Model shape is not matching with input

[Tanmayp11]

@DamianCummins Getting error in model.predict()
Error : expected dense_1_input to have shape [null,81] but got array with shape [1,29].

Curl request
curl --location --request POST 'http://localhost:3000/v1/deployments/assistant/message?logPayload=true' \ --header 'Content-Type: application/json' \ --data-raw '{ "fields": [ "text" ], "values": [ [ "hobbies" ] ] }'

[DamianCummins]

Hi @Tanmayp11

I've not looked at this project in a while, but having just cloned this repo again from master I was able to start the application and predict against the saved model successfully.

Have you run the notebook to create a new model?

[Tanmayp11]

@DamianCummins No I haven't run the notebook, was trying with the existing model in the repo. Do I need to do that ?
If yes, can you briefly guide me for that if possible, Thanks in advance !!

[Tanmayp11]

@DamianCummins is the cURL request I'm using is correct one ?

[Tanmayp11]

the intents.json file was getting beautified by vscode
Output of words variable from your code
[ "'m", "'s", ',', '.', 'a', 'about', 'account', 'any', 'anyon', 'ar', 'at', 'awesom', 'be', 'blog', 'bsc', 'bye', 'can', 'chat', 'comput', 'could', 'day', 'degr', 'develop', 'did', 'do', 'down-time', 'expery', 'famili', 'for', 'fun', 'github', 'go', 'good', 'goodby', 'hav', 'hello', 'help', 'hi', 'hobby', 'how', 'i', 'ibm', 'in', 'is', 'jav', 'javascrib', 'know', 'langu', 'lat', 'look', 'me', 'next', 'nic', 'of', 'outsid', 'person', 'program', 'project', 'provid', 'python', 'sci', 'see', 'skil', 'som', 'techn', 'tel', 'thank', 'that', 'ther', 'til', 'tim', 'to', 'un', 'univers', 'what', 'wher', 'with', 'work', 'writ', 'yo', 'you' ]

output of words post beautification at my code editor
[ "'s", ',', 'anyon', 'ar', 'awesom', 'bye', 'chat', 'day', 'for', 'good', 'goodby', 'help', 'hey', 'hi', 'how', 'is', 'lat', 'me', 'next', 'nic', 'see', 'thank', 'that', 'ther', 'til', 'tim', 'to', 'univers', 'you', '-1': 'down-time' ]

Trying to learn and understand more deeply

Question: So do we need to build model again, if there is a change in intents.json ? why it did not worked at my editor as expected post beautification