diff --git a/README.md b/README.md
index d9f604a..2862ac1 100644
--- a/README.md
+++ b/README.md
@@ -11,6 +11,7 @@ popular GPTs.
 - Off-line first. You can run on your own box with a local LLM. Data won't leave the server. All the power of GPT without the data privacy nightmare.
 - Extensible framework allows to plug your own actions, such as calling into internal services and APIs
 - Simple UI exposing insight on the GPA internal reasoning and actions
+- Built-in RAG to search internal document stores
 - Free and open source, deploy anywhere, customize to your needs
 
 <p align="center">
@@ -53,11 +54,12 @@ The current version is a minimal POC yet, it already packs a few interesting pie
 - Action model with easy to extend **actions** for use by the agent
 - Upload of **artifacts** to process by the agent
 - Download of **artifacts** generated by the agent
+- Import documents in knowledge base to support RAG search
 
 ## 🚧 Roadmap
 
 Improve the Agentic capabilities:
-- **RAG** enabling the agent to consult vast volume of internal documents
+- ✅ **RAG** enabling the agent to consult vast volume of internal documents
 - **Memory** enabling the agent to remember key facts and use them later
 - **code generation** and **execution** within the agent (using Groovy scripts?)
 - **remote API invocation** to tap into existing enterprise APIs