planeta ai logo
Darmowy szablon automatyzacji

Chatbot WhatsApp z obsługą sztucznej inteligencji 🤖📲 do obsługi tekstu, głosu, obrazów i plików PDF z pamięcią 🧠

349
25 dni temu
32
bloków

Multimodalny Asystent AI dla WhatsApp

Ten workflow to zaawansowany asystent AI obsługujący różne formaty wiadomości przez WhatsApp. Łączy modele OpenAI z inteligentną logiką, aby analizować i odpowiadać na tekst, obrazy, wiadomości głosowe oraz dokumenty PDF.

Kluczowe funkcje

  • Automatyczna detekcja typu wiadomości - rozpoznaje tekst, głos, obrazy i pliki PDF
  • Inteligentna obsługa tekstu - wykorzystuje model GPT-4o-mini z dostosowanymi promptami
  • Analiza obrazów - generuje szczegółowe opisy dla niewidomych użytkowników
  • Transkrypcja wiadomości głosowych - zamienia mowę na tekst i generuje odpowiedź
  • Przetwarzanie PDF - ekstrahuje tekst i tworzy podsumowania
  • Pamięć kontekstowa - śledzi do 10 ostatnich interakcji dla każdego użytkownika

Jak to działa

Workflow rozpoczyna się od węzła triggerowego WhatsApp, który nasłuchuje przychodzących wiadomości. System automatycznie rozpoznaje typ zawartości i kieruje ją do odpowiedniej ścieżki przetwarzania:

  • Tekst - bezpośrednio do agenta AI
  • Audio - transkrypcja przez Whisper, potem analiza
  • Obrazy - konwersja do base64 i analiza przez model wizyjny
  • PDF - ekstrakcja tekstu i przetwarzanie

Konfiguracja

  1. Skonfiguruj dane dostępowe WhatsApp Business API
  2. Dodaj klucz API OpenAI w odpowiednich węzłach
  3. Dostosuj obsługę typów wiadomości (opcjonalnie)
  4. Przetestuj z różnymi formatami danych
  5. Aktywuj workflow

Przykłady zastosowań

Ten zaawansowany asystent AI znajduje zastosowanie w wielu scenariuszach biznesowych i prywatnych:

  • Wsparcie techniczne - automatyczne odpowiadanie na pytania klientów
  • Edukacja - pomoc w nauce poprzez analizę materiałów wizualnych
  • Handel - opisywanie produktów na zdjęciach
  • Medycyna - wstępna analiza dokumentacji medycznej
  • Turystyka - rozpoznawanie miejsc na fotografiach
  • Finanse - przetwarzanie faktur i dokumentów
  • Dostępność - pomoc dla osób niewidomych w interpretacji obrazów

