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