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https://github.com/infiniflow/ragflow.git
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ad220a0a3c
### What problem does this PR solve? Add mcp self-host mode, a complement of #7084. ### Type of change - [x] New Feature (non-breaking change which adds functionality)
45 lines
1.7 KiB
Python
45 lines
1.7 KiB
Python
#
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# Copyright 2025 The InfiniFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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from mcp.client.session import ClientSession
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from mcp.client.sse import sse_client
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async def main():
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try:
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# To access RAGFlow server in `host` mode, you need to attach `api_key` for each request to indicate identification.
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# async with sse_client("http://localhost:9382/sse", headers={"api_key": "ragflow-IyMGI1ZDhjMTA2ZTExZjBiYTMyMGQ4Zm"}) as streams:
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async with sse_client("http://localhost:9382/sse") as streams:
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async with ClientSession(
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streams[0],
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streams[1],
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) as session:
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await session.initialize()
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tools = await session.list_tools()
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print(f"{tools.tools=}")
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response = await session.call_tool(name="ragflow_retrieval", arguments={"dataset_ids": ["ce3bb17cf27a11efa69751e139332ced"], "document_ids": [], "question": "How to install neovim?"})
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print(f"Tool response: {response.model_dump()}")
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except Exception as e:
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print(e)
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if __name__ == "__main__":
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from anyio import run
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run(main)
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