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Group2255/programming-help-chatbot

sourceHugging Faceupdated 1y agoView on Hugging Face

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App README

🤖 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](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

bash

git clone https://huggingface.co/spaces/Group2255/programming-help-chatbot
cd programming-help-chatbot
pip install -r requirements.txt
streamlit run app.py