   Skopiuj kod szablonu   
{"id":"zMtPPjJ80JJznrJP","meta":{"instanceId":"a4bfc93e975ca233ac45ed7c9227d84cf5a2329310525917adaf3312e10d5462","templateCredsSetupCompleted":true},"name":"AI-Powered WhatsApp Chatbot for Text, Voice, Images & PDFs","tags":[],"nodes":[{"id":"38246f5d-0cf4-49ed-957e-0189243d0dec","name":"WhatsApp Trigger","type":"n8n-nodes-base.whatsAppTrigger","position":[-700,80],"webhookId":"d3978cae-2aca-4553-8ac7-ab89068deabc","parameters":{"options":{},"updates":["messages"]},"credentials":{"whatsAppTriggerApi":{"id":"gylriO2te7NRPXxN","name":"WhatsApp OAuth account"}},"typeVersion":1},{"id":"4cc0b70b-3ecc-4415-af2f-e50d4f302786","name":"Download Image","type":"n8n-nodes-base.httpRequest","position":[720,120],"parameters":{"url":"={{ $json.url }}","options":{},"authentication":"genericCredentialType","genericAuthType":"httpHeaderAuth"},"credentials":{"httpHeaderAuth":{"id":"FDP9FxauzJt9rkjr","name":"WhatsApp"}},"typeVersion":4.2},{"id":"528984be-b9ad-41c7-8b2e-ccbf275f7805","name":"Analyze Image","type":"@n8n/n8n-nodes-langchain.openAi","position":[960,120],"parameters":{"text":"=You are an advanced image description AI assistant . Your primary function is to provide detailed, accurate descriptions of images submitted through WhatsApp.nnCORE FUNCTIONALITY:n- When presented with an image, you will analyze it thoroughly and provide a comprehensive description in English.n- Your descriptions should capture both the obvious and subtle elements within the image.nnIMAGE DESCRIPTION GUIDELINES:n- Begin with a broad overview of what the image containsn- Describe key subjects, people, objects, and their relationshipsn- Note significant visual elements such as colors, lighting, composition, and perspectiven- Identify any text visible in the imagen- Describe the setting or environmentn- Mention any notable actions or events taking placen- Comment on mood, tone, or atmosphere when relevantn- If applicable, identify landmarks, famous people, or cultural referencesnnRESPONSE FORMAT:n- Start with "Image Description:" followed by your analysisn- Structure your description in a logical manner (general to specific)n- Use clear, precise language appropriate for visual descriptionn- Format longer descriptions with paragraphs to enhance readabilityn- End with any notable observations that might require special attentionnnLIMITATIONS:n- If the image is blurry, low resolution, or difficult to interpret, acknowledge these limitationsn- If an image contains potentially sensitive content, provide a factual description without judgmentn- Do not make assumptions about elements that cannot be clearly determinednnYour descriptions should be informative, objective, and thorough, enabling someone who cannot see the image to form an accurate mental picture of its contents.","modelId":{"__rl":true,"mode":"list","value":"gpt-4o-mini","cachedResultName":"GPT-4O-MINI"},"options":{"detail":"auto"},"resource":"image","inputType":"base64","operation":"analyze"},"credentials":{"openAiApi":{"id":"4zwP0MSr8zkNvvV9","name":"OpenAi account"}},"typeVersion":1.8},{"id":"b8898138-f987-4ef7-a5c1-d6d6b9c815f0","name":"Download Audio","type":"n8n-nodes-base.httpRequest","position":[720,-180],"parameters":{"url":"={{ $json.url }}","options":{},"authentication":"genericCredentialType","genericAuthType":"httpHeaderAuth"},"credentials":{"httpHeaderAuth":{"id":"FDP9FxauzJt9rkjr","name":"WhatsApp"}},"typeVersion":4.2},{"id":"e68bea55-f43a-4143-afca-1348b35e5879","name":"Transcribe Audio","type":"@n8n/n8n-nodes-langchain.openAi","position":[960,-180],"parameters":{"options":{},"resource":"audio","operation":"transcribe"},"credentials":{"openAiApi":{"id":"4zwP0MSr8zkNvvV9","name":"OpenAi