Repository: deepsense-ai/ragbits (language: python)

Issue:
chore: switch to native namespaced packages



Discussion / hints:

Fix patch:
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 3ea6ddf7..ae805a5e 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -16,7 +16,14 @@ jobs:
       contents: read
     steps:
       - uses: actions/checkout@v4
-      - uses: actions/setup-python@v4
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v2
+        with:
+          version: "0.4.10"
+
+      - name: Set up Python
+        uses: actions/setup-python@v4
         with:
           python-version: "3.10"
 
@@ -26,11 +33,13 @@ jobs:
           path: ~/.cache/pre-commit
           key: pre-commit-3|${{ env.pythonLocation }}|${{ hashFiles('.pre-commit-config.yaml') }}
 
-      - name: Install pre-commit
-        run: pip3 install pre-commit
+      - name: Install Dependencies
+        run: source ./setup_dev_env.sh
 
       - name: Run pre-commit checks
-        run: pre-commit run --all-files --show-diff-on-failure --color always
+        run: |
+          source .venv/bin/activate
+          pre-commit run --all-files --show-diff-on-failure --color always
 
       - name: Run Trivy vulnerability scanner
         uses: aquasecurity/trivy-action@master
@@ -57,17 +66,14 @@ jobs:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
           comment_tag: trivy
 
-      - name: Create venv
-        run: . ./setup_dev_env.sh
-
       - name: Check licenses
         run: |
-          source venv/bin/activate
+          source .venv/bin/activate
           ./check_licenses.sh
 
       - name: Generate pip freeze
         run: |
-          source venv/bin/activate
+          source .venv/bin/activate
           pip freeze > requirements-freeze.txt
 
       - name: Publish Artefacts
@@ -93,9 +99,8 @@ jobs:
 
       - name: Validate package build
         run: |
-          source venv/bin/activate
-          python -m pip install -U build
-          for dir in packages/*/; do python -m build "$dir"; done
+          source .venv/bin/activate
+          for dir in packages/*/; do uv build "$dir" --out-dir dist; done
 
       - name: Publish Package
         uses: actions/upload-artifact@v3
@@ -121,6 +126,12 @@ jobs:
           - python-version: "3.10"
     steps:
       - uses: actions/checkout@v4
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v2
+        with:
+          version: "0.4.10"
+
       - name: Set up Python ${{ matrix.python-version }}
         uses: actions/setup-python@v4
         with:
@@ -129,18 +140,18 @@ jobs:
       - name: Cache Dependencies
         uses: actions/cache@v3
         with:
-          path: ~/.cache/pip
-          key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements-dev.txt') }}-${{ hashFiles('**/setup.cfg') }}-${{ hashFiles('**/pyproject.toml') }}
+          path: ~/.cache/uv
+          key: ${{ runner.os }}-pip-${{ hashFiles('**/pyproject.toml') }}
           restore-keys: |
             ${{ runner.os }}-pip-
 
       - name: Install Dependencies
-        run: . ./setup_dev_env.sh
+        run: source ./setup_dev_env.sh
 
       - name: Run Tests With Coverage
         run: |
           # run with coverage to not execute tests twice
-          source venv/bin/activate
+          source .venv/bin/activate
           coverage run -m pytest -v -p no:warnings --junitxml=report.xml
           coverage report
           coverage xml
diff --git a/README.md b/README.md
index 5b7a1cbf..2a2d8255 100644
--- a/README.md
+++ b/README.md
@@ -1,22 +1,19 @@
-# ragbits
+# Ragbits
 
 Repository for internal experiment with our upcoming LLM framework.
 
+# Installation
 
-# Setup developer environment
+## Build from source
 
-To start, you need to setup your local machine.
+To build and run Ragbits from the source code:
 
-## Setup venv
-
-You need to setup virtual environment, simplest way is to run from project root directory:
+1. Requirements: [**uv**](https://docs.astral.sh/uv/getting-started/installation/) & [**python**](https://docs.astral.sh/uv/guides/install-python/) 3.10 or higher
+2. Install dependencies and run venv in editable mode:
 
 ```bash
-$ . ./setup_dev_env.sh
-$ source venv/bin/activate
+$ source ./setup_dev_env.sh
 ```
-This will create a new venv and install all packages from this repository in editable mode.
-It will also intall their dependencies and the dev dependencies from `requirements-dev.txt`.
 
