diff --git a/.gitignore b/.gitignore
index 0f181039..b35330b9 100644
--- a/.gitignore
+++ b/.gitignore
@@ -95,3 +95,5 @@ dist/
 
 # examples
 chroma/
+
+.aider*
diff --git a/packages/ragbits-cli/CHANGELOG.md b/packages/ragbits-cli/CHANGELOG.md
index 862a878f..7f9ae61c 100644
--- a/packages/ragbits-cli/CHANGELOG.md
+++ b/packages/ragbits-cli/CHANGELOG.md
@@ -2,6 +2,12 @@
 
 ## Unreleased
 
+## 0.3.0 (2024-11-06)
+
+### Changed
+
+- ragbits-core updated to version v0.3.0
+
 ## 0.2.0 (2024-10-23)
 
 ### Changed
diff --git a/packages/ragbits-cli/pyproject.toml b/packages/ragbits-cli/pyproject.toml
index b0150db2..17c4f0c1 100644
--- a/packages/ragbits-cli/pyproject.toml
+++ b/packages/ragbits-cli/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "ragbits-cli"
-version = "0.2.0"
+version = "0.3.0"
 description = "A CLI application for ragbits - building blocks for rapid development of GenAI applications"
 readme = "README.md"
 requires-python = ">=3.10"
@@ -31,7 +31,7 @@ classifiers = [
     "Topic :: Scientific/Engineering :: Artificial Intelligence",
     "Topic :: Software Development :: Libraries :: Python Modules",
 ]
-dependencies = ["typer>=0.12.5", "ragbits-core==0.2.0"]
+dependencies = ["typer>=0.12.5", "ragbits-core==0.3.0"]
 
 [project.scripts]
 ragbits = "ragbits.cli:main"
diff --git a/packages/ragbits-core/CHANGELOG.md b/packages/ragbits-core/CHANGELOG.md
index 965bf59d..ec61f0d5 100644
--- a/packages/ragbits-core/CHANGELOG.md
+++ b/packages/ragbits-core/CHANGELOG.md
@@ -2,9 +2,20 @@
 
 ## Unreleased
 
+## 0.3.0 (2024-11-06)
+
+### Added
+
+- Observability toolset, with initial support to export traces to OpenTelemetry (#168)
+- CLI commands to render / exec prompts (#146)
+- Support of images in Prompt abstractions (#149)
+- Support for different MetadataStores in VectorStore (#144)
+- Now LLMs can be configured separately for vision, text and structured. (#153)
+
 ### Changed
 
 - refactor: Add dynamic loading for modules that depend on optional dependencies (#148).
+- refactor: Refactor vector store public API. (#151)
 
 ## 0.2.0 (2024-10-23)
 
diff --git a/packages/ragbits-core/pyproject.toml b/packages/ragbits-core/pyproject.toml
index 2271fb8e..5ed2672f 100644
--- a/packages/ragbits-core/pyproject.toml
+++ b/packages/ragbits-core/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "ragbits-core"
-version = "0.2.0"
+version = "0.3.0"
 description = "Building blocks for rapid development of GenAI applications"
 readme = "README.md"
 requires-python = ">=3.10"
diff --git a/packages/ragbits-document-search/CHANGELOG.md b/packages/ragbits-document-search/CHANGELOG.md
index a9d29cba..2fc6dddf 100644
--- a/packages/ragbits-document-search/CHANGELOG.md
+++ b/packages/ragbits-document-search/CHANGELOG.md
@@ -2,9 +2,20 @@
 
 ## Unreleased
 
+## 0.3.0 (2024-11-06)
+
+### Added
+
+- Add location metadata to documents ingested into DocumentSearch (#122).
+- Add LiteLLM Reranker (#109).
+
+
 ### Changed
 
+- ragbits-core updated to version v0.3.0
 - refactor: Add dynamic loading for modules that depend on optional dependencies (#148).
+- refactor: change the type in from_source method to Source (#156).
+- refactor: unified API for text representations of Element models (#171).
 
