🌍 AI-Powered Text Translation with LangChain & Groq

A high-performance translation API leveraging Gemma 2B via Groq's LPUs for sub-second translations, managed with LangChain and served via FastAPI.

🚀 Key Features

• Lightning-fast translations (<1s latency) using Groq's inference API
• LangChain pipeline for prompt templating and model management
• Multi-language support with state-of-the-art LLM translation
• Production-ready API built with FastAPI (async support)
• Simple integration via clean REST endpoints

⚙️ Tech Stack

• Backend: FastAPI (Python)
• AI Pipeline: LangChain
• LLM: Gemma 2B (via Groq)
• Hardware Acceleration: Groq LPUs

📦 Installation

1. Clone the repository:

   git clone https://github.com/falakrana/TextTranslationLangchain.git
   cd TextTranslationLangchain
   

2. Install dependencies:

   pip install -r requirements.txt
   

3. Add your API key in .env file.

Running app

1. Run with:

   python app.py
   

API will be available at http://127.0.0.1:8000

Interactive docs available at:

• http://localhost:8000/docs (Swagger)
• http://localhost:8000/redoc (ReDoc)