 ## Install pre-commit
 
diff --git a/check_licenses.sh b/check_licenses.sh
index cd213c7a..0a88bacd 100755
--- a/check_licenses.sh
+++ b/check_licenses.sh
@@ -1,9 +1,9 @@
 #!/bin/bash
 set -e
 
-. venv/bin/activate
+source .venv/bin/activate
 
-pip-licenses --from=mixed  --ignore-packages `cat .libraries-whitelist.txt`> licenses.txt
+uv run pip-licenses --from=mixed  --ignore-packages `cat .libraries-whitelist.txt`> licenses.txt
 cat licenses.txt
 
 FOUND=$(tail -n +2 licenses.txt | grep -v -f .license-whitelist.txt | wc -l)
diff --git a/docker/precommit/Dockerfile b/docker/precommit/Dockerfile
deleted file mode 100644
index 24f11ecb..00000000
--- a/docker/precommit/Dockerfile
+++ /dev/null
@@ -1,24 +0,0 @@
-# Creates a dockerfile with pre-commit preconfigured.
-# Can be used to reduce time for linting stage.
-
-FROM python:3.10-slim-buster
-
-ENV PRE_COMMIT_VERSION 3.0.4
-
-RUN apt-get update \
-  && apt-get install -y --no-install-recommends git \
-  && apt-get purge -y --auto-remove \
-  && rm -rf /var/lib/apt/lists/*
-
-RUN mkdir /tmp/pre-commit && mkdir /project && cd /tmp/pre-commit \
-  && git init . \
-  && python3 -m pip install --no-cache-dir --upgrade pip
-
-RUN cd /tmp/pre-commit \
-  && python3 -m pip install --no-cache-dir pre-commit==${PRE_COMMIT_VERSION}
-
-ARG src=".pre-commit-config.yaml"
-COPY ${src} /tmp/pre-commit/.pre-commit-config.yaml
-RUN cd /tmp/pre-commit \
-  && pre-commit install \
-  && pre-commit run
diff --git a/packages/ragbits-common/pyproject.toml b/packages/ragbits-common/pyproject.toml
deleted file mode 100644
index 67ea20b7..00000000
--- a/packages/ragbits-common/pyproject.toml
+++ /dev/null
@@ -1,3 +0,0 @@
-[build-system]
-requires = ["setuptools >= 40.9.0", "wheel"]
-build-backend = "setuptools.build_meta"
diff --git a/packages/ragbits-common/setup.cfg b/packages/ragbits-common/setup.cfg
deleted file mode 100644
index d92bc947..00000000
--- a/packages/ragbits-common/setup.cfg
+++ /dev/null
@@ -1,53 +0,0 @@
-[metadata]
-name = ragbits-common
-version = 0.0.1
-description = "common utilities for the ragbits framework"
-author = deepsense.ai
-author_email = contact@deepsense.ai
-license = Other/Proprietary License
-license_files = LICENSE.md
-classifiers =
-    Development Status :: 1 - Planning
-    Environment :: Console
-    Intended Audience :: Science/Research
-    License :: Other/Proprietary License
-    Natural Language :: English
-    Operating System :: Independent
-    Programming Language :: Python :: 3.10
-    Programming Language :: Python :: 3.11
-    Programming Language :: Python :: 3.12
-    Topic :: AI
-    Private :: Do Not Upload
-
-[options]
-package_dir=
-    =src
-packages=find:
-zip_safe = False
-platforms = any
-include_package_data = True
-python_requires = >=3.10
-install_requires =
-    python-dotenv>=0.5.1
-    pydantic>=2.8.2
-    jinja2>=3.1.4
-    typing-extensions>=4.12.2
-
-[options.extras_require]
-litellm =
-    litellm>=1.44.9
-
-local =
-    torch~=2.2.1
-    transformers~=4.44.2
-    numpy~=1.24.0
-
-[options.packages.find]
-where=src
-
-[bdist_wheel]
-universal = 1
-
-[aliases]
-# Alias `setup.py test` to `setup.py pytest`
-test = pytest
\ No newline at end of file
diff --git a/packages/ragbits-common/src/ragbits_common/prompt/__init__.py b/packages/ragbits-common/src/ragbits_common/prompt/__init__.py
deleted file mode 100644
index 8417e3c0..00000000
--- a/packages/ragbits-common/src/ragbits_common/prompt/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-from ragbits_common.prompt.prompt import ChatFormat, Prompt
-
-__all__ = ["Prompt", "ChatFormat"]
diff --git a/packages/ragbits-core/README.md b/packages/ragbits-core/README.md
new file mode 100644
index 00000000..63ad1565
--- /dev/null
+++ b/packages/ragbits-core/README.md
@@ -0,0 +1,1 @@
+# Ragbits Core
diff --git a/packages/ragbits-common/examples/llm_example.py b/packages/ragbits-core/examples/llm_example.py
similarity index 88%
rename from packages/ragbits-common/examples/llm_example.py
rename to packages/ragbits-core/examples/llm_example.py
index 4a2c29bd..adcd61e0 100644
--- a/packages/ragbits-common/examples/llm_example.py
+++ b/packages/ragbits-core/examples/llm_example.py
@@ -1,9 +1,15 @@
+# /// script
+# requires-python = ">=3.10"
+# dependencies = [
+#     "ragbits[litellm]",
+# ]
+# ///
 import asyncio
 
