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1-shot-gemini-1.5-flash-exp-0827_results_20240912_183343.log

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+Evaluation Results for model: gemini-1.5-flash-exp-0827
+Timestamp: 20240912_183343
+
+Average Scores:
+bleu: 0.2181
+rouge-1: 0.3400
+rouge-2: 0.2497
+rouge-l: 0.3361
+cosine_similarity: 0.6153
+structural_similarity: 0.3760
+information_retrieval: 0.6100
+code_consistency: 0.1289
+readability: 0.2722
+weighted_score: 0.3540
+
+Detailed Results:
+
+Repository: labelme
+Scores:
+  BLEU: 0.1055
+  ROUGE-1: 0.2299
+  ROUGE-2: 0.0661
+  ROUGE-L: 0.2222
+  Cosine Similarity: 0.6059
+  Structural Similarity: 0.2105
+  Information Retrieval: 1.0000
+  Code Consistency: 0.0351
+  Readability: 0.3534
+  Weighted Score: 0.3872
+
+Repository: gpt-engineer
+Scores:
+  BLEU: 0.9390
+  ROUGE-1: 0.9612
+  ROUGE-2: 0.9542
+  ROUGE-L: 0.9612
+  Cosine Similarity: 0.9955
+  Structural Similarity: 0.8824
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0887
+  Readability: 0.2515
+  Weighted Score: 0.6056
+
+Repository: ChatGLM-6B
+Scores:
+  BLEU: 0.6070
+  ROUGE-1: 0.8000
+  ROUGE-2: 0.7879
+  ROUGE-L: 0.8000
+  Cosine Similarity: 0.9125
+  Structural Similarity: 0.7857
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0825
+  Readability: 0.1903
+  Weighted Score: 0.4447
+
+Repository: SMSBoom
+Scores:
+  BLEU: 0.0660
+  ROUGE-1: 0.1284
+  ROUGE-2: 0.0342
+  ROUGE-L: 0.1284
+  Cosine Similarity: 0.3374
+  Structural Similarity: 0.4773
+  Information Retrieval: 0.4000
+  Code Consistency: 0.1111
+  Readability: 0.4786
+  Weighted Score: 0.2957
+
+Repository: mackup
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0901
+  ROUGE-2: 0.0256
+  ROUGE-L: 0.0901
+  Cosine Similarity: 0.2011
+  Structural Similarity: 0.3846
+  Information Retrieval: 0.8000
+  Code Consistency: 0.1852
+  Readability: 0.3483
+  Weighted Score: 0.3322
+
+Repository: TaskMatrix
+Scores:
+  BLEU: 1.0000
+  ROUGE-1: 1.0000
+  ROUGE-2: 1.0000
+  ROUGE-L: 1.0000
+  Cosine Similarity: 1.0000
+  Structural Similarity: 1.0000
+  Information Retrieval: 0.8000
+  Code Consistency: 0.3247
+  Readability: 0.1425
+  Weighted Score: 0.6534
+
+Repository: Deep-Live-Cam
+Scores:
+  BLEU: 0.9535
+  ROUGE-1: 0.9785
+  ROUGE-2: 0.9667
+  ROUGE-L: 0.9785
+  Cosine Similarity: 0.9914
+  Structural Similarity: 0.8276
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0215
+  Readability: 0.4166
+  Weighted Score: 0.6223
+
+Repository: python-fire
+Scores:
+  BLEU: 0.1193
+  ROUGE-1: 0.2987
+  ROUGE-2: 0.1054
+  ROUGE-L: 0.2873
+  Cosine Similarity: 0.6834
+  Structural Similarity: 0.4167
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0290
+  Readability: 0.4390
+  Weighted Score: 0.3986
+
+Repository: devika
+Scores:
+  BLEU: 0.0327
+  ROUGE-1: 0.2470
+  ROUGE-2: 0.0664
+  ROUGE-L: 0.2254
+  Cosine Similarity: 0.6439
+  Structural Similarity: 0.2941
