kwabs22 commited on
Commit
c774bb6
·
1 Parent(s): 62da353

Adjective Comparison Workflow?

Browse files
Files changed (2) hide show
  1. app.py +32 -21
  2. relatively_constant_variables.py +29 -0
app.py CHANGED
@@ -781,6 +781,8 @@ def LinPEWFformat_prompt(current_prompt, prev_messages):
781
 
782
  with gr.Blocks() as demo:
783
  with gr.Accordion("Config and Asset Assistance - Click to open", open=False):
 
 
784
  with gr.Accordion("Guidance / Themes to consider before you attempt config (Currently Qwen 0.5B)", open=False):
785
  gr.HTML("Copy paste any old config to llm and ask to remix is the easiest <br>To bake 'Moral of the story' in you have to be very deliberate")
786
  gr.HTML("UI can be media and all items can have media")
@@ -856,6 +858,8 @@ with gr.Blocks() as demo:
856
  inputs=[llmguide_prompt, llmguide_stream_checkbox],
857
  outputs=[llmguide_output, llmguide_tokens_per_second],
858
  )
 
 
859
 
860
  with gr.Accordion("New Config Proto Assist - Trying to abstract the process into one worflow is beyond me so multiple paths to goal (config) is the aim now", open=False):
861
  with gr.Tab("Linear - Player List to Empty Config with Edit support"):
@@ -897,6 +901,9 @@ with gr.Blocks() as demo:
897
 
898
  generate_button.click(generate_story_and_timeline, inputs=[generate_no_story_timeline_points, generate_no_ui_timeline_points, timeline_num_lists_slider, timeline_items_per_list_slider, timeline_include_existing_games, timeline_include_multiplayer], outputs=[timeline_output_with_assets, story_output, game_structure_output_text_with_media, timeline_output_text, timeline_selected_lists_text]) #, generate_no_media_timeline_points, generate_with_media_check], outputs=[timeline_output_with_assets, timeline_output, story_output, game_structure_output_text_with_media, game_structure_output_text])
899
 
 
 
 
900
  with gr.Tab("Linear - Prompt Engineering as basis for ideation process"):
901
  gr.HTML("Current Assited workflow idea - Story timeline events suggestions (LLM / Premade List) | Merging events with premade mermaid structures (LLM + Story Text + Mermaid Text) | Edit mermaid till satisfied (LLM + Story Text) | Ask LLM to convert to config (LLM + JSON Text) | Edit config (LLM / User with format assistance or not) | Playtest and go back to mermaaid or config if there are problems")
902
  gr.HTML("Interactive movie (UI interaction or no progress) vs Branching Paths (Maze)")
@@ -931,7 +938,6 @@ with gr.Blocks() as demo:
931
 
932
  LinPEWFprevious_messages.append(item)
933
 
934
-
935
  #with gr.Accordion("Decisions / Timeline Creation to Story to Config Conversation", open=False):
936
  with gr.Tab("Branching - Decisions / Timeline Creation to Story to Config Conversation"):
937
  gr.HTML("Structures for interesting timeline progression")
@@ -947,6 +953,7 @@ with gr.Blocks() as demo:
947
  with gr.Tab("Branching - Network analysis to Game config"):
948
  gr.HTML("Placeholder for analysing multiple stories for their network structures and creating general rules for a strucutre generator based of named entity recognition and bias to locations or people - The extreme long way")
949
 
 
950
  with gr.Accordion("Existing Config Crafting Progression - click to open", open=False):
951
  with gr.Accordion("Test for config to gradio components order - ignore for now", open=False ):
952
  gr.HTML("Placeholder for changing the render below to the one above for new config but with the ability to upload files aka the media field should be file uploader / dropdowns for all files that have been uploaded")
@@ -996,20 +1003,10 @@ Creating more diverse paths through the game""")
996
  """ + display_tipsupdatedconfigatbeinningofthisspace + """
997
  </div>
998
  </div>""")
999
-
1000
-
1001
-
1002
 
