https://github.com/hiborn4/i4ideas_bot
i4Ideas is an AI-powered conversational assistant that helps users submit ideas by guiding them step-by-step through a natural chat interface. Instead of filling out complex forms or manually classifying their input, users simply describe their ideas — and the bot intelligently extracts the category, subcategory, loss type, tools used.
https://github.com/hiborn4/i4ideas_bot
Last synced: 12 months ago
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i4Ideas is an AI-powered conversational assistant that helps users submit ideas by guiding them step-by-step through a natural chat interface. Instead of filling out complex forms or manually classifying their input, users simply describe their ideas — and the bot intelligently extracts the category, subcategory, loss type, tools used.
- Host: GitHub
- URL: https://github.com/hiborn4/i4ideas_bot
- Owner: HiBorn4
- Created: 2025-08-06T07:02:40.000Z (12 months ago)
- Default Branch: main
- Last Pushed: 2025-08-06T07:13:24.000Z (12 months ago)
- Last Synced: 2025-08-06T09:08:57.422Z (12 months ago)
- Language: Python
- Size: 3.22 MB
- Stars: 1
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# 🤖 i4Ideas Smart Submission Assistant
---
## 📘 Overview
**i4Ideas** is a smart AI-powered assistant designed to help users submit innovative ideas effortlessly.
Instead of manually categorizing ideas into complex buckets like *Productivity*, *Non-Productive*, *Quality*, or *Safety*, this chatbot walks users through a friendly, conversational interface to automatically classify and record their ideas.
It extracts and validates:
- 🎯 Idea statement
- 🚀 Implementation status
- 📊 Category & Subcategory
- 📉 Loss type
- 🛠️ Tools used
- 🧱 Rise Pillar classification
- 📈 Before/After impact metrics
This solution is especially valuable for companies looking to capture employee innovation without burdening users with forms or technical taxonomies.
---
## 🖼️ Live Demo
https://github.com/user-attachments/assets/616a1fca-3c82-4331-bada-4927cd9aad61
---
## ⚙️ Tech Stack
- 💬 **LangChain + Azure OpenAI GPT-4o**
- 🔧 **FastAPI** – backend logic and state handling
- 🗃️ **In-memory session tracking**
- 📄 **Streamlit / Gradio** – for voice/text interface
- 🔊 **Whisper** (Azure) – voice-to-text transcription
- 🎛️ **LangChain MessageHistory** – context-managed conversations
---
## 🚀 Getting Started
### 🔧 Backend
1. **Install dependencies**
```bash
pip install -r requirements.txt
```
2. **Run backend**
```bash
cd backend
uvicorn app:app --reload
```
> The backend handles LLM calls, voice transcription, and state tracking.
> It also includes `utils/` for debugging, prompt engineering, and classification helpers.
---
### 🧑💻 Frontend
1. **Launch Streamlit UI**
```bash
cd backend
streamlit run app.py
```
> This launches a web interface with voice + text chat powered by Azure GPT and Whisper.
---
## 💡 Why i4Ideas?
Manual idea submission forms can be overwhelming — users are expected to understand internal terminologies, classifications, and hierarchy.
**i4Ideas** solves this by:
* ✨ Asking only one question at a time
* 🔍 Extracting structure from free-form text
* ✅ Verifying and summarizing user inputs
* 📋 Returning final structured data in JSON and Markdown table
---
## 📁 Project Structure
```bash
i4ideas/
├── backend/
│ ├── app.py # FastAPI app
│ ├── flow.py # Conversation orchestration
│ ├── prompts.py # Merged and contextual prompt management
│ ├── utils/ # Support scripts
│ ├── sessions/ # In-memory session tracking
│ └── requirements.txt
├── assets/
│ ├── banner-1.png
│ └── banner-2.png
└── README.md
```
---
## 📞 Contact
Feel free to reach out if you want to:
* Customize this bot for your org
* Integrate it with internal innovation systems
* Enhance its logic with form exports, Slack support, or database storage
---
> Created with ❤️ using GPT‑4o and LangChain.
### ✅ What’s Included
- 📷 Placeholder for **two images** at the top
- ⏺ Placeholder for **video demo**
- 📂 Full folder structure
- 🔥 Clear separation of frontend/backend usage
- 💼 Portfolio-quality description for **Upwork**, **Fiverr**, or clients