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0865
+  Readability: 0.2373
+  Weighted Score: 0.2598
+
+Repository: gpt-pilot
+Scores:
+  BLEU: 0.0025
+  ROUGE-1: 0.2052
+  ROUGE-2: 0.0511
+  ROUGE-L: 0.1972
+  Cosine Similarity: 0.5378
+  Structural Similarity: 0.1250
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0277
+  Readability: 0.6725
+  Weighted Score: 0.3017
+
+Repository: Depix
+Scores:
+  BLEU: 0.0433
+  ROUGE-1: 0.2758
+  ROUGE-2: 0.0686
+  ROUGE-L: 0.2726
+  Cosine Similarity: 0.6378
+  Structural Similarity: 0.5455
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0000
+  Readability: 0.4420
+  Weighted Score: 0.3917
+
+Repository: Real-Time-Voice-Cloning
+Scores:
+  BLEU: 0.6419
+  ROUGE-1: 0.8647
+  ROUGE-2: 0.8170
+  ROUGE-L: 0.8647
+  Cosine Similarity: 0.8594
+  Structural Similarity: 0.4737
+  Information Retrieval: 0.2000
+  Code Consistency: 0.0714
+  Readability: 0.3615
+  Weighted Score: 0.4090
+
+Repository: httpx
+Scores:
+  BLEU: 0.1042
+  ROUGE-1: 0.1917
+  ROUGE-2: 0.0565
+  ROUGE-L: 0.1886
+  Cosine Similarity: 0.7172
+  Structural Similarity: 0.3750
+  Information Retrieval: 1.0000
+  Code Consistency: 0.0673
+  Readability: 0.0914
+  Weighted Score: 0.3660
+
+Repository: chatgpt-mirai-qq-bot
+Scores:
+  BLEU: 0.0049
+  ROUGE-1: 0.0905
+  ROUGE-2: 0.0144
+  ROUGE-L: 0.0876
+  Cosine Similarity: 0.6742
+  Structural Similarity: 0.3462
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0136
+  Readability: -0.6027
+  Weighted Score: 0.0711
+
+Repository: gpt-researcher
+Scores:
+  BLEU: 0.0164
+  ROUGE-1: 0.1877
+  ROUGE-2: 0.0686
+  ROUGE-L: 0.1809
+  Cosine Similarity: 0.6425
+  Structural Similarity: 0.1667
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0639
+  Readability: 0.4187
+  Weighted Score: 0.3137
+
+Repository: mkdocs
+Scores:
+  BLEU: 0.1845
+  ROUGE-1: 0.2636
+  ROUGE-2: 0.1106
+  ROUGE-L: 0.2594
+  Cosine Similarity: 0.6949
+  Structural Similarity: 0.5714
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0301
+  Readability: 0.2820
+  Weighted Score: 0.3087
+
+Repository: face_recognition
+Scores:
+  BLEU: 0.9992
+  ROUGE-1: 0.9982
+  ROUGE-2: 0.9970
+  ROUGE-L: 0.9982
+  Cosine Similarity: 1.0000
+  Structural Similarity: 0.9884
+  Information Retrieval: 0.8000
+  Code Consistency: 0.2727
+  Readability: 0.0823
+  Weighted Score: 0.6295
+
+Repository: system-design-primer
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0719
+  ROUGE-2: 0.0135
+  ROUGE-L: 0.0705
+  Cosine Similarity: 0.5259
+  Structural Similarity: 0.0173
+  Information Retrieval: 0.2000
+  Code Consistency: 0.1048
+  Readability: 0.4424
+  Weighted Score: 0.2090
+
+Repository: GPT_API_free
+Scores:
+  BLEU: 0.0343
+  ROUGE-1: 0.0349
+  ROUGE-2: 0.0000
+  ROUGE-L: 0.0349
+  Cosine Similarity: 0.2882
+  Structural Similarity: 0.0250
+  Information Retrieval: 0.6000
+  Code Consistency: 1.0000
+  Readability: 0.4992
+  Weighted Score: 0.4569
+
