = [MockResource("rag://dataset/123")]
+        with pytest.raises(ValueError, match="Failed to parse JSON response"):
+            provider.query_relevant_documents("test query", resources)
+
+    @patch.object(VikingDBKnowledgeBaseProvider, "_make_signed_request")
+    def test_query_relevant_documents_multiple_resources(self, mock_request, provider):
+        """Test querying multiple resources and merging results"""
+        # Mock responses for different resources
+        responses = [
             {
                 "code": 0,
                 "data": {
                     "result_list": [
                         {
                             "doc_info": {
-                                "doc_id": "doc123",
+                                "doc_id": "doc1",
-                                "doc_name": "Test Document",
+                                "doc_name": "Document 1",
                             },
-                            "content": "Test content",
+                            "content": "Content 1",
-                            "score": 0.95,
+                            "score": 0.9,
                         }
                     ]
                 },
-            }
+            },
-        )
+            {
-        mock_request.return_value = mock_response
+                "code": 0,
-
+                "data": {
-        # Mock prepare_request
+                    "result_list": [
-        with patch.object(provider, "prepare_request") as mock_prepare:
+                        {
-            mock_req = MagicMock()
+                            "doc_info": {
-            mock_req.method = "POST"
+                                "doc_id": "doc1",
-            mock_req.path = "/api/knowledge/collection/search_knowledge"
+                                "doc_name": "Document 1",
-            mock_req.headers = {}
-            mock_req.body = "{}"
-            mock_prepare.return_value = mock_req
-
-            resources = [MockResource("rag://dataset/123")]
-            result = provider.query_relevant_documents("test query", resources)
-
-            assert len(result) == 1
-            assert result[0].id == "doc123"
-            assert result[0].title == "Test Document"
-            assert len(result[0].chunks) == 1
-            assert result[0].chunks[0].content == "Test content"
-            assert result[0].chunks[0].similarity == 0.95
-
-    @patch("src.rag.vikingdb_knowledge_base.requests.request")
-    def test_query_relevant_documents_with_document_filter(
-        self, mock_request, provider
-    ):
-        """Test document query with document ID filter"""
-        mock_response = MagicMock()
-        mock_response.text = json.dumps({"code": 0, "data": {"result_list": []}})
-        mock_request.return_value = mock_response
-
-        with patch.object(provider, "prepare_request") as mock_prepare:
-            mock_req = MagicMock()
-            mock_prepare.return_value = mock_req
-
-            resources = [MockResource("rag://dataset/123#doc456")]
-            provider.query_relevant_documents("test query", resources)
-
-            # Verify that query_param with doc_filter was included in the request
-            call_args = mock_prepare.call_args
-            request_data = call_args[1]["data"]
-            assert "query_param" in request_data
-            assert "doc_filter" in request_data["query_param"]
-
-            doc_filter = request_data["query_param"]["doc_filter"]
-            assert doc_filter["op"] == "must"
-            assert doc_filter["field"] == "doc_id"
-            assert doc_filter["conds"] == ["doc456"]
-
-    @patch("src.rag.vikingdb_knowledge_base.requests.request")
-    def test_query_relevant_documents_api_error(self, mock_request, provider):
-        """Test handling of API error response"""
-        mock_response = MagicMock()
-        mock_response.text = json.dumps({"code": 1, "message": "API Error"})
-        mock_request.return_value = mock_response
-
-        with patch.object(provider, "prepare_request"):
-            resources = [MockResource("rag://dataset/123")]
-            with pytest.raises(
-                ValueError, match="Failed to query documents from resource: API Error"
-            ):
-                provider.query_relevant_documents("test query", resources)
-
-    @patch("src.rag.vikingdb_knowledge_base.requests.request")
-    def test_query_relevant_documents_json_decode_error(self, mock_request, provider):
-        """Test handling of JSON decode error"""
-        mock_response = MagicMock()
-        mock_response.text = "invalid json"
-        mock_request.return_value = mock_response
-
-        with patch.object(provider, "prepare_request"):
-            resources = [MockResource("rag://dataset/123")]
-            with pytest.raises(ValueError, match="Failed to parse JSON response"):
-                provider.query_relevant_documents("test query", resources)
-
-    @patch("src.rag.vikingdb_knowledge_base.requests.request")
-    def test_query_relevant_documents_multiple_resources(self, mock_request, provider):
-        """Test querying multiple resources and merging results"""
-        # Mock responses for different resources
-        responses = [
-            json.dumps(
-                {
-                    "code": 0,
-                    "data": {
-                        "result_list": [
-                            {
-                                "doc_info": {
-                                    "doc_id": "doc1",
-                                    "doc_name": "Document 1",
-                                },
-                                "content": "Content 1",
-                                "score": 0.9,
-                            }
-                        ]
-                    },
-                }
-            ),
-            json.dumps(
-                {
-                    "code": 0,
-                    "data": {
-                        "result_list": [
-                            {
-                                "doc_info": {
-                                    "doc_id": "doc1",
-                                    "doc_name": "Document 1",
-                                },
-                                "content": "Content 2",
-                                "score": 0.8,
                             },
-                            {
+                            "content": "Content 2",
-                                "doc_info": {
+                            "score": 0.8,
-                                    "doc_id": "doc2",
+                        },
-                                    "doc_name": "Document 2",
+                        {
-                                },
+                            "doc_info": {
-                                "content": "Content 3",
+                                "doc_id": "doc2",
-                                "score": 0.7,
+                                "doc_name": "Document 2",
                             },
-                        ]
+                            "content": "Content 3",
-                    },
+                            "score": 0.7,
-                }
+                        },
-            ),
+                    ]
+                },
+            },
         ]
 
