Robotics / AI

HonestRE Bot

Telegram WebApp + Bot for residential-complex reviews with moderation, ranking, geosearch, and RAG summaries

🚀 Production Status

Project Overview

HonestRE Bot is a production-ready Telegram bot that helps residents search for residential complexes, submit reviews, and enables administrators to moderate content with built-in anti-spam protection.

Key Features

🔎

Smart Search

Search complexes by name using Levenshtein algorithm with fuzzy matching capabilities

🚦

Rate Limiting

Built-in anti-spam and rate limiting to prevent abuse and ensure quality

🔗

WebApp Integration

Seamless hand-off to WebApp for richer UI and enhanced user experience

⚡

Fast & Minimal

Designed for noisy, real-world input with fast, minimal UX optimized for mobile

System Architecture

Bot ↔ Core API ↔ Database

Telegram Bot
User Interface
→
Core API
Business Logic
→
Database
Data Storage

The bot serves as a thin client over HTTPS, with all business logic and storage handled by the Core API.

User Journey

HonestRE Bot start screen
1. Start & menu - Clean interface with main options
Search results interface
2. Search results - Fuzzy search with Levenshtein algorithm
Complex details card
3. Complex card - Details and recent reviews
Add review interface
4. Add review - Rating and text input
Review confirmation
5. Confirm & submit - Review confirmation workflow
WebApp interface
6. WebApp hand-off - Richer UI for detailed interaction

Project Status & Links

Status: Active in production, serving real users with residential complex review functionality.

🤖 Try the Bot 📚 GitHub Showcase 📧 Contact