 from pydantic import BaseModel
 
-from ragbits_common.llms.litellm import LiteLLM
-from ragbits_common.prompt import Prompt
+from ragbits.core.llms.litellm import LiteLLM
+from ragbits.core.prompt import Prompt
 
 
 class LoremPromptInput(BaseModel):
diff --git a/packages/ragbits-common/examples/prompt_example.py b/packages/ragbits-core/examples/prompt_example.py
similarity index 90%
rename from packages/ragbits-common/examples/prompt_example.py
rename to packages/ragbits-core/examples/prompt_example.py
index 70bcb5e1..51ce05ea 100644
--- a/packages/ragbits-common/examples/prompt_example.py
+++ b/packages/ragbits-core/examples/prompt_example.py
@@ -1,6 +1,12 @@
+# /// script
+# requires-python = ">=3.10"
+# dependencies = [
+#     "ragbits",
+# ]
+# ///
 from pydantic import BaseModel
 
-from ragbits_common.prompt import Prompt
+from ragbits.core.prompt import Prompt
 
 
 class LoremPromptInput(BaseModel):
diff --git a/packages/ragbits-core/pyproject.toml b/packages/ragbits-core/pyproject.toml
new file mode 100644
index 00000000..f2d2986b
--- /dev/null
+++ b/packages/ragbits-core/pyproject.toml
@@ -0,0 +1,69 @@
+[project]
+name = "ragbits"
+version = "0.1.0"
+description = "Building blocks for rapid development of GenAI applications"
+readme = "README.md"
+requires-python = ">=3.10"
+license = "MIT"
+authors = [
+    { name = "deepsense.ai", email = "contact@deepsense.ai"}
+]
+keywords = [
+    "Retrieval Augmented Generation",
+    "RAG",
+    "Large Language Models",
+    "LLMs",
+    "Generative AI",
+    "GenAI",
+    "Prompt Management"
+]
+classifiers = [
+    "Development Status :: 1 - Planning",
+    "Environment :: Console",
+    "Intended Audience :: Science/Research",
+    "License :: OSI Approved :: MIT License",
+    "Natural Language :: English",
+    "Operating System :: OS Independent",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
+    "Topic :: Scientific/Engineering :: Artificial Intelligence",
+    "Topic :: Software Development :: Libraries :: Python Modules",
+    "Private :: Do Not Upload"
+]
+dependencies = [
+    "jinja2>=3.1.4",
+    "pydantic>=2.9.1"
+]
+
+[project.optional-dependencies]
+litellm = [
+    "litellm~=1.46.0",
+]
+local = [
+    "torch~=2.2.1",
+    "transformers~=4.44.2",
+    "numpy~=1.24.0"
+]
+
+[tool.uv]
+dev-dependencies = [
+    "pre-commit~=3.8.0",
+    "pytest~=8.3.3",
+    "pytest-cov~=5.0.0",
+    "pytest-asyncio~=0.24.0",
+    "pip-licenses>=4.0.0,<5.0.0"
+]
+
+[build-system]
+requires = ["hatchling"]
+build-backend = "hatchling.build"
+
+[tool.hatch.metadata]
+allow-direct-references = true
+
+[tool.hatch.build.targets.wheel]
+packages = ["src/ragbits"]
+
+[tool.pytest.ini_options]
+asyncio_mode = "auto"
diff --git a/packages/ragbits-common/src/py.typed b/packages/ragbits-core/src/py.typed
similarity index 100%
rename from packages/ragbits-common/src/py.typed
rename to packages/ragbits-core/src/py.typed
