Are we tiny?#

gptme is intended to be small and simple, and focus on doing the right thing in the right way, rather than all the things in all the ways.

The benefits of this approach are many:

  • It is easier to understand and maintain.

  • It is easier to contribute to.

  • It is easier to learn.

  • It is easier to extend.

  • It is more fun to work on.

Being aggressive about keeping things small and simple is a way to keep the project maintainable and fun to work on. The fastest way to kill a project is to make it too big and complex, and suffer burnout as a result.

Another major benefit of keeping things small and simple is that it makes it easier for AI to understand and work with the codebase. This is a major goal of the project, and it is important to keep in mind that the simpler the codebase is, the easier it will be for AI to work with it:

“The simpler your API is, the more effectively the AI can harness it when generating code.”

Kenneth Reitz (and many others)

To that end, in this document we will present some statistics about the current state of the project, trying to be mindful to keep an eye on this page and make sure we are not growing too much.

Startup time#

$ make bench-importtime
...
     261957 |       gptme.tools.mcp_adapter
     269858 |     gptme.chat
     386541 |     gptme.prompts
     673264 |   gptme.cli
     726837 | gptme

real	0m1.613s
user	0m1.424s
sys	0m0.202s
make[2]: Leaving directory '/home/runner/work/gptme/gptme'

Lines of code#

LoC Core#

$ make cloc-core
make[2]: Entering directory '/home/runner/work/gptme/gptme'
cloc gptme/*.py gptme/llm/*.py gptme/util/*.py gptme/tools/__init__.py gptme/tools/base.py --by-file
github.com/AlDanial/cloc v 1.98  T=0.08 s (530.5 files/s, 150361.1 lines/s)
---------------------------------------------------------------------------------
File                                          blank        comment           code
---------------------------------------------------------------------------------
gptme/config.py                                 138            107            500
gptme/setup.py                                  107             55            462
gptme/llm/models.py                              69             52            409
gptme/llm/llm_openai.py                          99             50            407
gptme/util/context.py                           113            171            376
gptme/llm/llm_anthropic.py                       81             61            370
gptme/tools/base.py                              92             81            364
gptme/logmanager.py                              75             62            340
gptme/cli.py                                     53             46            321
gptme/prompts.py                                 84            103            310
gptme/chat.py                                    70             71            309
gptme/commands.py                                79             44            296
gptme/util/cli.py                                82             49            296
gptme/util/prompt.py                             76             98            296
gptme/util/sound.py                              87             86            292
gptme/llm/__init__.py                            68             66            263
gptme/message.py                                 60             65            242
gptme/ncurses.py                                 39              5            238
gptme/util/ask_execute.py                        53             46            203
gptme/tools/__init__.py                          59             37            179
gptme/telemetry.py                               57             32            158
gptme/util/__init__.py                           35             21            154
gptme/llm/llm_openai_models.py                    2             10            142
gptme/codeblock.py                               26             33             92
gptme/llm/utils.py                               37             47             92
gptme/util/export.py                             17             25             86
gptme/util/reduce.py                             24             32             75
gptme/util/generate_name.py                       5              6             69
gptme/init.py                                    20              8             68
gptme/dirs.py                                    27             14             55
gptme/__version__.py                              9              7             45
gptme/util/cost.py                               12             20             43
gptme/util/clipboard.py                           8              2             35
gptme/util/terminal.py                           23             21             34
gptme/wut.py                                     13             12             31
gptme/util/useredit.py                           12             13             21
gptme/util/interrupt.py                          13             14             20
gptme/constants.py                                9             11             15
gptme/__init__.py                                 1              1              8
gptme/__main__.py                                 1              0              3
---------------------------------------------------------------------------------
SUM:                                           1935           1684           7719
---------------------------------------------------------------------------------
make[2]: Leaving directory '/home/runner/work/gptme/gptme'

