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metadata
title: PromptPilot (AML-3304)
emoji: 🤖
colorFrom: blue
colorTo: indigo
sdk: streamlit
sdk_version: 1.20.0
app_file: app.py
pinned: false
🤖 PromptPilot – Unified AI Chatbot (AML-3304)
This is an MVP AI chatbot developed for the AML-3304 assignment:
"From Tokens to Transformers: Building AI Systems with Embeddings, Generative Models, and MLOps."
PromptPilot combines five intelligent chat modes powered by popular Transformer-based models, enabling users to explore code generation, factual Q&A, probabilistic reasoning, and paraphrasing.
🔄 Chat Modes
| Mode | Description | Model Used |
|---|---|---|
| 🧑💻 Code Generator | Generate Python code from plain language | Salesforce/codegen-350M-mono |
| 📘 General Q&A | Factual question answering and explanations | google/flan-t5-base |
| 📊 Bayesian Q&A | Uncertainty-based reasoning using sampling | google/flan-t5-base + top-k sampling |
| 🌐 Deep Coder | Technical Q&A and code completion tasks | deepseek-ai/deepseek-coder-6.7b-instruct |
| 🔁 Transformer Explorer | Paraphrasing and text transformation using sequence models | google/flan-t5-base |
🚀 Live Demo
Try the chatbot here:
🔗 https://huggingface.co/spaces/Group2255/programming-help-chatbot
🧩 Features
- Multi-mode UI for interactive exploration
- Efficient model switching using
st.session_state - GPU-compatible on Hugging Face Spaces
- Supports both deterministic and sampling-based generation
- Lightweight models for fast response and free-tier compatibility
💻 Run Locally
✅ Option 1: Python + Streamlit
git clone https://huggingface.co/spaces/Group2255/programming-help-chatbot
cd programming-help-chatbot
pip install -r requirements.txt
streamlit run app.py