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Log for First Time Solves v0.5.0

Agent with Embeddings Results for First Time Live Game

Date Agent Tag Solved Correct Groups Mistakes NYT Difficulty Rating (out of 5) Comments
2024-11-12 v0.5.0 Yes 4 1 2?
2024-11-13 v0.5.0 Yes 4 0 3
2024-11-14 v0.5.0 No 0 4 3 3 of the 4 errors were "one away"
2024-11-15 v0.5.0 No 2 4 3 two "one away" errors, NCPA stuck in repeating previous invalid group
2024-11-16 v0.5.0 No 2 4 5 2 one away mistakes
2024-11-17 v0.5.0 Yes with manual answers to complete 2 2 4 2 one aways mistakes, repeated previous incorrect guess, terminated agent to finish puzzle
2024-11-18 v0.5.0 Yes with manual answers to complete 2 3 1 2 one away mistake, repeated previous incorrect guess, terminated agent to finish puzzle

Transcript

2024-11-12

python src/agent/app_embedvec.py 
Enter 'file' to read words from a file or 'image' to read words from an image: image
Please enter the image file location: data/connection_puzzle_2024_11_12.png
Puzzle Words: ['ram', 'robe', 'clove', 'crab', 'sword', 'speed', 'scales', 'spear', 'bellyache', 'blindfold', 'storage', 'carp', 'stalk', 'grumble', 'resolution', 'floret']

Generating vocabulary for the words...this may take about a minute

Generating embeddings for the definitions

ENTERED EMBEDVEC RECOMMENDATION
(88, 88)
(88, 88)
candidate_lists size: 61

RECOMMENDED WORDS ['bellyache', 'carp', 'crab', 'grumble'] with connection All words relate to complaining or expressing dissatisfaction.
Is the recommendation accepted? (y/g/b/p/n): y
Recommendation ['bellyache', 'carp', 'crab', 'grumble'] is correct

ENTERED EMBEDVEC RECOMMENDATION
(67, 67)
(67, 67)
candidate_lists size: 46

RECOMMENDED WORDS ['clove', 'floret', 'spear', 'stalk'] with connection Connected by a plant theme, focusing on plant parts or structures.
Is the recommendation accepted? (y/g/b/p/n): g
Recommendation ['clove', 'floret', 'spear', 'stalk'] is correct

ENTERED EMBEDVEC RECOMMENDATION
(49, 49)
(49, 49)
candidate_lists size: 25

RECOMMENDED WORDS ['resolution', 'scales', 'speed', 'storage'] with connection All words relate to technical or digital concepts and measurements.
Is the recommendation accepted? (y/g/b/p/n): n
Recommendation ['resolution', 'scales', 'speed', 'storage'] is incorrect
Changing the recommender from 'embedvec_recommender' to 'llm_recommender'

RECOMMENDED WORDS ['blindfold', 'robe', 'scales', 'sword'] with connection Items associated with justice or a judge
Is the recommendation accepted? (y/g/b/p/n): p
Recommendation ['blindfold', 'scales', 'sword', 'robe'] is correct

RECOMMENDED WORDS ['ram', 'resolution', 'speed', 'storage'] with connection Computer Specifications
Is the recommendation accepted? (y/g/b/p/n): b
Recommendation ['ram', 'speed', 'resolution', 'storage'] is correct
SOLVED THE CONNECTION PUZZLE!!!

2024-11-13

python src/agent/app_embedvec.py 
Enter 'file' to read words from a file or 'image' to read words from an image: image
Please enter the image file location: /desktop/Screenshot-2024-11-13-at-04.10.17.png
Puzzle Words: ['mustard', 'wing', 'wednesday', 'worcestershire', 'colonel', 'tartar', 'lemon', 'minion', 'calculus', 'canary', 'addition', 'plaque', 'extension', 'pharaoh', 'cavity', 'annex']

Generating vocabulary for the words...this may take about a minute

Generating embeddings for the definitions

ENTERED EMBEDVEC RECOMMENDATION
(90, 90)
(90, 90)
candidate_lists size: 45

RECOMMENDED WORDS ['calculus', 'cavity', 'plaque', 'tartar'] with connection These words are all related to dental and oral health issues.
Is the recommendation accepted? (y/g/b/p/n): b
Recommendation ['calculus', 'cavity', 'plaque', 'tartar'] is correct