diff --git a/packages/ragbits-common/examples/__init__.py b/packages/ragbits-core/src/ragbits/core/__init__.py
similarity index 100%
rename from packages/ragbits-common/examples/__init__.py
rename to packages/ragbits-core/src/ragbits/core/__init__.py
diff --git a/packages/ragbits-common/src/ragbits_common/__init__.py b/packages/ragbits-core/src/ragbits/core/embeddings/__init__.py
similarity index 100%
rename from packages/ragbits-common/src/ragbits_common/__init__.py
rename to packages/ragbits-core/src/ragbits/core/embeddings/__init__.py
diff --git a/packages/ragbits-common/src/ragbits_common/embeddings/base.py b/packages/ragbits-core/src/ragbits/core/embeddings/base.py
similarity index 100%
rename from packages/ragbits-common/src/ragbits_common/embeddings/base.py
rename to packages/ragbits-core/src/ragbits/core/embeddings/base.py
diff --git a/packages/ragbits-common/src/ragbits_common/embeddings/exceptions.py b/packages/ragbits-core/src/ragbits/core/embeddings/exceptions.py
similarity index 100%
rename from packages/ragbits-common/src/ragbits_common/embeddings/exceptions.py
rename to packages/ragbits-core/src/ragbits/core/embeddings/exceptions.py
diff --git a/packages/ragbits-common/src/ragbits_common/embeddings/litellm.py b/packages/ragbits-core/src/ragbits/core/embeddings/litellm.py
similarity index 94%
rename from packages/ragbits-common/src/ragbits_common/embeddings/litellm.py
rename to packages/ragbits-core/src/ragbits/core/embeddings/litellm.py
index 76014147..1d8fb9d8 100644
--- a/packages/ragbits-common/src/ragbits_common/embeddings/litellm.py
+++ b/packages/ragbits-core/src/ragbits/core/embeddings/litellm.py
@@ -7,8 +7,8 @@
 except ImportError:
     HAS_LITELLM = False
 
-from ragbits_common.embeddings.base import Embeddings
-from ragbits_common.embeddings.exceptions import EmbeddingConnectionError, EmbeddingResponseError, EmbeddingStatusError
+from ragbits.core.embeddings.base import Embeddings
+from ragbits.core.embeddings.exceptions import EmbeddingConnectionError, EmbeddingResponseError, EmbeddingStatusError
 
 
 class LiteLLMEmbeddings(Embeddings):
diff --git a/packages/ragbits-common/src/ragbits_common/llms/__init__.py b/packages/ragbits-core/src/ragbits/core/llms/__init__.py
similarity index 100%
rename from packages/ragbits-common/src/ragbits_common/llms/__init__.py
rename to packages/ragbits-core/src/ragbits/core/llms/__init__.py
diff --git a/packages/ragbits-common/src/ragbits_common/llms/base.py b/packages/ragbits-core/src/ragbits/core/llms/base.py
similarity index 97%
rename from packages/ragbits-common/src/ragbits_common/llms/base.py
rename to packages/ragbits-core/src/ragbits/core/llms/base.py
index 2b628a3e..178b054c 100644
--- a/packages/ragbits-common/src/ragbits_common/llms/base.py
+++ b/packages/ragbits-core/src/ragbits/core/llms/base.py
@@ -2,7 +2,7 @@
 from functools import cached_property
 from typing import Generic, Optional, Type, cast, overload
 
