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| { | |
| "name": "AI Business Agent (Redacted Demo)", | |
| "nodes": [ | |
| { | |
| "name": "Telegram Trigger", | |
| "type": "trigger", | |
| "note": "Incoming user messages" | |
| }, | |
| { | |
| "name": "Message Filter", | |
| "type": "if", | |
| "note": "Validates text messages only" | |
| }, | |
| { | |
| "name": "Load User Memory", | |
| "type": "code", | |
| "note": "Fetches conversation history (per user)" | |
| }, | |
| { | |
| "name": "Get Knowledge Base", | |
| "type": "external_source", | |
| "note": "Fetches business data (FAQs, services, etc.)" | |
| }, | |
| { | |
| "name": "AI Processing", | |
| "type": "llm", | |
| "model": "Gemini (configured)", | |
| "note": "Combines memory + knowledge + prompt (redacted)" | |
| }, | |
| { | |
| "name": "Save User Memory", | |
| "type": "code", | |
| "note": "Stores conversation for continuity" | |
| }, | |
| { | |
| "name": "Send Response", | |
| "type": "output", | |
| "note": "Returns AI-generated reply to user" | |
| } | |
| ], | |
| "flow": [ | |
| "Telegram Trigger", | |
| "Message Filter", | |
| "Load User Memory", | |
| "Get Knowledge Base", | |
| "AI Processing", | |
| "Save User Memory", | |
| "Send Response" | |
| ], | |
| "notes": [ | |
| "Full prompt engineering logic removed", | |
| "Credentials and API configurations removed", | |
| "Memory implementation simplified", | |
| "Production version includes advanced optimization and scaling" | |
| ] | |
| } | |
| { | |
| "memory_logic": "Stores last N messages per user with time-based cleanup", | |
| "ai_input": "User message + conversation history + business knowledge", | |
| "output": "Context-aware response" | |
| } |
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