ENTERED EMBEDVEC RECOMMENDATION
(69, 69)
(69, 69)
candidate_lists size: 29

RECOMMENDED WORDS ['addition', 'annex', 'extension', 'wing'] with connection All four words relate to architectural elements or parts of a building that are added to increase space or functionality.
Is the recommendation accepted? (y/g/b/p/n): g
Recommendation ['addition', 'annex', 'extension', 'wing'] is correct

ENTERED EMBEDVEC RECOMMENDATION
(37, 37)
(37, 37)
candidate_lists size: 17

RECOMMENDED WORDS ['canary', 'lemon', 'minion', 'mustard'] with connection These words are connected by the theme of the color yellow.
Is the recommendation accepted? (y/g/b/p/n): y
Recommendation ['canary', 'lemon', 'minion', 'mustard'] is correct

ENTERED EMBEDVEC RECOMMENDATION
(14, 14)
(14, 14)
candidate_lists size: 1

RECOMMENDED WORDS ['colonel', 'pharaoh', 'wednesday', 'worcestershire'] with connection No single theme or concept connects the words; chosen due to highest group metric.
Is the recommendation accepted? (y/g/b/p/n): p
Recommendation ['colonel', 'pharaoh', 'wednesday', 'worcestershire'] is correct
SOLVED THE CONNECTION PUZZLE!!!

2024-11-14

 python src/agent/app_embedvec.py 
Enter 'file' to read words from a file or 'image' to read words from an image: image
Please enter the image file location: /desktop/Screenshot-2024-11-14-at-06.08.24.png
Puzzle Words: ['grain', 'drain', 'total', 'cube', 'syrup', 'shred', 'signature', 'sap', 'jam', 'tax', 'powder', 'rock', 'empty', 'groove', 'tip', 'exhaust']

Generating vocabulary for the words...this may take about a minute

Generating embeddings for the definitions

ENTERED EMBEDVEC RECOMMENDATION
(122, 122)
(122, 122)
candidate_lists size: 83

RECOMMENDED WORDS ['cube', 'grain', 'powder', 'shred'] with connection These words all relate to forms or methods of reducing or processing materials.
Is the recommendation accepted? (y/g/b/p/n): n
Recommendation ['cube', 'grain', 'powder', 'shred'] is incorrect
Changing the recommender from 'embedvec_recommender' to 'llm_recommender'

RECOMMENDED WORDS ['drain', 'groove', 'jam', 'rock'] with connection Music-related terms
Is the recommendation accepted? (y/g/b/p/n): n
Recommendation ['jam', 'groove', 'rock', 'drain'] is incorrect

RECOMMENDED WORDS ['drain', 'jam', 'sap', 'syrup'] with connection Things that can flow
Is the recommendation accepted? (y/g/b/p/n): n
Recommendation ['syrup', 'sap', 'jam', 'drain'] is incorrect

RECOMMENDED WORDS ['grain', 'powder', 'sap', 'syrup'] with connection Substances
Is the recommendation accepted? (y/g/b/p/n): n
Recommendation ['syrup', 'sap', 'powder', 'grain'] is incorrect
FAILED TO SOLVE THE CONNECTION PUZZLE TOO MANY MISTAKES!!!

2024-11-15

python src/agent/app_embedvec.py 
Enter 'file' to read words from a file or 'image' to read words from an image: image
Please enter the image file location: /desktop/Screenshot-2024-11-15-at-05.40.47.png
Puzzle Words: ['pipe', 'phrase', 'jug', 'passage', 'leak', 'letter', 'waste', 'whistle', 'nick', 'crack', 'recorder', 'word', 'hole', 'sands', 'sentence', 'puncture']

Generating vocabulary for the words...this may take about a minute

Generating embeddings for the definitions

ENTERED EMBEDVEC RECOMMENDATION
(117, 117)
(117, 117)
candidate_lists size: 80

RECOMMENDED WORDS ['passage', 'phrase', 'sentence', 'word'] with connection This group is uniquely thematically connected by language and text structure.
Is the recommendation accepted? (y/g/b/p/n): n
Recommendation ['passage', 'phrase', 'sentence', 'word'] is incorrect
Changing the recommender from 'embedvec_recommender' to 'llm_recommender'

RECOMMENDED WORDS ['jug', 'pipe', 'recorder', 'whistle'] with connection Musical instruments or devices that produce sound
Is the recommendation accepted? (y/g/b/p/n): b
Recommendation ['whistle', 'pipe', 'jug', 'recorder'] is correct

RECOMMENDED WORDS ['crack', 'hole', 'leak', 'puncture'] with connection Ways things can be damaged or let things through
Is the recommendation accepted? (y/g/b/p/n): y
Recommendation ['leak', 'hole', 'crack', 'puncture'] is correct