-        mock_request.side_effect = [MagicMock(text=resp) for resp in responses]
+        mock_responses = [MagicMock() for _ in responses]
+        for i, resp in enumerate(responses):
+            mock_responses[i].json.return_value = resp
+        mock_request.side_effect = mock_responses
 
-        with patch.object(provider, "prepare_request"):
+        resources = [
-            resources = [
+            MockResource("rag://dataset/123"),
-                MockResource("rag://dataset/123"),
+            MockResource("rag://dataset/456"),
-                MockResource("rag://dataset/456"),
+        ]
-            ]
+        result = provider.query_relevant_documents("test query", resources)
-            result = provider.query_relevant_documents("test query", resources)
 
-            # Should have 2 documents: doc1 (with 2 chunks) and doc2 (with 1 chunk)
+        # Should have 2 documents: doc1 (with 2 chunks) and doc2 (with 1 chunk)
-            assert len(result) == 2
+        assert len(result) == 2
-            doc1 = next(doc for doc in result if doc.id == "doc1")
+        doc1 = next(doc for doc in result if doc.id == "doc1")
-            doc2 = next(doc for doc in result if doc.id == "doc2")
+        doc2 = next(doc for doc in result if doc.id == "doc2")
-            assert len(doc1.chunks) == 2
+        assert len(doc1.chunks) == 2
-            assert len(doc2.chunks) == 1
+        assert len(doc2.chunks) == 1
 
 
 class TestVikingDBKnowledgeBaseProviderListResources:
@@ -398,106 +445,94 @@ class TestVikingDBKnowledgeBaseProviderListResources:
     def provider(self, env_vars):
         return VikingDBKnowledgeBaseProvider()
 
-    @patch("src.rag.vikingdb_knowledge_base.requests.request")
+    @patch.object(VikingDBKnowledgeBaseProvider, "_make_signed_request")
     def test_list_resources_success(self, mock_request, provider):
         """Test successful resource listing"""
         mock_response = MagicMock()
-        mock_response.text = json.dumps(
+        mock_response.json.return_value = {
-            {
+            "code": 0,
-                "code": 0,
+            "data": {
-                "data": {
+                "collection_list": [
-                    "collection_list": [
+                    {
-                        {
+                        "resource_id": "123",
-                            "resource_id": "123",
+                        "collection_name": "Dataset 1",
-                            "collection_name": "Dataset 1",
+                        "description": "Description 1",
-                            "description": "Description 1",
+                    },
-                        },
+                    {
-                        {
+                        "resource_id": "456",
-                            "resource_id": "456",
+                        "collection_name": "Dataset 2",
-                            "collection_name": "Dataset 2",
+                        "description": "Description 2",
-                            "description": "Description 2",
+                    },
-                        },
+                ]
-                    ]
+            },
-                },
+        }
-            }
-        )
         mock_request.return_value = mock_response
 
-        with patch.object(provider, "prepare_request") as mock_prepare:
+        result = provider.list_resources()
-            mock_req = MagicMock()
-            mock_prepare.return_value = mock_req
 
-            result = provider.list_resources()
+        assert len(result) == 2
+        assert result[0].uri == "rag://dataset/123"
+        assert result[0].title == "Dataset 1"
+        assert result[0].description == "Description 1"
+        assert result[1].uri == "rag://dataset/456"
+        assert result[1].title == "Dataset 2"
+        assert result[1].description == "Description 2"
 