1003
  with gr.Row():
1004
  with gr.Column(scale=1):
1005
- gr.HTML("""<div style="width: 100%; text-align: center">Main ideas for this space is (June 2024) (Custom component planning?):</div>
1006
- <div style="display: flex; justify-content: center; margin-bottom: 20px; align-items: center;">
1007
- <div style="width: 20%; text-align: center">We can generate almost any media data and more </div>
1008
- <div style="width: 20%; text-align: center">A program exist around data </div>
1009
- <div style="width: 20%; text-align: center">Time moves in a straight so all considerations are flattend by the nature of time </div>
1010
- <div style="width: 20%; text-align: center">llms good at short questions </div>
1011
- <div style="width: 20%; text-align: center">HF + Gradio allows for api use so this my prototype tool for tool use test</div>
1012
- </div>""")
1013
  with gr.Accordion("Temporary Asset Management Assist - click to open", open=False):
1014
  gr.HTML("Make Files and Text ideas for the field and paste <br>When Space is restarted it will clear - zip export and import will be added later")
1015
  with gr.Accordion("Upload Files for config"):
@@ -1193,15 +1190,19 @@ Creating more diverse paths through the game""")
1193
 
1194
 
1195
  with gr.Tab("Asset Generation Considerations"):
1196
- with gr.Row():
1197
- gr.HTML("Licenses for the spaces still to be evaluated - June 2024 <br> Users to follow with cool spaces - <br>https://huggingface.co/osanseviero - https://huggingface.co/spaces/osanseviero/TheMLGame <br>https://huggingface.co/jbilcke-hf <br>https://huggingface.co/dylanebert <br>https://huggingface.co/fffiloni <br>https://huggingface.co/artificialguybr <br>https://huggingface.co/radames <br>https://huggingface.co/multimodalart, ")
1198
- gr.HTML("Some Youtube Channels to keep up with updates <br><br>https://www.youtube.com/@lev-selector <br>https://www.youtube.com/@fahdmirza/videos")
 
 
 
1199
  gr.HTML("Whole game engine in a space? - https://huggingface.co/spaces/thomwolf/test_godot_editor <br><br> https://huggingface.co/godot-demo https://huggingface.co/spaces/thomwolf/test_godot")
1200
  with gr.Tab("Text-based"):
1201
  gr.HTML("Some Benchmark Leaderboards - https://huggingface.co/spaces/allenai/ZebraLogic | https://huggingface.co/spaces/allenai/WildBench")
1202
  with gr.Accordion("LLM HF Spaces/Sites (Click Here to Open) - Ask for a story and suggestions based on the autoconfig", open=False):
1203
  with gr.Row():
1204
- linktochat = gr.Dropdown(choices=["--Multiple Models--", "https://labs.perplexity.ai/", "https://chat.lmsys.org", "https://sdk.vercel.ai/docs", "https://cyzgab-catch-me-if-you-can.hf.space",
 
1205
  "--70B and above--", "https://qwen-qwen-max-0428.hf.space", "https://cohereforai-c4ai-command-r-plus.hf.space", "https://qwen-qwen1-5-110b-chat-demo.hf.space", "https://snowflake-snowflake-arctic-st-demo.hf.space", "https://databricks-dbrx-instruct.hf.space", "https://qwen-qwen1-5-72b-chat.hf.space",
1206
  "--20B and above--", "https://gokaygokay-gemma-2-llamacpp.hf.space", "https://01-ai-yi-34b-chat.hf.space", "https://cohereforai-c4ai-command-r-v01.hf.space", "https://ehristoforu-mixtral-46-7b-chat.hf.space", "https://mosaicml-mpt-30b-chat.hf.space",
1207
  "--7B and above--", "https://vilarin-mistral-nemo.hf.space", "https://ysharma-chat-with-meta-llama3-8b.hf.space", "https://qwen-qwen1-5-moe-a2-7b-chat-demo.hf.space", "https://deepseek-ai-deepseek-coder-7b-instruct.hf.space", "https://osanseviero-mistral-super-fast.hf.space", "https://artificialguybr-qwen-14b-chat-demo.hf.space", "https://huggingface-projects-llama-2-7b-chat.hf.space",
@@ -1328,10 +1329,6 @@ Creating more diverse paths through the game""")
1328
  gr.HTML("Placeholder for huggingface spaces that can assist - https://huggingface.co/spaces/EPFL-VILAB/4M, https://huggingface.co/spaces/EPFL-VILAB/MultiMAE ")
1329
  gr.HTML("Placeholder for models small enough to run on cpu here in this space that can assist")
1330
 
