LunaEPT 1.0
A retrieval-based QnA and code generation chatbot using sentence-transformer embeddings.
Requires Python: >=3.7

# LunaAI

**LunaAI** is a retrieval-based QnA and code generation chatbot built using SentenceTransformer embeddings and cosine similarity.  
It can answer natural language questions and retrieve highly relevant answers from a preloaded CSV dataset â€” no fine-tuning required.
Current Dataset size 100K.

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## Features

- Embedding-based search using SentenceTransformers
- Cosine similarity + fuzzy matching fallback
- Loads embeddings and CSV from Google Drive
- Clean CLI interface with feedback saving
- Lightweight and fast â€” works offline after setup

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## Avilable Topics

- National Bird (212 unique rows)
- National Flower (141 unique rows)
- National Tree (191 unique rows)
- National fruit (198 unique rows)
- National Flag (206 unique rows)
- Capital City (197 unique rows)
- National Emblem (191 unique rows)
- National Anthem (186 unique rows)
- National Language (197 unique rows)
- National Animal (197 unique rows)
- National Motto (198 unique rows)
- National Dish (192 unique rows)
- Special Days (1187 unique rows)
- National Currency (198 unique rows)
- National Monument (193 unique rows)
- National Costume (192 unique rows)
- National Music (191 unique rows)
- National River (197 unique rows)
- National Heritage Site (195 unique rows)
- National Festivals (196 unique rows)
- National Symbolic Objects (190 unique rows)
- National Park (179 unique rows)
- Historic Landmark (193 unique rows)
- Languages Spoken (194 unique rows)
- Famous Historical Figures (197 unique rows)
- National Literature (196 unique rows)
- Popular Tourist Attractions (196 unique rows)
- Traditional Festivals (191 unique rows)
- Independence Day (196 unique rows)
- Religions Practiced (196 unique rows)
- Political System (193 unique rows)
- Economic Indicators (1475 unique rows)
- Country (194 unique rows)
- Cultural Heritage (1000 unique rows)
- Topic (1 unique rows)
- Longest river (196 unique rows)
- Shortest river (200 unique rows)
- Highest Peak (196 unique rows)
- Longest & Shortest River (8 unique rows)
- Deepest lake (209 unique rows)
- Largest lake (196 unique rows)
- Highest waterfall (187 unique rows)
- Endangered species (201 unique rows)
- Endangered birds (202 unique rows)
- Endangered Trees (202 unique rows)
- Endangered Fish (198 unique rows)
- Largest Desert (208 unique rows)
- Endangered Animals (201 unique rows)
- UNESCO World Heritage Sites (182 unique rows)
- Endangered Mammals (202 unique rows)
- National Mammal (195 unique rows)
- National Reptile (204 unique rows)
- Endangered Reptile (194 unique rows)
- Famous Years (251 unique rows)
- Longest coastline (203 unique rows)
- Largest forest (201 unique rows)
- Natural Wonders (198 unique rows)
- National Insect (205 unique rows)
- National Amphibian (195 unique rows)
- Endangered Amphibian (202 unique rows)
- Medicinal Plants (191 unique rows)
- Most Famous Historical Event (202 unique rows)
- Most Significant War (196 unique rows)
- Oldest Monument (195 unique rows)
- Major Scientific Discovery (146 unique rows)
- Oldest University (201 unique rows)
- Most Advanced Technology (193 unique rows)
- Main Economic Sector (202 unique rows)
- Most Exported Product (201 unique rows)
- Largest Company (202 unique rows)
- Most Popular Sport (203 unique rows)
- Most Famous Athlete (194 unique rows)
- Biggest Stadium (199 unique rows)
- Predicted Major Events (76 unique rows)
- Cure for Cancer & Genetic Diseases (76 unique rows)
- Mind Uploading & Digital Consciousness (76 unique rows)
- Most Endangered Animal (185 unique rows)
- National Fish (190 unique rows)
- Unique Wildlife Species (195 unique rows)
- Most Common Tree Species (190 unique rows)