RECOMMENDED WORDS ['letter', 'nick', 'sands', 'waste'] with connection Four-letter words
Is the recommendation accepted? (y/g/b/p/n): n
Recommendation ['nick', 'waste', 'sands', 'letter'] is incorrect

<<<AT THIS POINT NCPA REPEATED PREVIOUS INVALID GUESS, HAD TO MANUALLY SELECT OTHER WORDS ALLOW PROGRESS>>>

RECOMMENDED WORDS ['passage', 'phrase', 'sentence', 'word'] with connection Linguistic components
Is the recommendation accepted? (y/g/b/p/n): n
Recommendation ['passage', 'phrase', 'sentence', 'word'] is incorrect

RECOMMENDED WORDS ['letter', 'nick', 'sands', 'waste'] with connection four-letter words
Is the recommendation accepted? (y/g/b/p/n): n
Recommendation ['nick', 'waste', 'sands', 'letter'] is incorrect
FAILED TO SOLVE THE CONNECTION PUZZLE TOO MANY MISTAKES!!!

2024-11-16

python src/agent/app_embedvec.py 
Enter 'file' to read words from a file or 'image' to read words from an image: image
Please enter the image file location: /desktop/connection_puzzle_2024_11_16.png
Puzzle Words: ['rogue', 'cap', 'gator', 'seal', 'beret', 'wolverine', 'commando', 'figure', 'volunteer', 'derby', 'pillbox', 'cover', 'plug', 'snapback', 'sooner', 'bananas']

Generating vocabulary for the words...this may take about a minute

Generating embeddings for the definitions

ENTERED EMBEDVEC RECOMMENDATION
(103, 103)
(103, 103)
candidate_lists size: 64

RECOMMENDED WORDS ['cap', 'cover', 'plug', 'seal'] with connection These words are connected by the theme of closing or covering an opening or surface.
Is the recommendation accepted? (y/g/b/p/n): y
Recommendation ['cap', 'cover', 'plug', 'seal'] is correct

ENTERED EMBEDVEC RECOMMENDATION
(64, 64)
(64, 64)
candidate_lists size: 39

RECOMMENDED WORDS ['beret', 'derby', 'pillbox', 'snapback'] with connection All four words are types of hats.
Is the recommendation accepted? (y/g/b/p/n): g
Recommendation ['beret', 'derby', 'pillbox', 'snapback'] is correct

ENTERED EMBEDVEC RECOMMENDATION
(46, 46)
(46, 46)
candidate_lists size: 23

RECOMMENDED WORDS ['bananas', 'commando', 'rogue', 'volunteer'] with connection The words have a playful and informal theme, often used to describe unconventional or unexpected behavior or actions.
Is the recommendation accepted? (y/g/b/p/n): n
Recommendation ['bananas', 'commando', 'rogue', 'volunteer'] is incorrect
Changing the recommender from 'embedvec_recommender' to 'llm_recommender'

RECOMMENDED WORDS ['figure', 'gator', 'sooner', 'wolverine'] with connection University sports team mascots
Is the recommendation accepted? (y/g/b/p/n): n
Recommendation ['sooner', 'figure', 'gator', 'wolverine'] is incorrect

RECOMMENDED WORDS ['commando', 'gator', 'rogue', 'wolverine'] with connection Military or Aggressive Themes
Is the recommendation accepted? (y/g/b/p/n): n
Recommendation ['rogue', 'commando', 'wolverine', 'gator'] is incorrect

RECOMMENDED WORDS ['bananas', 'figure', 'sooner', 'volunteer'] with connection Informal terms for people or things
Is the recommendation accepted? (y/g/b/p/n): n
Recommendation ['sooner', 'figure', 'volunteer', 'bananas'] is incorrect
FAILED TO SOLVE THE CONNECTION PUZZLE TOO MANY MISTAKES!!!

