# # Copyright 2025 The InfiniFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # from ragflow_sdk import RAGFlow, Agent from common import HOST_ADDRESS import pytest def test_create_session_with_success(get_api_key_fixture): API_KEY = get_api_key_fixture rag = RAGFlow(API_KEY, HOST_ADDRESS) kb = rag.create_dataset(name="test_create_session") display_name = "ragflow.txt" with open("test_data/ragflow.txt", "rb") as file: blob = file.read() document = {"display_name": display_name, "blob": blob} documents = [] documents.append(document) docs = kb.upload_documents(documents) for doc in docs: doc.add_chunk("This is a test to add chunk") assistant = rag.create_chat("test_create_session", dataset_ids=[kb.id]) assistant.create_session() def test_create_conversation_with_success(get_api_key_fixture): API_KEY = get_api_key_fixture rag = RAGFlow(API_KEY, HOST_ADDRESS) kb = rag.create_dataset(name="test_create_conversation") display_name = "ragflow.txt" with open("test_data/ragflow.txt", "rb") as file: blob = file.read() document = {"display_name": display_name, "blob": blob} documents = [] documents.append(document) docs = kb.upload_documents(documents) for doc in docs: doc.add_chunk("This is a test to add chunk") assistant = rag.create_chat("test_create_conversation", dataset_ids=[kb.id]) session = assistant.create_session() question = "What is AI" for ans in session.ask(question): pass # assert not ans.content.startswith("**ERROR**"), "Please check this error." def test_delete_sessions_with_success(get_api_key_fixture): API_KEY = get_api_key_fixture rag = RAGFlow(API_KEY, HOST_ADDRESS) kb = rag.create_dataset(name="test_delete_session") display_name = "ragflow.txt" with open("test_data/ragflow.txt", "rb") as file: blob = file.read() document = {"display_name": display_name, "blob": blob} documents = [] documents.append(document) docs = kb.upload_documents(documents) for doc in docs: doc.add_chunk("This is a test to add chunk") assistant = rag.create_chat("test_delete_session", dataset_ids=[kb.id]) session = assistant.create_session() assistant.delete_sessions(ids=[session.id]) def test_update_session_with_name(get_api_key_fixture): API_KEY = get_api_key_fixture rag = RAGFlow(API_KEY, HOST_ADDRESS) kb = rag.create_dataset(name="test_update_session") display_name = "ragflow.txt" with open("test_data/ragflow.txt", "rb") as file: blob = file.read() document = {"display_name": display_name, "blob": blob} documents = [] documents.append(document) docs = kb.upload_documents(documents) for doc in docs: doc.add_chunk("This is a test to add chunk") assistant = rag.create_chat("test_update_session", dataset_ids=[kb.id]) session = assistant.create_session(name="old session") session.update({"name": "new session"}) def test_list_sessions_with_success(get_api_key_fixture): API_KEY = get_api_key_fixture rag = RAGFlow(API_KEY, HOST_ADDRESS) kb = rag.create_dataset(name="test_list_session") display_name = "ragflow.txt" with open("test_data/ragflow.txt", "rb") as file: blob = file.read() document = {"display_name": display_name, "blob": blob} documents = [] documents.append(document) docs = kb.upload_documents(documents) for doc in docs: doc.add_chunk("This is a test to add chunk") assistant = rag.create_chat("test_list_session", dataset_ids=[kb.id]) assistant.create_session("test_1") assistant.create_session("test_2") assistant.list_sessions() @pytest.mark.skip(reason="") def test_create_agent_session_with_success(get_api_key_fixture): API_KEY = "ragflow-BkOGNhYjIyN2JiODExZWY5MzVhMDI0Mm" rag = RAGFlow(API_KEY, HOST_ADDRESS) Agent.create_session("2e45b5209c1011efa3e90242ac120006", rag) @pytest.mark.skip(reason="") def test_create_agent_conversation_with_success(get_api_key_fixture): API_KEY = "ragflow-BkOGNhYjIyN2JiODExZWY5MzVhMDI0Mm" rag = RAGFlow(API_KEY, HOST_ADDRESS) session = Agent.create_session("2e45b5209c1011efa3e90242ac120006", rag) session.ask("What is this job") @pytest.mark.skip(reason="") def test_list_agent_sessions_with_success(get_api_key_fixture): API_KEY = "ragflow-BkOGNhYjIyN2JiODExZWY5MzVhMDI0Mm" agent_id = "2710f2269b4611ef8fdf0242ac120006" rag = RAGFlow(API_KEY, HOST_ADDRESS) Agent.list_sessions(agent_id, rag)