+Repository: 30-Days-Of-Python
+Scores:
+  BLEU: 0.0051
+  ROUGE-1: 0.1577
+  ROUGE-2: 0.0379
+  ROUGE-L: 0.1535
+  Cosine Similarity: 0.5834
+  Structural Similarity: 0.1000
+  Information Retrieval: 0.2000
+  Code Consistency: 0.6923
+  Readability: 0.4901
+  Weighted Score: 0.3570
+
+Repository: ChatPaper
+Scores:
+  BLEU: 0.0001
+  ROUGE-1: 0.0827
+  ROUGE-2: 0.0227
+  ROUGE-L: 0.0792
+  Cosine Similarity: 0.3356
+  Structural Similarity: 0.0727
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0395
+  Readability: 0.2627
+  Weighted Score: 0.2674
+
+Repository: twint
+Scores:
+  BLEU: 0.0339
+  ROUGE-1: 0.2349
+  ROUGE-2: 0.0656
+  ROUGE-L: 0.2107
+  Cosine Similarity: 0.7163
+  Structural Similarity: 0.3281
+  Information Retrieval: 1.0000
+  Code Consistency: 0.1034
+  Readability: 0.4783
+  Weighted Score: 0.4413
+
+Repository: flask
+Scores:
+  BLEU: 0.5538
+  ROUGE-1: 0.7851
+  ROUGE-2: 0.7495
+  ROUGE-L: 0.7851
+  Cosine Similarity: 0.8439
+  Structural Similarity: 0.5714
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0651
+  Readability: 0.5195
+  Weighted Score: 0.4712
+
+Repository: professional-programming
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0394
+  ROUGE-2: 0.0060
+  ROUGE-L: 0.0379
+  Cosine Similarity: 0.3105
+  Structural Similarity: 0.0564
+  Information Retrieval: 1.0000
+  Code Consistency: 0.0000
+  Readability: 0.2728
+  Weighted Score: 0.2940
+
+Repository: EIPs
+Scores:
+  BLEU: 0.0264
+  ROUGE-1: 0.1065
+  ROUGE-2: 0.0125
+  ROUGE-L: 0.1013
+  Cosine Similarity: 0.3168
+  Structural Similarity: 0.1875
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0947
+  Readability: 0.3178
+  Weighted Score: 0.2629
+
+Repository: grok-1
+Scores:
+  BLEU: 0.9873
+  ROUGE-1: 0.9972
+  ROUGE-2: 0.9774
+  ROUGE-L: 0.9972
+  Cosine Similarity: 1.0000
+  Structural Similarity: 0.6250
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0361
+  Readability: 0.3497
+  Weighted Score: 0.5175
+
+Repository: PyTorch-GAN
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0671
+  ROUGE-2: 0.0115
+  ROUGE-L: 0.0645
+  Cosine Similarity: 0.5027
+  Structural Similarity: 0.0414
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0274
+  Readability: 0.3077
+  Weighted Score: 0.2862
+
+Repository: public-apis
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0172
+  ROUGE-2: 0.0018
+  ROUGE-L: 0.0172
+  Cosine Similarity: 0.1459
+  Structural Similarity: 0.0714
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0000
+  Readability: 0.4593
+  Weighted Score: 0.2348
+
+Repository: hackingtool
+Scores:
+  BLEU: 1.0000
+  ROUGE-1: 1.0000
+  ROUGE-2: 1.0000
+  ROUGE-L: 1.0000
+  Cosine Similarity: 1.0000
+  Structural Similarity: 1.0000
+  Information Retrieval: 0.6000
+  Code Consistency: 0.4118
+  Readability: -0.8108
+  Weighted Score: 0.4402
+
+Repository: cascadia-code
+Scores:
+  BLEU: 0.0794
+  ROUGE-1: 0.1618
+  ROUGE-2: 0.0267
+  ROUGE-L: 0.1553
+  Cosine Similarity: 0.4696
