n8n
Intermediate
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Document Q&A Chatbot with Gemini AI and Supabase Vector Search for Telegram

This n8n workflow template enables a Telegram chatbot to answer user queries using your documents, powered by Google Gemini AI and Supabase vector search. It processes and retrieves relevant information from uploaded files, ensuring accurate and context-aware responses. Key integrations include Gemini for AI-driven insights, Supabase for efficient document storage and retrieval, and Telegram for seamless communication. Ideal for businesses seeking to automate customer support or internal knowledge sharing, this solution enhances efficiency by providing instant, intelligent responses. With advanced features like HTML post-processing, it delivers rich, user-friendly interactions, making it a powerful tool for document-based Q&A automation.

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Shared by the n8n community. Curated and enhanced by Nightshade AI.

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6 Nodes

Node Types

Triggers
AI/LLM
Database
HTTP/API
Communication
Conditions
Workflow Overview

Purpose

This workflow template is designed to empower businesses and developers with a sophisticated Telegram AI assistant that delivers precise, document-based answers to user queries, streamlining information retrieval and enhancing customer engagement. By leveraging the advanced capabilities of Google Gemini for natural language processing and Supabase for efficient vector search, this solution transforms unstructured document data into actionable insights, accessible through a simple chat interface. Ideal for customer support teams, knowledge base management, or internal documentation systems, it eliminates the need for manual searches, reduces response times, and ensures consistent, accurate information delivery. Whether you’re handling complex technical queries or providing instant access to organizational resources, this workflow bridges the gap between data and decision-making, offering a scalable, intelligent solution for modern communication needs.

Workflow Components
Lm Chat Google Gemini
Open Weather Map Tool
Agent
Telegram Trigger
Telegram
Tool Think
Embeddings Google Gemini
Document Default Data Loader
Text Splitter Recursive Character Text Splitter
Extract From File

+9 more components

Benefits

### Benefits of Using the Document Q&A Chatbot with Gemini AI and Supabase Vector Search for Telegram

• Time Savings: Automate document-based inquiries to save hours of manual effort. Employees no longer need to sift through documents to find answers—your Telegram AI Assistant delivers accurate responses instantly, reducing response times by up to 80%.
• Efficiency: Streamline information retrieval with intelligent HTML post-processing and vector search. The workflow ensures users get rich, contextually relevant answers in seconds, eliminating the need for repetitive manual searches and improving overall productivity.
• Scalability: Handle growing document libraries and user queries effortlessly. As your business expands, the AI-powered chatbot scales seamlessly, maintaining high performance and accuracy without requiring additional human resources.
• Reliability: Ensure consistent, error-free responses with Google Gemini’s advanced AI capabilities. The workflow minimizes human error and provides dependable answers, enhancing user trust and satisfaction.
• Cost Benefits: Reduce operational costs by automating document Q&A processes. By leveraging AI and Supabase, you can cut down on the need for dedicated staff to manage inquiries, translating to significant savings over time.
• Enhanced User Experience: Deliver a professional, interactive experience on Telegram. Users can access critical information in a conversational format, improving engagement and satisfaction with your services.
• Business Value: Empower your team to focus on high-value tasks by offloading repetitive document queries to the AI Assistant. This workflow drives operational efficiency, boosts customer service, and positions your business as a tech-forward innovator.

Transform your document management and communication processes with this powerful, AI-driven Telegram chatbot—designed to save time, enhance efficiency, and deliver measurable business results.

Summary

This workflow creates a Telegram AI Assistant that leverages Google Gemini and Supabase Vector Search to provide accurate, document-based answers to user queries. It intelligently processes HTML for rich responses, ensuring a seamless and informative experience. Empower your Telegram interactions with this advanced, AI-driven solution!

Workflow Details
Status:Published
Type:n8n
Nodes:11
Setup time:76 min

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