-from ragbits_common.prompt.base import BasePrompt, BasePromptWithParser, OutputT
+from ragbits.core.prompt.base import BasePrompt, BasePromptWithParser, OutputT
 
 from .clients.base import LLMClient, LLMClientOptions, LLMOptions
 
diff --git a/packages/ragbits-common/src/ragbits_common/llms/clients/__init__.py b/packages/ragbits-core/src/ragbits/core/llms/clients/__init__.py
similarity index 100%
rename from packages/ragbits-common/src/ragbits_common/llms/clients/__init__.py
rename to packages/ragbits-core/src/ragbits/core/llms/clients/__init__.py
diff --git a/packages/ragbits-common/src/ragbits_common/llms/clients/base.py b/packages/ragbits-core/src/ragbits/core/llms/clients/base.py
similarity index 98%
rename from packages/ragbits-common/src/ragbits_common/llms/clients/base.py
rename to packages/ragbits-core/src/ragbits/core/llms/clients/base.py
index 2cbd3766..eaca8095 100644
--- a/packages/ragbits-common/src/ragbits_common/llms/clients/base.py
+++ b/packages/ragbits-core/src/ragbits/core/llms/clients/base.py
@@ -4,7 +4,7 @@
 
 from pydantic import BaseModel
 
-from ragbits_common.prompt import ChatFormat
+from ragbits.core.prompt import ChatFormat
 
 from ..types import NotGiven
 
diff --git a/packages/ragbits-common/src/ragbits_common/llms/clients/exceptions.py b/packages/ragbits-core/src/ragbits/core/llms/clients/exceptions.py
similarity index 100%
rename from packages/ragbits-common/src/ragbits_common/llms/clients/exceptions.py
rename to packages/ragbits-core/src/ragbits/core/llms/clients/exceptions.py
diff --git a/packages/ragbits-common/src/ragbits_common/llms/clients/litellm.py b/packages/ragbits-core/src/ragbits/core/llms/clients/litellm.py
similarity index 99%
rename from packages/ragbits-common/src/ragbits_common/llms/clients/litellm.py
rename to packages/ragbits-core/src/ragbits/core/llms/clients/litellm.py
index 30ff43ca..b504c9de 100644
--- a/packages/ragbits-common/src/ragbits_common/llms/clients/litellm.py
+++ b/packages/ragbits-core/src/ragbits/core/llms/clients/litellm.py
@@ -11,7 +11,7 @@
     HAS_LITELLM = False
 
 
-from ragbits_common.prompt import ChatFormat
+from ragbits.core.prompt import ChatFormat
 
 from ..types import NOT_GIVEN, NotGiven
 from .base import LLMClient, LLMOptions
diff --git a/packages/ragbits-common/src/ragbits_common/llms/clients/local.py b/packages/ragbits-core/src/ragbits/core/llms/clients/local.py
similarity index 98%
rename from packages/ragbits-common/src/ragbits_common/llms/clients/local.py
rename to packages/ragbits-core/src/ragbits/core/llms/clients/local.py
index a0941f7a..50c4fc54 100644
--- a/packages/ragbits-common/src/ragbits_common/llms/clients/local.py
+++ b/packages/ragbits-core/src/ragbits/core/llms/clients/local.py
@@ -11,7 +11,7 @@
 except ImportError:
     HAS_LOCAL_LLM = False
 
-from ragbits_common.prompt import ChatFormat
+from ragbits.core.prompt import ChatFormat
 
 from ..types import NOT_GIVEN, NotGiven
 from .base import LLMClient, LLMOptions
diff --git a/packages/ragbits-common/src/ragbits_common/llms/litellm.py b/packages/ragbits-core/src/ragbits/core/llms/litellm.py
similarity index 98%
rename from packages/ragbits-common/src/ragbits_common/llms/litellm.py
rename to packages/ragbits-core/src/ragbits/core/llms/litellm.py
index 2c3e1b30..86bb4d07 100644
--- a/packages/ragbits-common/src/ragbits_common/llms/litellm.py
+++ b/packages/ragbits-core/src/ragbits/core/llms/litellm.py
@@ -8,7 +8,7 @@
 except ImportError:
     HAS_LITELLM = False
 
