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| title: GeoScience Exam Marker | |
| emoji: 💬 | |
| colorFrom: yellow | |
| colorTo: purple | |
| sdk: gradio | |
| sdk_version: 5.0.1 | |
| app_file: app.py | |
| pinned: false | |
| license: mit | |
| short_description: 'A chatbot to evaluate geoscience student assessment papers' | |
| # Model Name | |
| geobot_chat-v0 | |
| path to model: ShebMichel/geobot_teacher-v0 | |
| ## Overview | |
| This bot is about assessing geo student assignment paper with eith a pass or fail mark. | |
| ## TESTING THE BOT | |
| However, as of today Nov 7, 2024, to use it, | |
| 1- Load your data in json format or copy the below and save it as a json: | |
| { | |
| "short_answer_questions": { | |
| "question1": { | |
| "question": "How do sedimentary rocks form?", | |
| "answer": "Sedimentary rocks form from the accumulation of sediments." | |
| }, | |
| "question2": { | |
| "question": "How do metamorphic rocks form?", | |
| "answer": "Metamorphic rocks form under pressure and heat, altering existing rocks." | |
| }, | |
| "question3": { | |
| "question": "What are the stages of the rock cycle?", | |
| "answer": "The rock cycle involves the transformation of rocks through melting, cooling, weathering, and erosion." | |
| } | |
| }, | |
| "long_answer_questions": { | |
| "question1": { | |
| "question": "What is the purpose of down-hole logging?", | |
| "answer": "It is used to gather detailed information about rock layers and fluids." | |
| }, | |
| "question2": { | |
| "question": "What types of logs are used in down-hole logging?", | |
| "answer": "Common logs include resistivity logs, sonic logs, and density logs." | |
| } | |
| } | |
| } | |
| 2- If successfully loaded, you will see all the json data into the Processed Questions box | |
| 3- For the example shown above, you either click: | |
| - SHORT ANSWER QUESTIONS | |
| - LONG ANSWER QUESTIONS | |
| Once selected, the Processed Questions box will only show the questions for the selected options. | |
| Also, in the "Edit Selected Question" box, you will have the first question as input text, | |
| 4 - Now click submit for the model to run. | |
| The result is printed on "Model Response" box. | |
| 5- click clear if you want to do it again | |
| ## | |
| An example chatbot using [Gradio](https://gradio.app), [`huggingface_hub`](https://huggingface.co/docs/huggingface_hub/v0.22.2/en/index), and the [Hugging Face Inference API](https://huggingface.co/docs/api-inference/index). |