two version of R2R are here HEAD master

1 files changed, 124 insertions, 0 deletions

diff --git a/.venv/lib/python3.12/site-packages/azure/ai/inference/prompts/_patch.py b/.venv/lib/python3.12/site-packages/azure/ai/inference/prompts/_patch.py
new file mode 100644
index 00000000..14ad4f62
--- /dev/null
+++ b/.venv/lib/python3.12/site-packages/azure/ai/inference/prompts/_patch.py
@@ -0,0 +1,124 @@
+# ------------------------------------
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+# ------------------------------------
+# pylint: disable=line-too-long,R
+"""Customize generated code here.
+
+Follow our quickstart for examples: https://aka.ms/azsdk/python/dpcodegen/python/customize
+"""
+
+import traceback
+from pathlib import Path
+from typing import Any, Dict, List, Optional
+from typing_extensions import Self
+from ._core import Prompty
+from ._mustache import render
+from ._parsers import invoke_parser
+from ._prompty_utils import load, prepare
+from ._utils import remove_leading_empty_space
+
+
+class PromptTemplate:
+    """The helper class which takes variant of inputs, e.g. Prompty format or string, and returns the parsed prompt in an array."""
+
+    @classmethod
+    def from_prompty(cls, file_path: str) -> Self:
+        """Initialize a PromptTemplate object from a prompty file.
+
+        :param file_path: The path to the prompty file.
+        :type file_path: str
+        :return: The PromptTemplate object.
+        :rtype: PromptTemplate
+        """
+        if not file_path:
+            raise ValueError("Please provide file_path")
+
+        # Get the absolute path of the file by `traceback.extract_stack()`, it's "-2" because:
+        #  In the stack, the last function is the current function.
+        #  The second last function is the caller function, which is the root of the file_path.
+        stack = traceback.extract_stack()
+        caller = Path(stack[-2].filename)
+        abs_file_path = Path(caller.parent / Path(file_path)).resolve().absolute()
+
+        prompty = load(str(abs_file_path))
+        return cls(prompty=prompty)
+
+    @classmethod
+    def from_string(cls, prompt_template: str, api: str = "chat", model_name: Optional[str] = None) -> Self:
+        """Initialize a PromptTemplate object from a message template.
+
+        :param prompt_template: The prompt template string.
+        :type prompt_template: str
+        :param api: The API type, e.g. "chat" or "completion".
+        :type api: str
+        :param model_name: The model name, e.g. "gpt-4o-mini".
+        :type model_name: str
+        :return: The PromptTemplate object.
+        :rtype: PromptTemplate
+        """
+        return cls(
+            api=api,
+            prompt_template=prompt_template,
+            model_name=model_name,
+            prompty=None,
+        )
+
+    def __init__(
+        self,
+        *,
+        api: str = "chat",
+        prompty: Optional[Prompty] = None,
+        prompt_template: Optional[str] = None,
+        model_name: Optional[str] = None,
+    ) -> None:
+        self.prompty = prompty
+        if self.prompty is not None:
+            self.model_name = (
+                self.prompty.model.configuration["azure_deployment"]
+                if "azure_deployment" in self.prompty.model.configuration
+                else None
+            )
+            self.parameters = self.prompty.model.parameters
+            self._config = {}
+        elif prompt_template is not None:
+            self.model_name = model_name
+            self.parameters = {}
+            # _config is a dict to hold the internal configuration
+            self._config = {
+                "api": api if api is not None else "chat",
+                "prompt_template": prompt_template,
+            }
+        else:
+            raise ValueError("Please pass valid arguments for PromptTemplate")
+
+    def create_messages(self, data: Optional[Dict[str, Any]] = None, **kwargs) -> List[Dict[str, Any]]:
+        """Render the prompt template with the given data.
+
+        :param data: The data to render the prompt template with.
+        :type data: Optional[Dict[str, Any]]
+        :return: The rendered prompt template.
+        :rtype: List[Dict[str, Any]]
+        """
+        if data is None:
+            data = kwargs
+
+        if self.prompty is not None:
+            parsed = prepare(self.prompty, data)
+            return parsed
+        elif "prompt_template" in self._config:
+            prompt_template = remove_leading_empty_space(self._config["prompt_template"])
+            system_prompt_str = render(prompt_template, data)
+            parsed = invoke_parser(None, system_prompt_str)
+            return parsed
+        else:
+            raise ValueError("Please provide valid prompt template")
+
+
+def patch_sdk():
+    """Do not remove from this file.
+
+    `patch_sdk` is a last resort escape hatch that allows you to do customizations
+    you can't accomplish using the techniques described in
+    https://aka.ms/azsdk/python/dpcodegen/python/customize
+    """