account"}},"typeVersion":1.8},{"id":"1c0aa0c3-cee4-40f1-9e13-9365cc06443a","name":"OpenAI Chat Model","type":"@n8n/n8n-nodes-langchain.lmChatOpenAi","position":[160,1440],"parameters":{"model":{"__rl":true,"mode":"list","value":"gpt-4o-mini"},"options":{}},"credentials":{"openAiApi":{"id":"4zwP0MSr8zkNvvV9","name":"OpenAi account"}},"typeVersion":1.2},{"id":"d2215cf8-49e1-433b-b9c3-a219e6432cba","name":"AI Agent1","type":"@n8n/n8n-nodes-langchain.agent","position":[160,1220],"parameters":{"text":"={{ $json.text }}","options":{"systemMessage":"You are an intelligent assistant. Your purpose is to analyze various types of input and provide helpful, accurate responses.nnCAPABILITIES:n- Process and respond to text messagesn- Analyze uploaded filesn- Interpret and describe imagesn- Transcribe and understand voice messagesnnINPUT HANDLING:n1. For text messages: Analyze the content, understand the intent, and provide a relevant response.n2. For file analysis: Examine the file content, extract key information, and summarize important points also based on the questions asked.n3. For image analysis: Describe what you see in the image, identify key elements, and respond to any questions about the image.n4. For voice messages: Transcribe the audio, understand the message, and respond appropriately.nnRESPONSE GUIDELINES:n- Be concise but thoroughn- Prioritize accuracy over speculationn- Maintain a professional and helpful tonen- When uncertain, acknowledge limitationsn- Format responses for easy reading on mobile devicesn- Include actionable information when appropriatennLIMITATIONS:n- Mention if you're unable to process certain file formatsn- Indicate if an image is unclear or if details are difficult to discernn- Note if audio quality impacts transcription accuracynnSECURITY & PRIVACY:n- Do not store or remember sensitive information shared in files, images, or voice notesn- Do not share personal information across different user interactionsn- Inform users about data privacy limitations when relevantnnAnalyze all inputs carefully before responding. Your goal is to provide value through accurate information and helpful assistance."},"promptType":"define"},"typeVersion":1.8},{"id":"103825d0-8521-43c7-8246-9cc1faca42e1","name":"Download File","type":"n8n-nodes-base.httpRequest","position":[720,460],"parameters":{"url":"={{ $json.url }}","options":{},"authentication":"genericCredentialType","genericAuthType":"httpHeaderAuth"},"credentials":{"httpHeaderAuth":{"id":"FDP9FxauzJt9rkjr","name":"WhatsApp"}},"typeVersion":4.2},{"id":"98077f98-6dcf-4932-9363-19bf1fdc299e","name":"Extract from File","type":"n8n-nodes-base.extractFromFile","position":[980,460],"parameters":{"options":{},"operation":"pdf"},"typeVersion":1},{"id":"fefc8b87-d64e-4ff9-9f62-1ac3af2bf17e","name":"Simple Memory","type":"@n8n/n8n-nodes-langchain.memoryBufferWindow","position":[300,1440],"parameters":{"sessionKey":"=memory_{{ $('WhatsApp Trigger').item.json.contacts[0].wa_id }}","sessionIdType":"customKey","contextWindowLength":10},"typeVersion":1.3},{"id":"83ac997d-6ba0-4eb7-bd6c-80671f03c56c","name":"Get File Url","type":"n8n-nodes-base.whatsApp","position":[500,460],"webhookId":"280bd5de-32d7-4d8f-93d2-e91e3b0bc161","parameters":{"resource":"media","operation":"mediaUrlGet","mediaGetId":"={{ $('WhatsApp Trigger').item.json.messages[0].document.id }}"},"credentials":{"whatsAppApi":{"id":"HDUOWQXeRXMVjo0Z","name":"WhatsApp account"}},"typeVersion":1},{"id":"56b23f60-57c3-4ea7-a4e8-64029a2e44c1","name":"Only PDF