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21 changes: 17 additions & 4 deletions libs/core/langchain_core/prompts/string.py
Original file line number Diff line number Diff line change
Expand Up @@ -4,8 +4,9 @@

import warnings
from abc import ABC
from collections.abc import Callable, Sequence
from string import Formatter
from typing import Any, Callable, Literal
from typing import Any, Literal

from pydantic import BaseModel, create_model

Expand Down Expand Up @@ -148,9 +149,7 @@ def mustache_template_vars(
Defs = dict[str, "Defs"]


def mustache_schema(
template: str,
) -> type[BaseModel]:
def mustache_schema(template: str) -> type[BaseModel]:
"""Get the variables from a mustache template.

Args:
Expand All @@ -174,6 +173,11 @@ def mustache_schema(
fields[prefix] = False
elif type_ in {"variable", "no escape"}:
fields[prefix + tuple(key.split("."))] = True

for fkey, fval in fields.items():
fields[fkey] = fval and not any(
is_subsequence(fkey, k) for k in fields if k != fkey
)
defs: Defs = {} # None means leaf node
while fields:
field, is_leaf = fields.popitem()
Expand Down Expand Up @@ -326,3 +330,12 @@ def pretty_repr(
def pretty_print(self) -> None:
"""Print a pretty representation of the prompt."""
print(self.pretty_repr(html=is_interactive_env())) # noqa: T201


def is_subsequence(child: Sequence, parent: Sequence) -> bool:
"""Return True if child is subsequence of parent."""
if len(child) == 0 or len(parent) == 0:
return False
if len(parent) < len(child):
return False
return all(child[i] == parent[i] for i in range(len(child)))
32 changes: 32 additions & 0 deletions libs/core/tests/unit_tests/prompts/test_string.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,32 @@
import pytest
from packaging import version

from langchain_core.prompts.string import mustache_schema
from langchain_core.utils.pydantic import PYDANTIC_VERSION

PYDANTIC_VERSION_AT_LEAST_29 = version.parse("2.9") <= PYDANTIC_VERSION


@pytest.mark.skipif(
not PYDANTIC_VERSION_AT_LEAST_29,
reason=(
"Only test with most recent version of pydantic. "
"Pydantic introduced small fixes to generated JSONSchema on minor versions."
),
)
def test_mustache_schema_parent_child() -> None:
template = "{{x.y}} {{x}}"
expected = {
"$defs": {
"x": {
"properties": {"y": {"default": None, "title": "Y", "type": "string"}},
"title": "x",
"type": "object",
}
},
"properties": {"x": {"$ref": "#/$defs/x", "default": None}},
"title": "PromptInput",
"type": "object",
}
actual = mustache_schema(template).model_json_schema()
assert expected == actual