-from ragbits_common.prompt.base import BasePrompt
+from ragbits.core.prompt.base import BasePrompt
 
 from .base import LLM
 from .clients.litellm import LiteLLMClient, LiteLLMOptions
diff --git a/packages/ragbits-common/src/ragbits_common/llms/local.py b/packages/ragbits-core/src/ragbits/core/llms/local.py
similarity index 97%
rename from packages/ragbits-common/src/ragbits_common/llms/local.py
rename to packages/ragbits-core/src/ragbits/core/llms/local.py
index 9b3000a8..1aa5b99c 100644
--- a/packages/ragbits-common/src/ragbits_common/llms/local.py
+++ b/packages/ragbits-core/src/ragbits/core/llms/local.py
@@ -8,7 +8,7 @@
 except ImportError:
     HAS_LOCAL_LLM = False
 
-from ragbits_common.prompt.base import BasePrompt
+from ragbits.core.prompt.base import BasePrompt
 
 from .base import LLM
 from .clients.local import LocalLLMClient, LocalLLMOptions
diff --git a/packages/ragbits-common/src/ragbits_common/llms/types.py b/packages/ragbits-core/src/ragbits/core/llms/types.py
similarity index 100%
rename from packages/ragbits-common/src/ragbits_common/llms/types.py
rename to packages/ragbits-core/src/ragbits/core/llms/types.py
diff --git a/packages/ragbits-core/src/ragbits/core/prompt/__init__.py b/packages/ragbits-core/src/ragbits/core/prompt/__init__.py
new file mode 100644
index 00000000..007312ef
--- /dev/null
+++ b/packages/ragbits-core/src/ragbits/core/prompt/__init__.py
@@ -0,0 +1,3 @@
+from ragbits.core.prompt.prompt import ChatFormat, Prompt
+
+__all__ = ["Prompt", "ChatFormat"]
diff --git a/packages/ragbits-common/src/ragbits_common/prompt/base.py b/packages/ragbits-core/src/ragbits/core/prompt/base.py
similarity index 100%
rename from packages/ragbits-common/src/ragbits_common/prompt/base.py
rename to packages/ragbits-core/src/ragbits/core/prompt/base.py
diff --git a/packages/ragbits-common/src/ragbits_common/prompt/parsers.py b/packages/ragbits-core/src/ragbits/core/prompt/parsers.py
similarity index 100%
rename from packages/ragbits-common/src/ragbits_common/prompt/parsers.py
rename to packages/ragbits-core/src/ragbits/core/prompt/parsers.py
diff --git a/packages/ragbits-common/src/ragbits_common/prompt/prompt.py b/packages/ragbits-core/src/ragbits/core/prompt/prompt.py
similarity index 100%
rename from packages/ragbits-common/src/ragbits_common/prompt/prompt.py
rename to packages/ragbits-core/src/ragbits/core/prompt/prompt.py
diff --git a/packages/ragbits-common/src/ragbits_common/py.typed b/packages/ragbits-core/src/ragbits/py.typed
similarity index 100%
rename from packages/ragbits-common/src/ragbits_common/py.typed
rename to packages/ragbits-core/src/ragbits/py.typed
diff --git a/packages/ragbits-dev-kit/README.md b/packages/ragbits-dev-kit/README.md
new file mode 100644
index 00000000..f27a2678
--- /dev/null
+++ b/packages/ragbits-dev-kit/README.md
@@ -0,0 +1,1 @@
+# Ragbits Development Kit
diff --git a/packages/ragbits-dev-kit/pyproject.toml b/packages/ragbits-dev-kit/pyproject.toml
index 67ea20b7..7f3eaad2 100644
--- a/packages/ragbits-dev-kit/pyproject.toml
+++ b/packages/ragbits-dev-kit/pyproject.toml
@@ -1,3 +1,64 @@
+[project]
+name = "ragbits-dev-kit"
+version = "0.1.0"
+description = "Development kit for Ragbits"
+readme = "README.md"
+requires-python = ">=3.10"
+license = "MIT"
+authors = [
+    { name = "deepsense.ai", email = "contact@deepsense.ai"}
+]
+keywords = [
+    "Retrieval Augmented Generation",
+    "RAG",
+    "Large Language Models",
+    "LLMs",
+    "Generative AI",
+    "GenAI",
+    "Prompt Management",
+    "Development Kit",
+]
+classifiers = [
+    "Development Status :: 1 - Planning",
+    "Environment :: Console",
