Im getting an error like this when i try to run a cell code that contains embedding,
---------------------------------------------------------------------------
JSONDecodeError Traceback (most recent call last)
File /usr/local/lib/python3.10/site-packages/requests/models.py:971, in Response.json(self, **kwargs)
970 try:
--> 971 return complexjson.loads(self.text, **kwargs)
972 except JSONDecodeError as e:
973 # Catch JSON-related errors and raise as requests.JSONDecodeError
974 # This aliases json.JSONDecodeError and simplejson.JSONDecodeError
File /usr/local/lib/python3.10/json/__init__.py:346, in loads(s, cls, object_hook, parse_float, parse_int, parse_constant, object_pairs_hook, **kw)
343 if (cls is None and object_hook is None and
344 parse_int is None and parse_float is None and
345 parse_constant is None and object_pairs_hook is None and not kw):
--> 346 return _default_decoder.decode(s)
347 if cls is None:
File /usr/local/lib/python3.10/json/decoder.py:340, in JSONDecoder.decode(self, s, _w)
339 if end != len(s):
--> 340 raise JSONDecodeError("Extra data", s, end)
341 return obj
JSONDecodeError: Extra data: line 1 column 5 (char 4)
During handling of the above exception, another exception occurred:
JSONDecodeError Traceback (most recent call last)
Cell In[20], line 1
----> 1 embedding = embedding_model.get_embeddings(
2 ["life"])
File /usr/local/lib/python3.10/site-packages/vertexai/language_models/_language_models.py:508, in TextEmbeddingModel.get_embeddings(self, texts)
494 def get_embeddings(self, texts: List[str]) -> List["TextEmbedding"]:
495 # instances = [{"content": str(text)} for text in texts]
496 #
(...)
506 # for prediction in prediction_response.predictions
507 # ]
--> 508 prediction_response = self._dlai_custom_api(texts)
509 return [
510 TextEmbedding(
511 values=prediction
512 )
513 for prediction in prediction_response
514 ]
File /usr/local/lib/python3.10/site-packages/vertexai/language_models/_language_models.py:532, in TextEmbeddingModel._dlai_custom_api(self, texts)
527 headers = {
528 'Content-Type': 'application/json',
529 'Authorization': f'Bearer {API_KEY}'
530 }
531 response = requests.request("POST", url, headers=headers, data=json.dumps(payload))
--> 532 return response.json()
File /usr/local/lib/python3.10/site-packages/requests/models.py:975, in Response.json(self, **kwargs)
971 return complexjson.loads(self.text, **kwargs)
972 except JSONDecodeError as e:
973 # Catch JSON-related errors and raise as requests.JSONDecodeError
974 # This aliases json.JSONDecodeError and simplejson.JSONDecodeError
--> 975 raise RequestsJSONDecodeError(e.msg, e.doc, e.pos)
JSONDecodeError: Extra data: line 1 column 5 (char 4)