mastersthesis
Repository for my Masters Thesis in Data Science (LLM, GenAI, Chatbot)
Science Score: 26.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
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✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Scientific vocabulary similarity
Low similarity (4.0%) to scientific vocabulary
Repository
Repository for my Masters Thesis in Data Science (LLM, GenAI, Chatbot)
Basic Info
- Host: GitHub
- Owner: JLN01
- Language: Python
- Default Branch: main
- Size: 680 KB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
MastersThesis
Repository for my Masters Thesis in Data Science 2024
This Git repo includes a few different scripts, which has been developed to succeed with my Masters Thesis.
AzureAISearchRetriver: The script that transforms the raw textual data into vector embeddings
QAgenerator: Question/Answer generator that uses the Mixtral-8x7B-Instruct-v0.1 to generate random questions based off of the context in the database
ROUGE Evaluation: The evaluation script that have been used to calculate the avg. ROUGE scores for each metric
Application: The Streamlit application that serves as the chatbot application, with the feedback function
Owner
- Login: JLN01
- Kind: user
- Repositories: 1
- Profile: https://github.com/JLN01
GitHub Events
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Dependencies
- actions/checkout v2 composite
- azure/webapps-deploy v2 composite
- docker/build-push-action v3 composite
- docker/login-action v2 composite
- docker/setup-buildx-action v2 composite