diff --git a/README.md b/README.md
index 1551fd6..5cb125a 100644
--- a/README.md
+++ b/README.md
@@ -19,7 +19,7 @@ A [100-line](pocketflow/__init__.py) minimalist LLM framework for ([Multi-](http
- **💡 Pro tip!!** Build LLM apps with LLMs assistants (ChatGPT, Claude, Cursor.ai, etc.)
- Use Claude to build LLM app
+ Use Claude to build LLM apps
- Create a [project](https://www.anthropic.com/news/projects) and upload the [docs](docs) to project knowledge
@@ -31,14 +31,14 @@ A [100-line](pocketflow/__init__.py) minimalist LLM framework for ([Multi-](http
Think out aloud for above first and ask users if your design makes sense.
4. Finally, implement. Start with simple, minimalistic codes without, for example, typing.
```
- - Ask it to build LLM app (Sonnet 3.5 strongly recommended)!
+ - Ask it to build LLM apps (Sonnet 3.5 strongly recommended)!
```
Help me build a chatbot based on a directory of PDFs.
```
- Use ChatGPT to build LLM app
+ Use ChatGPT to build LLM apps
- Try the [GPT assistant](https://chatgpt.com/g/g-677464af36588191b9eba4901946557b-mini-llm-flow-assistant). However, it uses older models, which are good for explaining but not good at coding.
@@ -46,7 +46,7 @@ A [100-line](pocketflow/__init__.py) minimalist LLM framework for ([Multi-](http
- Paste the docs link (https://github.com/miniLLMFlow/PocketFlow/tree/main/docs) to [Gitingest](https://gitingest.com/).
- - Then, paste the generated contents into your O1 prompt, and ask it to build LLM app.
+ - Then, paste the generated contents into your O1 prompt, and ask it to build LLM apps.