-            assert len(result) == 2
+    @patch.object(VikingDBKnowledgeBaseProvider, "_make_signed_request")
-            assert result[0].uri == "rag://dataset/123"
-            assert result[0].title == "Dataset 1"
-            assert result[0].description == "Description 1"
-            assert result[1].uri == "rag://dataset/456"
-            assert result[1].title == "Dataset 2"
-            assert result[1].description == "Description 2"
-
-    @patch("src.rag.vikingdb_knowledge_base.requests.request")
     def test_list_resources_with_query_filter(self, mock_request, provider):
         """Test resource listing with query filter"""
         mock_response = MagicMock()
-        mock_response.text = json.dumps(
+        mock_response.json.return_value = {
-            {
+            "code": 0,
-                "code": 0,
+            "data": {
-                "data": {
+                "collection_list": [
-                    "collection_list": [
+                    {
-                        {
+                        "resource_id": "123",
-                            "resource_id": "123",
+                        "collection_name": "Test Dataset",
-                            "collection_name": "Test Dataset",
+                        "description": "Description",
-                            "description": "Description",
+                    },
-                        },
+                    {
-                        {
+                        "resource_id": "456",
-                            "resource_id": "456",
+                        "collection_name": "Other Dataset",
-                            "collection_name": "Other Dataset",
+                        "description": "Description",
-                            "description": "Description",
+                    },
-                        },
+                ]
-                    ]
+            },
-                },
+        }
-            }
-        )
         mock_request.return_value = mock_response
 
-        with patch.object(provider, "prepare_request"):
+        result = provider.list_resources("test")
-            result = provider.list_resources("test")
 
-            # Should only return the dataset with "test" in the name
+        # Should only return the dataset with "test" in the name
-            assert len(result) == 1
+        assert len(result) == 1
-            assert result[0].title == "Test Dataset"
+        assert result[0].title == "Test Dataset"
 
-    @patch("src.rag.vikingdb_knowledge_base.requests.request")
+    @patch.object(VikingDBKnowledgeBaseProvider, "_make_signed_request")
     def test_list_resources_api_error(self, mock_request, provider):
         """Test handling of API error in list_resources"""
         mock_response = MagicMock()
-        mock_response.text = json.dumps({"code": 1, "message": "API Error"})
+        mock_response.json.return_value = {"code": 1, "message": "API Error"}
         mock_request.return_value = mock_response
 
-        with patch.object(provider, "prepare_request"):
+        with pytest.raises(Exception, match="Failed to list resources: API Error"):
-            with pytest.raises(Exception, match="Failed to list resources: API Error"):
+            provider.list_resources()
-                provider.list_resources()
 
-    @patch("src.rag.vikingdb_knowledge_base.requests.request")
+    @patch.object(VikingDBKnowledgeBaseProvider, "_make_signed_request")
     def test_list_resources_json_decode_error(self, mock_request, provider):
         """Test handling of JSON decode error in list_resources"""
         mock_response = MagicMock()
-        mock_response.text = "invalid json"
+        mock_response.json.side_effect = json.JSONDecodeError("Invalid JSON", "", 0)
         mock_request.return_value = mock_response
 
-        with patch.object(provider, "prepare_request"):
+        with pytest.raises(ValueError, match="Failed to parse JSON response"):
-            with pytest.raises(ValueError, match="Failed to parse JSON response"):
+            provider.list_resources()
-                provider.list_resources()
 
-    @patch("src.rag.vikingdb_knowledge_base.requests.request")
+    @patch.object(VikingDBKnowledgeBaseProvider, "_make_signed_request")
     def test_list_resources_empty_response(self, mock_request, provider):
         """Test handling of empty response"""
         mock_response = MagicMock()
-        mock_response.text = json.dumps({"code": 0, "data": {"collection_list": []}})
+        mock_response.json.return_value = {"code": 0, "data": {"collection_list": []}}
         mock_request.return_value = mock_response
 
-        with patch.object(provider, "prepare_request"):
+        result = provider.list_resources()
-            result = provider.list_resources()
+        assert result == []
-            assert result == []

uv.lock

@@ -365,15 +365,6 @@ wheels = [
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-version = "5.2.1"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/43/fa/6d96a0978d19e17b68d634497769987b16c8f4cd0a7a05048bec693caa6b/decorator-5.2.1.tar.gz", hash = "sha256:65f266143752f734b0a7cc83c46f4618af75b8c5911b00ccb61d0ac9b6da0360", size = 56711, upload-time = "2025-02-24T04:41:34.073Z" }
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-]
-
 [[package]]
 name = "deer-flow"
 version = "0.1.0"
@@ -402,7 +393,6 @@ dependencies = [
     { name = "socksio" },
     { name = "sse-starlette" },
     { name = "uvicorn" },
-    { name = "volcengine" },
     { name = "yfinance" },
 ]
 
