From d9d661da397f30c7352bdb26b47f2958bd0d8775 Mon Sep 17 00:00:00 2001
From: "jinli.yl" <jinli.yl@alibaba-inc.com>
Date: Fri, 23 Jan 2026 11:51:00 +0800
Subject: [PATCH] chore(workflow): add procedural memory module init file

---
 .../memory/vector}/__init__.py                |  0
 reme/workflow/procedural_memory/__init__.py   | 46 +++++++++++++++++++
 .../procedural_memory/retriever/__init__.py   |  0
 3 files changed, 46 insertions(+)
 rename reme/{workflow/tool_memory => tool/memory/vector}/__init__.py (100%)
 create mode 100644 reme/workflow/procedural_memory/retriever/__init__.py

diff --git a/reme/workflow/tool_memory/__init__.py b/reme/tool/memory/vector/__init__.py
similarity index 100%
rename from reme/workflow/tool_memory/__init__.py
rename to reme/tool/memory/vector/__init__.py
diff --git a/reme/workflow/procedural_memory/__init__.py b/reme/workflow/procedural_memory/__init__.py
index e69de29b..a3388dbb 100644
--- a/reme/workflow/procedural_memory/__init__.py
+++ b/reme/workflow/procedural_memory/__init__.py
@@ -0,0 +1,46 @@
+# summary retriever vector store 的 op
+
+# 1. BaseAsyncOp -> reme.core.op.BaseOp
+# 2. @C.register_op() -> R.op.register()(MergeMemoryOp)
+# for name in __all__:
+#     tool_class = globals()[name]
+#     R.op.register()(tool_class)
+# 3. class name 不一定叫 op
+# 4. async def async_execute(self): —》async def execute(self):
+# 5. self.llm.chat
+# 6.     file_path: str = __file__ 不需要
+# 7. self.op_params.get("enable_llm_rerank", True) 都改成 self.context.get("enable_llm_rerank", True)
+#
+#
+# # 跑起来 reme = "reme_ai.main:main" -> reme = "reme.reme_app:main"
+#
+# app = ReMeApp()
+#
+#
+# def test_search():
+#     """Test search tool operations.
+#
+#     Tests DashscopeSearch, MockSearch, and TavilySearch operations
+#     with a sample query to verify they work correctly.
+#     """
+#     from reme.tool.search import DashscopeSearch, MockSearch, TavilySearch
+#
+#     query = "今天杭州的天气如何？"
+#
+#     for op in [
+#         DashscopeSearch(),
+#         MockSearch(),
+#         TavilySearch(),
+#     ]:
+#         print("\n" + "=" * 60)
+#         print(f"Testing {op.__class__.__name__}")
+#         print("=" * 60)
+#         print(f"Query: {query}")
+#         output = asyncio.run(op.call(query=query, service_context=app.service_context))
+#
+# self.context.query
+# app.service_context 保证了 self.llm emb vectorstore
+
+# examples
+# bench 里的llm ，辛苦改成 app = ReMeApp() app.default_llm
+# clear && pre-commit run --all-files
\ No newline at end of file
diff --git a/reme/workflow/procedural_memory/retriever/__init__.py b/reme/workflow/procedural_memory/retriever/__init__.py
new file mode 100644
index 00000000..e69de29b