ragflow/agent/templates/cv_analysis_and_candidate_evaluation.json

{
    "id": 15,
    "title": "CV Analysis and Candidate Evaluation",
    "description": "This is a workflow that helps companies evaluate resumes, HR uploads a job description first, then submits multiple resumes via the chat window for evaluation.",
    "canvas_type": "Other",
    "dsl": {
            "components": {
                "Agent:AfraidBearsShare": {
                    "downstream": [
                        "Message:TenLizardsShake"
                    ],
                    "obj": {
                        "component_name": "Agent",
                        "params": {
                            "delay_after_error": 1,
                            "description": "",
                            "exception_comment": "",
                            "exception_default_value": "",
                            "exception_goto": [],
                            "exception_method": null,
                            "frequencyPenaltyEnabled": false,
                            "frequency_penalty": 0.5,
                            "llm_id": "deepseek-chat@DeepSeek",
                            "maxTokensEnabled": false,
                            "max_retries": 1,
                            "max_rounds": 1,
                            "max_tokens": 4096,
                            "mcp": [],
                            "message_history_window_size": 12,
                            "outputs": {
                                "content": {
                                    "type": "string",
                                    "value": ""
                                }
                            },
                            "parameter": "Precise",
                            "presencePenaltyEnabled": false,
                            "presence_penalty": 0.5,
                            "prompts": [
                                {
                                    "content": "HR is asking about: {sys.query}\n\nJob description is {begin@JD}\n\nResume is {IterationItem:EagerGiftsOpen@item}",
                                    "role": "user"
                                }
                            ],
                            "sys_prompt": "# HR Resume Batch Processing Agent \n\n## Mission Statement\n\nYou are a professional HR resume processing agent designed to handle large-scale resume screening . Your primary goal is to extract standardized candidate information and provide efficient JD matching analysis in a clear, hierarchical text format.And always use Chinese to answer questions, and always separate each resume information with paragraphs.\n\n## Core Capabilities\n\n### 1. Standardized Information Extraction\n\n- Extract 6 key data points from each resume\n\n\n- Normalize all information to consistent format\n\n- Ensure data quality and completeness\n\n- Provide confidence levels for extracted information\n\n### 3. JD Matching Analysis\n\n1. Score: [X/10]  \n\n2. Matching Analysis:  \n\n- Clearly state the main points of alignment between resume and job description.  \n\n- Mention any strong matches in experience, skills, or education.  \n\n- Indicate if there are any gaps or mismatches.  \n\n\n\n- Content length must always be between 30-50 characters\n\n### Output Specifications\n\n\n\n\n**Important requirement**: No subheadings\n\n\n\n-  Full name without titles\n\n- Primary phone/email in standard format\n\n- Most recent educational institution\n\n- Numeric value (years of experience or graduation year)\n\n- Current residence city only\n\n- JD Matching Analysis\n\n\n## Processing Workflow\n\n### Step 1: File Analysis\n\n### Step 2: Information Extraction\n\n### Step 3: JD Matching Analysis\n\n### Step 4: Text Formatting\n\n### Step 5: Output complete context\uff08Strictly keep one line per message and do not merge. The content of the second resume and the previous resume are not allowed to be on the same line\uff09",
                            "temperature": "0.1",
                            "temperatureEnabled": true,
                            "tools": [],
                            "topPEnabled": false,
                            "top_p": 0.75,
                            "user_prompt": "",
                            "visual_files_var": ""
                        }
                    },
                    "parent_id": "Iteration:PetiteBanksWarn",
                    "upstream": [
                        "IterationItem:EagerGiftsOpen"
                    ]
                },
                "Iteration:PetiteBanksWarn": {
                    "downstream": [],
                    "obj": {
                        "component_name": "Iteration",
                        "params": {
                            "items_ref": "sys.files",
                            "outputs": {
                                "evaluation": {
                                    "ref": "Agent:AfraidBearsShare@content",
                                    "type": "Array<string>"
                                }
                            }
                        }
                    },
                    "upstream": [
                        "begin"
                    ]
                },
                "IterationItem:EagerGiftsOpen": {
                    "downstream": [
                        "Agent:AfraidBearsShare"
                    ],
                    "obj": {
                        "component_name": "IterationItem",
                        "params": {
                            "outputs": {
                                "index": {
                                    "type": "integer"
                                },
                                "item": {
                                    "type": "unkown"
                                }
                            }
                        }
                    },
                    "parent_id": "Iteration:PetiteBanksWarn",
                    "upstream": []
                },
                "Message:TenLizardsShake": {
                    "downstream": [],
                    "obj": {
                        "component_name": "Message",
                        "params": {
                            "content": [
                                "\n\n\n\n{Agent:AfraidBearsShare@content}"
                            ]
                        }
                    },
                    "parent_id": "Iteration:PetiteBanksWarn",
                    "upstream": [
                        "Agent:AfraidBearsShare"
                    ]
                },
                "begin": {
                    "downstream": [
                        "Iteration:PetiteBanksWarn"
                    ],
                    "obj": {
                        "component_name": "Begin",
                        "params": {
                            "enablePrologue": true,
                            "inputs": {
                                "JD": {
                                    "name": "Job Description",
                                    "optional": false,
                                    "options": [],
                                    "type": "line"
                                }
                            },
                            "mode": "conversational",
                            "prologue": "Hi there! I help you assess how well candidates match your job description. Just upload the JD and candidate resumes to begin."
