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provide.\n\n```mermaid\n%%{init: {'flowchart': {'curve': 'linear'}}}%%\ngraph TD;\n\t__start__([\u003cp\u003e__start__\u003c/p\u003e]):::first\n\tdraft(draft)\n\texecute_tools(execute_tools)\n\trevise(revise)\n\t__end__([\u003cp\u003e__end__\u003c/p\u003e]):::last\n\t__start__ --\u003e draft;\n\tdraft --\u003e execute_tools;\n\texecute_tools --\u003e revise;\n\trevise -.-\u003e draft;\n\trevise -.-\u003e execute_tools;\n\trevise -.-\u003e __end__;\n\tclassDef default fill:#f2f0ff,line-height:1.2\n\tclassDef first fill-opacity:0\n\tclassDef last fill:#bfb6fc\n```\n\n### Tools for this project\n- OpenAI GPT4 Turbo\n- Function Calling\n- Tavily (Search Engine)\n- LangSmith\n\n#### Prompting Concepts:\n- **Ouput Parser** to get structure outputs\n\n### Installation\nAfter initialize the poetry project, you can add the following dependencies:\n```sh\npoetry add python-dotenv black isort langchain langchain-openai langgraph langchain-community\n```\n\n### Environment\nHere is the template for the .env file:\n```\nOPENAI_API_KEY=\u003cAPI Key from openai\u003e\nTAVILY_API_KEY=\u003cTavily API Key\u003e\nLANGCHAIN_API_KEY=\u003cAPI Key from langsmith\u003e\nLANGCHAIN_TRACING_V2=true\nLANGCHAIN_PROJECT=\u003cname that will show up in the langsmith dashboard\u003e\n```\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnickchecan%2Freflexion-agent","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnickchecan%2Freflexion-agent","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnickchecan%2Freflexion-agent/lists"}