+    "Intended Audience :: Science/Research",
+    "License :: OSI Approved :: MIT License",
+    "Natural Language :: English",
+    "Operating System :: OS Independent",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
+    "Topic :: Scientific/Engineering :: Artificial Intelligence",
+    "Topic :: Software Development :: Libraries :: Python Modules",
+    "Private :: Do Not Upload"
+]
+dependencies = [
+    "gradio~=4.44.0",
+    "typer~=0.12.5"
+]
+
+[project.scripts]
+prompt-lab = "ragbits.dev_kit.app:main"
+
+[tool.uv]
+dev-dependencies = [
+    "pre-commit~=3.8.0",
+    "pytest~=8.3.3",
+    "pytest-cov~=5.0.0",
+    "pytest-asyncio~=0.24.0",
+    "pip-licenses>=4.0.0,<5.0.0",
+    "ragbits[litellm,local]"
+]
+
 [build-system]
-requires = ["setuptools >= 40.9.0", "wheel"]
-build-backend = "setuptools.build_meta"
+requires = ["hatchling"]
+build-backend = "hatchling.build"
+
+[tool.hatch.metadata]
+allow-direct-references = true
+
+[tool.hatch.build.targets.wheel]
+packages = ["src/ragbits"]
+
+[tool.pytest.ini_options]
+asyncio_mode = "auto"
diff --git a/packages/ragbits-dev-kit/setup.cfg b/packages/ragbits-dev-kit/setup.cfg
deleted file mode 100644
index f3ed1ad1..00000000
--- a/packages/ragbits-dev-kit/setup.cfg
+++ /dev/null
@@ -1,52 +0,0 @@
-[metadata]
-name = ragbits-dev-kit
-version = 0.0.1
-description = "dev kit for ragbits framework"
-author = deepsense.ai
-author_email = contact@deepsense.ai
-license = Other/Proprietary License
-license_files = LICENSE.md
-classifiers =
-    Development Status :: 1 - Planning
-    Environment :: Console
-    Intended Audience :: Science/Research
-    License :: Other/Proprietary License
-    Natural Language :: English
-    Operating System :: Independent
-    Programming Language :: Python :: 3.10
-    Programming Language :: Python :: 3.11
-    Programming Language :: Python :: 3.12
-    Topic :: AI
-    Private :: Do Not Upload
-
-[options]
-package_dir=
-    =src
-packages=find:
-zip_safe = False
-platforms = any
-include_package_data = True
-python_requires = >=3.10
-install_requires =
-    python-dotenv>=0.5.1
-    pydantic>=2.8.2
-    jinja2>=3.1.4
-    typing-extensions>=4.12.2
-
-[options.extras_require]
-litellm =
-    litellm>=1.44.5
-
-local =
-    torch~=2.2.1
-    transformers~=4.44.2
-
-[options.packages.find]
-where=src
-
-[bdist_wheel]
-universal = 1
-
-[aliases]
-# Alias `setup.py test` to `setup.py pytest`
-test = pytest
diff --git a/packages/ragbits-common/tests/unit/llms/__init__.py b/packages/ragbits-dev-kit/src/ragbits/dev_kit/__init__.py
similarity index 100%
rename from packages/ragbits-common/tests/unit/llms/__init__.py
rename to packages/ragbits-dev-kit/src/ragbits/dev_kit/__init__.py
diff --git a/packages/ragbits-common/tests/unit/prompts/__init__.py b/packages/ragbits-dev-kit/src/ragbits/dev_kit/prompt_lab/__init__.py
similarity index 100%
rename from packages/ragbits-common/tests/unit/prompts/__init__.py
rename to packages/ragbits-dev-kit/src/ragbits/dev_kit/prompt_lab/__init__.py
diff --git a/packages/ragbits-dev-kit/src/ragbits_dev_kit/app/main.py b/packages/ragbits-dev-kit/src/ragbits/dev_kit/prompt_lab/app.py
similarity index 98%
rename from packages/ragbits-dev-kit/src/ragbits_dev_kit/app/main.py
rename to packages/ragbits-dev-kit/src/ragbits/dev_kit/prompt_lab/app.py
index d0db70d2..879d7963 100644
--- a/packages/ragbits-dev-kit/src/ragbits_dev_kit/app/main.py
+++ b/packages/ragbits-dev-kit/src/ragbits/dev_kit/prompt_lab/app.py
@@ -5,10 +5,10 @@
 import jinja2
 import typer
 from pydantic import BaseModel
-from ragbits_dev_kit.discovery.prompt_discovery import PromptDiscovery
 
