| query,expected | |
| What is the weather like in Karachi today?,tool | |
| Can you tell me the current time?,tool | |
| Calculate 450 * 12,tool | |
| What's the weather in London right now?,tool | |
| What is 15 percent of 800?,tool | |
| Do you have the live time?,tool | |
| Tell me the weather in Islamabad.,tool | |
| Can you add 1234 + 5678?,tool | |
| What day is it today?,tool | |
| Is it raining in Lahore?,tool | |
| Divide 1000 / 25,tool | |
| Give me the system time.,tool | |
| How hot is it in Dubai?,tool | |
| Evaluate 3.14 * 10 * 10,tool | |
| What is the date today?,tool | |
| Weather in Peshawar please.,tool | |
| Calculate 55 + 45,tool | |
| What is the current time in Pakistan?,tool | |
| I need to calculate 99 * 99,tool | |
| What is the weather in Multan?,tool | |
| Tell me the date and time.,tool | |
| Subtract 500 - 125,tool | |
| Is it sunny in Quetta?,tool | |
| What is 100 / 3?,tool | |
| Give me the weather forecast for Lahore.,tool | |
| Calculate 2^8,tool | |
| What time is it in New York?,tool | |
| What is the temperature in Karachi?,tool | |
| Calculate 85 * 3.5,tool | |
| Weather update for Islamabad,tool | |
| What is the exact time right now?,tool | |
| Can you calculate 1000 - 456?,tool | |
| How cold is it in London?,tool | |
| What is Retrieval-Augmented Generation?,rag | |
| Explain how a FAISS vector database works.,rag | |
| What is the DailyDialog dataset used for?,rag | |
| How does TF-IDF compare to Transformer embeddings?,rag | |
| What is the purpose of an Agentic layer?,rag | |
| Define semantic similarity.,rag | |
| What are the limitations of traditional chatbots?,rag | |
| How do you calculate Cosine Similarity?,rag | |
| What is a vector embedding?,rag | |
| Why use all-MiniLM-L6-v2 for RAG?,rag | |
| What is the ToolBench dataset?,rag | |
| Explain the difference between generative and retrieval models.,rag | |
| How does multi-turn memory work in this project?,rag | |
| What is intent detection in NLP?,rag | |
| Describe the architecture of DialoGPT.,rag | |
| What is a semantic router?,rag | |
| How do LLMs suffer from hallucination?,rag | |
| What is the advantage of using a hybrid NLP system?,rag | |
| What paper introduced RAG in 2020?,rag | |
| How does the baseline model in this project work?,rag | |
| What is the size of the DailyDialog dataset?,rag | |
| Why avoid training an LLM from scratch?,rag | |
| What does L2 distance mean in FAISS?,rag | |
| How are external tools integrated into the chatbot?,rag | |
| What is the intermediate architecture model?,rag | |
| How does BLEU score measure text quality?,rag | |
| What is the ROUGE metric?,rag | |
| Explain why accuracy is used for tool selection evaluation.,rag | |
| What is an intent detection diamond?,rag | |
| How is conversation memory updated?,rag | |
| What is the expected outcome of this FYP?,rag | |
| Why did you mock the weather API?,rag | |
| What is sentence-transformers?,rag | |
| Hello there!,llm | |
| How are you doing today?,llm | |
| Tell me a joke about computers.,llm | |
| What is your favorite color?,llm | |
| Good morning!,llm | |
| Who are you?,llm | |
| Can you write a poem about AI?,llm | |
| I am feeling tired today.,llm | |
| What is the meaning of life?,llm | |
| Do you like pizza?,llm | |
| Goodbye!,llm | |
| Thank you for your help.,llm | |
| You are very smart.,llm | |
| Tell me a story about a robot.,llm | |
| What are your hobbies?,llm | |
| Do you dream?,llm | |
| What is your name?,llm | |
| I had a great day today.,llm | |
| Can you give me some life advice?,llm | |
| What is the best movie of all time?,llm | |
| Do you like playing video games?,llm | |
| Sing a song for me.,llm | |
| Why is the sky blue?,llm | |
| Who won the last cricket world cup?,llm | |
| I am hungry.,llm | |
| Do you have any pets?,llm | |
| What is your favorite food?,llm | |
| Tell me something interesting.,llm | |
| How do I bake a cake?,llm | |
| Are you a human?,llm | |
| Good evening!,llm | |
| See you later.,llm | |
| You are my favorite AI.,llm | |
| What is the capital of France?,llm | |