subhan1501 commited on
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Upload of DailyDialog dialogue structures and custom knowledge base source facts

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.gitattributes CHANGED
@@ -58,3 +58,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  # Video files - compressed
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  *.mp4 filter=lfs diff=lfs merge=lfs -text
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  # Video files - compressed
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  *.mp4 filter=lfs diff=lfs merge=lfs -text
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  *.webm filter=lfs diff=lfs merge=lfs -text
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+ processed/train_pairs.csv filter=lfs diff=lfs merge=lfs -text
knowledge_base/facts.txt ADDED
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+ Subhan is an aspiring AI and Full-Stack Engineer with a strong focus on building intelligent, scalable applications.
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+ He is currently pursuing a Bachelor of Science in Artificial Intelligence.
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+ Subhan's core artificial intelligence skills include Natural Language Processing (NLP), Computer Vision, Deep Learning, and Reinforcement Learning.
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+ In the realm of software engineering, Subhan has strong capabilities in full-stack web development and MLOps automation.
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+ One of Subhan's major projects is an Agentic Dialogue System, which combines large language models with retrieval-augmented generation (RAG) and external tool integration.
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+ Subhan has also developed a robust Fake News Detection system utilizing state-of-the-art transformer models including BERT, RoBERTa, and DistilBERT.
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+ He has hands-on experience with vector databases like FAISS for semantic search and memory retrieval.
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+ Subhan is highly proficient in Python, PyTorch, and the Hugging Face Transformers library.
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+ He is actively seeking internship and junior engineering opportunities in the AI, Machine Learning, and Data Science fields.
processed/routing_test.csv ADDED
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+ query,expected
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+ What is the weather like in Karachi today?,tool
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+ Can you tell me the current time?,tool
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+ Calculate 450 * 12,tool
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+ What's the weather in London right now?,tool
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+ What is 15 percent of 800?,tool
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+ Do you have the live time?,tool
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+ Tell me the weather in Islamabad.,tool
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+ Can you add 1234 + 5678?,tool
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+ What day is it today?,tool
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+ Is it raining in Lahore?,tool
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+ Divide 1000 / 25,tool
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+ Give me the system time.,tool
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+ How hot is it in Dubai?,tool
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+ Evaluate 3.14 * 10 * 10,tool
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+ What is the date today?,tool
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+ Weather in Peshawar please.,tool
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+ Calculate 55 + 45,tool
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+ What is the current time in Pakistan?,tool
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+ I need to calculate 99 * 99,tool
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+ What is the weather in Multan?,tool
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+ Tell me the date and time.,tool
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+ Subtract 500 - 125,tool
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+ Is it sunny in Quetta?,tool
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+ What is 100 / 3?,tool
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+ Give me the weather forecast for Lahore.,tool
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+ Calculate 2^8,tool
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+ What time is it in New York?,tool
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+ What is the temperature in Karachi?,tool
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+ Calculate 85 * 3.5,tool
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+ Weather update for Islamabad,tool
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+ What is the exact time right now?,tool
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+ Can you calculate 1000 - 456?,tool
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+ How cold is it in London?,tool
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+ What is Retrieval-Augmented Generation?,rag
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+ Explain how a FAISS vector database works.,rag
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+ What is the DailyDialog dataset used for?,rag
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+ How does TF-IDF compare to Transformer embeddings?,rag
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+ What is the purpose of an Agentic layer?,rag
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+ Define semantic similarity.,rag
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+ What are the limitations of traditional chatbots?,rag
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+ How do you calculate Cosine Similarity?,rag
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+ What is a vector embedding?,rag
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+ Why use all-MiniLM-L6-v2 for RAG?,rag
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+ What is the ToolBench dataset?,rag
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+ Explain the difference between generative and retrieval models.,rag
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+ How does multi-turn memory work in this project?,rag
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+ What is intent detection in NLP?,rag
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+ Describe the architecture of DialoGPT.,rag
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+ What is a semantic router?,rag
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+ How do LLMs suffer from hallucination?,rag
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+ What is the advantage of using a hybrid NLP system?,rag
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+ What paper introduced RAG in 2020?,rag
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+ How does the baseline model in this project work?,rag
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+ What is the size of the DailyDialog dataset?,rag
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+ Why avoid training an LLM from scratch?,rag
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+ What does L2 distance mean in FAISS?,rag
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+ How are external tools integrated into the chatbot?,rag
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+ What is the intermediate architecture model?,rag
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+ How does BLEU score measure text quality?,rag
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+ What is the ROUGE metric?,rag
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+ Explain why accuracy is used for tool selection evaluation.,rag
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+ What is an intent detection diamond?,rag
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+ How is conversation memory updated?,rag
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+ What is the expected outcome of this FYP?,rag
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+ Why did you mock the weather API?,rag
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+ What is sentence-transformers?,rag
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+ Hello there!,llm
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+ How are you doing today?,llm
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+ Tell me a joke about computers.,llm
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+ What is your favorite color?,llm
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+ Good morning!,llm
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+ Who are you?,llm
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+ Can you write a poem about AI?,llm
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+ I am feeling tired today.,llm
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+ What is the meaning of life?,llm
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+ Do you like pizza?,llm
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+ Goodbye!,llm
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+ Thank you for your help.,llm
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+ You are very smart.,llm
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+ Tell me a story about a robot.,llm
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+ What are your hobbies?,llm
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+ Do you dream?,llm
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+ What is your name?,llm
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+ I had a great day today.,llm
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+ Can you give me some life advice?,llm
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+ What is the best movie of all time?,llm
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+ Do you like playing video games?,llm
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+ Sing a song for me.,llm
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+ Why is the sky blue?,llm
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+ Who won the last cricket world cup?,llm
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+ I am hungry.,llm
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+ Do you have any pets?,llm
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+ What is your favorite food?,llm
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+ Tell me something interesting.,llm
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+ How do I bake a cake?,llm
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+ Are you a human?,llm
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+ Good evening!,llm
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+ See you later.,llm
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+ You are my favorite AI.,llm
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+ What is the capital of France?,llm
processed/test_pairs.csv ADDED
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