+  Structural Similarity: 0.4091
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0667
+  Readability: 0.2515
+  Weighted Score: 0.2509
+
+Repository: python-cheatsheet
+Scores:
+  BLEU: 0.0161
+  ROUGE-1: 0.3599
+  ROUGE-2: 0.2905
+  ROUGE-L: 0.3599
+  Cosine Similarity: 0.6725
+  Structural Similarity: 0.1445
+  Information Retrieval: 0.4000
+  Code Consistency: 0.1176
+  Readability: 0.5378
+  Weighted Score: 0.3281
+
+Repository: rembg
+Scores:
+  BLEU: 0.0435
+  ROUGE-1: 0.2422
+  ROUGE-2: 0.0669
+  ROUGE-L: 0.2402
+  Cosine Similarity: 0.5827
+  Structural Similarity: 0.4792
+  Information Retrieval: 1.0000
+  Code Consistency: 0.0957
+  Readability: 0.3006
+  Weighted Score: 0.4082
+
+Repository: devops-exercises
+Scores:
+  BLEU: 0.0151
+  ROUGE-1: 0.3865
+  ROUGE-2: 0.3092
+  ROUGE-L: 0.3865
+  Cosine Similarity: 0.8250
+  Structural Similarity: 0.0260
+  Information Retrieval: 0.2000
+  Code Consistency: 0.0833
+  Readability: 0.3832
+  Weighted Score: 0.2560
+
+Repository: AutoEq
+Scores:
+  BLEU: 0.0343
+  ROUGE-1: 0.2434
+  ROUGE-2: 0.0357
+  ROUGE-L: 0.2299
+  Cosine Similarity: 0.4550
+  Structural Similarity: 0.4706
+  Information Retrieval: 1.0000
+  Code Consistency: 0.1102
+  Readability: 0.5043
+  Weighted Score: 0.4359
+
+Repository: MiniGPT-4
+Scores:
+  BLEU: 0.0049
+  ROUGE-1: 0.1601
+  ROUGE-2: 0.0399
+  ROUGE-L: 0.1601
+  Cosine Similarity: 0.4466
+  Structural Similarity: 0.2692
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0354
+  Readability: 0.4891
+  Weighted Score: 0.3090
+
+Repository: python-spider
+Scores:
+  BLEU: 0.0340
+  ROUGE-1: 0.0168
+  ROUGE-2: 0.0000
+  ROUGE-L: 0.0168
+  Cosine Similarity: 0.4402
+  Structural Similarity: 0.4286
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0443
+  Readability: -1.2819
+  Weighted Score: -0.0361
+
+Repository: chatgpt-retrieval-plugin
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.1372
+  ROUGE-2: 0.0344
+  ROUGE-L: 0.1338
+  Cosine Similarity: 0.7049
+  Structural Similarity: 0.0781
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0446
+  Readability: 0.3584
+  Weighted Score: 0.2891
+
+Repository: flux
+Scores:
+  BLEU: 0.0278
+  ROUGE-1: 0.2455
+  ROUGE-2: 0.0541
+  ROUGE-L: 0.2291
+  Cosine Similarity: 0.5979
+  Structural Similarity: 0.3750
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0909
+  Readability: 0.4369
+  Weighted Score: 0.3433
+
+Repository: pyright
+Scores:
+  BLEU: 0.0092
+  ROUGE-1: 0.1627
+  ROUGE-2: 0.0287
+  ROUGE-L: 0.1627
+  Cosine Similarity: 0.2992
+  Structural Similarity: 0.3333
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0000
+  Readability: 0.3016
+  Weighted Score: 0.2163
+
+Repository: system-design-primer
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0778
+  ROUGE-2: 0.0135
+  ROUGE-L: 0.0760
+  Cosine Similarity: 0.4146
+  Structural Similarity: 0.0578
+  Information Retrieval: 0.6000
+  Code Consistency: 0.3790
