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Note the "Sign in with Hugging Face" button that is added with my page, can I just auto
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---
Now I would also like the text generator to produce a JSON object based on the monster concept.
This will be created with the following schema:
- name: string
- description: string
- rarity: likert (very-low, low, medium, high, very-high)
- HP: likert
- defence: likert
- attack: likert
- speed: likert
- special ability: string (passive trait that gives the monster a unique advantage in battle)
- attack action description: string (deals damage)
- boost action description: string (buff monsters own stats/status)
- disparage action description: string (lowers enemy stats/status)
- special action description: string (powerful action with single use per battle)
Also update the DB to use this JSON data in its schema.
---
```python
import json
from pydantic import BaseModel
STRUCTURED_OUTPUT_FORMAT_INSTRUCTIONS = """The output should be formatted as a JSON instance that conforms to the JSON schema below.
As an example, for the schema {{"properties": {{"foo": {{"title": "Foo", "description": "a list of strings", "type": "array", "items": {{"type": "string"}}}}}}, "required": ["foo"]}}
the object {{"foo": ["bar", "baz"]}} is a well-formatted instance of the schema. The object {{"properties": {{"foo": ["bar", "baz"]}}}} is not well-formatted.
Here is the output schema:
```
{schema}
```"""
class StructuredOutputParser(BaseModel):
pydantic_class: type[BaseModel]
def get_schema(self, indent: int = 2) -> str:
# Copy schema to avoid altering original Pydantic schema.
schema = self.pydantic_class.model_json_schema()
# Iterate over fields to remove from the schema
for field_name in ["title", "type"]:
if field_name in schema:
schema.pop(field_name)
return json.dumps(schema, indent=indent, ensure_ascii=False)
def get_format_instructions(self) -> str:
schema_str = self.get_schema()
# Ensure json in context is well-formed with double quotes.
return STRUCTURED_OUTPUT_FORMAT_INSTRUCTIONS.format(schema=schema_str)
def parse(self, json_string: str) -> BaseModel:
return self.pydantic_class.model_validate_json(json_string)
``` |