 ## 0.2.0 (2024-10-23)
 
diff --git a/packages/ragbits-document-search/pyproject.toml b/packages/ragbits-document-search/pyproject.toml
index 5488d552..d0e1db25 100644
--- a/packages/ragbits-document-search/pyproject.toml
+++ b/packages/ragbits-document-search/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "ragbits-document-search"
-version = "0.2.0"
+version = "0.3.0"
 description = "Document Search module for Ragbits"
 readme = "README.md"
 requires-python = ">=3.10"
@@ -31,7 +31,7 @@ classifiers = [
     "Topic :: Scientific/Engineering :: Artificial Intelligence",
     "Topic :: Software Development :: Libraries :: Python Modules",
 ]
-dependencies = ["unstructured>=0.15.13", "unstructured-client>=0.26.0", "pdf2image>=1.17.0", "ragbits-core==0.2.0"]
+dependencies = ["unstructured>=0.15.13", "unstructured-client>=0.26.0", "pdf2image>=1.17.0", "ragbits-core==0.3.0"]
 
 [project.optional-dependencies]
 gcs = [
diff --git a/packages/ragbits-evaluate/CHANGELOG.md b/packages/ragbits-evaluate/CHANGELOG.md
index 8d112be7..111e54ac 100644
--- a/packages/ragbits-evaluate/CHANGELOG.md
+++ b/packages/ragbits-evaluate/CHANGELOG.md
@@ -2,6 +2,12 @@
 
 ## Unreleased
 
+## 0.3.0 (2024-11-06)
+
+### Changed
+
+- ragbits-core updated to version v0.3.0
+
 ## 0.2.0 (2024-10-23)
 
 - Initial release of the package.
diff --git a/packages/ragbits-evaluate/pyproject.toml b/packages/ragbits-evaluate/pyproject.toml
index a0dd39f0..b85de759 100644
--- a/packages/ragbits-evaluate/pyproject.toml
+++ b/packages/ragbits-evaluate/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "ragbits-evaluate"
-version = "0.2.0"
+version = "0.3.0"
 description = "Evaluation module for Ragbits components"
 readme = "README.md"
 requires-python = ">=3.10"
@@ -31,7 +31,7 @@ classifiers = [
     "Topic :: Scientific/Engineering :: Artificial Intelligence",
     "Topic :: Software Development :: Libraries :: Python Modules",
 ]
-dependencies = ["hydra-core~=1.3.2", "neptune~=1.12.0", "ragbits-core==0.2.0"]
+dependencies = ["hydra-core~=1.3.2", "neptune~=1.12.0", "ragbits-core==0.3.0"]
 
 [project.optional-dependencies]
 relari = [
diff --git a/packages/ragbits-guardrails/CHANGELOG.md b/packages/ragbits-guardrails/CHANGELOG.md
index e69de29b..5d2f786e 100644
--- a/packages/ragbits-guardrails/CHANGELOG.md
+++ b/packages/ragbits-guardrails/CHANGELOG.md
@@ -0,0 +1,11 @@
+# CHANGELOG
+
+## Unreleased
+
+## 0.3.0 (2024-11-06)
+
+### Added
+
+- Initial release of the package (#169).
+- First guardrail with OpenAI Moderation.
+
diff --git a/packages/ragbits-guardrails/pyproject.toml b/packages/ragbits-guardrails/pyproject.toml
index d398e8b0..ea1e6ddb 100644
--- a/packages/ragbits-guardrails/pyproject.toml
+++ b/packages/ragbits-guardrails/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "ragbits-guardrails"
-version = "0.2.0"
+version = "0.3.0"
 description = "Guardrails module for Ragbits components"
 readme = "README.md"
 requires-python = ">=3.10"
@@ -31,7 +31,7 @@ classifiers = [
     "Topic :: Scientific/Engineering :: Artificial Intelligence",
     "Topic :: Software Development :: Libraries :: Python Modules",
 ]
-dependencies = ["ragbits-core==0.2.0"]
+dependencies = ["ragbits-core==0.3.0"]
 
 [project.optional-dependencies]
 openai = [
diff --git a/packages/ragbits/CHANGELOG.md b/packages/ragbits/CHANGELOG.md
index 8baefb11..bc24aa87 100644
--- a/packages/ragbits/CHANGELOG.md
+++ b/packages/ragbits/CHANGELOG.md
@@ -2,9 +2,33 @@
 
 ## Unreleased
 
+## 0.3.0 (2024-11-06)
+
+### Added
+
+- ragbits-guardrails v0.3.0:
+  - Initial release of the package (#169).
+  - First guardrail with OpenAI Moderation.
+
 ### Changed
 
