The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Back to feedPost
n8n + Telegram + OpenAI RAG Chatbot
Built an intelligent Telegram chatbot with semantic search capabilities using n8n Cloud orchestration, OpenAI embeddings, and Qdrant vector database. Supports multilingual conversations (English, Ukrainian, Russian) and processes text, images, and video inputs. Implements RAG (Retrieval-Augmented Generation) for accurate responses from internal knowledge base.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Related posts
Careful, this project might take you to Italy 🍋🏛️🍕
SERENO is my first design concept for an Italian restaurant. I created the name, logo, visual identity, menu, posters, packaging, and print materials.
I wanted to create not just a “beautiful restaurant design,” but a cohesive atmosphere—one that’s warm, elegant, a little sunny, and very Italian.
What does this design make you feel?😊
Check it out
Crafted with perfection. Designed with exceptional brilliance.
Love Tap — Telegram Mini App for a Dating Tournament Bot 💜
We designed a playful, gamified Telegram Mini App for Love Tap — a dating-themed bot where users vote, bet, and compete in a bracket-style "tournament" to pick the winning match for a featured bachelor.
🧩 The design leans into a bold, candy-purple aesthetic with glossy 3D character avatars and tactile UI elements, turning a simple voting mechanic into an addictive, game-like experience native to the Telegram environment.
Special attention was given to:
• onboarding flow that explains the concept in three clear steps;
• tournament bracket UI showing live vote counts and betting status;
• points and wagering system with a leaderboard for competitive engagement;
• profile and stats screens tracking balance, top picks, and history;
• consistent purple gradient and 3D-avatar art direction across every screen.
A fun and highly engaging digital experience designed to maximize daily returns and social sharing — built to feel native inside Telegram while standing out visually from typical bot interfaces.
Looking to design a gamified app or Telegram Mini App with strong visual appeal and sticky engagement mechanics? Let's build something impactful together!🚀
Hello CONTRAtors 👋🏼
For #ConfigMakeathon, I created Hantsi
https://hantsi.figma.site
Hantsi is a voice-first learning environment designed for children with little or no literacy skills.
Reimagines education for children who have been overlooked by traditional digital learning systems. It is not designed around literacy first. It is designed around the child first.
Learning happens through four natural human abilities:
👂 Listen
🎤 Speak
👁️ See
☝️ Do
Why Hantsi
- Voice-first, not text-first
- Built for low-literacy learners
- Designed specifically for underserved communities
- AI companion instead of menus and dashboards
- Real-world learning through camera-based exploration
- Learning connected to tangible rewards and growth
Community Link
Instagram
Really thoughtful concept. I especially like the voice-first approach and the focus on learners who are often overlooked by traditional education systems. Designing around how children naturally learn rather than forcing literacy first is a powerful idea. Great work! 👏
Trending
Claude
Claude has entered the design space. How are you using Claude Design?
Contra University
Learn from expert creatives how to earn more using next-gen AI tools.
MagicPath
The canvas is infinite, and exploration is becoming the workflow. How are you using MagicPath?
creativeaiflow
Creative AI workflows are evolving. What tools do you use, and what are their strengths and weaknesses?
freelancerlife
Freelancer life is wins, pivots, and everything in between. What’s yours right now?
