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54 lines
1.7 KiB
Python
54 lines
1.7 KiB
Python
# Copyright 2026 Google LLC
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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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"""Sample agent using FilesRetrieval with gemini-embedding-2-preview.
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This agent indexes local text files and answers questions about them
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using retrieval-augmented generation.
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Usage:
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cd contributing/samples
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adk run files_retrieval_agent
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# or
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adk web .
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"""
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import os
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from google.adk.agents.llm_agent import Agent
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from google.adk.tools.retrieval.files_retrieval import FilesRetrieval
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DATA_DIR = os.path.join(os.path.dirname(__file__), "data")
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files_retrieval = FilesRetrieval(
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name="search_documents",
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description=(
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"Search through local ADK documentation files to find relevant"
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" information. Use this tool when the user asks questions about ADK"
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" features, architecture, or tools."
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),
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input_dir=DATA_DIR,
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)
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root_agent = Agent(
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name="files_retrieval_agent",
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instruction=(
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"You are a helpful assistant that answers questions about the Agent"
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" Development Kit (ADK). Use the search_documents tool to find"
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" relevant information before answering. Always base your answers"
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" on the retrieved documents."
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),
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tools=[files_retrieval],
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)
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