-- Introduce ruff as linter and code formatter (#87).
+- ragbits-cli updated to version v0.3.0
+- ragbits-document-search updated to version v0.3.0
+  - Add location metadata to documents ingested into DocumentSearch (#122).
+  - Add LiteLLM Reranker (#109).
+  - ragbits-core updated to version v0.3.0
+  - refactor: Add dynamic loading for modules that depend on optional dependencies (#148).
+  - refactor: change the type in from_source method to Source (#156).
+  - refactor: unified API for text representations of Element models (#171).
+- ragbits-evaluate updated to version v0.3.0
+- ragbits-core updated to version v0.3.0
+  - Observability toolset, with initial support to export traces to OpenTelemetry (#168)
+  - CLI commands to render / exec prompts (#146)
+  - Support of images in Prompt abstractions (#149)
+  - Support for different MetadataStores in VectorStore (#144)
+  - Now LLMs can be configured separately for vision, text and structured. (#153)
+  - refactor: Add dynamic loading for modules that depend on optional dependencies (#148).
+  - refactor: Refactor vector store public API. (#151)
 
 ## 0.2.0 (2024-10-23)
 
diff --git a/packages/ragbits/pyproject.toml b/packages/ragbits/pyproject.toml
index 8535989f..f886e7af 100644
--- a/packages/ragbits/pyproject.toml
+++ b/packages/ragbits/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "ragbits"
-version = "0.2.0"
+version = "0.3.0"
 description = "Building blocks for rapid development of GenAI applications"
 dynamic = ["readme"]
 requires-python = ">=3.10"
@@ -32,10 +32,11 @@ classifiers = [
     "Topic :: Software Development :: Libraries :: Python Modules",
 ]
 dependencies = [
-    "ragbits-document-search==0.2.0",
-    "ragbits-cli==0.2.0",
-    "ragbits-evaluate==0.2.0",
-    "ragbits-core==0.2.0"
+    "ragbits-document-search==0.3.0",
+    "ragbits-cli==0.3.0",
+    "ragbits-evaluate==0.3.0",
+    "ragbits-guardrails==0.3.0",
+    "ragbits-core==0.3.0"
 ]
 
 [build-system]
diff --git a/uv.lock b/uv.lock
index aa5c2cbe..4747c499 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2327,8 +2327,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/bc/f7/7ec7fddc92e50714ea3745631f79bd9c96424cb2702632521028e57d3a36/multiprocess-0.70.16-py310-none-any.whl", hash = "sha256:c4a9944c67bd49f823687463660a2d6daae94c289adff97e0f9d696ba6371d02", size = 134824 },
     { url = "https://files.pythonhosted.org/packages/50/15/b56e50e8debaf439f44befec5b2af11db85f6e0f344c3113ae0be0593a91/multiprocess-0.70.16-py311-none-any.whl", hash = "sha256:af4cabb0dac72abfb1e794fa7855c325fd2b55a10a44628a3c1ad3311c04127a", size = 143519 },
     { url = "https://files.pythonhosted.org/packages/0a/7d/a988f258104dcd2ccf1ed40fdc97e26c4ac351eeaf81d76e266c52d84e2f/multiprocess-0.70.16-py312-none-any.whl", hash = "sha256:fc0544c531920dde3b00c29863377f87e1632601092ea2daca74e4beb40faa2e", size = 146741 },
-    { url = "https://files.pythonhosted.org/packages/ea/89/38df130f2c799090c978b366cfdf5b96d08de5b29a4a293df7f7429fa50b/multiprocess-0.70.16-py38-none-any.whl", hash = "sha256:a71d82033454891091a226dfc319d0cfa8019a4e888ef9ca910372a446de4435", size = 132628 },
-    { url = "https://files.pythonhosted.org/packages/da/d9/f7f9379981e39b8c2511c9e0326d212accacb82f12fbfdc1aa2ce2a7b2b6/multiprocess-0.70.16-py39-none-any.whl", hash = "sha256:a0bafd3ae1b732eac64be2e72038231c1ba97724b60b09400d68f229fcc2fbf3", size = 133351 },
 ]
 
