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import os
from ragflow_sdk import RAGFlow
HOST_ADDRESS = os.getenv('HOST_ADDRESS', 'http://127.0.0.1:9380')
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")
displayed_name = "ragflow.txt"
with open("ragflow.txt", "rb") as file:
blob = file.read()
document = {"displayed_name":displayed_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")
displayed_name = "ragflow.txt"
with open("ragflow.txt", "rb") as file:
blob = file.read()
document = {"displayed_name": displayed_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, stream=True):
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")
displayed_name = "ragflow.txt"
with open("ragflow.txt", "rb") as file:
blob = file.read()
document = {"displayed_name":displayed_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")
displayed_name = "ragflow.txt"
with open("ragflow.txt", "rb") as file:
blob = file.read()
document = {"displayed_name": displayed_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")
displayed_name = "ragflow.txt"
with open("ragflow.txt", "rb") as file:
blob = file.read()
document = {"displayed_name":displayed_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() |