LoC LLM#

$ make cloc-llm
make[2]: Entering directory '/home/runner/work/gptme/gptme'
cloc gptme/llm/*.py --by-file
github.com/AlDanial/cloc v 1.98  T=0.02 s (305.9 files/s, 118550.9 lines/s)
---------------------------------------------------------------------------------
File                                          blank        comment           code
---------------------------------------------------------------------------------
gptme/llm/models.py                              69             52            409
gptme/llm/llm_openai.py                          99             50            407
gptme/llm/llm_anthropic.py                       81             61            370
gptme/llm/__init__.py                            68             66            263
gptme/llm/llm_openai_models.py                    2             10            142
gptme/llm/utils.py                               37             47             92
---------------------------------------------------------------------------------
SUM:                                            356            286           1683
---------------------------------------------------------------------------------
make[2]: Leaving directory '/home/runner/work/gptme/gptme'

LoC Tools#

$ make cloc-tools
make[2]: Entering directory '/home/runner/work/gptme/gptme'
cloc gptme/tools/*.py --by-file
github.com/AlDanial/cloc v 1.98  T=0.04 s (555.7 files/s, 140050.2 lines/s)
-------------------------------------------------------------------------------------
File                                              blank        comment           code
-------------------------------------------------------------------------------------
gptme/tools/computer.py                             150            218            436
gptme/tools/shell.py                                 97             94            434
gptme/tools/base.py                                  92             81            364
gptme/tools/tts.py                                  103            118            239
gptme/tools/_browser_playwright.py                   75             26            224
gptme/tools/save.py                                  44             43            205
gptme/tools/patch.py                                 46             61            200
gptme/tools/tmux.py                                  54             73            198
gptme/tools/__init__.py                              59             37            179
gptme/tools/morph.py                                 44             55            175
gptme/tools/python.py                                56             49            172
gptme/tools/mcp_adapter.py                           31             23            155
gptme/tools/chats.py                                 43             49            142
gptme/tools/rag.py                                   63             75            141
gptme/tools/subagent.py                              37             29            105
gptme/tools/choice.py                                30             25            103
gptme/tools/_browser_thread.py                       20              3             97
gptme/tools/browser.py                               40             87             86
gptme/tools/_browser_perplexity.py                   19             18             58
gptme/tools/vision.py                                19             12             53
gptme/tools/screenshot.py                            14             12             44
gptme/tools/_browser_lynx.py                          9             13             30
gptme/tools/youtube.py                               10              1             26
gptme/tools/gh.py                                    14             21             16
gptme/tools/read.py                                   6              8             13
-------------------------------------------------------------------------------------
SUM:                                               1175           1231           3895
-------------------------------------------------------------------------------------
make[2]: Leaving directory '/home/runner/work/gptme/gptme'

LoC Server#

$ make cloc-server
make[2]: Entering directory '/home/runner/work/gptme/gptme'
cloc gptme/server --by-file
github.com/AlDanial/cloc v 1.98  T=0.03 s (473.3 files/s, 149221.8 lines/s)
------------------------------------------------------------------------------------------
File                                                   blank        comment           code
------------------------------------------------------------------------------------------
gptme/server/tasks_api.py                                171            110            580
gptme/server/api_v2_sessions.py                          133            109            514
gptme/server/openapi_docs.py                             176            140            455
gptme/server/api.py                                       84             79            338
gptme/server/static/main.js                               35             45            316
gptme/server/api_v2.py                                    59             36            257
gptme/server/server-api-improvements.md                   40              0            202
gptme/server/workspace_api.py                             57             55            170
gptme/server/static/index.html                            11             15            148
gptme/server/static/style.css                             27              4            143
gptme/server/api_v2_agents.py                             32             23            138
gptme/server/static/computer.html                          1              1             90
gptme/server/cli.py                                       19              8             79
gptme/server/api_v2_common.py                             45             23             64
gptme/server/__init__.py                                   2              3              3
gptme/server/__main__.py                                   1              0              3
------------------------------------------------------------------------------------------
SUM:                                                     893            651           3500
------------------------------------------------------------------------------------------
make[2]: Leaving directory '/home/runner/work/gptme/gptme'