File","type":"n8n-nodes-base.if","position":[220,480],"parameters":{"options":{},"conditions":{"options":{"version":2,"leftValue":"","caseSensitive":true,"typeValidation":"strict"},"combinator":"and","conditions":[{"id":"f52d2aaa-e0b2-45e5-8c4b-ceef42182a0d","operator":{"name":"filter.operator.equals","type":"string","operation":"equals"},"leftValue":"={{ $json.messages[0].document.mime_type }}","rightValue":"application/pdf"}]}},"typeVersion":2.2},{"id":"fa733b7b-16a7-4a9b-86b3-88395535ecd5","name":"Fix mimeType for Audio","type":"n8n-nodes-base.code","position":[1040,1080],"parameters":{"jsCode":"for (const item of $input.all()) {n if (item.binary) {n const binaryPropertyNames = Object.keys(item.binary);n for (const propName of binaryPropertyNames) {n if (item.binary[propName].mimeType === 'audio/mp3') {n item.binary[propName].mimeType = 'audio/mpeg';n }n }n }n}nnreturn $input.all();"},"typeVersion":2},{"id":"0d99c2fa-945b-487a-b929-742e8b1b6859","name":"Send message","type":"n8n-nodes-base.whatsApp","position":[840,1360],"webhookId":"23834751-5066-48ba-8e19-549680df2b27","parameters":{"textBody":"={{ $json.output }}","operation":"send","phoneNumberId":"470271332838881","additionalFields":{},"recipientPhoneNumber":"={{ $('WhatsApp Trigger').item.json.messages[0].from }}"},"credentials":{"whatsAppApi":{"id":"HDUOWQXeRXMVjo0Z","name":"WhatsApp account"}},"typeVersion":1},{"id":"046328e9-e948-479c-ac42-567877350f1e","name":"Send audio","type":"n8n-nodes-base.whatsApp","position":[1260,1080],"webhookId":"d18b2c98-84e4-43cf-a532-0c47d5161684","parameters":{"mediaPath":"useMedian8n","operation":"send","messageType":"audio","phoneNumberId":"470271332838881","additionalFields":{},"recipientPhoneNumber":"={{ $('Input type').item.json.contacts[0].wa_id }}"},"credentials":{"whatsAppApi":{"id":"HDUOWQXeRXMVjo0Z","name":"WhatsApp account"}},"typeVersion":1},{"id":"aa20a408-42ab-4011-9cea-331e23cda4ce","name":"Incorrect format","type":"n8n-nodes-base.whatsApp","position":[500,700],"webhookId":"23834751-5066-48ba-8e19-549680df2b27","parameters":{"textBody":"=Sorry but you can only send PDF files","operation":"send","phoneNumberId":"470271332838881","additionalFields":{},"recipientPhoneNumber":"={{ $('WhatsApp Trigger').item.json.messages[0].from }}"},"credentials":{"whatsAppApi":{"id":"HDUOWQXeRXMVjo0Z","name":"WhatsApp account"}},"typeVersion":1},{"id":"23b3750d-3638-4fd0-bab8-6082f53f19f9","name":"Text","type":"n8n-nodes-base.set","position":[1240,-520],"parameters":{"options":{},"assignments":{"assignments":[{"id":"c53cd9f9-77c1-4331-98ff-bfc9bdf95a3c","name":"text","type":"string","value":"={{ $('WhatsApp Trigger').item.json.messages[0].text.body }}"}]}},"typeVersion":3.4},{"id":"435c020b-826b-4946-b19e-f9663f4f9f23","name":"Audio","type":"n8n-nodes-base.set","position":[1240,-180],"parameters":{"options":{},"assignments":{"assignments":[{"id":"219577d5-b028-48fc-90be-980f4171ab68","name":"text","type":"string","value":"={{ $json.text }}"}]}},"typeVersion":3.4},{"id":"0139bb33-651e-4f37-901d-ccc705c9833a","name":"Image","type":"n8n-nodes-base.set","position":[1220,120],"parameters":{"options":{},"assignments":{"assignments":[{"id":"67552183-de2e-494a-878e-c2948e8cb6bb","name":"text","type":"string","value":"=User request on the image:n{{ "Describe the following image" || $('WhatsApp Trigger').item.json.messages[0].image.caption }}nnImage description:n{{ $json.content }}"}]}},"typeVersion":3.4},{"id":"d66b7190-f83b-483e-b3f3-8c220e2c815f","name":"File","type":"n8n-nodes-base.set","position":[1240,460],"parameters":{"options":{},"assignments":{"assignments":[{"id":"67552183-de2e-494a-878e-c2948e8cb6bb","name":"text","type":"string","value":"=User request on the file:n{{ "Describe this file" || $('Only PDF File').item.json.messages[0].document.caption }}nnFile content:n{{ $json.text }}"}]}},"typeVersion":3.4},{"id":"20239933-418c-436f-b15b-c293043a0328","name":"Not supported","type":"n8n-nodes-base.whatsApp","position":[-260,360],"webhookId":"23834751-5066-48ba-8e19-549680df2b27","parameters":{"textBody":"=You can only send text messages, images, audio files and PDF documents.","operation":"send","phoneNumberId":"470271332838881","additionalFields":{},"recipientPhoneNumber":"={{ $('WhatsApp Trigger').item.json.messages[0].from }}"},"credentials":{"whatsAppApi":{"id":"HDUOWQXeRXMVjo0Z","name":"WhatsApp account"}},"typeVersion":1},{"id":"117fd705-1f64-4bcc-88db-357df679fa3d","name":"Get Image Url","type":"n8n-nodes-base.whatsApp","position":[480,120],"webhookId":"280bd5de-32d7-4d8f-93d2-e91e3b0bc161","parameters":{"resource":"media","operation":"mediaUrlGet","mediaGetId":"={{ $('WhatsApp Trigger').item.json.messages[0].image.id }}"},"credentials":{"whatsAppApi":{"id":"HDUOWQXeRXMVjo0Z","name":"WhatsApp account"}},"typeVersion":1},{"id":"3bf7364c-6263-4825-aec5-693adaed7d03","name":"Get Audio Url","type":"n8n-nodes-base.whatsApp","position":[460,-180],"webhookId":"87caa300-7204-47b5-959a-94f4a8fbf8cf","parameters":{"resource":"media","operation":"mediaUrlGet","mediaGetId":"={{ $('WhatsApp Trigger').item.json.messages[0].audio.id }}"},"credentials":{"whatsAppApi":{"id":"HDUOWQXeRXMVjo0Z","name":"WhatsApp account"}},"typeVersion":1},{"id":"b23f8467-480a-45c1-a7df-e512290a8e13","name":"Generate Audio Response","type":"@n8n/n8n-nodes-langchain.openAi","position":[840,1080],"parameters":{"input":"={{ $('AI Agent1').item.json.output }}","voice":"onyx","options":{},"resource":"audio"},"credentials":{"openAiApi":{"id":"4zwP0MSr8zkNvvV9","name":"OpenAi account"}},"typeVersion":1.8},{"id":"0b139e60-fbf3-43ae-ae3f-40588f135443","name":"Sticky Note","type":"n8n-nodes-base.stickyNote","position":[120,-560],"parameters":{"width":1340,"height":240,"content":"## Text"},"typeVersion":1},{"id":"3622ad4c-79c7-479f-a050-ff21d3077c77","name":"Sticky Note1","type":"n8n-nodes-base.stickyNote","position":[120,-240],"parameters":{"width":1340,"height":240,"content":"## Voice"},"typeVersion":1},{"id":"1f35e179-22d1-4019-a807-21803df51a46","name":"Sticky Note2","type":"n8n-nodes-base.stickyNote","position":[120,80],"parameters":{"width":1340,"height":240,"content":"## Image"},"typeVersion":1},{"id":"314b8ae2-e518-44a3-80a5-dc8482ab1fa9","name":"Sticky Note3","type":"n8n-nodes-base.stickyNote","position":[120,420],"parameters":{"width":1340,"height":240,"content":"## Document"},"typeVersion":1},{"id":"a55cc899-3490-4b7c-b793-4f20605fc711","name":"Sticky Note4","type":"n8n-nodes-base.stickyNote","position":[120,960],"parameters":{"color":5,"width":1340,"height":600,"content":"## Response"},"typeVersion":1},{"id":"f37e975b-c112-4af8-badd-1fdbdb90d2f5","name":"From audio to audio?","type":"n8n-nodes-base.if","position":[580,1220],"parameters":{"options":{},"conditions":{"options":{"version":2,"leftValue":"","caseSensitive":true,"typeValidation":"strict"},"combinator":"and","conditions":[{"id":"b9d1d759-f585-4791-a743-b9d72951e77c","operator":{"type":"object","operation":"exists","singleValue":true},"leftValue":"={{ $('WhatsApp Trigger').item.json.messages[0].audio }}","rightValue":""}]}},"typeVersion":2.2},{"id":"864be43a-e280-4c6d-bab4-878b88304807","name":"Input type","type":"n8n-nodes-base.switch","position":[-420,40],"parameters":{"rules":{"values":[{"outputKey":"Text","conditions":{"options":{"version":2,"leftValue":"","caseSensitive":true,"typeValidation":"strict"},"combinator":"and","conditions":[{"id":"08fd0c80-307e-4f45-b1de-35192ee4ec5e","operator":{"type":"string","operation":"exists","singleValue":true},"leftValue":"={{ $json.messages[0].text.body }}","rightValue":""}]},"renameOutput":true},{"outputKey":"Voice","conditions":{"options":{"version":2,"leftValue":"","caseSensitive":true,"typeValidation":"strict"},"combinator":"and","conditions":[{"id":"b7b64446-f1ea-4622-990c-22f3999a8269","operator":{"type":"object","operation":"exists","singleValue":true},"leftValue":"={{ $json.messages[0].audio }}","rightValue":""}]},"renameOutput":true},{"outputKey":"Image","conditions":{"options":{"version":2,"leftValue":"","caseSensitive":true,"typeValidation":"strict"},"combinator":"and","conditions":[{"id":"202af928-a324-411a-bf15-68a349e7bf9e","operator":{"type":"object","operation":"exists","singleValue":true},"leftValue":"={{ $json.messages[0].image }}","rightValue":""}]},"renameOutput":true},{"outputKey":"Document","conditions":{"options":{"version":2,"leftValue":"","caseSensitive":true,"typeValidation":"strict"},"combinator":"and","conditions":[{"id":"c63299e9-6069-4bc6-afb9-7beebf6e3d69","operator":{"type":"object","operation":"exists","singleValue":true},"leftValue":"={{ $json.messages[0].document }}","rightValue":""}]},"renameOutput":true}]},"options":{"fallbackOutput":"extra"}},"typeVersion":3.2},{"id":"cf327372-d2cc-40db-a057-9bfb10d6a520","name":"Sticky Note5","type":"n8n-nodes-base.stickyNote","position":[-1580,-1140],"parameters":{"color":3,"width":780,"height":2680,"content":"How to obtain Whatsapp API?nnn### ✅ PrerequisitesnBefore you begin, make sure you have:n- A **Meta Business Account**n- A **Facebook Developer Account**n- A **Verified Business**n- A **Phone Number** to link to WhatsAppn- Access to **Meta's Graph API Explorer** or **Meta for Developers portal**nn---nn### 🪜 STEP 1: Create a Meta Appnn1. Go to [https://developers.facebook.com/apps](https://developers.facebook.com/apps)n2. Click **“Create App”**n3. Choose **"Business"** as the app type, then click **Next**n4. Give your app a name and enter a contact emailn5. Choose your Business Account (or create one)n6. Click **Create App**nn---nn### 🪜 STEP 2: Add WhatsApp Productnn1. In your app dashboard, scroll down to **"Add a Product"**n2. Find **"WhatsApp"** and click **“Set Up”**n3. Link your **Business Manager Account**nn---nn### 🪜 STEP 3: Create a WhatsApp Business Account (if needed)nn1. If you haven’t already, go to [https://business.facebook.com/](https://business.facebook.com/)n2. Click **“Create Account”**, and complete your business informationn3. Go to **Business Settings > Accounts > WhatsApp Accounts**n4. Add a **Phone Number** (you'll receive a verification code)nn---nn### 🪜 STEP 4: Generate a Temporary Access Token (for development)nn1. In the **App Dashboard**, go to **WhatsApp > Getting Started**n2. Choose your test phone numbern3. Copy the **temporary access token** (valid for 24 hours)n4. Copy the **Phone Number ID** and **WhatsApp Business Account ID**nn✅ Save these 3 values:n- **Access Token**n- **Phone Number ID**n- **WABA ID**nn📝 Tip: For production, you will later need to create a **permanent token** (see step 7).nn---nn### 🪜 STEP 5: Set Up a Webhook URL (n8n)nn1. In n8n, set up a **Webhook node** (or use the `WhatsApp Trigger` node)n2. Copy the webhook URLn3. In the Meta Developer Dashboard:n - Go to **WhatsApp > Configuration**n - Click **“Edit Callback URL”**n - Paste your n8n webhook URL and add a random **verify token**n4. In n8n, configure your webhook to respond to the verification requestnn---nn### 🪜 STEP 6: Subscribe to Webhook Fieldsnn1. Still under **WhatsApp > Configuration**, click **"Manage Subscriptions"**n2. Enable:n - `messages`n - `message_status`n - (Optionally `message_template_status_update`)nn---nn### 