                        }
                    },
                    "upstream": []
                }
            },
            "globals": {
                "sys.conversation_turns": 0,
                "sys.files": [],
                "sys.query": "",
                "sys.user_id": ""
            },
            "graph": {
                "edges": [
                    {
                        "data": {
                            "isHovered": false
                        },
                        "id": "xy-edge__beginstart-Iteration:PetiteBanksWarnend",
                        "source": "begin",
                        "sourceHandle": "start",
                        "target": "Iteration:PetiteBanksWarn",
                        "targetHandle": "end"
                    },
                    {
                        "data": {
                            "isHovered": false
                        },
                        "id": "xy-edge__IterationItem:EagerGiftsOpenstart-Agent:AfraidBearsShareend",
                        "source": "IterationItem:EagerGiftsOpen",
                        "sourceHandle": "start",
                        "target": "Agent:AfraidBearsShare",
                        "targetHandle": "end"
                    },
                    {
                        "data": {
                            "isHovered": false
                        },
                        "id": "xy-edge__Agent:AfraidBearsSharestart-Message:TenLizardsShakeend",
                        "source": "Agent:AfraidBearsShare",
                        "sourceHandle": "start",
                        "target": "Message:TenLizardsShake",
                        "targetHandle": "end"
                    }
                ],
                "nodes": [
                    {
                        "data": {
                            "form": {
                                "enablePrologue": true,
                                "inputs": {
                                    "JD": {
                                        "name": "Job Description",
                                        "optional": false,
                                        "options": [],
                                        "type": "line"
                                    }
                                },
                                "mode": "conversational",
                                "prologue": "Hi there! I help you assess how well candidates match your job description. Just upload the JD and candidate resumes to begin."
                            },
                            "label": "Begin",
                            "name": "begin"
                        },
                        "id": "begin",
                        "measured": {
                            "height": 76,
                            "width": 200
                        },
                        "position": {
                            "x": 50,
                            "y": 200
                        },
                        "selected": false,
                        "sourcePosition": "left",
                        "targetPosition": "right",
                        "type": "beginNode"
                    },
                    {
                        "data": {
                            "form": {
                                "items_ref": "sys.files",
                                "outputs": {
                                    "evaluation": {
                                        "ref": "Agent:AfraidBearsShare@content",
                                        "type": "Array<string>"
                                    }
                                }
                            },
                            "label": "Iteration",
                            "name": "Iteration"
                        },
                        "dragging": false,
                        "height": 300,
                        "id": "Iteration:PetiteBanksWarn",
                        "measured": {
                            "height": 300,
                            "width": 762
                        },
                        "position": {
                            "x": 664.2911321008794,
                            "y": 300.8643508010756
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                        "resizing": false,
                        "selected": false,
                        "sourcePosition": "right",
                        "targetPosition": "left",
                        "type": "group",
                        "width": 762
                    },
                    {
                        "data": {
                            "form": {
                                "outputs": {
                                    "index": {
                                        "type": "integer"
                                    },
                                    "item": {
                                        "type": "unkown"
                                    }
                                }
                            },
                            "label": "IterationItem",
                            "name": "IterationItem"
                        },
                        "dragging": false,
                        "extent": "parent",
                        "id": "IterationItem:EagerGiftsOpen",
                        "measured": {
                            "height": 40,
                            "width": 80
                        },
                        "parentId": "Iteration:PetiteBanksWarn",
                        "position": {
                            "x": 61.93019203023471,
                            "y": 108.67650329471616
                        },
                        "selected": false,
                        "type": "iterationStartNode"
                    },
                    {
                        "data": {
                            "form": {
                                "delay_after_error": 1,
                                "description": "",
                                "exception_comment": "",
                                "exception_default_value": "",
                                "exception_goto": [],
                                "exception_method": null,
                                "frequencyPenaltyEnabled": false,
                                "frequency_penalty": 0.5,
                                "llm_id": "deepseek-chat@DeepSeek",
                                "maxTokensEnabled": false,
                                "max_retries": 1,