LoC Tests#

$ make cloc-tests
make[2]: Entering directory '/home/runner/work/gptme/gptme'
cloc tests --by-file
github.com/AlDanial/cloc v 1.98  T=0.04 s (924.6 files/s, 132338.8 lines/s)
--------------------------------------------------------------------------------------------
File                                                     blank        comment           code
--------------------------------------------------------------------------------------------
tests/test_config.py                                        92            203            386
tests/test_cli.py                                           85             52            319
tests/test_llm_openai.py                                    28              0            244
tests/test_server_v2.py                                     68             33            231
tests/test_llm_anthropic.py                                 26              0            221
tests/conftest.py                                           57             31            183
tests/test_mcp.py                                           33             24            143
tests/test_tool_use.py                                       8             18            132
tests/test_prompt.py                                        35             36            120
tests/test_shell.py                                         35             68            108
tests/test_util_cli.py                                      34             28            106
tests/test_tools_computer.py                                36             27             91
tests/test_tools_patch.py                                   47            111             82
tests/test_server.py                                        26             10             79
tests/test_prompt_tools.py                                   4              4             77
tests/test_server_v2_auto_stepping.py                       17             11             74
tests/test_tools.py                                         44              5             74
tests/test_tools_save.py                                    16             10             65
tests/test_codeblock.py                                     32             61             61
tests/test_tools_tts.py                                     29             37             60
tests/test_context.py                                       18             13             58
tests/test_server_v2_tool_confirmation.py                   16             14             55
tests/test_eval.py                                           8              9             49
tests/test_server_v2_sse.py                                 15             13             49
tests/test-integration.sh                                   22             36             43
tests/test_message.py                                       10             17             39
tests/test_reduce.py                                        10              2             39
tests/test_util.py                                          28             51             37
tests/test_tools_rag.py                                     14              7             35
tests/test_chat.py                                          18             28             34
tests/test_chat_config.py                                    8              7             26
tests/test_tools_python.py                                  19              1             26
tests/test_browser.py                                       14             10             24
tests/test_prompts.py                                        8              4             19
tests/test_logmanager.py                                     8              5             18
tests/test_tools_chats.py                                    2              0             15
tests/test_tools_shell.py                                    9             11             13
tests/test_tools_subagent.py                                 7             10             11
--------------------------------------------------------------------------------------------
SUM:                                                       986           1007           3446
--------------------------------------------------------------------------------------------
make[2]: Leaving directory '/home/runner/work/gptme/gptme'

LoC Eval#

$ make cloc-eval
make[2]: Entering directory '/home/runner/work/gptme/gptme'
cloc gptme/eval/**.py --by-file
github.com/AlDanial/cloc v 1.98  T=0.01 s (594.2 files/s, 78580.1 lines/s)
-------------------------------------------------------------------------------------
File                                   blank        comment           code
-------------------------------------------------------------------------------------
gptme/eval/main.py                        55             22            359
gptme/eval/run.py                         48             32            279
gptme/eval/agents.py                      13              6             60
gptme/eval/execenv.py                     10             14             55
gptme/eval/filestore.py                    5              2             32
gptme/eval/types.py                       13             12             32
gptme/eval/__init__.py                     1              0              4
gptme/eval/__main__.py                     1              0              3
-------------------------------------------------------------------------------------
SUM:                                     146             88            824
-------------------------------------------------------------------------------------
make[2]: Leaving directory '/home/runner/work/gptme/gptme'

