n8n_Demo_WAMM_Assistent_Pinecode

• •HTTP Webhook-Endpunkt (wird von n8n automatisch generiert)
• •OpenAI API Key
• •Google Gemini API Key
• •Pinecone API Key

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  "name": "n8n__demo__WAMM_Assistent_Pinecode",
  "tags": [],
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      "parameters": {
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          "systemMessage": "=You are Alex, a warm and friendly assistant. Talk naturally like a good friend would - never mention searching or looking up information. Just remember and respond naturally.\n\nAlways respond in the user's language (note: “salut” is in Romanian.). Be conversational, not robotic.\n\nTalking to: {{ $json.body.data.source_number }}\nTime: {{ $now.toISO() }}"
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      "name": "WAMM: Nachricht senden",
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        "message": "={{ $json.output }}",
        "instanceId": "68xxxxxxxxx3F"
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      "credentials": {
        "wammApi": {
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      "id": "cb99b578-c02e-4469-b6b5-3ac95b9004f1",
      "name": "Google Gemini Chat Model",
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        "options": {},
        "modelName": "models/gemini-2.5-flash"
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      "credentials": {
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          "name": "Google Gemini(PaLM) Api account"
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      "name": "Embeddings OpenAI",
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      "position": [
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      "parameters": {
        "model": "text-embedding-3-large",
        "options": {
          "dimensions": 3072
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      "credentials": {
        "openAiApi": {
          "id": "ayBlC1uXXm4XW5Qn",
          "name": "OpenAi account"
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    {
      "id": "90ee2d53-da04-4105-b66d-7234ac13baac",
      "name": "Datenverarbeitung für Pinecone",
      "type": "n8n-nodes-base.code",
      "position": [
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      "parameters": {
        "jsCode": "// Pregătește datele pentru salvare în memorie\nconst aiAgentOutput = $('AI Agent').first().json.output;\nconst webhookData = $('Webhook').first().json.body.data;\n\n// Creează textul conversației\nconst conversationText = `Utilizator (${webhookData.source_number}): ${webhookData.message_text}\nAsistent: ${aiAgentOutput}\nTimestamp: ${new Date().toISOString()}`;\n\n// Returnează documentul în formatul cerut de Pinecone\nreturn {\n  json: {\n    pageContent: conversationText,\n    metadata: {\n      user_number: webhookData.source_number,\n      timestamp: new Date().toISOString()\n    }\n  }\n};"
      },
      "typeVersion": 2
    },
    {
      "id": "94d3df7d-4680-46b7-9886-1439958a26c4",
      "name": "Lesen aus Pinecone (aus Wissen)",
      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
      "position": [
        260,
        360
      ],
      "parameters": {
        "mode": "retrieve-as-tool",
        "options": {},
        "toolName": "reading_knowledge",
        "pineconeIndex": {
          "__rl": true,
          "mode": "list",
          "value": "knowledge",
          "cachedResultName": "knowledge"
        },
        "toolDescription": "Use this tool to search the general knowledge base and standard answers to frequently asked questions."
      },
      "credentials": {
        "pineconeApi": {
          "id": "FEF68PPW7L8BPTIn",
          "name": "PineconeApi account"
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    {
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      "name": "Lesen aus Pinecone (bei Telefonnummer)",
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        "options": {},
        "toolName": "reading_historywa",
        "pineconeIndex": {
          "__rl": true,
          "mode": "list",
          "value": "historywa",
          "cachedResultName": "historywa"
        },
        "toolDescription": "Use this tool to search past conversation history with this user ( {{ $('Webhook').item.json.body.data.source_number }} ) and find relevant information to answer the user’s current question."