2024-11-17

 python src/agent/app_embedvec.py 
Enter 'file' to read words from a file or 'image' to read words from an image: image
Please enter the image file location: data/connection_puzzle_2024_11_17.png
Puzzle Words: ['apology', 'quotation', 'association', 'contraction', 'clingy', 'union', 'possessive', 'slinky', 'proposal', 'snug', 'prayer', 'league', 'guild', 'dubbing', 'foot', 'sleek']

Generating vocabulary for the words...this may take about a minute

Generating embeddings for the definitions

ENTERED EMBEDVEC RECOMMENDATION
(83, 83)
(83, 83)
candidate_lists size: 48

RECOMMENDED WORDS ['association', 'guild', 'league', 'union'] with connection All four words represent types of organizations or groups formed by people for a common purpose or interest.
Is the recommendation accepted? (y/g/b/p/n): y
Recommendation ['association', 'guild', 'league', 'union'] is correct

ENTERED EMBEDVEC RECOMMENDATION
(61, 61)
(61, 61)
candidate_lists size: 33

RECOMMENDED WORDS ['clingy', 'sleek', 'slinky', 'snug'] with connection The words are connected by the theme of clothing or fabric characteristics, specifically how they fit or appear.
Is the recommendation accepted? (y/g/b/p/n): g
Recommendation ['clingy', 'sleek', 'slinky', 'snug'] is correct

ENTERED EMBEDVEC RECOMMENDATION
(45, 45)
(45, 45)
candidate_lists size: 24

RECOMMENDED WORDS ['apology', 'prayer', 'proposal', 'quotation'] with connection These words are connected by the theme of formal communication or expression.
Is the recommendation accepted? (y/g/b/p/n): n
Recommendation ['apology', 'prayer', 'proposal', 'quotation'] is incorrect
Changing the recommender from 'embedvec_recommender' to 'llm_recommender'

RECOMMENDED WORDS ['contraction', 'dubbing', 'foot', 'possessive'] with connection Linguistic terms
Is the recommendation accepted? (y/g/b/p/n): n
Recommendation ['foot', 'dubbing', 'possessive', 'contraction'] is incorrect

RECOMMENDED WORDS ['apology', 'prayer', 'proposal', 'quotation'] with connection Types of speeches or formal statements
Is the recommendation accepted? (y/g/b/p/n): ^CTraceback (most recent call last):
  File "/workspaces/connection_solver/src/agent/app_embedvec.py", line 318, in <module>
    result = app.invoke(initial_state, {"recursion_limit": 50})
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/langgraph/pregel/__init__.py", line 1586, in invoke
    for chunk in self.stream(
  File "/usr/local/lib/python3.11/site-packages/langgraph/pregel/__init__.py", line 1315, in stream
    for _ in runner.tick(
  File "/usr/local/lib/python3.11/site-packages/langgraph/pregel/runner.py", line 56, in tick
    run_with_retry(t, retry_policy)
  File "/usr/local/lib/python3.11/site-packages/langgraph/pregel/retry.py", line 29, in run_with_retry
    task.proc.invoke(task.input, config)
  File "/usr/local/lib/python3.11/site-packages/langgraph/utils/runnable.py", line 410, in invoke
    input = context.run(step.invoke, input, config, **kwargs)
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/langgraph/utils/runnable.py", line 184, in invoke
    ret = context.run(self.func, input, **kwargs)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/workspaces/connection_solver/src/agent/app_embedvec.py", line 164, in apply_recommendation
    found_correct_group = interact_with_user(sorted(state["recommended_words"]), state["recommended_connection"])
                          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/workspaces/connection_solver/src/agent/tools.py", line 151, in interact_with_user
    user_response = input(user_instruction)
                    ^^^^^^^^^^^^^^^^^^^^^^^
KeyboardInterrupt

2024-11-18

python src/agent/app_embedvec.py 
Enter 'file' to read words from a file or 'image' to read words from an image: image
Please enter the image file location: /desktop/connection_puzzle_2024_11_18.png
Puzzle Words: ['domino', 'dryer', 'fiddler', 'ladybug', 'internet', 'horseshoe', 'spider', 'rent', 'hairspray', 'gas', 'dalmatian', 'comb', 'phone', 'hermit', 'rollers', 'die']

Generating vocabulary for the words...this may take about a minute

Generating embeddings for the definitions

ENTERED EMBEDVEC RECOMMENDATION
(89, 89)
(89, 89)
candidate_lists size: 69

RECOMMENDED WORDS ['comb', 'dryer', 'hairspray', 'rollers'] with connection All words relate to hair styling tools or products.
Is the recommendation accepted? (y/g/b/p/n): y
Recommendation ['comb', 'dryer', 'hairspray', 'rollers'] is correct

ENTERED EMBEDVEC RECOMMENDATION
(70, 70)
(70, 70)
candidate_lists size: 48

RECOMMENDED WORDS ['die', 'domino', 'horseshoe', 'ladybug'] with connection These words are connected by the theme of games or gaming elements, each word being associated with a different type of game or gaming component.
Is the recommendation accepted? (y/g/b/p/n): n
Recommendation ['die', 'domino', 'horseshoe', 'ladybug'] is incorrect
Changing the recommender from 'embedvec_recommender' to 'llm_recommender'