+  Readability: 0.4146
+  Weighted Score: 0.3316

5-shot-gemini-1.5-flash-exp-0827_results_20240912_180343.log

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+Evaluation Results for model: gemini-1.5-flash-exp-0827
+Timestamp: 20240912_180343
+
+Average Scores:
+bleu: 0.1924
+rouge-1: 0.3231
+rouge-2: 0.2148
+rouge-l: 0.3174
+cosine_similarity: 0.6149
+structural_similarity: 0.3317
+information_retrieval: 0.5950
+code_consistency: 0.1148
+readability: 0.2765
+weighted_score: 0.3397
+
+Detailed Results:
+
+Repository: labelme
+Scores:
+  BLEU: 0.0635
+  ROUGE-1: 0.1931
+  ROUGE-2: 0.0463
+  ROUGE-L: 0.1881
+  Cosine Similarity: 0.4746
+  Structural Similarity: 0.1711
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0383
+  Readability: 0.3534
+  Weighted Score: 0.3236
+
+Repository: gpt-engineer
+Scores:
+  BLEU: 0.9352
+  ROUGE-1: 0.9570
+  ROUGE-2: 0.9326
+  ROUGE-L: 0.9570
+  Cosine Similarity: 0.9946
+  Structural Similarity: 0.8667
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0837
+  Readability: 0.2474
+  Weighted Score: 0.6008
+
+Repository: ChatGLM-6B
+Scores:
+  BLEU: 0.9993
+  ROUGE-1: 0.9995
+  ROUGE-2: 0.9996
+  ROUGE-L: 0.9995
+  Cosine Similarity: 1.0000
+  Structural Similarity: 0.9643
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0928
+  Readability: 0.1168
+  Weighted Score: 0.5982
+
+Repository: SMSBoom
+Scores:
+  BLEU: 0.0491
+  ROUGE-1: 0.1289
+  ROUGE-2: 0.0459
+  ROUGE-L: 0.1250
+  Cosine Similarity: 0.3262
+  Structural Similarity: 0.4348
+  Information Retrieval: 0.4000
+  Code Consistency: 0.2500
+  Readability: 0.8058
+  Weighted Score: 0.3822
+
+Repository: mackup
+Scores:
+  BLEU: 0.0004
+  ROUGE-1: 0.1042
+  ROUGE-2: 0.0313
+  ROUGE-L: 0.1001
+  Cosine Similarity: 0.2565
+  Structural Similarity: 0.3269
+  Information Retrieval: 0.8000
+  Code Consistency: 0.2037
+  Readability: 0.2444
+  Weighted Score: 0.3159
+
+Repository: TaskMatrix
+Scores:
+  BLEU: 0.3552
+  ROUGE-1: 0.4581
+  ROUGE-2: 0.2997
+  ROUGE-L: 0.4430
+  Cosine Similarity: 0.7708
+  Structural Similarity: 0.2500
+  Information Retrieval: 0.8000
+  Code Consistency: 0.2857
+  Readability: 0.1517
+  Weighted Score: 0.4251
+
+Repository: Deep-Live-Cam
+Scores:
+  BLEU: 0.9213
+  ROUGE-1: 0.9424
+  ROUGE-2: 0.9239
+  ROUGE-L: 0.9424
+  Cosine Similarity: 0.9882
+  Structural Similarity: 0.9138
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0215
+  Readability: 0.3422
+  Weighted Score: 0.5687
+
+Repository: python-fire
+Scores:
+  BLEU: 0.0974
+  ROUGE-1: 0.2829
+  ROUGE-2: 0.1057
+  ROUGE-L: 0.2804
+  Cosine Similarity: 0.6319
+  Structural Similarity: 0.1731
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0406
+  Readability: 0.4380
+  Weighted Score: 0.3283
+
+Repository: devika
+Scores:
+  BLEU: 0.0383
+  ROUGE-1: 0.2679
+  ROUGE-2: 0.0705
+  ROUGE-L: 0.2517
+  Cosine Similarity: 0.6788
+  Structural Similarity: 0.3529
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0673
