@@ -20,60 +20,100 @@ Learn to speak AI's language. Turn vague requests into precise instructions that
2020
2121## Quick Navigation
2222
23- ### Documentation
24- - ** [ Quick Start Guide] ( docs/QUICK_START.md ) ** - Get started in minutes
25- - ** [ API Reference] ( docs/API_REFERENCE.md ) ** - Complete tool documentation
26- - ** [ Troubleshooting] ( docs/TROUBLESHOOTING.md ) ** - Common issues and solutions
27-
28- ### Course Materials
29- - ** [ Course Overview] ( course_overview.md ) ** - Full curriculum
30- - ** [ Course Roadmap] ( COURSE_ROADMAP.md ) ** - Learning path
31- - ** [ Foundations Lab] ( foundations_lab.md ) ** - First interactive lab
32- - ** [ Start Here] ( START_HERE.md ) ** - Getting started guide
33-
34- ### Tools & Resources
35- - ** [ Interactive Dashboard] ( streamlit_app.py ) ** - Run with ` streamlit run streamlit_app.py `
36- - ** [ Prompt Validator] ( notebooks/prompt_validator.py ) ** - Score prompts 0-100%
37- - ** [ Production Validator] ( notebooks/production_validator.py ) ** - Production testing
38- - ** [ A/B Testing] ( notebooks/ab_testing_framework.py ) ** - Compare prompt versions
39- - ** [ Progress Tracker] ( notebooks/progress_tracker.py ) ** - Track learning
40-
41- ### Community
42- - ** [ Contributing Guide] ( CONTRIBUTING.md ) ** - How to contribute
43- - ** [ GitHub Repository] ( https://github.com/ElaMCB/AI-Prompt-Engineering ) ** - Source code
44- - ** [ Improvements Summary] ( IMPROVEMENTS_SUMMARY.md ) ** - Recent enhancements
23+ <div class =" features " >
24+
25+ <div class =" feature-card " >
26+ <h3 >Documentation</h3 >
27+ <ul style =" text-align : left ; padding-left : 1.5rem ;" >
28+ <li ><a href =" docs/QUICK_START.html " >Quick Start Guide</a > - Get started in minutes</li >
29+ <li ><a href =" docs/API_REFERENCE.html " >API Reference</a > - Complete tool documentation</li >
30+ <li ><a href =" docs/TROUBLESHOOTING.html " >Troubleshooting</a > - Common issues and solutions</li >
31+ </ul >
32+ </div >
33+
34+ <div class =" feature-card " >
35+ <h3 >Course Materials</h3 >
36+ <ul style =" text-align : left ; padding-left : 1.5rem ;" >
37+ <li ><a href =" course_overview.html " >Course Overview</a > - Full curriculum</li >
38+ <li ><a href =" COURSE_ROADMAP.html " >Course Roadmap</a > - Learning path</li >
39+ <li ><a href =" foundations_lab.html " >Foundations Lab</a > - First interactive lab</li >
40+ <li ><a href =" START_HERE.html " >Start Here</a > - Getting started guide</li >
41+ </ul >
42+ </div >
43+
44+ <div class =" feature-card " >
45+ <h3 >Tools & Resources</h3 >
46+ <ul style =" text-align : left ; padding-left : 1.5rem ;" >
47+ <li ><a href =" https://github.com/ElaMCB/AI-Prompt-Engineering/blob/main/streamlit_app.py " >Interactive Dashboard</a > - Run with <code >streamlit run streamlit_app.py</code ></li >
48+ <li ><a href =" https://github.com/ElaMCB/AI-Prompt-Engineering/blob/main/notebooks/prompt_validator.py " >Prompt Validator</a > - Score prompts 0-100%</li >
49+ <li ><a href =" https://github.com/ElaMCB/AI-Prompt-Engineering/blob/main/notebooks/production_validator.py " >Production Validator</a > - Production testing</li >
50+ <li ><a href =" https://github.com/ElaMCB/AI-Prompt-Engineering/blob/main/notebooks/ab_testing_framework.py " >A/B Testing</a > - Compare prompt versions</li >