RECOMMENDED WORDS ['dalmatian', 'fiddler', 'hermit', 'spider'] with connection types of crabs
Is the recommendation accepted? (y/g/b/p/n): n
Recommendation ['hermit', 'spider', 'fiddler', 'dalmatian'] is incorrect

RECOMMENDED WORDS ['gas', 'internet', 'phone', 'rent'] with connection Monthly bills
Is the recommendation accepted? (y/g/b/p/n): g
Recommendation ['internet', 'rent', 'gas', 'phone'] is correct

RECOMMENDED WORDS ['dalmatian', 'fiddler', 'hermit', 'spider'] with connection types of crabs
Is the recommendation accepted? (y/g/b/p/n): n
Recommendation ['hermit', 'spider', 'fiddler', 'dalmatian'] is incorrect

<<<<<<<<<MANUAL OVERRIDE>>>>>>>>>

RECOMMENDED WORDS ['die', 'domino', 'horseshoe', 'ladybug'] with connection objects with dots
Is the recommendation accepted? (y/g/b/p/n): n
Recommendation ['die', 'domino', 'ladybug', 'horseshoe'] is incorrect
FAILED TO SOLVE THE CONNECTION PUZZLE TOO MANY MISTAKES!!!


FINAL PUZZLE STATE:
{   'found_count': 2,
    'found_yellow': True,
    'invalid_connections': [   ['die', 'domino', 'horseshoe', 'ladybug'],
                               ['hermit', 'spider', 'fiddler', 'dalmatian'],
                               ['hermit', 'spider', 'fiddler', 'dalmatian'],
                               ['die', 'domino', 'ladybug', 'horseshoe']],
    'llm_temperature': 0.7,
    'mistake_count': 4,
    'puzzle_recommender': 'llm_recommender',
    'puzzle_status': 'initialized',
    'puzzle_step': 'puzzle_completed',
    'recommendation_count': 6,
    'recommended_connection': '',
    'recommended_correct': False,
    'recommended_words': [],
    'tool_to_use': 'END',
    'vocabulary_df':       word                                         definition                                          embedding
0   domino  noun: a small rectangular block used in a game...  [-0.004941530060023069, -0.03690853342413902, ...
1   domino  noun: a mask covering the upper part of the fa...  [0.006687359884381294, -0.0017951596528291702,...
2   domino  noun: a costume consisting of a hooded robe an...  [0.002258528955280781, 0.027565332129597664, -...
3   domino  noun: a flat rectangular piece used in the gam...  [-0.0062496112659573555, -0.027894018217921257...
4   domino  noun: a sequence of events where one event tri...  [-0.005767492577433586, -0.0046396274119615555...
..     ...                                                ...                                                ...
84     die         verb: To cease living or to stop existing.  [0.06427039206027985, 0.01502362359315157, -0....
85     die                verb: To lose vitality or strength.  [0.029067249968647957, 0.039251022040843964, -...
86     die              verb: To disappear or fade gradually.  [0.0060878656804561615, 0.014454088173806667, ...
87     die  verb: To experience extreme distress or discom...  [0.024204669520258904, 0.019408902153372765, -...
88     die  verb: To suffer a lack of something, as in 'to...  [-0.0017180006252601743, 0.010351576842367649,...

[70 rows x 3 columns],
    'words_remaining': [   'spider',
                           'fiddler',
                           'die',
                           'hermit',
                           'domino',
                           'dalmatian',
                           'ladybug',
                           'horseshoe'],
    'workflow_instructions': '**Instructions**\n'
                             '\n'
                             'use "setup_puzzle" tool to initialize the puzzle '
                             'if the "puzzle_status" is not initialized.\n'
                             '\n'
                             'if "puzzle_step" is "puzzle_completed" then use '
                             '"END" tool.\n'
                             '\n'
                             'Use the table to select the appropriate tool.\n'
                             '\n'
                             '|puzzle_recommender| puzzle_step | tool |\n'
                             '| --- | --- | --- |\n'
                             '|embedvec_recommender| next_recommendation | '
                             'get_embedvec_recommendation |\n'
                             '|embedvec_recommender| have_recommendation | '
                             'apply_recommendation |\n'
                             '|llm_recommender| next_recommendation | '
                             'get_recommendation |\n'
                             '|llm_recommender| have_recommendation | '
                             'apply_recommendation |\n'
                             '\n'
                             'If no tool is selected, use "ABORT" tool.\n'}