bug fixed

.gitignore

@@ -19,6 +19,7 @@ ufo/config/config_llm.yaml
 ufo/rag/app_docs/*
 learner/records.json
 vectordb/docs/*
+vectordb/experience/*
 
 # Don't ignore the example files
 !vectordb/docs/example/

ufo/module/flow.py

@@ -375,14 +375,13 @@ def rag_experience_retrieve(self):
         :return: The retrieved examples and tips string.
         """
 
-        if self.experience_retriever:
-            # Retrieve experience examples. Only retrieve the examples that are related to the current application.
-
-            experience_docs = self.experience_retriever.retrieve(self.request, configs["RAG_EXPERIENCE_RETRIEVED_TOPK"], 
-                                                                 filter=lambda x: self.app_root.lower() in [app.lower() for app in x["app_list"]])
+        # Retrieve experience examples. Only retrieve the examples that are related to the current application.
+        experience_docs = self.experience_retriever.retrieve(self.request, configs["RAG_EXPERIENCE_RETRIEVED_TOPK"], 
+                                                                filter=lambda x: self.app_root.lower() in [app.lower() for app in x["app_list"]])
+
+        if experience_docs:
             examples = [doc.metadata.get("example", {}) for doc in experience_docs]
             tips = [doc.metadata.get("Tips", "") for doc in experience_docs]
-
         else:
             examples = []
             tips = []

ufo/rag/retriever_factory.py

@@ -59,8 +59,8 @@ def __init__(self, app_name:str) -> None:
         :appname: The name of the application.
         """
         self.app_name = app_name
-        self.indexer_path = self.get_offline_indexer_path()
-        self.indexer = self.get_indexer()
+        indexer_path = self.get_offline_indexer_path()
+        self.indexer = self.get_indexer(indexer_path)
 
 
     def get_offline_indexer_path(self):
@@ -93,7 +93,7 @@ def get_indexer(self, path: str):
             db = FAISS.load_local(path, embeddings)
             return db
         except:
-            print_with_color("Error: Failed to load offline indexer from {path}.".format(path=path), "red")
+            print_with_color("Warning: Failed to load offline indexer from {path}.".format(path=path), "yellow")
             return None
 
 
@@ -117,13 +117,12 @@ def get_indexer(self, db_path: str):
         :param query: The query to create an indexer for.
         """
 
-
         try:
             embeddings = HuggingFaceEmbeddings(model_name="sentence-transformers/all-mpnet-base-v2")
             db = FAISS.load_local(db_path, embeddings)
             return db
         except:
-            print_with_color("Error: Failed to load experience indexer from {path}.".format(path=db_path), "red")
+            print_with_color("Warning: Failed to load experience indexer from {path}.".format(path=db_path), "yellow")
             return None
 
 

vectordb/experience/experience.yaml

@@ -1,23 +1,22 @@
 example0:
   example:
-    Observation: The screenshot shows the Microsoft To Do application with the task
-      list visible. There is an option to add a new task, but no task related to learning
-      LLM is listed yet.
-    Thought: To fulfill the user's request, I need to add a new task titled 'Learn
-      LLM' using the 'Add a task' option.
+    Observation: The current screenshot shows that I am on the Microsoft To Do application.
+      The application is open and there is an edit block at the bottom for inputting
+      the task.
+    Thought: "I need to add a task of 'Learning LLM' to the edit block of 'Add a task\
+      \ in \u201CMy Day\u201D'."
     ControlLabel: '19'
     ControlText: "Add a task in \u201CMy Day\u201D"
     Function: set_edit_text
     Args:
-      text: Learn LLM
+      text: Learning LLM
     Status: FINISH
     Plan: <FINISH>
-    Comment: After setting the text for the new task, the task creation process is
-      complete.
-  Tips: '1. Ensure the task title is clear and specific to the learning goal.
+    Comment: After inputting the task, no further action is required as the user only
+      requested the creation of a to-do item.
+  Tips: '- Ensure the task description is clear and concise.
 
-    2. After creating the task, consider adding specific steps or details to help
-    organize the learning process.'
-  request: create a to do for learning LLM.
+    - After adding the task, you can set a reminder or due date if needed.'
+  request: Create 1 to do for learning LLM.
   app_list:
   - ApplicationFrameHost.exe