                                "max_rounds": 1,
                                "max_tokens": 4096,
                                "mcp": [],
                                "message_history_window_size": 12,
                                "outputs": {
                                    "content": {
                                        "type": "string",
                                        "value": ""
                                    }
                                },
                                "parameter": "Precise",
                                "presencePenaltyEnabled": false,
                                "presence_penalty": 0.5,
                                "prompts": [
                                    {
                                        "content": "HR is asking about: {sys.query}\n\nJob description is {begin@JD}\n\nResume is {IterationItem:EagerGiftsOpen@item}",
                                        "role": "user"
                                    }
                                ],
                                "sys_prompt": "# HR Resume Batch Processing Agent \n\n## Mission Statement\n\nYou are a professional HR resume processing agent designed to handle large-scale resume screening . Your primary goal is to extract standardized candidate information and provide efficient JD matching analysis in a clear, hierarchical text format.And always use Chinese to answer questions, and always separate each resume information with paragraphs.\n\n## Core Capabilities\n\n### 1. Standardized Information Extraction\n\n- Extract 6 key data points from each resume\n\n\n- Normalize all information to consistent format\n\n- Ensure data quality and completeness\n\n- Provide confidence levels for extracted information\n\n### 3. JD Matching Analysis\n\n1. Score: [X/10]  \n\n2. Matching Analysis:  \n\n- Clearly state the main points of alignment between resume and job description.  \n\n- Mention any strong matches in experience, skills, or education.  \n\n- Indicate if there are any gaps or mismatches.  \n\n\n\n- Content length must always be between 30-50 characters\n\n### Output Specifications\n\n\n\n\n**Important requirement**: No subheadings\n\n\n\n-  Full name without titles\n\n- Primary phone/email in standard format\n\n- Most recent educational institution\n\n- Numeric value (years of experience or graduation year)\n\n- Current residence city only\n\n- JD Matching Analysis\n\n\n## Processing Workflow\n\n### Step 1: File Analysis\n\n### Step 2: Information Extraction\n\n### Step 3: JD Matching Analysis\n\n### Step 4: Text Formatting\n\n### Step 5: Output complete context\uff08Strictly keep one line per message and do not merge. The content of the second resume and the previous resume are not allowed to be on the same line\uff09",
                                "temperature": "0.1",
                                "temperatureEnabled": true,
                                "tools": [],
                                "topPEnabled": false,
                                "top_p": 0.75,
                                "user_prompt": "",
                                "visual_files_var": ""
                            },
                            "label": "Agent",
                            "name": "Evaluation Agent"
                        },
                        "dragging": false,
                        "extent": "parent",
                        "id": "Agent:AfraidBearsShare",
                        "measured": {
                            "height": 84,
                            "width": 200
                        },
                        "parentId": "Iteration:PetiteBanksWarn",
                        "position": {
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                        "selected": false,
                        "sourcePosition": "right",
                        "targetPosition": "left",
                        "type": "agentNode"
                    },
                    {
                        "data": {
                            "form": {
                                "content": [
                                    "\n\n\n\n{Agent:AfraidBearsShare@content}"
                                ]
                            },
                            "label": "Message",
                            "name": "Evaluation Result"
                        },
                        "dragging": false,
                        "extent": "parent",
                        "id": "Message:TenLizardsShake",
                        "measured": {
                            "height": 56,
                            "width": 200
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                        "parentId": "Iteration:PetiteBanksWarn",
                        "position": {
                            "x": 612.0402980856167,
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                        "selected": false,
                        "sourcePosition": "right",
                        "targetPosition": "left",
                        "type": "messageNode"
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                    {
                        "data": {
                            "form": {
                                "text": "The agent can also save evaluation results to your Google Sheet using MCP.\n\nhttps://github.com/xing5/mcp-google-sheets"
                            },
                            "label": "Note",
                            "name": "Google Sheet MCP"
                        },
                        "dragHandle": ".note-drag-handle",
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                        "id": "Note:SixtyHeadsShout",
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                    {
                        "data": {
                            "form": {
                                "text": "HR uploads a job description first, then submits multiple resumes via the chat window for evaluation."
                            },
                            "label": "Note",
                            "name": "Candidate Evaluation Workflow"
                        },
                        "dragHandle": ".note-drag-handle",
                        "dragging": false,
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                        "id": "Note:LuckyDeerSearch",
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            "history": [],
            "messages": [],
            "path": [],
            "retrieval": []
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"
}