🪜 STEP 7: (Optional but recommended) Generate a Permanent Tokennn1. Go to [https://developers.facebook.com/tools/access_token/](https://developers.facebook.com/tools/access_token/)n2. Select your appn3. Click **Get Token > System User Token**n4. Select the permissions:n - `whatsapp_business_management`n - `whatsapp_business_messaging`n - `business_management`n5. Click **Generate Token**n6. Copy and securely store this tokennn---nn### 🪜 STEP 8: Configure Credentials in n8nnn1. Go to **n8n > Settings > Credentials**n2. Create new credentials of type **HTTP Header Auth**n - **Name:** WhatsAppn - **Header Name:** `Authorization`n - **Value:** `Bearer `n3. SavennThen, in your workflows:n- Use the HTTP Request node or WhatsApp noden- Set the `phone_number_id` in the node parametersn- Connect it to your WhatsApp credentialnn---nn### 🧪 STEP 9: Test the Connectionnn1. Use a WhatsApp number to send a message to your business phonen2. Your n8n workflow should be triggeredn3. You can now send and receive messages programmatically 🎉n"},"typeVersion":1}],"active":false,"pinData":{},"settings":{"executionOrder":"v1"},"versionId":"4dfe4c80-3a9a-4292-bcb2-3f68bbea5a3a","connections":{"File":{"main":[[{"node":"AI Agent1","type":"main","index":0}]]},"Text":{"main":[[{"node":"AI Agent1","type":"main","index":0}]]},"Audio":{"main":[[{"node":"AI Agent1","type":"main","index":0}]]},"Image":{"main":[[{"node":"AI Agent1","type":"main","index":0}]]},"AI Agent1":{"main":[[{"node":"From audio to audio?","type":"main","index":0}]]},"Input type":{"main":[[{"node":"Text","type":"main","index":0}],[{"node":"Get Audio Url","type":"main","index":0}],[{"node":"Get Image Url","type":"main","index":0}],[{"node":"Only PDF File","type":"main","index":0}],[{"node":"Not supported","type":"main","index":0}]]},"Get File Url":{"main":[[{"node":"Download File","type":"main","index":0}]]},"Analyze Image":{"main":[[{"node":"Image","type":"main","index":0}]]},"Download File":{"main":[[{"node":"Extract from File","type":"main","index":0}]]},"Get Audio Url":{"main":[[{"node":"Download Audio","type":"main","index":0}]]},"Get Image Url":{"main":[[{"node":"Download Image","type":"main","index":0}]]},"Only PDF File":{"main":[[{"node":"Get File Url","type":"main","index":0}],[{"node":"Incorrect format","type":"main","index":0}]]},"Simple Memory":{"ai_memory":[[{"node":"AI Agent1","type":"ai_memory","index":0}]]},"Download Audio":{"main":[[{"node":"Transcribe Audio","type":"main","index":0}]]},"Download Image":{"main":[[{"node":"Analyze Image","type":"main","index":0}]]},"Transcribe Audio":{"main":[[{"node":"Audio","type":"main","index":0}]]},"WhatsApp Trigger":{"main":[[{"node":"Input type","type":"main","index":0}]]},"Extract from File":{"main":[[{"node":"File","type":"main","index":0}]]},"OpenAI Chat Model":{"ai_languageModel":[[{"node":"AI Agent1","type":"ai_languageModel","index":0}]]},"From audio to audio?":{"main":[[{"node":"Generate Audio Response","type":"main","index":0}],[{"node":"Send message","type":"main","index":0}]]},"Fix mimeType for Audio":{"main":[[{"node":"Send audio","type":"main","index":0}]]},"Generate Audio Response":{"main":[[{"node":"Fix mimeType for Audio","type":"main","index":0}]]}}}
  • API
  • Request
  • URL
  • Build
  • cURL
  • cpde
  • Javascript
  • JS
  • Python
  • Script
  • Custom Code
  • Function
  • LangChain
  • Chat
  • Conversational
  • Plan and Execute
  • ReAct
  • Tools
  • ChatGPT
  • DallE
  • whisper
  • audio
  • transcribe
  • tts
  • assistant
Planeta AI 2025 
magic-wandmenu linkedin facebook pinterest youtube rss twitter instagram facebook-blank rss-blank linkedin-blank pinterest youtube twitter instagram