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- title: RepoSage AI Chatbot (AML-3304)
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- # 🤖 RepoSage Unified Chatbot – AML-3304 Final Submission
 
 
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- This is our **MVP AI chatbot** for the AML-3304 course assignment:
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  **"From Tokens to Transformers: Building AI Systems with Embeddings, Generative Models, and MLOps."**
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- It brings together:
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- - 🧠 Bayesian-style Q&A
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- - 📘 General Q&A using FLAN-T5
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- - 🧑‍💻 Code Generation using CodeGen
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- All in a single unified Streamlit application — hosted live on Hugging Face Spaces.
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  ---
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- ## 🔄 Supported Modes
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- | Mode | Description | Model Used |
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- |-----------------|---------------------------------------|----------------------------------|
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- | 🧑‍💻 Code Generator | Generate Python code via prompt | `Salesforce/codegen-350M-mono` |
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- | 📘 General Q&A | Factual Q&A with FLAN reasoning | `google/flan-t5-base` |
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- | 📊 Bayesian Q&A | Top-k sampling from embedding space | FLAN + custom Bayesian logic |
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  ---
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  ## 🚀 Live Demo
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- 🔗 Hugging Face Space: [https://huggingface.co/spaces/Group2255/programming-help-chatbot](https://huggingface.co/spaces/Group2255/programming-help-chatbot)
 
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  ---
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- ## 💻 Local Installation
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  ### Option 1: Python + Streamlit
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+ title: PromptPilot (AML-3304)
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+ # 🤖 PromptPilot – Unified AI Chatbot (AML-3304)
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+
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+ This is an MVP AI chatbot built for the AML-3304 assignment:
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  **"From Tokens to Transformers: Building AI Systems with Embeddings, Generative Models, and MLOps."**
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+ PromptPilot integrates:
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+ - 📊 Bayesian-style Q&A with top-k embedding inference
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+ - 📘 General factual Q&A using FLAN-T5
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+ - 🧑‍💻 Python code generation using CodeGen
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+ Deployed on Hugging Face Spaces with lightweight, multi-model architecture.
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  ---
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+ ## 🔄 Chat Modes
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+ | Mode | Description | Model Used |
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+ |------------------|-----------------------------------------|--------------------------------|
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+ | 🧑‍💻 Code Generator| Generate Python code from user prompts | `Salesforce/codegen-350M-mono` |
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+ | 📘 General Q&A | Answer factual and reasoning questions | `google/flan-t5-base` |
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+ | 📊 Bayesian Q&A | Top-k probabilistic Q&A using embeddings| Custom + `flan-t5-base` |
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  ---
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  ## 🚀 Live Demo
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+ 🔗 Hosted on Hugging Face:
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+ **[https://huggingface.co/spaces/Group2255/programming-help-chatbot](https://huggingface.co/spaces/Group2255/programming-help-chatbot)**
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  ---
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+ ## 💻 Local Setup
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  ### Option 1: Python + Streamlit
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