+  Readability: 0.4156
+  Weighted Score: 0.3433
+
+Repository: gpt-pilot
+Scores:
+  BLEU: 0.0557
+  ROUGE-1: 0.2329
+  ROUGE-2: 0.0486
+  ROUGE-L: 0.2213
+  Cosine Similarity: 0.7353
+  Structural Similarity: 0.1875
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0577
+  Readability: 0.4177
+  Weighted Score: 0.3298
+
+Repository: Depix
+Scores:
+  BLEU: 0.0582
+  ROUGE-1: 0.2874
+  ROUGE-2: 0.0643
+  ROUGE-L: 0.2758
+  Cosine Similarity: 0.6785
+  Structural Similarity: 0.4545
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0000
+  Readability: 0.4962
+  Weighted Score: 0.3993
+
+Repository: Real-Time-Voice-Cloning
+Scores:
+  BLEU: 0.1195
+  ROUGE-1: 0.2944
+  ROUGE-2: 0.0867
+  ROUGE-L: 0.2833
+  Cosine Similarity: 0.5330
+  Structural Similarity: 0.4091
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0602
+  Readability: 0.4369
+  Weighted Score: 0.3478
+
+Repository: httpx
+Scores:
+  BLEU: 0.0863
+  ROUGE-1: 0.2033
+  ROUGE-2: 0.0525
+  ROUGE-L: 0.2033
+  Cosine Similarity: 0.6751
+  Structural Similarity: 0.4444
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0826
+  Readability: 0.0332
+  Weighted Score: 0.2791
+
+Repository: chatgpt-mirai-qq-bot
+Scores:
+  BLEU: 0.0086
+  ROUGE-1: 0.1122
+  ROUGE-2: 0.0239
+  ROUGE-L: 0.1094
+  Cosine Similarity: 0.5783
+  Structural Similarity: 0.2692
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0102
+  Readability: 0.1852
+  Weighted Score: 0.2129
+
+Repository: gpt-researcher
+Scores:
+  BLEU: 0.0549
+  ROUGE-1: 0.2141
+  ROUGE-2: 0.0567
+  ROUGE-L: 0.2007
+  Cosine Similarity: 0.7096
+  Structural Similarity: 0.1905
+  Information Retrieval: 1.0000
+  Code Consistency: 0.0685
+  Readability: 0.3300
+  Weighted Score: 0.3910
+
+Repository: mkdocs
+Scores:
+  BLEU: 0.0892
+  ROUGE-1: 0.2163
+  ROUGE-2: 0.0554
+  ROUGE-L: 0.2119
+  Cosine Similarity: 0.7006
+  Structural Similarity: 0.4091
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0384
+  Readability: 0.1087
+  Weighted Score: 0.3255
+
+Repository: face_recognition
+Scores:
+  BLEU: 1.0000
+  ROUGE-1: 1.0000
+  ROUGE-2: 1.0000
+  ROUGE-L: 1.0000
+  Cosine Similarity: 1.0000
+  Structural Similarity: 0.9884
+  Information Retrieval: 0.8000
+  Code Consistency: 0.2727
+  Readability: 0.0823
+  Weighted Score: 0.6298
+
+Repository: system-design-primer
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0743
+  ROUGE-2: 0.0158
+  ROUGE-L: 0.0715
+  Cosine Similarity: 0.4272
+  Structural Similarity: 0.0838
+  Information Retrieval: 0.2000
+  Code Consistency: 0.3387
+  Readability: 0.3432
+  Weighted Score: 0.2329
+
+Repository: GPT_API_free
+Scores:
+  BLEU: 0.0263
+  ROUGE-1: 0.0755
+  ROUGE-2: 0.0000
+  ROUGE-L: 0.0713
+  Cosine Similarity: 0.2814
+  Structural Similarity: 0.2250
+  Information Retrieval: 0.6000
+  Code Consistency: 1.0000
+  Readability: 0.5676
+  Weighted Score: 0.4917
+
+Repository: 30-Days-Of-Python
