44 lines
1.9 KiB
Python
44 lines
1.9 KiB
Python
# Copyright (c) 2024 Intel Corporation
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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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from comps import RemoteMicroService, ServiceOrchestrator
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class MyServiceOrchestrator:
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def __init__(self, port=8000):
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self.service_builder = ServiceOrchestrator(port=port)
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def add_remote_service(self):
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embedding = RemoteMicroService(name="embedding", host="0.0.0.0", port=6000, expose_endpoint="/v1/embeddings")
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retriever = RemoteMicroService(name="retriever", host="0.0.0.0", port=7000, expose_endpoint="/v1/retrieval")
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rerank = RemoteMicroService(name="rerank", host="0.0.0.0", port=8000, expose_endpoint="/v1/reranking")
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llm = RemoteMicroService(name="llm", host="0.0.0.0", port=9000, expose_endpoint="/v1/chat/completions")
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self.service_builder.add(embedding).add(retriever).add(rerank).add(llm)
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self.service_builder.flow_to(embedding, retriever)
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self.service_builder.flow_to(retriever, rerank)
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self.service_builder.flow_to(rerank, llm)
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def schedule(self):
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self.service_builder.schedule(initial_inputs={"text": "What is the revenue of Nike in 2023?"})
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self.service_builder.get_all_final_outputs()
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result_dict = self.service_builder.result_dict
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print(result_dict)
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if __name__ == "__main__":
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service_ochestrator = MyServiceOrchestrator(port=9001)
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service_ochestrator.add_remote_service()
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service_ochestrator.schedule()
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