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7 changes: 6 additions & 1 deletion ollama/_utils.py
Original file line number Diff line number Diff line change
Expand Up @@ -73,9 +73,14 @@ def convert_function_to_tool(func: Callable) -> Tool:
schema['required'].remove(k)
types.discard('null')

# Emit a single type as a string and multiple types as a JSON-Schema array.
# A comma-joined string (e.g. 'integer, string') is parsed by the server as one
# invalid type name, silently dropping the constraint. Sorting also makes the
# output deterministic across runs since types is a set.
sorted_types = sorted(types)
schema['properties'][k] = {
'description': parsed_docstring[k],
'type': ', '.join(types),
'type': sorted_types if len(sorted_types) > 1 else ''.join(sorted_types),
}

tool = Tool(
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6 changes: 4 additions & 2 deletions tests/test_utils.py
Original file line number Diff line number Diff line change
Expand Up @@ -98,8 +98,10 @@ def all_types(
if sys.version_info >= (3, 10):
assert tool['function']['parameters']['properties']['z']['type'] == 'array'
assert tool['function']['parameters']['properties']['w']['type'] == 'object'
assert {x.strip().strip("'") for x in tool['function']['parameters']['properties']['v']['type'].removeprefix('[').removesuffix(']').split(',')} == {'string', 'integer'}
assert tool['function']['parameters']['properties']['v']['type'] != 'null'
# A multi-type parameter must be a JSON array, not a comma-joined string, so the
# server parses each type instead of one invalid 'integer, string' type name.
assert isinstance(tool['function']['parameters']['properties']['v']['type'], list)
assert tool['function']['parameters']['properties']['v']['type'] == ['integer', 'string']
assert tool['function']['parameters']['required'] == ['x', 'y', 'z', 'w']
else:
assert tool['function']['parameters']['properties']['z']['type'] == 'array'
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