+Scores:
+  BLEU: 0.0057
+  ROUGE-1: 0.2320
+  ROUGE-2: 0.1159
+  ROUGE-L: 0.2307
+  Cosine Similarity: 0.5209
+  Structural Similarity: 0.1000
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0769
+  Readability: 0.1422
+  Weighted Score: 0.2058
+
+Repository: ChatPaper
+Scores:
+  BLEU: 0.0015
+  ROUGE-1: 0.0669
+  ROUGE-2: 0.0165
+  ROUGE-L: 0.0657
+  Cosine Similarity: 0.5262
+  Structural Similarity: 0.1636
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0658
+  Readability: 0.1679
+  Weighted Score: 0.2009
+
+Repository: twint
+Scores:
+  BLEU: 0.1100
+  ROUGE-1: 0.1984
+  ROUGE-2: 0.0474
+  ROUGE-L: 0.1873
+  Cosine Similarity: 0.6700
+  Structural Similarity: 0.1750
+  Information Retrieval: 1.0000
+  Code Consistency: 0.1207
+  Readability: 0.5747
+  Weighted Score: 0.4491
+
+Repository: flask
+Scores:
+  BLEU: 0.7321
+  ROUGE-1: 0.8896
+  ROUGE-2: 0.8780
+  ROUGE-L: 0.8896
+  Cosine Similarity: 0.9115
+  Structural Similarity: 0.5000
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0621
+  Readability: 0.4441
+  Weighted Score: 0.4842
+
+Repository: professional-programming
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0459
+  ROUGE-2: 0.0063
+  ROUGE-L: 0.0445
+  Cosine Similarity: 0.4232
+  Structural Similarity: 0.0677
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0000
+  Readability: 0.2393
+  Weighted Score: 0.2602
+
+Repository: EIPs
+Scores:
+  BLEU: 0.0094
+  ROUGE-1: 0.1690
+  ROUGE-2: 0.0245
+  ROUGE-L: 0.1572
+  Cosine Similarity: 0.2332
+  Structural Similarity: 0.5000
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0237
+  Readability: 0.4197
+  Weighted Score: 0.2947
+
+Repository: grok-1
+Scores:
+  BLEU: 0.7739
+  ROUGE-1: 0.8618
+  ROUGE-2: 0.7638
+  ROUGE-L: 0.8564
+  Cosine Similarity: 0.9594
+  Structural Similarity: 0.2857
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0361
+  Readability: 0.3781
+  Weighted Score: 0.4475
+
+Repository: PyTorch-GAN
+Scores:
+  BLEU: 0.0010
+  ROUGE-1: 0.2089
+  ROUGE-2: 0.0686
+  ROUGE-L: 0.1924
+  Cosine Similarity: 0.7472
+  Structural Similarity: 0.1391
+  Information Retrieval: 0.2000
+  Code Consistency: 0.0274
+  Readability: 0.1212
+  Weighted Score: 0.1741
+
+Repository: public-apis
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0227
+  ROUGE-2: 0.0034
+  ROUGE-L: 0.0227
+  Cosine Similarity: 0.1893
+  Structural Similarity: 0.0804
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0000
+  Readability: 0.5266
+  Weighted Score: 0.2139
+
+Repository: hackingtool
+Scores:
+  BLEU: 0.8202
+  ROUGE-1: 0.9394
+  ROUGE-2: 0.8722
+  ROUGE-L: 0.9394
+  Cosine Similarity: 0.9835
+  Structural Similarity: 0.6961
+  Information Retrieval: 0.4000
+  Code Consistency: 0.4064
+  Readability: -0.6325
+  Weighted Score: 0.3765
+
+Repository: cascadia-code
+Scores:
+  BLEU: 0.0193
+  ROUGE-1: 0.1635
+  ROUGE-2: 0.0328
+  ROUGE-L: 0.1538
+  Cosine Similarity: 0.1959
+  Structural Similarity: 0.0423