1331
- with gr.Tab("Demos on Social Media for inspiration"):
1332
- gr.HTML("Social media that shows possiblities")
1333
- gr.HTML("https://www.reddit.com/r/aivideo/ https://www.reddit.com/r/StableDiffusion/ https://www.reddit.com/r/midjourney/ https://x.com/blizaine")
1334
-
1335
  with gr.Tab("Basic Game Engine Mechanics"):
1336
  gr.HTML("Placeholder for explanations of Player and Game Session")
1337
  with gr.Tab("LLM play testing"):
@@ -1434,7 +1431,8 @@ Creating more diverse paths through the game""")
1434
  with gr.Tab("State management through huggingface?"):
1435
  gr.HTML("Huggingface as the login provider? - https://huggingface.co/docs/hub/en/spaces-oauth https://huggingface.co/docs/hub/en/oauth, persistent storage - https://huggingface.co/docs/hub/en/spaces-storage")
1436
  with gr.Tab("Finetuning options"):
1437
- gr.HTML("Unsloth and Colab? - https://huggingface.co/unsloth <br>Mistral Nemo Base - https://huggingface.co/unsloth/Mistral-Nemo-Base-2407 - https://colab.research.google.com/drive/17d3U-CAIwzmbDRqbZ9NnpHxCkmXB6LZ0?usp=sharing <br>Llama 3 8B https://huggingface.co/unsloth/llama-3-8b-Instruct-bnb-4bit")
 
1438
  gr.HTML("Price - https://openpipe.ai/pricing")
1439
  with gr.Tab("Backend and/or Hosting?"):
1440
  gr.HTML("Deployemnt options - https://huggingface.co/SpacesExamples", "https://huggingface.co/templates")
@@ -1442,6 +1440,18 @@ Creating more diverse paths through the game""")
1442
  gr.HTML("GPU (Data privacy) = No Rate limits? - https://replicate.com/pricing, https://lambdalabs.com/service/gpu-cloud https://huggingface.co/pricing#endpoints https://tensordock.com/cloud-gpus", "https://massedcompute.com/home/pricing/" )
1443
  gr.HTML("Speed - Groq, SambaNova, https://www.etched.com/announcing-etched ")
1444
  gr.HTML("Price - Coding - https://aider.chat/docs/leaderboards/ - https://www.deepseek.com/ 0.3 per million - is this per token or chinese character as that means converting code to chinese if possible can save api cost?")
 
 
 
 
 
 
 
 
 
 
 
 
1445
  with gr.Tab("Asset loading test"):
1446
  gr.HTML("SDXL (linoyts/scribble-sdxl-flash), SVD and Stable Audio used for the test assets (For commercial use need a licence) <br>testmedia/")
1447
  with gr.Row():
@@ -1449,5 +1459,6 @@ Creating more diverse paths through the game""")
1449
  gr.Video(value="testmedia/SVD - random squiggles as roads video 004484.mp4")
1450
  gr.Audio(value="testmedia/Stable Audio - Raindrops, output.wav")
1451
  gr.HTML(TestmedialoadinHTML) # imported from relatively_constant_variables
 
1452
 
1453
  demo.queue().launch()
 
781
 
782
  with gr.Blocks() as demo:
783
  with gr.Accordion("Config and Asset Assistance - Click to open", open=False):
784
+ with gr.Accordion("Main problem to solve - Concept combination / integration"):
785
+ gr.Textbox(Adjectivebasedcombinationideatexts, lines=10)
786
  with gr.Accordion("Guidance / Themes to consider before you attempt config (Currently Qwen 0.5B)", open=False):
787
  gr.HTML("Copy paste any old config to llm and ask to remix is the easiest <br>To bake 'Moral of the story' in you have to be very deliberate")
788
  gr.HTML("UI can be media and all items can have media")
 
858
  inputs=[llmguide_prompt, llmguide_stream_checkbox],
859
  outputs=[llmguide_output, llmguide_tokens_per_second],
860
  )
861
+ with gr.Tab("Themes and Topics"):
862
+ gr.HTML("https://en.wikipedia.org/wiki/History#Periods")
863
 
864
  with gr.Accordion("New Config Proto Assist - Trying to abstract the process into one worflow is beyond me so multiple paths to goal (config) is the aim now", open=False):
865
  with gr.Tab("Linear - Player List to Empty Config with Edit support"):
 
