diff --git a/CHANGELOG.md b/CHANGELOG.md
index 52fcc00e..664c0917 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,6 +1,8 @@
 # Changelog
 ## [Unreleased]
 
+## [0.33.1] - 2026-03-06
+
 ### Changed
 
 - **Default model temperatures**: Set task-appropriate temperature defaults — 0.3 for QA, research, and title generation; 0.0 for RLM and picture description. Previously unset (provider defaults, typically 0.7–1.0).
@@ -1194,7 +1196,8 @@ Existing documents without DoclingDocument data will work but won't have provena
 
 - Initial version tracking
 
-[Unreleased]: https://github.com/ggozad/haiku.rag/compare/0.33.0...HEAD
+[Unreleased]: https://github.com/ggozad/haiku.rag/compare/0.33.1...HEAD
+[0.33.1]: https://github.com/ggozad/haiku.rag/compare/0.33.0...0.33.1
 [0.33.0]: https://github.com/ggozad/haiku.rag/compare/0.32.3...0.33.0
 [0.32.3]: https://github.com/ggozad/haiku.rag/compare/0.32.2...0.32.3
 [0.32.2]: https://github.com/ggozad/haiku.rag/compare/0.32.1...0.32.2
diff --git a/evaluations/pyproject.toml b/evaluations/pyproject.toml
index 3cd55d24..9cd10c16 100644
--- a/evaluations/pyproject.toml
+++ b/evaluations/pyproject.toml
@@ -2,7 +2,7 @@
 
 name = "haiku.rag-evals"
 description = "Benchmarking and evaluation scripts for haiku.rag"
-version = "0.33.0"
+version = "0.33.1"
 authors = [{ name = "Yiorgis Gozadinos", email = "ggozadinos@gmail.com" }]
 license = { text = "MIT" }
 requires-python = ">=3.12"
diff --git a/haiku_rag_slim/pyproject.toml b/haiku_rag_slim/pyproject.toml
index 253deebc..8511c691 100644
--- a/haiku_rag_slim/pyproject.toml
+++ b/haiku_rag_slim/pyproject.toml
@@ -2,7 +2,7 @@
 
 name = "haiku.rag-slim"
 description = "Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling - Minimal dependencies"
-version = "0.33.0"
+version = "0.33.1"
 authors = [{ name = "Yiorgis Gozadinos", email = "ggozadinos@gmail.com" }]
 license = { text = "MIT" }
 readme = { file = "README.md", content-type = "text/markdown" }
diff --git a/pyproject.toml b/pyproject.toml
index 7b957a7f..438b68d3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -2,7 +2,7 @@
 
 name = "haiku.rag"
 description = "Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling"
-version = "0.33.0"
+version = "0.33.1"
 authors = [{ name = "Yiorgis Gozadinos", email = "ggozadinos@gmail.com" }]
 license = { text = "MIT" }
 readme = { file = "README.md", content-type = "text/markdown" }
@@ -30,7 +30,7 @@ classifiers = [
 ]
 
 dependencies = [
-    "haiku.rag-slim[docling,voyageai,mxbai,cohere,zeroentropy,tui]==0.33.0",
+    "haiku.rag-slim[docling,voyageai,mxbai,cohere,zeroentropy,tui]==0.33.1",
 ]
 
 [project.scripts]
diff --git a/uv.lock b/uv.lock
index 40653f59..44b08608 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1352,7 +1352,7 @@ wheels = [
 
 [[package]]
 name = "haiku-rag"
-version = "0.33.0"
+version = "0.33.1"
 source = { editable = "." }
 dependencies = [
     { name = "haiku-rag-slim", extra = ["cohere", "docling", "mxbai", "tui", "voyageai", "zeroentropy"] },
@@ -1409,7 +1409,7 @@ dev = [
 
 [[package]]
 name = "haiku-rag-evals"
-version = "0.33.0"
+version = "0.33.1"
 source = { editable = "evaluations" }
 dependencies = [
     { name = "datasets" },
@@ -1432,7 +1432,7 @@ requires-dist = [
 
 [[package]]
 name = "haiku-rag-slim"
-version = "0.33.0"
+version = "0.33.1"
 source = { editable = "haiku_rag_slim" }
 dependencies = [
     { name = "cachetools" },