Intent_based_chatbot Muzammil592 · COMPLETED
A production-grade, dockerized NLP chatbot built using pure Python, NLTK, and Scikit-Learn. Features a custom sliding-window text chunker, TF-IDF vectorization, a Logistic Regression intent classifier with a confidence fallback threshold, and dynamic system guardrails to eliminate hallucinations.
github.com/Muzammil592/Intent_based_chatbot · ★ 1 · Forks 0 · Size 24 KB
SUMMARY
Technologies 8
Scored 8
Observed 8
Practices 6
Evidence 9
Skips 0
COVERAGE
Analyzed 10 files · 5 commits · 0 API calls
TECHNOLOGIES & DEPTH
Dockerfile LANGUAGE Depth 70
1 files · PRODUCTION
Markdown LANGUAGE Depth 70
1 files · PRODUCTION
YAML LANGUAGE Depth 70
1 files · PRODUCTION
Python LANGUAGE Depth 70
5 files · PRODUCTION
pip BUILD_TOOL Depth 80
1 files · CONFIGURATION
Flask FRAMEWORK Depth 58
1 files · PRODUCTION
NumPy LIBRARY Depth 55
1 files · PRODUCTION
pytest TESTING Depth 27
1 files · TEST
PRACTICES
documentation · observedautomated_tests · observedcontinuous_integration · absentcontainerization · observedlinting · absentformatting · absent
ACTIVITY & OWNERSHIP
First commit 2026-06-12
Last commit 2026-06-20
Active months 1
Commits 5