901
 
902
  generate_button.click(generate_story_and_timeline, inputs=[generate_no_story_timeline_points, generate_no_ui_timeline_points, timeline_num_lists_slider, timeline_items_per_list_slider, timeline_include_existing_games, timeline_include_multiplayer], outputs=[timeline_output_with_assets, story_output, game_structure_output_text_with_media, timeline_output_text, timeline_selected_lists_text]) #, generate_no_media_timeline_points, generate_with_media_check], outputs=[timeline_output_with_assets, timeline_output, story_output, game_structure_output_text_with_media, game_structure_output_text])
903
 
904
+ with gr.Tab("Linear - Machine Leaning Architectures as game maps"):
905
+ gr.HTML("Transformers, SSMs, Image and Video Generation Architectures, GANs, RNNS, etc.")
906
+
907
  with gr.Tab("Linear - Prompt Engineering as basis for ideation process"):
908
  gr.HTML("Current Assited workflow idea - Story timeline events suggestions (LLM / Premade List) | Merging events with premade mermaid structures (LLM + Story Text + Mermaid Text) | Edit mermaid till satisfied (LLM + Story Text) | Ask LLM to convert to config (LLM + JSON Text) | Edit config (LLM / User with format assistance or not) | Playtest and go back to mermaaid or config if there are problems")
909
  gr.HTML("Interactive movie (UI interaction or no progress) vs Branching Paths (Maze)")
 
938
 
939
  LinPEWFprevious_messages.append(item)
940
 
 
941
  #with gr.Accordion("Decisions / Timeline Creation to Story to Config Conversation", open=False):
942
  with gr.Tab("Branching - Decisions / Timeline Creation to Story to Config Conversation"):
943
  gr.HTML("Structures for interesting timeline progression")
 
953
  with gr.Tab("Branching - Network analysis to Game config"):
954
  gr.HTML("Placeholder for analysing multiple stories for their network structures and creating general rules for a strucutre generator based of named entity recognition and bias to locations or people - The extreme long way")
955
 
956
+
957
  with gr.Accordion("Existing Config Crafting Progression - click to open", open=False):
958
  with gr.Accordion("Test for config to gradio components order - ignore for now", open=False ):
959
  gr.HTML("Placeholder for changing the render below to the one above for new config but with the ability to upload files aka the media field should be file uploader / dropdowns for all files that have been uploaded")
 
1003
  """ + display_tipsupdatedconfigatbeinningofthisspace + """
1004
  </div>
1005
  </div>""")
 
 
 
1006
 
1007
  with gr.Row():
1008
  with gr.Column(scale=1):
1009
+ gr.HTML("""Main End Goal is Rapid prototypes for education and training purposes eg. Degree of the future is game score <br><div style="width: 100%; text-align: center">A way to prototype basic non-3D parts of a game while trying to understand where models can streamline workflow</div>""")
 
 
 
 
 
 
 
1010
  with gr.Accordion("Temporary Asset Management Assist - click to open", open=False):
1011
  gr.HTML("Make Files and Text ideas for the field and paste <br>When Space is restarted it will clear - zip export and import will be added later")
1012
  with gr.Accordion("Upload Files for config"):
 