LoC Total#

$ make cloc-total
make[2]: Entering directory '/home/runner/work/gptme/gptme'
cloc gptme/setup.py gptme/chat.py gptme/__init__.py gptme/mcp/__init__.py gptme/mcp/client.py gptme/message.py gptme/server/__init__.py gptme/server/api_v2.py gptme/server/cli.py gptme/server/api.py gptme/server/tasks_api.py gptme/server/openapi_docs.py gptme/server/api_v2_common.py gptme/server/api_v2_sessions.py gptme/server/api_v2_agents.py gptme/server/workspace_api.py gptme/server/__main__.py gptme/config.py gptme/codeblock.py gptme/cli.py gptme/constants.py gptme/util/__init__.py gptme/util/generate_name.py gptme/util/context.py gptme/util/interrupt.py gptme/util/cli.py gptme/util/reduce.py gptme/util/sound.py gptme/util/export.py gptme/util/clipboard.py gptme/util/cost.py gptme/util/useredit.py gptme/util/prompt.py gptme/util/ask_execute.py gptme/util/terminal.py gptme/wut.py gptme/llm/__init__.py gptme/llm/llm_openai.py gptme/llm/llm_openai_models.py gptme/llm/utils.py gptme/llm/models.py gptme/llm/llm_anthropic.py gptme/ncurses.py gptme/tools/__init__.py gptme/tools/chats.py gptme/tools/screenshot.py gptme/tools/subagent.py gptme/tools/tts.py gptme/tools/base.py gptme/tools/shell.py gptme/tools/patch.py gptme/tools/python.py gptme/tools/computer.py gptme/tools/read.py gptme/tools/vision.py gptme/tools/browser.py gptme/tools/choice.py gptme/tools/tmux.py gptme/tools/_browser_perplexity.py gptme/tools/morph.py gptme/tools/_browser_playwright.py gptme/tools/youtube.py gptme/tools/gh.py gptme/tools/mcp_adapter.py gptme/tools/_browser_thread.py gptme/tools/rag.py gptme/tools/save.py gptme/tools/_browser_lynx.py gptme/logmanager.py gptme/prompts.py gptme/eval/__init__.py gptme/eval/suites/__init__.py gptme/eval/suites/browser.py gptme/eval/suites/basic.py gptme/eval/suites/init_projects.py gptme/eval/agents.py gptme/eval/execenv.py gptme/eval/main.py gptme/eval/filestore.py gptme/eval/run.py gptme/eval/types.py gptme/eval/__main__.py gptme/telemetry.py gptme/__main__.py gptme/commands.py gptme/init.py gptme/dirs.py gptme/__version__.py tests/test_tools_shell.py tests/test_tools_save.py tests/test_shell.py tests/test_tools_python.py tests/test_tools.py tests/test_chat_config.py tests/test_server.py tests/test_llm_openai.py tests/test_tools_subagent.py tests/test_server_v2_tool_confirmation.py tests/test_codeblock.py tests/test_logmanager.py tests/test_util_cli.py tests/test_mcp.py tests/test_browser.py tests/test_tools_computer.py tests/test_context.py tests/test_server_v2_sse.py tests/test_eval.py tests/test_tools_tts.py tests/test_cli.py tests/test_prompt_tools.py tests/test_chat.py tests/test_tools_rag.py tests/test_server_v2.py tests/test_util.py tests/test_prompt.py tests/test_prompts.py tests/test_tools_patch.py tests/test_llm_anthropic.py tests/test_message.py tests/conftest.py tests/test_config.py tests/test_tools_chats.py tests/test_reduce.py tests/test_tool_use.py tests/test_server_v2_auto_stepping.py scripts/auto_rename_logs.py scripts/gh-pr-view-with-pr-comments.py scripts/shorten_details.py scripts/list_user_messages.py scripts/reduce_context.py scripts/check_rst_formatting.py scripts/treeofthoughts.py scripts/train/collect.py scripts/summarize_project.py scripts/describe_api.py scripts/gpt_todoer.py scripts/convert_convo.py  --by-file
github.com/AlDanial/cloc v 1.98  T=0.19 s (720.9 files/s, 155620.8 lines/s)
--------------------------------------------------------------------------------------------
File                                                     blank        comment           code
--------------------------------------------------------------------------------------------
gptme/server/tasks_api.py                                  171            110            580
gptme/server/api_v2_sessions.py                            133            109            514
gptme/config.py                                            138            107            500
gptme/setup.py                                             107             55            462
gptme/server/openapi_docs.py                               176            140            455
gptme/tools/computer.py                                    150            218            436
gptme/tools/shell.py                                        97             94            434
gptme/llm/models.py                                         69             52            409
gptme/llm/llm_openai.py                                     99             50            407
tests/test_config.py                                        92            203            386
gptme/util/context.py                                      113            171            376
gptme/llm/llm_anthropic.py                                  81             61            370
gptme/tools/base.py                                         92             81            364
gptme/eval/main.py                                          55             22            359
gptme/logmanager.py                                         75             62            340
gptme/server/api.py                                         84             79            338
gptme/cli.py                                                53             46            321
tests/test_cli.py                                           85             52            319
gptme/prompts.py                                            84            103            310
gptme/chat.py                                               70             71            309
scripts/gh-pr-view-with-pr-comments.py                      54             36            297
gptme/commands.py                                           79             44            296
gptme/util/cli.py                                           82             49            296
gptme/util/prompt.py                                        76             98            296
gptme/util/sound.py                                         87             86            292
gptme/eval/run.py                                           48             32            279
gptme/llm/__init__.py                                       68             66            263
gptme/server/api_v2.py                                      59             36            257
tests/test_llm_openai.py                                    28              0            244
gptme/message.py                                            60             65            242
gptme/tools/tts.py                                         103            118            239
gptme/ncurses.py                                            39              5            238
tests/test_server_v2.py                                     68             33            231
gptme/tools/_browser_playwright.py                          75             26            224
tests/test_llm_anthropic.py                                 26              0            221
gptme/tools/save.py                                         44             43            205
gptme/util/ask_execute.py                                   53             46            203
gptme/tools/patch.py                                        46             61            200
gptme/tools/tmux.py                                         54             73            198
tests/conftest.py                                           57             31            183
gptme/tools/__init__.py                                     59             37            179
scripts/reduce_context.py                                   59             72            177
gptme/tools/morph.py                                        44             55            175
gptme/tools/python.py                                       56             49            172
gptme/server/workspace_api.py                               57             55            170
gptme/telemetry.py                                          57             32            158
gptme/tools/mcp_adapter.py                                  31             23            155
gptme/util/__init__.py                                      35             21            154
scripts/check_rst_formatting.py                             41             52            147
tests/test_mcp.py                                           33             24            143
gptme/llm/llm_openai_models.py                               2             10            142
