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use customtool's get_tool_definition to remove duplication in agentconfig
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parent
a29013112f
commit
ee65d95bb5
2 changed files with 12 additions and 37 deletions
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@ -286,6 +286,9 @@
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" input_shields = [] if disable_safety else [\"llama_guard\"]\n",
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" output_shields = [] if disable_safety else [\"llama_guard\"]\n",
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"\n",
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" # Initialize custom tool (ensure `WebSearchTool` is defined earlier in the notebook)\n",
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" webSearchTool = WebSearchTool(api_key=BRAVE_SEARCH_API_KEY)\n",
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" \n",
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" # Define the agent configuration, including the model and tool setup\n",
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" agent_config = AgentConfig(\n",
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" model=MODEL_NAME,\n",
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@ -296,18 +299,7 @@
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" \"top_p\": 0.9,\n",
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" },\n",
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" tools=[\n",
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" {\n",
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" \"function_name\": \"web_search\", # Name of the tool being integrated\n",
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" \"description\": \"Search the web for a given query\",\n",
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" \"parameters\": {\n",
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" \"query\": {\n",
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" \"param_type\": \"str\",\n",
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" \"description\": \"The query to search for\",\n",
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" \"required\": True,\n",
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" }\n",
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" },\n",
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" \"type\": \"function_call\",\n",
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" },\n",
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" webSearchTool.get_tool_definition()\n",
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" ],\n",
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" tool_choice=\"auto\",\n",
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" tool_prompt_format=\"python_list\",\n",
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@ -316,11 +308,8 @@
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" enable_session_persistence=False,\n",
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" )\n",
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"\n",
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" # Initialize custom tools (ensure `WebSearchTool` is defined earlier in the notebook)\n",
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" custom_tools = [WebSearchTool(api_key=BRAVE_SEARCH_API_KEY)]\n",
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"\n",
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" # Create an agent instance with the client and configuration\n",
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" agent = Agent(client, agent_config, custom_tools)\n",
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" agent = Agent(client, agent_config, [webSearchTool])\n",
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"\n",
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" # Create a session for interaction and print the session ID\n",
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" session_id = agent.create_session(\"test-session\")\n",
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@ -71,7 +71,8 @@
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}
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],
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"source": [
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"!pip install llama-stack-client==0.0.50"
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"!pip install llama-stack-client==0.0.50\n",
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"!pip install -U httpx==0.27.2 # https://github.com/meta-llama/llama-stack-apps/issues/131"
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]
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},
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{
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@ -355,6 +356,9 @@
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"async def create_weather_agent(client: LlamaStackClient) -> Agent:\n",
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" \"\"\"Create an agent with weather tool capability.\"\"\"\n",
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"\n",
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" # Create the agent with the tool\n",
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" weather_tool = WeatherTool()\n",
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" \n",
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" agent_config = AgentConfig(\n",
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" model=LLAMA31_8B_INSTRUCT,\n",
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" #model=model_name,\n",
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@ -369,23 +373,7 @@
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" \"top_p\": 0.9,\n",
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" },\n",
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" tools=[\n",
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" {\n",
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" \"function_name\": \"get_weather\",\n",
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" \"description\": \"Get weather information for a location\",\n",
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" \"parameters\": {\n",
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" \"location\": {\n",
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" \"param_type\": \"str\",\n",
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" \"description\": \"City or location name\",\n",
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" \"required\": True,\n",
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" },\n",
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" \"date\": {\n",
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" \"param_type\": \"str\",\n",
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" \"description\": \"Optional date (YYYY-MM-DD)\",\n",
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" \"required\": False,\n",
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" },\n",
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" },\n",
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" \"type\": \"function_call\",\n",
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" }\n",
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" weather_tool.get_tool_definition()\n",
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" ],\n",
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" tool_choice=\"auto\",\n",
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" tool_prompt_format=\"json\",\n",
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@ -394,8 +382,6 @@
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" enable_session_persistence=True\n",
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" )\n",
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"\n",
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" # Create the agent with the tool\n",
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" weather_tool = WeatherTool()\n",
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" agent = Agent(\n",
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" client=client,\n",
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" agent_config=agent_config,\n",
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@ -470,5 +456,5 @@
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}
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},
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"nbformat": 4,
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"nbformat_minor": 0
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"nbformat_minor": 4
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}
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