@@ -449,7 +439,6 @@ requires-dist = [
     { name = "socksio", specifier = ">=1.0.0" },
     { name = "sse-starlette", specifier = ">=1.6.5" },
     { name = "uvicorn", specifier = ">=0.27.1" },
-    { name = "volcengine", specifier = ">=1.0.191" },
     { name = "yfinance", specifier = ">=0.2.54" },
 ]
 provides-extras = ["dev", "test"]
@@ -577,18 +566,6 @@ wheels = [
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 ]
 
-[[package]]
-name = "google"
-version = "3.0.0"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "beautifulsoup4" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/89/97/b49c69893cddea912c7a660a4b6102c6b02cd268f8c7162dd70b7c16f753/google-3.0.0.tar.gz", hash = "sha256:143530122ee5130509ad5e989f0512f7cb218b2d4eddbafbad40fd10e8d8ccbe", size = 44978, upload-time = "2020-07-11T14:50:45.678Z" }
-wheels = [
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-]
-
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 name = "greenlet"
 version = "3.1.1"
@@ -1620,29 +1597,6 @@ wheels = [
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 ]
 
-[[package]]
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-version = "6.31.1"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/52/f3/b9655a711b32c19720253f6f06326faf90580834e2e83f840472d752bc8b/protobuf-6.31.1.tar.gz", hash = "sha256:d8cac4c982f0b957a4dc73a80e2ea24fab08e679c0de9deb835f4a12d69aca9a", size = 441797, upload-time = "2025-05-28T19:25:54.947Z" }
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-    { url = "https://files.pythonhosted.org/packages/6a/c9/b9689a2a250264a84e66c46d8862ba788ee7a641cdca39bccf64f59284b7/protobuf-6.31.1-cp39-abi3-macosx_10_9_universal2.whl", hash = "sha256:6f1227473dc43d44ed644425268eb7c2e488ae245d51c6866d19fe158e207402", size = 425604, upload-time = "2025-05-28T19:25:45.702Z" },
-    { url = "https://files.pythonhosted.org/packages/76/a1/7a5a94032c83375e4fe7e7f56e3976ea6ac90c5e85fac8576409e25c39c3/protobuf-6.31.1-cp39-abi3-manylinux2014_aarch64.whl", hash = "sha256:a40fc12b84c154884d7d4c4ebd675d5b3b5283e155f324049ae396b95ddebc39", size = 322115, upload-time = "2025-05-28T19:25:47.128Z" },
-    { url = "https://files.pythonhosted.org/packages/fa/b1/b59d405d64d31999244643d88c45c8241c58f17cc887e73bcb90602327f8/protobuf-6.31.1-cp39-abi3-manylinux2014_x86_64.whl", hash = "sha256:4ee898bf66f7a8b0bd21bce523814e6fbd8c6add948045ce958b73af7e8878c6", size = 321070, upload-time = "2025-05-28T19:25:50.036Z" },
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-[[package]]
-name = "py"
-version = "1.11.0"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/98/ff/fec109ceb715d2a6b4c4a85a61af3b40c723a961e8828319fbcb15b868dc/py-1.11.0.tar.gz", hash = "sha256:51c75c4126074b472f746a24399ad32f6053d1b34b68d2fa41e558e6f4a98719", size = 207796, upload-time = "2021-11-04T17:17:01.377Z" }
-wheels = [
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-
 [[package]]
 name = "pycparser"
 version = "2.22"
@@ -1652,12 +1606,6 @@ wheels = [
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-[[package]]
-name = "pycryptodome"
-version = "3.9.9"
-source = { registry = "https://pypi.org/simple" }
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-
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 name = "pydantic"
 version = "2.10.6"
@@ -1923,19 +1871,6 @@ wheels = [
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 ]
 
-[[package]]
-name = "retry"
-version = "0.9.2"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "decorator" },
-    { name = "py" },
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-wheels = [
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 [[package]]
 name = "rpds-py"
 version = "0.23.1"
@@ -1987,25 +1922,25 @@ wheels = [
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 version = "0.11.10"
 source = { registry = "https://pypi.org/simple" }
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+sdist = { url = "https://files.pythonhosted.org/packages/e8/4c/4a3c5a97faaae6b428b336dcca81d03ad04779f8072c267ad2bd860126bf/ruff-0.11.10.tar.gz", hash = "sha256:d522fb204b4959909ecac47da02830daec102eeb100fb50ea9554818d47a5fa6", size = 4165632, upload-time = "2025-05-15T14:08:56.76Z" }
 wheels = [
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