Merge pull request #264 from Xiangxu1/test_pr

update the root poetry lock file and add in the update the version

adalflow/PACKAGING.md

@@ -1,4 +1,4 @@
-#Poetry Packaging Guide
+# Poetry Packaging Guide
 ## Development
 
 To install optional dependencies, use the following command:
@@ -27,3 +27,16 @@ Better to use a colab to update the whl file and test the installation.
 ```bash
 pip install "dist/adalflow-0.1.0b1-py3-none-any.whl[openai,groq,faiss]"
 ```
+
+
+## Update the version
+
+1. Update the version in `pyproject.toml`
+2. Add the version number in `adalflow/__init__.py`
+3. Build the package 
+4. Test the package locally
+5. Push the changes to the repository
+6. Ensure to run `poetry lock --no-update` in the root directory (project-level) to update the lock file for other directories such as `tutorials`, `use_cases`, `benchmarks`, etc.
+7. Update the `CHANGELOG.md` file with the new version number and the changes made in the new version.
+
+## TODO: we need to automate the version update process. Help is appreciated.

use_cases/unsorted/simple_qa_memory.py

@@ -1,6 +1,5 @@
-"""
-We just need to very basic generator that can be used to generate text from a prompt.
-"""
+# TODO: We need an example to demonstrate how to use the memory component in the genertor.
+
 
 # from adalflow.core.component import Component
 # from adalflow.core.memory import Memory