gptme/tools/chats.py                                        43             49            142
gptme/tools/rag.py                                          63             75            141
gptme/server/api_v2_agents.py                               32             23            138
tests/test_tool_use.py                                       8             18            132
tests/test_prompt.py                                        35             36            120
scripts/auto_rename_logs.py                                 33             23            114
tests/test_shell.py                                         35             68            108
scripts/gpt_todoer.py                                       47             25            107
tests/test_util_cli.py                                      34             28            106
gptme/tools/subagent.py                                     37             29            105
gptme/mcp/client.py                                         26              9            104
gptme/tools/choice.py                                       30             25            103
scripts/train/collect.py                                    34             52            103
gptme/tools/_browser_thread.py                              20              3             97
scripts/treeofthoughts.py                                   33             35             97
gptme/codeblock.py                                          26             33             92
gptme/llm/utils.py                                          37             47             92
tests/test_tools_computer.py                                36             27             91
gptme/tools/browser.py                                      40             87             86
gptme/util/export.py                                        17             25             86
tests/test_tools_patch.py                                   47            111             82
scripts/convert_convo.py                                    33             54             81
gptme/server/cli.py                                         19              8             79
tests/test_server.py                                        26             10             79
tests/test_prompt_tools.py                                   4              4             77
gptme/util/reduce.py                                        24             32             75
tests/test_server_v2_auto_stepping.py                       17             11             74
tests/test_tools.py                                         44              5             74
gptme/util/generate_name.py                                  5              6             69
gptme/init.py                                               20              8             68
tests/test_tools_save.py                                    16             10             65
gptme/server/api_v2_common.py                               45             23             64
tests/test_codeblock.py                                     32             61             61
gptme/eval/agents.py                                        13              6             60
tests/test_tools_tts.py                                     29             37             60
gptme/tools/_browser_perplexity.py                          19             18             58
tests/test_context.py                                       18             13             58
gptme/dirs.py                                               27             14             55
gptme/eval/execenv.py                                       10             14             55
gptme/eval/suites/basic.py                                  15              1             55
gptme/eval/suites/init_projects.py                          21              1             55
tests/test_server_v2_tool_confirmation.py                   16             14             55
scripts/describe_api.py                                     28             25             54
gptme/tools/vision.py                                       19             12             53
tests/test_eval.py                                           8              9             49
tests/test_server_v2_sse.py                                 15             13             49
gptme/__version__.py                                         9              7             45
gptme/tools/screenshot.py                                   14             12             44
gptme/util/cost.py                                          12             20             43
tests/test_message.py                                       10             17             39
tests/test_reduce.py                                        10              2             39
tests/test_util.py                                          28             51             37
gptme/util/clipboard.py                                      8              2             35
tests/test_tools_rag.py                                     14              7             35
gptme/util/terminal.py                                      23             21             34
tests/test_chat.py                                          18             28             34
scripts/shorten_details.py                                  11              6             33
gptme/eval/filestore.py                                      5              2             32
gptme/eval/types.py                                         13             12             32
scripts/list_user_messages.py                               10              9             32
gptme/wut.py                                                13             12             31
gptme/tools/_browser_lynx.py                                 9             13             30
gptme/tools/youtube.py                                      10              1             26
scripts/summarize_project.py                                11              1             26
tests/test_chat_config.py                                    8              7             26
tests/test_tools_python.py                                  19              1             26
tests/test_browser.py                                       14             10             24
gptme/util/useredit.py                                      12             13             21
gptme/util/interrupt.py                                     13             14             20
gptme/eval/suites/__init__.py                                3              0             19
tests/test_prompts.py                                        8              4             19
tests/test_logmanager.py                                     8              5             18
gptme/eval/suites/browser.py                                 5              0             16
gptme/tools/gh.py                                           14             21             16
gptme/constants.py                                           9             11             15
tests/test_tools_chats.py                                    2              0             15
gptme/tools/read.py                                          6              8             13
tests/test_tools_shell.py                                    9             11             13
tests/test_tools_subagent.py                                 7             10             11
gptme/__init__.py                                            1              1              8
gptme/eval/__init__.py                                       1              0              4
gptme/__main__.py                                            1              0              3
gptme/eval/__main__.py                                       1              0              3
gptme/server/__init__.py                                     2              3              3
gptme/server/__main__.py                                     1              0              3
gptme/mcp/__init__.py                                        1              0              2
--------------------------------------------------------------------------------------------
SUM:                                                      5313           4843          19418
--------------------------------------------------------------------------------------------
make[2]: Leaving directory '/home/runner/work/gptme/gptme'

