Upload PDF or text files, select a model, and ask questions!
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Proprietary Models
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+ Note: This deployment supports proprietary models with your API key.
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1) Set API Key
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2) Upload Files
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If the number of files is greater than 1000, please upload a zip file instead.
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3) Ask Questions
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Continue Hypothesis Analysis
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+ Paste any generated hypothesis below to start a continuous conversation with the original papers and system charts.
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+ Instead of automatically retrieving papers from the database, manually paste the content of the original papers you want to reference in your hypothesis analysis.
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Hypothesis Analysis Chat:
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Continue System Chart Extraction Conversations
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+ After system chart extraction, you can continue conversations with the AI about individual papers.
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Conversation History:
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References
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+ System Chart Extraction: Liu, Q., Polak, M. P., Shuvo, M. A. A., Deodhar, H. S., Han, J., Morgan, D., & Oh, H. (2025, October). Automated extraction of materials system charts using a large language model framework. Scripta Materialia. Elsevier BV. http://doi.org/10.1016/j.scriptamat.2025.116815
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+ Hypotheses Generation: Liu, Q., Polak, M. P., Kim, S. Y., Shuvo, M. A. A., Deodhar, H. S., Han, J., … Oh, H. (2025, September). Beyond designer's knowledge: Generating materials design hypotheses via a large language model. Acta Materialia. Elsevier BV. http://doi.org/10.1016/j.actamat.2025.121307
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