Upload of DailyDialog dialogue structures and custom knowledge base source facts
Browse files- .gitattributes +1 -0
- knowledge_base/facts.txt +9 -0
- processed/routing_test.csv +101 -0
- processed/test_pairs.csv +0 -0
- processed/train_pairs.csv +3 -0
- processed/val_pairs.csv +0 -0
- raw/.cache/huggingface/.gitignore +1 -0
- raw/.cache/huggingface/download/data/test-00000-of-00001.parquet.metadata +3 -0
- raw/.cache/huggingface/download/data/train-00000-of-00001.parquet.metadata +3 -0
- raw/.cache/huggingface/download/data/validation-00000-of-00001.parquet.metadata +3 -0
- raw/test-00000-of-00001.parquet +3 -0
- raw/train-00000-of-00001.parquet +3 -0
- raw/validation-00000-of-00001.parquet +3 -0
.gitattributes
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@@ -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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*.webm 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
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knowledge_base/facts.txt
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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.
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processed/routing_test.csv
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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
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processed/test_pairs.csv
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The diff for this file is too large to render.
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processed/train_pairs.csv
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version https://git-lfs.github.com/spec/v1
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oid sha256:173b5f581666c9da6c64c865616e8ba8221303ff08e1a2994a85a66d70730661
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size 48458498
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processed/val_pairs.csv
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The diff for this file is too large to render.
See raw diff
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raw/.cache/huggingface/.gitignore
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raw/.cache/huggingface/download/data/test-00000-of-00001.parquet.metadata
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raw/.cache/huggingface/download/data/train-00000-of-00001.parquet.metadata
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raw/.cache/huggingface/download/data/validation-00000-of-00001.parquet.metadata
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version https://git-lfs.github.com/spec/v1
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raw/train-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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raw/validation-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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size 390378
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