Code Metrics#

$ make metrics
make[2]: Entering directory '/home/runner/work/gptme/gptme'
=== Code Metrics Summary ===

Project Overview:
  Files: 141
  Total blocks: 1123
  Average complexity: 4.338379341050757

Most Complex Functions (D+):
  gptme/server/tasks_api.py
      F 357:0 get_git_status - D
  gptme/server/openapi_docs.py
      F 521:0 _convert_to_openapi_nullable - D
  gptme/server/api_v2_sessions.py
      F 171:0 step - D
  gptme/server/api_v2_agents.py
      F 43:0 api_agents_put - D
  gptme/config.py
      F 646:0 setup_config_from_cli - D
      M 528:4 Config.mcp - D
  gptme/cli.py
      F 146:0 main - D
  gptme/util/context.py
      F 575:0 _resource_to_codeblock - D
  gptme/util/ask_execute.py
      F 87:0 ask_execute - D
      F 206:0 execute_with_confirmation - D
  gptme/llm/__init__.py
      F 120:0 _reply_stream - D
  gptme/llm/llm_anthropic.py
      F 173:0 stream - D
  gptme/tools/shell.py
      M 192:4 ShellSession._run - D
  gptme/tools/computer.py
      F 433:0 computer - D
  gptme/tools/tmux.py
      F 150:0 execute_tmux - D
  gptme/eval/main.py
      F 199:0 main - D
  tests/test_config.py
      F 499:0 test_project_config_loaded_from_toml - D
      F 527:0 test_project_config_loaded_from_json - D
  tests/test_server_v2_auto_stepping.py
      F 15:0 test_auto_stepping - D
  scripts/auto_rename_logs.py
      F 30:0 auto_rename_logs - D
  scripts/gh-pr-view-with-pr-comments.py
      M 173:4 PRViewer.get_comments - D
  scripts/check_rst_formatting.py
      F 26:0 check_file - E

