chore(version): bump version to 0.1.10.1

- Updated __version__ in reme_ai/__init__.py
- Updated project version in pyproject.toml- Changed flowllm dependency to include reme extra
- Fixed typo in README.md query example

Author: jinliyl

README.md

@@ -277,7 +277,7 @@ curl -X POST http://localhost:8002/retrieve_personal_memory \
   -H "Content-Type: application/json" \
   -d '{
     "workspace_id": "task_workspace",
-    "query": "What are the user's work habits?",
+    "query": "What are the users work habits?",
     "top_k": 5
   }'
 ```

docs/future_work.md

@@ -1,31 +1,18 @@
 # Future Work
 
-## Planned Features
-
-### 1. Automatic Tool Exploration Mode
-Add an automatic tool exploration mode that generates tool memory by:
-- Automatically discovering and testing available tools
-
-- Learning tool usage patterns and best practices
-
-- Building a comprehensive tool memory database from exploration results
-
-### 2. Desktop Pet Personal Assistant
-Build a desktop pet personal assistant with:
-- Interactive desktop companion interface
-
-- Personalized assistance capabilities
-
-- Integration with ReMe's memory system
-
-### 3. Task Memory Research Implementation
-We are currently working on implementing features based on task memory research papers. Coming soon.
-
-### 4. Mem-Agent Exploration
-We are exploring mem-agent to implement agentic memory pathways:
-- Investigating agent-driven memory management
-
-- Developing autonomous memory retrieval and storage mechanisms
-
-- Building more intelligent memory update strategies
-
+- [ ] P0 ReMe documentation style migration: Recommend using the same doc and jupyter structure as Agentscope Runtime @jiaji
+- [ ] P0 ReMe integration with agentscope Personal/Task/Tool @jinli
+- [ ] P0 ReMe sample library examples [show case](https://github.com/agentscope-ai/agentscope-samples/tree/main/functionality/long_term_memory_mem0)
+- [ ] P0 Decouple flowllm dependencies
+- [ ] P0 ReMe support for import, improve code documentation
+- [ ] P1 ReMe integration with asio tool_memory 
+- [ ] P2 ReMe integration with agentscope-Runtime tool_memory
+
+- [ ] P0 Task Memory Research Paper @zhoyin
+
+- [ ] P1 Context interface definition
+
+- [ ] P2 Database layer interface unification
+- [ ] P2 Automatic Tool Exploration Mode
+- [ ] P2 Mem-Agent Exploration
+- [ ] P2 Desktop Pet Personal Assistant

pyproject.toml

@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "reme_ai"
-version = "0.1.10"
+version = "0.1.10.1"
 description = "Remember me"
 authors = [
     { name = "jinli.yl", email = "[email protected]" },
@@ -24,7 +24,7 @@ classifiers = [
 keywords = ["llm", "memory", "experience", "memoryscope", "ai", "mcp", "http"]
 
 dependencies = [
-    "flowllm>=0.1.11.1",
+    "flowllm[reme]>=0.1.11.2",
 ]
 
 [tool.setuptools.packages.find]

reme_ai/__init__.py

@@ -11,4 +11,4 @@
 from . import summary
 from . import vector_store
 
-__version__ = "0.1.10"
+__version__ = "0.1.10.1"