AI-powered automation systems built using n8n, OpenAI, Pinecone, and multiple integrations. This repository showcases real-world AI agents, RAG systems, and automation workflows designed for business use cases.
This project is a collection of production-ready AI agents and automation systems that demonstrate:
- AI-powered decision making
- Retrieval-Augmented Generation (RAG)
- Multi-agent architectures
- Business workflow automation
- Multi-platform assistants (Telegram, WhatsApp, Email)
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Telegram AI Assistant (Advanced)
- Multi-modal (text, voice, image)
- Memory (short + long-term)
- Tool integration (email, calendar, search)
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WhatsApp AI Assistant
- Conversational AI
- Email sending via Gmail
- Knowledge retrieval (Wikipedia)
- Calculator tool
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AI Email Management Agent
- Read, send, and reply to emails
- Smart email generation using AI
- Gmail integration
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AI Email Summary Agent
- Daily email summarization
- Action item extraction
- Automated reporting
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AI Email Classifier & Auto Reply
- Detects email intent (e.g., sponsorship)
- Generates and sends automatic responses
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RAG Ingestion Pipeline
- Google Drive / Docs → Pinecone
- Text chunking & embeddings
- Automated data ingestion
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RAG Chatbot
- Query-based AI chatbot
- Retrieves data from Pinecone
- Accurate, document-based answers
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AI Contact Management Agent (CRM)
- Add & retrieve contacts
- Google Sheets integration
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AI Sentiment Analysis System
- Analyze user feedback
- Store results in Google Sheets
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AI Social Media Generator
- Generate engaging posts (X / Twitter)
- Store content automatically
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AI Accounting Assistant (Telegram)
- Track income, expenses, sales
- Store data in Google Sheets
- Generate financial insights
- Email sending module
- Search agent (Wikipedia, Google, Hacker News)
- Modular tool-based architecture
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Error Notification System
- Detect workflow failures
- Send alerts automatically
- n8n – Workflow automation
- OpenAI API – LLM & embeddings
- Pinecone – Vector database (RAG)
- Google APIs – Gmail, Drive, Sheets
- Telegram API
- WhatsApp Business API
- Import any workflow JSON into n8n
- Configure credentials (OpenAI, Gmail, etc.)
- Activate the workflow
- Start interacting with the AI agent
Credentials are not included in this repository. You must configure your own:
- OpenAI API Key
- Google credentials
- Pinecone API Key
- AI Agent Design
- RAG Architecture (End-to-End)
- Automation Systems
- Multi-Agent Workflows
- Real-world AI Applications
Mohammed Rashed AI Engineer | Automation Specialist