Largest Files (>300 SLOC):
   580 gptme/server/tasks_api.py
   562 tests/test_config.py
   514 gptme/server/api_v2_sessions.py
   502 gptme/config.py
   492 gptme/tools/computer.py
   479 gptme/server/openapi_docs.py
   477 gptme/tools/shell.py
   471 gptme/setup.py
   421 gptme/llm/models.py
   416 gptme/util/context.py
   413 gptme/llm/llm_openai.py
   370 gptme/tools/base.py
   370 gptme/llm/llm_anthropic.py
   361 gptme/eval/main.py
   349 gptme/prompts.py
   343 gptme/logmanager.py
   339 gptme/server/api.py
   328 tests/test_cli.py
   327 gptme/cli.py
   316 gptme/util/prompt.py
   309 gptme/chat.py

Most Duplicated Files:
npm warn exec The following package was not found and will be installed: jscpd@4.0.5
Clone found (python):
 - gptme/server/api.py [168:5 - 178:43] (10 lines, 83 tokens)
   gptme/server/api_v2.py [147:5 - 157:4]

Clone found (python):
 - gptme/server/api.py [179:5 - 187:2] (8 lines, 94 tokens)
   gptme/server/api_v2.py [157:5 - 165:2]

Clone found (python):
 - gptme/llm/llm_anthropic.py [177:5 - 191:5] (14 lines, 109 tokens)
   gptme/llm/llm_anthropic.py [127:5 - 141:9]

Clone found (python):
 - gptme/llm/llm_anthropic.py [191:7 - 204:3] (13 lines, 108 tokens)
   gptme/llm/llm_anthropic.py [141:7 - 155:8]

Clone found (python):
 - scripts/generate_sounds.py [165:2 - 173:13] (8 lines, 81 tokens)
   scripts/generate_sounds.py [91:2 - 99:11]

┌────────────┬────────────────┬─────────────┬──────────────┬──────────────┬──────────────────┬───────────────────┐
│ Format     │ Files analyzed │ Total lines │ Total tokens │ Clones found │ Duplicated lines │ Duplicated tokens │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ python     │ 102            │ 25367       │ 173540       │ 5            │ 53 (0.21%)       │ 475 (0.27%)       │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ css        │ 1              │ 173         │ 1045         │ 0            │ 0 (0%)           │ 0 (0%)            │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ javascript │ 1              │ 395         │ 3314         │ 0            │ 0 (0%)           │ 0 (0%)            │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ markup     │ 2              │ 264         │ 2183         │ 0            │ 0 (0%)           │ 0 (0%)            │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ markdown   │ 3              │ 334         │ 2390         │ 0            │ 0 (0%)           │ 0 (0%)            │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ bash       │ 8              │ 313         │ 1491         │ 0            │ 0 (0%)           │ 0 (0%)            │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ url        │ 1              │ 2           │ 16           │ 0            │ 0 (0%)           │ 0 (0%)            │
├────────────┼────────────────┼─────────────┼──────────────┼──────────────┼──────────────────┼───────────────────┤
│ Total:     │ 118            │ 26848       │ 183979       │ 5            │ 53 (0.2%)        │ 475 (0.26%)       │
└────────────┴────────────────┴─────────────┴──────────────┴──────────────┴──────────────────┴───────────────────┘
Found 5 clones.
Detection time:: 1.828s
make[2]: Leaving directory '/home/runner/work/gptme/gptme'

The metrics above show:

  • Project Overview: Basic stats about the codebase size and complexity

  • Complex Functions: Functions rated D+ (high complexity, should be refactored)

  • Large Files: Files over 300 SLOC (should be split into smaller modules)

  • Duplicated Files: Using jscpd to find duplicated code

We should aim to:

  • Keep average complexity below 4.0

  • Have no E-rated functions (extremely complex)

  • Have few D-rated functions (very complex)

  • Keep files under 300 SLOC where possible