diff --git a/README.md b/README.md
index 873364f4..968c6fa1 100644
--- a/README.md
+++ b/README.md
@@ -77,3 +77,4 @@ Full documentation at: https://ggozad.github.io/haiku.rag/
 - [Configuration](https://ggozad.github.io/haiku.rag/configuration/) - Environment variables
 - [CLI](https://ggozad.github.io/haiku.rag/cli/) - Command reference
 - [Python API](https://ggozad.github.io/haiku.rag/python/) - Complete API docs
+- [Benchmarks](https://ggozad.github.io/haiku.rag/benchmarks/) - Performance Benchmarks
diff --git a/pyproject.toml b/pyproject.toml
index 91801092..49237c9a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "haiku.rag"
-version = "0.3.2"
+version = "0.3.3"
 description = "Retrieval Augmented Generation (RAG) with SQLite"
 authors = [{ name = "Yiorgis Gozadinos", email = "ggozadinos@gmail.com" }]
 license = { text = "MIT" }
diff --git a/uv.lock b/uv.lock
index 7c8a8615..088ad51f 100644
--- a/uv.lock
+++ b/uv.lock
@@ -816,7 +816,7 @@ wheels = [
 
 [[package]]
 name = "haiku-rag"
-version = "0.3.2"
+version = "0.3.3"
 source = { editable = "." }
 dependencies = [
     { name = "fastmcp" },