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          "name": "PineconeApi account"
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      "name": "Pinecone Vector Store",
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        "mode": "insert",
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          "__rl": true,
          "mode": "list",
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          "cachedResultName": "historywa"
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                "value": "={{ $json.metadata.user_number }}"
              },
              {
                "name": "timestamp",
                "value": "={{ $json.metadata.timestamp }}"
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        "jsonData": "={{ $json.pageContent }}",
        "jsonMode": "expressionData"
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        "height": 1640,
        "content": "# 🤖 WAMM AI Assistant with Pinecone Memory - n8n Template\n\n## 📋 Description\n\nThis template creates an intelligent AI assistant for WhatsApp that can:\n- **Respond naturally** to messages using Google Gemini AI\n- **Remember previous conversations** for each user\n- **Access a knowledge base** for answering frequently asked questions\n- **Automatically save** all conversations for long-term memory\n\n## 🛠️ Requirements\n\n### 1. **WAMM.pro Account** (FREE tier available)\n- **What is WAMM.pro?** - A platform that enables WhatsApp automation using proprietary API technology\n- **Free tier:** 50 messages/month\n- **PRO tier:** Unlimited messages + advanced features\n- **Link:** [wamm.pro](https://wamm.pro)\n\n### 2. **Pinecone Account** (for AI memory)\n- For storing conversations and knowledge base\n- Free tier available\n\n### 3. **Google AI Account** (for Gemini)\n- For the conversational AI model\n\n### 4. **OpenAI Account** (for embeddings)\n- For generating memory vectors\n\n## 🚀 Step-by-step Setup\n\n### **Step 1: WAMM.pro Configuration**\n### **Step 2: Webhook Configuration**\n### **Step 3: Pinecone Configuration**\n\n### **Step 4: n8n Configuration**\n\n1. **Configure credentials:**\n   - **WAMM:** Instance ID + Access Token\n   - **Pinecone:** API Key\n   - **Google Gemini:** API Key  \n   - **OpenAI:** API Key for embeddings\n\n### **Available AI Tools:**\n\n1. **Memory Tool** - Searches previous conversations with the user\n2. **Knowledge Tool** - Searches the general knowledge base\n\n### **Special Features:**\n\n- **Natural conversations** - AI doesn't mention \"searching history\"\n- **Persistent context** - Remembers names, preferences, previous conversations\n- **User language detection** - Automatically responds in user's language\n- **Organized memory** - Each user has their own memory space\n\n## 📊 Benefits\n\n✅ **Zero maintenance** - Runs automatically  \n✅ **Scalable** - Supports multiple users simultaneously  \n✅ **Intelligent memory** - Uses similarity search for relevant context  \n✅ **Extensible** - Easy to add new features  \n✅ **Cost-effective** - Free tiers available for all services  \n"
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      "position": [
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      "parameters": {
        "width": 540,
        "height": 720,
        "content": "# WAMM configuration\n\n### **Step 1: WAMM.pro Configuration**\n\n1. **Create account** at [wamm.pro](https://wamm.pro)\n2. **Account Manager** → **Add WhatsApp profile**\n3. **Scan QR code** with your WhatsApp\n4. **Note down:** `Instance ID` and `Access Token`\n\n### **Step 2: Webhook Configuration**\n\n1. **In WAMM.pro:** Integrations → Webhooks → Messages Webhooks\n2. **Add Webhook** with the n8n URL\n3. **Required configuration:**\n   - **From others:** ✅ Relevant + ✅ Without media + ✅ Exclude no text\n   - **To others:** ✅ Relevant + ✅ Without media + ✅ Exclude no text  \n   - **To myself:** ✅ None (to avoid responding to own messages)"
      },
      "typeVersion": 1
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    {
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      "name": "Sticky Note2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
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      "parameters": {
        "width": 1560,
        "height": 560,
        "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n# Pinecone configuration\n\n### **Step 3: Pinecone Configuration**\n\n1. **Create 2 indexes:**\n   - `historywa` - for conversation memory\n   - `knowledge` - for knowledge base\n2. **Index settings:**\n   - **Dimensions:** 3072\n   - **Metric:** cosine\n   - **Embedding model:** text-embedding-3-large"
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      "typeVersion": 1
    },
    {
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      "name": "Sticky Note3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
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      "parameters": {
        "width": 400,
        "height": 720,
        "content": "## 🎯 Use Cases\n\n- **Automated customer support** with memory\n- **Personal assistant** for WhatsApp  \n- **Business chatbot** with specific knowledge\n- **Conversation automation** with persistent context\n\n## 🔒 Security\n\n- **Data** stored in Pinecone as vector embeddings\n- **No plain text** message storage  \n- **Each user** has separate memory space\n- **API keys** secured in n8n credentials\n\n## 📈 Possible Extensions\n\n- **CRM** integrations\n- **Scheduling** and reminders\n- **Advanced multi-language** support  \n- **Analytics** and conversation reports\n- **Custom knowledge bases** per user\n\n---\n\n**💡 Tip:** For optimal results, populate the knowledge base with frequently asked questions specific to your business!"
      },
      "typeVersion": 1
    }
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