Deploying a custom spacy ner model

[einmdrd]

Do you have some steps, tutorials or guides on how to deploy a custom made spacy ner model as api?

I used fastapi and spacy for my server, but I need to deploy it in order for my flutter mobile app to access it. I already created the model as a package so I can pip install it, but it failed to deploy. But everything works fine, when the server is run on the local machine and the app on emulator. How do you think should I set up my files to deploy it successfully?

[PiwanSama]

I'm not sure if you got this answered, but using FastAPI it would be something like:

@app.post("/ner/")
async def get_entities(request: str):
try:
doc = nlp(request)
entities = [{"text": ent.text, "label": ent.label_} for ent in doc.ents]
return {"entities": entities}
except Exception as e:
raise HTTPException(status_code=500, detail=f"Error processing request: {e}")

You can then deploy the entire service inside a Docker container