 [[package]]
@@ -3106,6 +3104,8 @@ version = "6.0.0"
 source = { registry = "https://pypi.org/simple" }
 sdist = { url = "https://files.pythonhosted.org/packages/18/c7/8c6872f7372eb6a6b2e4708b88419fb46b857f7a2e1892966b851cc79fc9/psutil-6.0.0.tar.gz", hash = "sha256:8faae4f310b6d969fa26ca0545338b21f73c6b15db7c4a8d934a5482faa818f2", size = 508067 }
 wheels = [
+    { url = "https://files.pythonhosted.org/packages/c5/66/78c9c3020f573c58101dc43a44f6855d01bbbd747e24da2f0c4491200ea3/psutil-6.0.0-cp27-none-win32.whl", hash = "sha256:02b69001f44cc73c1c5279d02b30a817e339ceb258ad75997325e0e6169d8b35", size = 249766 },
+    { url = "https://files.pythonhosted.org/packages/e1/3f/2403aa9558bea4d3854b0e5e567bc3dd8e9fbc1fc4453c0aa9aafeb75467/psutil-6.0.0-cp27-none-win_amd64.whl", hash = "sha256:21f1fb635deccd510f69f485b87433460a603919b45e2a324ad65b0cc74f8fb1", size = 253024 },
     { url = "https://files.pythonhosted.org/packages/0b/37/f8da2fbd29690b3557cca414c1949f92162981920699cd62095a984983bf/psutil-6.0.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:c588a7e9b1173b6e866756dde596fd4cad94f9399daf99ad8c3258b3cb2b47a0", size = 250961 },
     { url = "https://files.pythonhosted.org/packages/35/56/72f86175e81c656a01c4401cd3b1c923f891b31fbcebe98985894176d7c9/psutil-6.0.0-cp36-abi3-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6ed2440ada7ef7d0d608f20ad89a04ec47d2d3ab7190896cd62ca5fc4fe08bf0", size = 287478 },
     { url = "https://files.pythonhosted.org/packages/19/74/f59e7e0d392bc1070e9a70e2f9190d652487ac115bb16e2eff6b22ad1d24/psutil-6.0.0-cp36-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5fd9a97c8e94059b0ef54a7d4baf13b405011176c3b6ff257c247cae0d560ecd", size = 290455 },
@@ -3542,22 +3542,16 @@ wheels = [
 
 [[package]]
 name = "ragbits"
-version = "0.2.0"
+version = "0.0.1"
 source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "ragbits-cli" },
-    { name = "ragbits-core" },
-    { name = "ragbits-document-search" },
-    { name = "ragbits-evaluate" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/d4/9c/c5a704e364e5d02aeb00746a486910392373a1eb511ec0efc8e8360551b1/ragbits-0.2.0.tar.gz", hash = "sha256:12a1ab581a92fccb49b57528a41056966d400af01dc858005ff5ba22aecf6ce1", size = 2320 }
+sdist = { url = "https://files.pythonhosted.org/packages/21/f7/4dfc757e4d7adff14a8fad9989f47a88c063ca88456d0525d0d5d3593f54/ragbits-0.0.1.tar.gz", hash = "sha256:673b663730ee2ef0d2813ffe1d1619f3ce5042748a4c02c094c787f499f4c886", size = 1378 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/19/bf/aa5f9f35b24047466cb2fdc065e095d0c609d22004801309e51b402a8211/ragbits-0.2.0-py3-none-any.whl", hash = "sha256:ce690c17a6fcbff402781bdc568df39dfc7f07566c542cd206fb5a631c9ecbb9", size = 1185 },
+    { url = "https://files.pythonhosted.org/packages/96/e1/2cef0ba62827617ebcd183ebe3a7b3ca7cfee8d45f99c953b4db005b9a88/ragbits-0.0.1-py2.py3-none-any.whl", hash = "sha256:101ef35803f4b78b600b7381cf8f3c86f18018fa54156055d9b6e95f708475bf", size = 1354 },
 ]
 
 [[package]]
 name = "ragbits-cli"
-version = "0.2.0"
+version = "0.3.0"
 source = { editable = "packages/ragbits-cli" }
 dependencies = [
     { name = "ragbits-core" },
@@ -3572,7 +3566,7 @@ requires-dist = [
 
 [[package]]
 name = "ragbits-core"
-version = "0.2.0"
+version = "0.3.0"
 source = { editable = "packages/ragbits-core" }
 dependencies = [
     { name = "jinja2" },
@@ -3639,7 +3633,7 @@ dev = [
 
 [[package]]
 name = "ragbits-document-search"
-version = "0.2.0"
+version = "0.3.0"
 source = { editable = "packages/ragbits-document-search" }
 dependencies = [
     { name = "pdf2image" },
@@ -3688,7 +3682,7 @@ dev = [
 
 [[package]]
 name = "ragbits-evaluate"
-version = "0.2.0"
+version = "0.3.0"
 source = { editable = "packages/ragbits-evaluate" }
 dependencies = [
     { name = "hydra-core" },
@@ -3729,7 +3723,7 @@ dev = [
 
 [[package]]
 name = "ragbits-guardrails"
-version = "0.2.0"
+version = "0.3.0"
 source = { editable = "packages/ragbits-guardrails" }
 dependencies = [
     { name = "ragbits-core" },