{ "name": "AgentBrains - Sales Agent Context Flow", "flow": [ { "id": 1, "module": "gateway:CustomWebHook", "version": 1, "parameters": { "hook": 3270831, "maxResults": 1 }, "mapper": {}, "metadata": { "designer": { "x": 0, "y": 0 }, "restore": { "parameters": { "hook": { "data": { "editable": "true" }, "label": "Sales context example flow" } } }, "parameters": [ { "name": "hook", "type": "hook:gateway-webhook", "label": "Webhook", "required": true }, { "name": "maxResults", "type": "number", "label": "Maximum number of results" } ], "interface": [ { "name": "employeeId", "type": "text" }, { "name": "lead_question", "type": "text" }, { "name": "lead_name", "type": "text" } ] } }, { "id": 2, "module": "builtin:BasicRouter", "version": 1, "mapper": null, "metadata": { "designer": { "x": 300, "y": 0 } }, "routes": [ { "flow": [ { "id": 3, "module": "app#agentbrains-pulssc:getAnEmployeeConfiguration", "version": 1, "parameters": { "__IMTCONN__": 7785706 }, "filter": { "name": "Required fields present", "conditions": [ [ { "a": "{{1.employeeId}}", "o": "exist" }, { "a": "{{1.lead_question}}", "o": "exist" } ] ] }, "mapper": { "employeeId": "{{1.employeeId}}" }, "metadata": { "designer": { "x": 600, "y": -150 }, "restore": { "expect": { "employeeId": { "mode": "edit" } }, "parameters": { "__IMTCONN__": { "data": { "scoped": "true", "connection": "app#agentbrains-pulssc" }, "label": "ATN Stage" } } }, "parameters": [ { "name": "__IMTCONN__", "type": "account:app#agentbrains-pulssc", "label": "Connection", "required": true } ], "expect": [ { "name": "employeeId", "type": "select", "label": "Employee Name or ID", "required": true } ] } }, { "id": 4, "module": "app#agentbrains-pulssc:getCompanyData", "version": 1, "parameters": { "__IMTCONN__": 7785706 }, "mapper": {}, "metadata": { "designer": { "x": 900, "y": -150 }, "restore": { "parameters": { "__IMTCONN__": { "data": { "scoped": "true", "connection": "app#agentbrains-pulssc" }, "label": "ATN Stage" } } }, "parameters": [ { "name": "__IMTCONN__", "type": "account:app#agentbrains-pulssc", "label": "Connection", "required": true } ] } }, { "id": 5, "module": "ai-local-agent:RunLocalAIAgent", "version": 0, "parameters": { "makeConnectionId": 5454725 }, "mapper": { "files": [], "message": "Lead name: {{1.lead_name}}\nQuestion: {{1.lead_question}}", "timeout": "", "threadId": "", "outputType": "text", "modelConfig": { "recursionLimit": 300, "iterationsFromHistoryCount": "10" }, "defaultModel": "large", "systemPrompt": "You are acting as the AgentBrains employee configured here: {{3.description}} . You represent {{4.companyInfo}}. Stay strictly within the role, tone, and behavior defined by that employee configuration. Use 'Retrieve Text from RAG' to ground any product or policy claims in the actual knowledge base. Never invent product details." }, "metadata": { "designer": { "x": 1200, "y": -150 }, "restore": { "expect": { "files": { "mode": "chose" }, "outputType": { "label": "Text" }, "defaultModel": { "mode": "chose", "label": "LargeModel: gpt-5-mini. Reasoning: low. Powerful model built for complex logic puzzles and high-level reasoning tasks" } }, "parameters": { "makeConnectionId": { "data": { "scoped": "true", "connection": "ai-provider" }, "label": "OpenAI" } } }, "parameters": [ { "name": "makeConnectionId", "type": "account:ai-provider,openai-gpt-3,anthropic-claude,gemini-ai-q9zyjp,ai-agent-foundry-openai,ai-agent-foundry-non-openai,mistral-ai,cohere,groq,ai-agent-xai,amazon-bedrock,ai-agent-openai-compatible", "label": "Connection", "required": true } ], "expect": [ { "name": "defaultModel", "type": "select", "label": "Model", "required": true }, { "name": "systemPrompt", "type": "text", "label": "Instructions" }, { "name": "message", "type": "text", "label": "Input", "required": true }, { "name": "files", "spec": [ { "name": "fileName", "type": "filename", "label": "File name", "semantic": "file:name" }, { "name": "data", "type": "buffer", "label": "Data", "semantic": "file:data" } ], "type": "array", "label": "Input files" }, { "name": "threadId", "type": "text", "label": "Conversation