diff --git a/README.md b/README.md
index 7aa3e8c90c11..dbbd0f410995 100644
--- a/README.md
+++ b/README.md
@@ -3,14 +3,13 @@
# [![Langflow](./docs/static/img/hero.png)](https://www.langflow.org)
- Langflow is a low-code app builder for RAG (retrieval augmented generation) and multi-agent AI applications. Itβs Python-based and agnostic to any model, API, data source or database.
+ Langflow is a low-code app builder for RAG and multi-agent AI applications. Itβs Python-based and agnostic to any model, API, or database.
Docs -
- Free Cloud Service -
- Join our Discord -
- Follow us on X
+ Free Cloud Service
+
@@ -27,31 +26,32 @@ https://github.com/user-attachments/assets/a1a36011-6169-4804-87ad-cfd4c5a79872
-# Core features
-1. Python-based and agnostic to models, APIs, data sources, or databases.
-2. Visual IDE for drag-and-drop building and testing of workflows.
-3. Playground to immediately test and iterate workflows with step-by-step control.
-4. Multi-agent orchestration and conversation management and retrieval.
-5. Free cloud service - get started in minutes with no setup.
-6. Publish workflows as back-end APIs or export as a Python application.
-7. Real time observability with LangSmith, LangFuse, or LangWatch integration.
-8. Support enterprise security and scale with free DataStax Langflow cloud service.
-9. Prebuilt ecosystem integrations to any model, API or database.
+# π§ Core features
+1. **Python-based** and agnostic to models, APIs, data sources, or databases.
+2. **Visual IDE** for drag-and-drop building and testing of workflows.
+3. **Playground** to immediately test and iterate workflows with step-by-step control.
+4. **Multi-agent** orchestration and conversation management and retrieval.
+5. **Free cloud service** to get started in minutes with no setup.
+6. **Publish as an API** or export as a Python application.
+7. **Observability** with LangSmith, LangFuse, or LangWatch integration.
+8. **Enterprise-grade** security and scalability with free DataStax Langflow cloud service.
+9. **Customize workflows** or create flows entirely just using Python.
+10. **Ecosystem integrations** as reusable components for any model, API or database.
![Integrations](https://github.com/user-attachments/assets/df4a6714-60de-4a8b-aff0-982c5aa467e3)
-# Stay up-to-date
+# π
Stay up-to-date
Star Langflow on GitHub to be instantly notified of new releases.
![Star Langflow](https://github.com/user-attachments/assets/03168b17-a11d-4b2a-b0f7-c1cce69e5a2c)
-# π¦ Quick Start
+# π¦ Quickstart
- **Install Langflow with pip** (Python version 3.10 or greater):
```shell
-python -m pip install langflow -U
+pip install langflow -U
```
- **Cloud:** DataStax Langflow is a hosted environment with zero setup. [Sign up for a free account.](http://langflow.datastax.com)