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WhatsApp AI Assistant with n8n (or pabbly) Integration
$750-1500 USD
Kiszállításkor fizetve
### 1. Project Objective
Develop an AI agent integrated with n8n (or pabbly), capable of interacting with the user via WhatsApp to:
- Receive and interpret voice messages.
- Respond with audio or text and, if needed, send documents in response to specific requests.
- Answer WhatsApp calls, interpret requests, and provide responses based on a knowledge base and online information.
- Schedule appointments if necessary.
### 2. Key Features
#### A. WhatsApp Integration
1. **Retrieving Audio Messages**:
- The agent should be able to receive voice messages on WhatsApp.
- n8n should be configured to store audio files temporarily so the agent can process them.
2. **Handling Incoming Calls**:
- The agent should manage WhatsApp calls in real-time, using a prompt to identify the primary requests from the call.
- Use the knowledge base and the internet to provide in-depth responses if necessary.
3. **Sending Responses**:
- The agent should be able to send audio, text, or relevant documents extracted from the knowledge base in response to specific requests.
4. **Scheduling Appointments**:
- Integration with a calendar to schedule appointments.
- Automated interaction with the user to confirm or adjust the date and time.
#### B. Knowledge Base Utilization
1. **Reading and Interpreting Documents**:
- The agent should be able to read and interpret PDFs stored in an accessible directory.
- Documents should be indexed for quick access to relevant information.
2. **Intelligent Search**:
- Implement a search engine to allow the agent to find and extract specific information based on user requests.
#### C. Voice and Text Interpretation
1. **Natural Language Processing (NLP)**:
- Convert audio to text for semantic analysis and understanding user intent.
- Generate text responses that can be converted into audio if the user prefers.
2. **Speech Synthesis**:
- Convert text responses into voice messages if requested by the user.
#### D. Internet Integration for Information Retrieval
1. **Using External Sources**:
- The agent should be able to supplement the knowledge base information with online searches.
- Evaluate and integrate any necessary APIs into the n8n workflow.
### 3. Technical Infrastructure and Architecture
#### A. Recommended Modules and Tools
- **n8n**: to orchestrate all workflows.
- **WhatsApp API**: to interact with messages and calls.
- **Speech Recognition**: use a speech recognition service, such as Whisper or Google Speech-to-Text.
- **Speech Synthesis**: to respond in audio (e.g., Google Text-to-Speech).
- **Calendar Integration API**: Google Calendar or Calendly for scheduling appointments.
#### B. Security and Privacy
- Ensure user data protection and GDPR compliance.
- Protect access to the knowledge base and documents.
### 4. Expected Deliverables
1. **Solution Architecture**: Diagram of n8n workflows.
2. **Scripts and Prompts**: Set of prompts for handling calls and text requests.
3. **Technical Documentation**: Guide detailing functionality and maintenance.
4. **Testing and Validation**: Test scenarios to evaluate each feature.
### 5. Skill Requirements
The developer should:
- Have expertise with n8n and associated APIs (WhatsApp, Google Speech-to-Text, etc.).
- Experience in NLP and AI integration.
- Understand security requirements for handling personal data.
### 6. Success Criteria
- Reception and processing of audio messages with minimal delay.
- Accuracy in responses and understanding of requests.
- Flexibility in the knowledge base and adaptability to regular updates.
Focus on advanced NLP for accurate text conversion and understanding. Real-time response handling is a high priority for this project.
Projektazonosító: #38760579
A projektről
45 szabadúszó tett átlagosan 1108$ összegű árajánlatot erre a munkára
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As an experienced NLP engineer with a deep understanding of natural language processing and AI integration, I am excited to take on this project. My expertise lies in developing intelligent agents capable of seamless c Továbbiak
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Could you specify the preferred APIs you want to integrate with n8n for voice recognition and scheduling? Developing an AI agent that seamlessly interacts on WhatsApp can be efficiently managed through NLP and external Továbbiak
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