I got errors with spacy-llm==0.5.1

[innocent-charles]

Discussed in #303

^{Originally posted by innocent-charles September 23, 2023}
I have upgraded the spacy-llm version to 0.5.1 and used the task of spacy.NER.v3 and model of spacy.GPT-3-5.v2.

But unfortunately I got the following error , what to do ?

File "pydantic/main.py", line 342, in pydantic.main.BaseModel.__init__
pydantic.error_wrappers.ValidationError: 1 validation error for NERCoTExample
spans
  field required (type=value_error.missing)```</div>

[rmitsch]

Hi @innocent-charles, please provide

• your config,
• the full stack trace and
• a minimal reproducible example.

Thank you!

[innocent-charles]

Thank you ! ,

Here's my
config :

[nlp]
lang = "en"
pipeline = ["llm"]

[components]

[components.llm]
factory = "llm"

[components.llm.task]
@llm_tasks = "spacy.NER.v3"
labels =First Name,Middle Name,Surname

[components.llm.cache]
@llm_misc = "spacy.BatchCache.v1"
path = "cache/"
batch_size = 512
max_batches_in_mem = 300

[components.llm.task.examples]
@misc = "spacy.FewShotReader.v1"
path = "Examples.yaml"

[components.llm.model]
@llm_models = "spacy.GPT-3-5.v2"
name = "gpt-3.5-turbo-16k"
config = {"temperature": 0.3}
max_tries = 10

• I have just updated the spacy-llm from 0.4.0 to 0.5.1 and changed the config to spacy.NER.v3 and spacy.GPT-3-5.v2. Then unfortunely I end up getting this below error .

The error I got is :

  File "/home/innocent/.local/lib/python3.11/site-packages/confection/__init__.py", line 756, in resolve
    resolved, _ = cls._make(
                  ^^^^^^^^^^
  File "/home/innocent/.local/lib/python3.11/site-packages/confection/__init__.py", line 805, in _make
    filled, _, resolved = cls._fill(
                          ^^^^^^^^^^
  File "/home/innocent/.local/lib/python3.11/site-packages/confection/__init__.py", line 860, in _fill
    filled[key], validation[v_key], final[key] = cls._fill(
                                                 ^^^^^^^^^^
  File "/home/innocent/.local/lib/python3.11/site-packages/confection/__init__.py", line 877, in _fill
    getter_result = getter(*args, **kwargs)
                    ^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/innocent/.local/lib/python3.11/site-packages/spacy_llm/tasks/ner/registry.py", line 162, in make_ner_task_v3
    [example_type(**eg) for eg in raw_examples] if raw_examples else None
    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/innocent/.local/lib/python3.11/site-packages/spacy_llm/tasks/ner/registry.py", line 162, in <listcomp>
    [example_type(**eg) for eg in raw_examples] if raw_examples else None
     ^^^^^^^^^^^^^^^^^^
  File "pydantic/main.py", line 342, in pydantic.main.BaseModel.__init__
pydantic.error_wrappers.ValidationError: 1 validation error for NERCoTExample
spans
  field required (type=value_error.missing)

[rmitsch]

Can you post the content of your Examples.yaml? The examples required for CoT look a bit different, so you'll have to update those as well.

[innocent-charles]

Hello @rmitsch , please may you share the structure of those new examples.

[rmitsch]

The NER.v3 showcase in the repo includes examples.