1190
 
1191
 
1192
  with gr.Tab("Asset Generation Considerations"):
1193
+ with gr.Accordion("Some Idea / Inspiration Sources / Demos", open=False):
1194
+ with gr.Row():
1195
+ gr.HTML("Licenses for the spaces still to be evaluated - June 2024 <br> Users to follow with cool spaces - <br>https://huggingface.co/osanseviero - https://huggingface.co/spaces/osanseviero/TheMLGame <br>https://huggingface.co/jbilcke-hf <br>https://huggingface.co/dylanebert <br>https://huggingface.co/fffiloni <br>https://huggingface.co/artificialguybr <br>https://huggingface.co/radames <br>https://huggingface.co/multimodalart, ")
1196
+ gr.HTML("Some Youtube Channels to keep up with updates <br><br>https://www.youtube.com/@lev-selector <br>https://www.youtube.com/@fahdmirza/videos")
1197
+ gr.HTML("Social media that shows possiblities <br><br>https://www.reddit.com/r/aivideo/ https://www.reddit.com/r/StableDiffusion/ https://www.reddit.com/r/midjourney/ https://x.com/blizaine")
1198
+ gr.HTML("Currently - need to create then save to pc then reupload to use here in test tab")
1199
  gr.HTML("Whole game engine in a space? - https://huggingface.co/spaces/thomwolf/test_godot_editor <br><br> https://huggingface.co/godot-demo https://huggingface.co/spaces/thomwolf/test_godot")
1200
  with gr.Tab("Text-based"):
1201
  gr.HTML("Some Benchmark Leaderboards - https://huggingface.co/spaces/allenai/ZebraLogic | https://huggingface.co/spaces/allenai/WildBench")
1202
  with gr.Accordion("LLM HF Spaces/Sites (Click Here to Open) - Ask for a story and suggestions based on the autoconfig", open=False):
1203
  with gr.Row():
1204
+ linktochat = gr.Dropdown(choices=["--Function Calling--", "https://groq-demo-groq-tool-use.hf.space",
1205
+ "--Multiple Models--", "https://labs.perplexity.ai/", "https://chat.lmsys.org", "https://sdk.vercel.ai/docs", "https://cyzgab-catch-me-if-you-can.hf.space",
1206
  "--70B and above--", "https://qwen-qwen-max-0428.hf.space", "https://cohereforai-c4ai-command-r-plus.hf.space", "https://qwen-qwen1-5-110b-chat-demo.hf.space", "https://snowflake-snowflake-arctic-st-demo.hf.space", "https://databricks-dbrx-instruct.hf.space", "https://qwen-qwen1-5-72b-chat.hf.space",
1207
  "--20B and above--", "https://gokaygokay-gemma-2-llamacpp.hf.space", "https://01-ai-yi-34b-chat.hf.space", "https://cohereforai-c4ai-command-r-v01.hf.space", "https://ehristoforu-mixtral-46-7b-chat.hf.space", "https://mosaicml-mpt-30b-chat.hf.space",
1208
  "--7B and above--", "https://vilarin-mistral-nemo.hf.space", "https://ysharma-chat-with-meta-llama3-8b.hf.space", "https://qwen-qwen1-5-moe-a2-7b-chat-demo.hf.space", "https://deepseek-ai-deepseek-coder-7b-instruct.hf.space", "https://osanseviero-mistral-super-fast.hf.space", "https://artificialguybr-qwen-14b-chat-demo.hf.space", "https://huggingface-projects-llama-2-7b-chat.hf.space",
 
1329
  gr.HTML("Placeholder for huggingface spaces that can assist - https://huggingface.co/spaces/EPFL-VILAB/4M, https://huggingface.co/spaces/EPFL-VILAB/MultiMAE ")
1330
  gr.HTML("Placeholder for models small enough to run on cpu here in this space that can assist")
1331
 
 
 
 
 
1332
  with gr.Tab("Basic Game Engine Mechanics"):
1333
  gr.HTML("Placeholder for explanations of Player and Game Session")
1334
  with gr.Tab("LLM play testing"):
 
1431
  with gr.Tab("State management through huggingface?"):
1432
  gr.HTML("Huggingface as the login provider? - https://huggingface.co/docs/hub/en/spaces-oauth https://huggingface.co/docs/hub/en/oauth, persistent storage - https://huggingface.co/docs/hub/en/spaces-storage")
1433
  with gr.Tab("Finetuning options"):
1434
+ gr.HTML("https://docs.mistral.ai/guides/finetuning/")
1435
+ gr.HTML("Unsloth and Colab? - https://github.com/unslothai/unsloth https://huggingface.co/unsloth <br>Mistral Nemo Base - https://huggingface.co/unsloth/Mistral-Nemo-Base-2407 - https://colab.research.google.com/drive/17d3U-CAIwzmbDRqbZ9NnpHxCkmXB6LZ0?usp=sharing <br>Llama 3 8B https://huggingface.co/unsloth/llama-3-8b-Instruct-bnb-4bit")
1436
  gr.HTML("Price - https://openpipe.ai/pricing")
1437
  with gr.Tab("Backend and/or Hosting?"):
1438
  gr.HTML("Deployemnt options - https://huggingface.co/SpacesExamples", "https://huggingface.co/templates")
 