- Biodiversity Hotspot (193 unique rows)
- Astronomy (582 unique rows)
- Flower Names (26 unique rows)
- Tree Names (26 unique rows)
- Color Names (26 unique rows)
- Aromatic Flower Names (26 unique rows)
- Country names (51 unique rows)
- Fruit names (26 unique rows)
- Protected National Park (194 unique rows)
- Marine Reserve (194 unique rows)
- Deforestation Rate (189 unique rows)
- Reforestation & Conservation Efforts (189 unique rows)
- Popuation (188 unique rows)
- Area (189 unique rows)
- Average Temperature (189 unique rows)
- Major Climate Zone (189 unique rows)
- Largest Glacier (189 unique rows)
- Fastest Train (185 unique rows)
- Largest Railway Platform (202 unique rows)
- National Game (168 unique rows)
- Plastic Waste Generation by Countries (Kaggle) (168 unique rows)
- Total Water Consumption by Countries (Kaggle) (500 unique rows)
- Industrialal Water Usage (Kaggle) (500 unique rows)
- Groundwater Depletion Rate (Kaggle) (500 unique rows)
- Agricultural Water use (Kaggle) (500 unique rows)
- Household Water use (Kaggle) (500 unique rows)
- Annual Precipitation (Kaggle) (500 unique rows)
- Clash of Clans (1971 unique rows)
- Painting Color Types (54 unique rows)
- Art Components (44 unique rows)
- AI (154 unique rows)
- Greeting (96 unique rows)
- History (1 unique rows)
- Fun & Casual Conversation (57 unique rows)
- Help & Guidance (271 unique rows)
- Whats App Help & Guidance (238 unique rows)
- Facebook Help & Guide (491 unique rows)
- Google Help & Guide (273 unique rows)
- Emergency Assistant (340 unique rows)
- Instagram Help & Guide (738 unique rows)
- YouTube Help & Guide (552 unique rows)
- Free fire characters (53 unique rows)
- Free fire weapons (41 unique rows)
- Free fire maps (21 unique rows)
- Affection (2 unique rows)
- Physics (14 unique rows)
- Geography (30 unique rows)
- Context Sense AI (2 unique rows)
- Full forms (519 unique rows)
- Fun (1 unique rows)
- Travel Tips (9 unique rows)
- Transportation Tips (7 unique rows)
- Accommodations (7 unique rows)
- Food and Dining (7 unique rows)
- Destinations (12 unique rows)
- About the Model (12 unique rows)
- Plant Care (1214 unique rows)
- Programming Language (24 unique rows)
- Python (187 unique rows)
- Regression Models (50 unique rows)
- Classifiers (63 unique rows)
- Machine Learning (78 unique rows)
- General Knowledge (3191 unique rows)
- Cricketer Name (Kaggle) (1542 unique rows)
- Mobiles (Kaggle) (908 unique rows)
- Cars (Kaggle) (720 unique rows)
- Miscellaneous (251 unique rows)
- Amazon Rainforest (126 unique rows)
- Pyramids (145 unique rows)
- Chemistry - Atomic Numbers (119 unique rows)
- Periodic Table (177 unique rows)
- Mesopotamian Civilization (256 unique rows)
- Indus Valley Civilization (84 unique rows)
- Grand Canyon (303 unique rows)
- Great Barrier Reef (114 unique rows)
- Moon Landings (329 unique rows)
- Gemini (288 unique rows)
- Mars Mission (346 unique rows)
- Mythology (459 unique rows)
- Scientific Discoveries (250 unique rows)
- Modern Inventions (371 unique rows)
- Historical Events (200 unique rows)
- Space Exploration (107 unique rows)
- Great World Leaders (319 unique rows)
- World Wonders (101 unique rows)
- Industrial Revolution (178 unique rows)
- Global Conflicts (79 unique rows)
- Human Evolution (31 unique rows)
- Different types of Fishes (229 unique rows)
- Different Apps (48 unique rows)
- WikiPedia Dataset (2118 unique rows)
- IPL (3252 unique rows)
- Top Rated Movies (Kaggle) (9554 unique rows)
- Popular Youtube Videos (Kaggle) (992 unique rows)
- Google Quaries (7785 unique rows)
- Products (998 unique rows)
- Quora Questions (1693 unique rows)
- HFRL (135 unique rows)
- Smallest river (2 unique rows)
- Visual Studio Code Help & Guidance (16 unique rows)
- Taste (2 unique rows)
- Color (1 unique rows)

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## Installation

```bash
pip install lunaai