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VibeCheck

VibeCheck is an AI-powered conversational assistant (its a telegram bot powered by Gemini!) that bridges language gaps in multilingual environments by interpreting mixed languages, enabling clearer communication in socia

Code Demo Cerebral Valley

Core trick

A Telegram bot sends code-mixed messages to Gemini 3 Flash, which returns the meaning, tone, and suggested replies inline.

Tags

productivityagents

Description

VibeCheck is an AI-powered conversational assistant (its a telegram bot powered by Gemini!) that bridges language gaps in multilingual environments by interpreting mixed languages, enabling clearer communication in social chats, workplaces, and customer interactions across India’s diverse linguistic landscape. In India, we often speak in a mixture of languages, mixing languages in a single sentence itself- this assistant, integrated in telegram, helps you navigate multiple languages, explain the context of the current conversation if you are lost, and even suggest replies for you depending on the tone and the context of the conversation!
shreyasvinaya/bhashabridge★ 10 forksPythonCreated Feb 14, 2026 · last push Jun 26, 2026

README excerpt

# 🌉 BhashaBridge
> **Don't just translate words. Understand the vibe.**

[![Gemini 3.0 Flash](https://img.shields.io/badge/Powered%20By-Gemini%203.0%20Flash-blue)](https://deepmind.google/technologies/gemini/)
[![Telegram](https://img.shields.io/badge/Platform-Telegram%20Inline-2CA5E0)](https://telegram.org/)
[![Hackathon](https://img.shields.io/badge/Event-Gemini%203%20Bengaluru-orange)](https://ai.google.dev/)

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## 🚀 The Problem
In a diverse country like India, nobody speaks just "English" or "Hindi". We speak **code-mixed** languages:
> *"Ayyo macha, don't put scene da, just send the code na."*

Standard translators fail here. They can translate the words, but they miss:
1.  **The "Vibe"**: Is the user angry? Joking? Frustrated?
2.  **The Slang**: What does "put scene" mean? (It means creating drama/excuses).
3.  **The Context**: Who is speaking to whom?

## 💡 The Solution: BhashaBridge
BhashaBridge is an **invisible, context-aware AI companion** that lives in your chat app. It doesn't just translate; it **culturalizes**.

Using **Google's Gemini 3.0 Flash**, it analyzes live conversations to provide:
-   **🎭 Vibe Checks**: Detects if a message is sarcastic, formal, or casual.
-   **📖 Slang Glossaries**: Explains "Macha", "Jugaad", "Scene" in real-time.
-   **💬 Smart Replies**: Suggests responses that match the *tone* of the group.

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## 💼 Real-World Use Cases

### 1. 🎧 Next-Gen Customer Support (Agent Assist)
**The Challenge**: Support agents often struggle with cu

Team