51+ <li ><a href =" https://github.com/ElaMCB/AI-Prompt-Engineering/blob/main/notebooks/progress_tracker.py " >Progress Tracker</a > - Track learning</li >
52+ </ul >
53+ </div >
54+
55+ <div class =" feature-card " >
56+ <h3 >Community</h3 >
57+ <ul style =" text-align : left ; padding-left : 1.5rem ;" >
58+ <li ><a href =" CONTRIBUTING.html " >Contributing Guide</a > - How to contribute</li >
59+ <li ><a href =" https://github.com/ElaMCB/AI-Prompt-Engineering " >GitHub Repository</a > - Source code</li >
60+ <li ><a href =" IMPROVEMENTS_SUMMARY.html " >Improvements Summary</a > - Recent enhancements</li >
61+ </ul >
62+ </div >
63+
64+ </div >
4565
4666---
4767
4868## Key Features
4969
50- ### ** Prompt Validator**
51- Score prompts 0-100% using multi-factor weighted scoring:
52- - Clarity (25%)
53- - Specificity (25%)
54- - Context (20%)
55- - Structure (15%)
56- - Examples (15%)
57-
58- ### ** Production Validator**
59- Test prompts for production deployment:
60- - Consistency testing
61- - Robustness with edge cases
62- - Performance monitoring
63- - Automated recommendations
64-
65- ### ** Model-Agnostic LLM Support**
66- Works with multiple providers:
67- - OpenAI (GPT-3.5, GPT-4)
68- - Anthropic (Claude 3)
69- - Ollama (local models)
70-
71- ### ** Interactive Dashboard**
72- Use the Streamlit dashboard for:
73- - Real-time prompt validation
74- - LLM playground
75- - A/B testing interface
76- - Progress tracking
70+ <div class =" features " >
71+
72+ <div class =" feature-card " >
73+ <h3 >Prompt Validator</h3 >
74+ <p >Score prompts 0-100% using multi-factor weighted scoring:</p >
75+ <ul style =" text-align : left ; padding-left : 1.5rem ;" >
76+ <li >Clarity (25%)</li >
77+ <li >Specificity (25%)</li >
78+ <li >Context (20%)</li >
79+ <li >Structure (15%)</li >
80+ <li >Examples (15%)</li >
81+ </ul >
82+ </div >
83+
84+ <div class =" feature-card " >
85+ <h3 >Production Validator</h3 >
86+ <p >Test prompts for production deployment:</p >
87+ <ul style =" text-align : left ; padding-left : 1.5rem ;" >
88+ <li >Consistency testing</li >
89+ <li >Robustness with edge cases</li >
90+ <li >Performance monitoring</li >
91+ <li >Automated recommendations</li >
92+ </ul >
93+ </div >
94+
95+ <div class =" feature-card " >
96+ <h3 >Model-Agnostic LLM Support</h3 >
97+ <p >Works with multiple providers:</p >
98+ <ul style =" text-align : left ; padding-left : 1.5rem ;" >
99+ <li >OpenAI (GPT-3.5, GPT-4)</li >
100+ <li >Anthropic (Claude 3)</li >
101+ <li >Ollama (local models)</li >
102+ </ul >
103+ </div >
104+
105+ <div class =" feature-card " >
106+ <h3 >Interactive Dashboard</h3 >
107+ <p >Use the Streamlit dashboard for:</p >
108+ <ul style =" text-align : left ; padding-left : 1.5rem ;" >
109+ <li >Real-time prompt validation</li >
110+ <li >LLM playground</li >
111+ <li >A/B testing interface</li >
112+ <li >Progress tracking</li >
113+ </ul >
114+ </div >
115+
116+ </div >
77117
78118---
79119
@@ -153,18 +193,10 @@ Use the Streamlit dashboard for:
153193
154194---
155195
156- ## Live Site
157-
158- Your GitHub Pages site: ** https://elamcb.github.io/AI-Prompt-Engineering/ **
159-
160- - Auto-deployed from main branch
161- - Documentation accessible online
162- - Markdown rendering
163- - Easy navigation
164196
165197---
166198
167- ## 📝 License
199+ ## License
168200
169201MIT Licensed • Actively Maintained • Community Contributions Welcome
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