ID" }, { "name": "modelConfig", "spec": [ { "name": "tokenLimit", "type": "hidden", "label": "Max output tokens" }, { "name": "recursionLimit", "type": "hidden", "label": "Steps per agent call" }, { "name": "iterationsFromHistoryCount", "type": "number", "label": "Maximum conversation history" } ], "type": "collection", "label": "Model configuration" }, { "name": "timeout", "type": "number", "label": "Step timeout", "validate": { "max": 600, "min": 120 } }, { "name": "outputType", "type": "select", "label": "Response format", "required": true, "validate": { "enum": [ "text", "make-schema", "udt-schema" ] } } ] }, "tools": [ { "name": "Retrieve Text from RAG", "description": "Semantic search over the AgentBrains knowledge base for context relevant to the lead's question.", "flow": [ { "id": 22, "module": "app#agentbrains-pulssc:retrieveText", "version": 1, "parameters": { "__IMTCONN__": 7785706 }, "mapper": { "topK": "5", "index": "6a1ffd3bf8891c9885878131", "query": "{{5.query}}" }, "metadata": { "designer": { "x": 1500, "y": 100 }, "restore": { "expect": { "index": { "mode": "chose", "label": "Core Text Index (All Documents)" }, "query": { "extra": { "aiHelp": "The natural language question or search phrase to retrieve relevant knowledge base context for." } } }, "parameters": { "__IMTCONN__": { "data": { "scoped": "true", "connection": "app#agentbrains-pulssc" }, "label": "ATN Stage" } } }, "parameters": [ { "name": "__IMTCONN__", "type": "account:app#agentbrains-pulssc", "label": "Connection", "required": true } ], "expect": [ { "name": "index", "type": "select", "label": "Index" }, { "name": "query", "type": "text", "label": "Query", "required": true }, { "name": "topK", "type": "integer", "label": "Top K", "required": true }, { "name": "metadata", "type": "text", "label": "Metadata JSON" } ] } } ] } ] }, { "id": 6, "module": "gateway:WebhookRespond", "version": 1, "parameters": {}, "mapper": { "body": "{\n \"reply\": \"{{5.response}}\"\n}", "status": "200", "headers": [ { "key": "Content-Type", "value": "application/json" } ] }, "metadata": { "designer": { "x": 1500, "y": -150 }, "restore": { "expect": { "headers": { "mode": "chose", "items": [ null ] } } }, "expect": [ { "name": "status", "type": "uinteger", "label": "Status", "required": true, "validate": { "min": 100 } }, { "name": "body", "type": "any", "label": "Body" }, { "name": "headers", "spec": [ { "name": "key", "type": "text", "label": "Key", "required": true, "validate": { "max": 256 } }, { "name": "value", "type": "text", "label": "Value", "required": true, "validate": { "max": 4096 } } ], "type": "array", "label": "Custom headers", "validate": { "maxItems": 16 } } ], "advanced": true } } ] }, { "flow": [ { "id": 7, "module": "gateway:WebhookRespond", "version": 1, "parameters": {}, "filter": { "name": "Missing required fields", "conditions": [ [ { "a": "{{1.employeeId}}", "o": "notexist" } ], [ { "a": "{{1.lead_question}}", "o": "notexist" } ] ] }, "mapper": { "body": "{\n \"error\": \"employeeId and lead_question are required\"\n}", "status": "400", "headers": [ { "key": "Content-Type", "value": "application/json" } ] }, "metadata": { "designer": { "x": 600, "y": 150 }, "restore": { "expect": { "headers": { "mode": "chose", "items": [ null ] } } }, "expect": [ { "name": "status", "type": "uinteger", "label": "Status", "required": true, "validate": { "min": 100 } }, { "name": "body", "type": "any", "label": "Body" }, { "name": "headers", "spec": [ { "name": "key", "type": "text", "label": "Key", "required": true, "validate": { "max": 256 } }, { "name": "value", "type": "text", "label": "Value", "required": true, "validate": { "max": 4096 } } ], "type": "array", "label": "Custom headers", "validate": { "maxItems": 16 } } ], "advanced": true } } ] } ] } ], "metadata": { "instant": true, "version": 1, "scenario": { "roundtrips": 1, "maxErrors": 3, "autoCommit": true, "autoCommitTriggerLast": true, "sequential": false, "slots": null, "confidential": false, "dataloss": false, "dlq": false, "freshVariables": false }, "designer": { "orphans": [] }, "zone": "eu1.make.com", "notes": [] } }