ragflow/mcp/client/streamable_http_client.py

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#
# 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 mcp import ClientSession
from mcp.client.streamable_http import streamablehttp_client
async def main():
try:
async with streamablehttp_client("http://localhost:9382/mcp/") as (read_stream, write_stream, _):
async with ClientSession(read_stream, write_stream) as session:
await session.initialize()
tools = await session.list_tools()
print(f"{tools.tools=}")
response = await session.call_tool(name="ragflow_retrieval", arguments={"dataset_ids": ["bc4177924a7a11f09eff238aa5c10c94"], "document_ids": [], "question": "How to install neovim?"})
print(f"Tool response: {response.model_dump()}")
except Exception as e:
print(e)
if __name__ == "__main__":
from anyio import run
run(main)