1440
  gr.HTML("GPU (Data privacy) = No Rate limits? - https://replicate.com/pricing, https://lambdalabs.com/service/gpu-cloud https://huggingface.co/pricing#endpoints https://tensordock.com/cloud-gpus", "https://massedcompute.com/home/pricing/" )
1441
  gr.HTML("Speed - Groq, SambaNova, https://www.etched.com/announcing-etched ")
1442
  gr.HTML("Price - Coding - https://aider.chat/docs/leaderboards/ - https://www.deepseek.com/ 0.3 per million - is this per token or chinese character as that means converting code to chinese if possible can save api cost?")
1443
+ with gr.Tab("Some Interesting Git Repos"):
1444
+ gr.HTML("https://github.com/NVIDIA/Megatron-LM https://github.com/OpenGVLab/EfficientQAT https://github.com/evintunador/minLlama3/blob/main/model.py https://github.com/evintunador/micro-GPT-sandbox")
1445
+ with gr.Tab("Old Ideas"):
1446
+ gr.HTML("""<div style="width: 100%; text-align: center">Main ideas for this space is (June 2024) (Custom component planning?):</div>
1447
+ <div style="display: flex; justify-content: center; margin-bottom: 20px; align-items: center;">
1448
+ <div style="width: 20%; text-align: center">We can generate almost any media data and more </div>
1449
+ <div style="width: 20%; text-align: center">A program exist around data </div>
1450
+ <div style="width: 20%; text-align: center">Time moves in a straight so all considerations are flattend by the nature of time </div>
1451
+ <div style="width: 20%; text-align: center">llms good at short questions </div>
1452
+ <div style="width: 20%; text-align: center">HF + Gradio allows for api use so this my prototype tool for tool use test</div>
1453
+ </div>""")
1454
+
1455
  with gr.Tab("Asset loading test"):
1456
  gr.HTML("SDXL (linoyts/scribble-sdxl-flash), SVD and Stable Audio used for the test assets (For commercial use need a licence) <br>testmedia/")
1457
  with gr.Row():
 
1459
  gr.Video(value="testmedia/SVD - random squiggles as roads video 004484.mp4")
1460
  gr.Audio(value="testmedia/Stable Audio - Raindrops, output.wav")
1461
  gr.HTML(TestmedialoadinHTML) # imported from relatively_constant_variables
1462
+
1463
 
1464
  demo.queue().launch()
relatively_constant_variables.py CHANGED
@@ -1423,6 +1423,35 @@ ExampleGameConfigs = {
1423
 
1424
  #-------------------------#-------------------------#-------------------------#-------------------------
1425
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1426
 
1427
  #-------------------------#-------------------------#-------------------------#-------------------------
1428
 
 
1423
 
1424
  #-------------------------#-------------------------#-------------------------#-------------------------
1425
 
1426
+ Adjectivebasedcombinationideatexts = """First need to solve chicken egg of story vs json then for each concept to mixed need to do the same.
1427
+
1428
+
1429
+ The kind of analysis you're describing, where you're looking for shared qualities and connections between seemingly disparate concepts like storytelling and JSON, can be referred to by several terms, depending on the specific focus and context:
1430
+
1431
+ General Terms:
1432
+
1433
+ Comparative Analysis: This is a broad term that encompasses any analysis where you're comparing and contrasting two or more things.
1434
+ Analogical Reasoning: This involves identifying similarities between two things and using those similarities to understand or explain one in terms of the other.
1435
+ Conceptual Blending: This refers to the cognitive process of combining different concepts to create new meanings or understandings.
1436
+ Interdisciplinary Thinking: This involves drawing connections and insights from different fields of knowledge.
1437
+ More Specific Terms (depending on the goal):
1438
+
1439
+ Metaphorical Analysis: If you're focusing on the metaphorical connections between the concepts, this term would be appropriate.
1440
+ Cross-Domain Mapping: This term is often used in cognitive science and artificial intelligence to describe the process of finding correspondences between different domains of knowledge.
1441
+ Design Thinking: If your goal is to use these insights to create something new or solve a problem, this term might be relevant.
1442
+ In the context of your specific example (storytelling and JSON):
1443
+
1444
+ You could describe this analysis as:
1445
+
1446
+ Finding Shared Principles of Effective Communication: Both storytelling and JSON are ultimately about conveying information effectively.
1447
+ Exploring the Art of Structure and Organization: Both storytelling and JSON rely on clear structure and organization to achieve their respective goals.
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+ Bridging the Gap Between Narrative and Data: This analysis highlights the unexpected connections between the seemingly disparate worlds of storytelling and data representation.
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+ To further refine your search for resources and methods, consider these questions:
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+
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+ What is your ultimate goal in merging these concepts? Are you trying to understand one better through the lens of the other? Are you trying to create something new?
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+ What specific aspects of each concept are you most interested in comparing? Are you focusing on structure, clarity, engagement, or something else?
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+ By clarifying your goals and focusing your analysis, you can more effectively leverage these different approaches and find the most relevant resources to guide your exploration."""
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+
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