Update OpenAI_README.txt
Browse files- OpenAI_README.txt +21 -47
OpenAI_README.txt
CHANGED
|
@@ -1,73 +1,47 @@
|
|
| 1 |
-
# OpenAI Embedding Originality Analyzer
|
| 2 |
|
| 3 |
-
Compare the originality of two text passages using OpenAI's text-embedding-3-large model.
|
| 4 |
|
| 5 |
-
#
|
| 6 |
|
| 7 |
-
- **sem_div (50%)**: Semantic diversity -
|
| 8 |
-
- **lex_div (50%)**: Lexical diversity -
|
| 9 |
-
- **Originality Score**:
|
| 10 |
|
| 11 |
-
#
|
| 12 |
|
| 13 |
- Python 3.8+
|
| 14 |
-
- OpenAI API Key (https://
|
| 15 |
|
| 16 |
-
#
|
| 17 |
|
| 18 |
-
|
| 19 |
-
|
| 20 |
-
|
| 21 |
-
|
| 22 |
-
|
| 23 |
-
|
| 24 |
-
|
| 25 |
-
|
| 26 |
-
|
| 27 |
-
|
| 28 |
-
2. Run in command prompt:
|
| 29 |
-
```
|
| 30 |
-
python OpenAI_Originality_GUI.py
|
| 31 |
-
```
|
| 32 |
-
|
| 33 |
-
3. Browser opens automatically (or go to http://127.0.0.1:7860)
|
| 34 |
-
|
| 35 |
-
4. Enter:
|
| 36 |
-
- OpenAI API Key (sk-...)
|
| 37 |
-
- Passage A (first paragraph)
|
| 38 |
-
- Passage B (second paragraph)
|
| 39 |
|
| 40 |
5. Click Submit
|
| 41 |
|
| 42 |
-
6. View results
|
| 43 |
|
| 44 |
-
## Interpretation
|
| 45 |
|
| 46 |
-
|
|
|
|
| 47 |
|------------|----------|
|
| 48 |
| < 5% | Similar |
|
| 49 |
| 5% - 10% | Some difference |
|
| 50 |
| 10% - 15% | Significant difference |
|
| 51 |
| > 15% | Clear difference |
|
| 52 |
|
| 53 |
-
#
|
| 54 |
|
| 55 |
- Model: text-embedding-3-large
|
| 56 |
- Embedding dimension: 3072
|
| 57 |
- Provider: OpenAI
|
| 58 |
|
| 59 |
-
## Notes
|
| 60 |
-
|
| 61 |
-
- API costs apply (check OpenAI pricing)
|
| 62 |
-
- Threshold values are empirically derived from pilot testing
|
| 63 |
-
- Scores are relative comparisons, not absolute measures
|
| 64 |
-
|
| 65 |
-
## License
|
| 66 |
-
|
| 67 |
-
Apache-2.0
|
| 68 |
|
| 69 |
-
##
|
| 70 |
|
| 71 |
-
If you use this tool, please acknowledge:
|
| 72 |
-
- OpenAI text-embedding-3-large model
|
| 73 |
-
- NLTK for tokenization
|
|
|
|
|
|
|
| 1 |
|
|
|
|
| 2 |
|
| 3 |
+
# Metrics
|
| 4 |
|
| 5 |
+
- **sem_div (50%)**: Semantic diversity - cosine distance between sentence embeddings
|
| 6 |
+
- **lex_div (50%)**: Lexical diversity - variety of word choice
|
| 7 |
+
- **Originality Score**:
|
| 8 |
|
| 9 |
+
# Requirements
|
| 10 |
|
| 11 |
- Python 3.8+
|
| 12 |
+
- OpenAI API Key: (https://openai.com/ko-KR/index/openai-api/)
|
| 13 |
|
| 14 |
+
# Run sequence
|
| 15 |
|
| 16 |
+
1. Download OpenAI_Originality_GUI.py
|
| 17 |
+
2. In Command Prompt, type pip install gradio openai numpy nltk and press Enter.
|
| 18 |
+
3. In Command Prompt, navigate to the folder where OpenAI_Originality_GUI.py is saved.
|
| 19 |
+
4. Type python OpenAI_Originality_GUI.py and press Enter.
|
| 20 |
+
5. A browser opens automatically (or go to the URL shown in the terminal).
|
| 21 |
+
|
| 22 |
+
6. (On the Web UI)
|
| 23 |
+
- Enter the OpenAI API Key
|
| 24 |
+
- Input Passage A
|
| 25 |
+
- Input Passage B
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 26 |
|
| 27 |
5. Click Submit
|
| 28 |
|
|
|
|
| 29 |
|
|
|
|
| 30 |
|
| 31 |
+
# Interpretation
|
| 32 |
+
|
| 33 |
|------------|----------|
|
| 34 |
| < 5% | Similar |
|
| 35 |
| 5% - 10% | Some difference |
|
| 36 |
| 10% - 15% | Significant difference |
|
| 37 |
| > 15% | Clear difference |
|
| 38 |
|
| 39 |
+
# Model Information
|
| 40 |
|
| 41 |
- Model: text-embedding-3-large
|
| 42 |
- Embedding dimension: 3072
|
| 43 |
- Provider: OpenAI
|
| 44 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 45 |
|
| 46 |
+
## License: Apache-2.0
|
| 47 |
|
|
|
|
|
|
|
|
|