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0667
+  Readability: 0.6816
+  Weighted Score: 0.2671
+
+Repository: python-cheatsheet
+Scores:
+  BLEU: 0.0163
+  ROUGE-1: 0.3616
+  ROUGE-2: 0.2957
+  ROUGE-L: 0.3614
+  Cosine Similarity: 0.6738
+  Structural Similarity: 0.1066
+  Information Retrieval: 0.4000
+  Code Consistency: 0.1176
+  Readability: 0.5368
+  Weighted Score: 0.3245
+
+Repository: rembg
+Scores:
+  BLEU: 0.0175
+  ROUGE-1: 0.1834
+  ROUGE-2: 0.0543
+  ROUGE-L: 0.1790
+  Cosine Similarity: 0.6081
+  Structural Similarity: 0.4000
+  Information Retrieval: 1.0000
+  Code Consistency: 0.1043
+  Readability: -0.0034
+  Weighted Score: 0.3367
+
+Repository: devops-exercises
+Scores:
+  BLEU: 0.0151
+  ROUGE-1: 0.3865
+  ROUGE-2: 0.3092
+  ROUGE-L: 0.3865
+  Cosine Similarity: 0.8250
+  Structural Similarity: 0.0260
+  Information Retrieval: 0.2000
+  Code Consistency: 0.0833
+  Readability: 0.3832
+  Weighted Score: 0.2560
+
+Repository: AutoEq
+Scores:
+  BLEU: 0.0297
+  ROUGE-1: 0.2288
+  ROUGE-2: 0.0500
+  ROUGE-L: 0.2153
+  Cosine Similarity: 0.4875
+  Structural Similarity: 0.0714
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0805
+  Readability: 0.4075
+  Weighted Score: 0.2930
+
+Repository: MiniGPT-4
+Scores:
+  BLEU: 0.0603
+  ROUGE-1: 0.2175
+  ROUGE-2: 0.0582
+  ROUGE-L: 0.2058
+  Cosine Similarity: 0.6299
+  Structural Similarity: 0.5667
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0420
+  Readability: 0.2789
+  Weighted Score: 0.3660
+
+Repository: python-spider
+Scores:
+  BLEU: 0.0341
+  ROUGE-1: 0.0166
+  ROUGE-2: 0.0011
+  ROUGE-L: 0.0166
+  Cosine Similarity: 0.4357
+  Structural Similarity: 0.3571
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0443
+  Readability: -1.2809
+  Weighted Score: -0.0435
+
+Repository: chatgpt-retrieval-plugin
+Scores:
+  BLEU: 0.0001
+  ROUGE-1: 0.1851
+  ROUGE-2: 0.0515
+  ROUGE-L: 0.1810
+  Cosine Similarity: 0.7750
+  Structural Similarity: 0.0859
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0573
+  Readability: 0.4126
+  Weighted Score: 0.3540
+
+Repository: flux
+Scores:
+  BLEU: 0.0831
+  ROUGE-1: 0.2567
+  ROUGE-2: 0.0599
+  ROUGE-L: 0.2388
+  Cosine Similarity: 0.6379
+  Structural Similarity: 0.4375
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0606
+  Readability: 0.5412
+  Weighted Score: 0.4148
+
+Repository: pyright
+Scores:
+  BLEU: 0.0082
+  ROUGE-1: 0.1824
+  ROUGE-2: 0.0124
+  ROUGE-L: 0.1763
+  Cosine Similarity: 0.3494
+  Structural Similarity: 0.3333
+  Information Retrieval: 0.4000
+  Code Consistency: 0.0000
+  Readability: 0.4207
+  Weighted Score: 0.2457
+
+Repository: system-design-primer
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0616
+  ROUGE-2: 0.0119
+  ROUGE-L: 0.0588
+  Cosine Similarity: 0.3735
+  Structural Similarity: 0.0202
+  Information Retrieval: 0.2000
+  Code Consistency: 0.1048
+  Readability: 0.1862
+  Weighted Score: 0.1420