-from ragbits_common.llms import LiteLLM
-from ragbits_common.llms.clients import LiteLLMOptions
+from ragbits.core.llms import LiteLLM
+from ragbits.core.llms.clients import LiteLLMOptions
+from ragbits.dev_kit.prompt_lab.discovery.prompt_discovery import PromptDiscovery
 
 
 class PromptState:
diff --git a/packages/ragbits-dev-kit/src/ragbits/dev_kit/prompt_lab/discovery/__init__.py b/packages/ragbits-dev-kit/src/ragbits/dev_kit/prompt_lab/discovery/__init__.py
new file mode 100644
index 00000000..cc7bae5c
--- /dev/null
+++ b/packages/ragbits-dev-kit/src/ragbits/dev_kit/prompt_lab/discovery/__init__.py
@@ -0,0 +1,3 @@
+from .prompt_discovery import PromptDiscovery
+
+__all__ = ["PromptDiscovery"]
diff --git a/packages/ragbits-dev-kit/src/ragbits_dev_kit/discovery/prompt_discovery.py b/packages/ragbits-dev-kit/src/ragbits/dev_kit/prompt_lab/discovery/prompt_discovery.py
similarity index 98%
rename from packages/ragbits-dev-kit/src/ragbits_dev_kit/discovery/prompt_discovery.py
rename to packages/ragbits-dev-kit/src/ragbits/dev_kit/prompt_lab/discovery/prompt_discovery.py
index 38be1157..3bc1f736 100644
--- a/packages/ragbits-dev-kit/src/ragbits_dev_kit/discovery/prompt_discovery.py
+++ b/packages/ragbits-dev-kit/src/ragbits/dev_kit/prompt_lab/discovery/prompt_discovery.py
@@ -4,7 +4,7 @@
 from collections import namedtuple
 from typing import Any
 
-from ragbits_common.prompt import Prompt
+from ragbits.core.prompt import Prompt
 
 PromptDetails = namedtuple("PromptDetails", ["system_prompt", "user_prompt", "input_type", "object"])
 
diff --git a/packages/ragbits-dev-kit/src/ragbits_dev_kit/discovery/__init__.py b/packages/ragbits-dev-kit/src/ragbits_dev_kit/discovery/__init__.py
deleted file mode 100644
index ee2fecf0..00000000
--- a/packages/ragbits-dev-kit/src/ragbits_dev_kit/discovery/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-from ragbits_dev_kit.discovery.prompt_discovery import PromptDiscovery
-
-__all__ = ["PromptDiscovery"]
diff --git a/packages/ragbits-document-search/README.md b/packages/ragbits-document-search/README.md
new file mode 100644
index 00000000..473425f0
--- /dev/null
+++ b/packages/ragbits-document-search/README.md
@@ -0,0 +1,1 @@
+# Ragbits Document Search
diff --git a/packages/ragbits-document-search/examples/simple_text.py b/packages/ragbits-document-search/examples/simple_text.py
index 43bbc96c..186e06bf 100644
--- a/packages/ragbits-document-search/examples/simple_text.py
+++ b/packages/ragbits-document-search/examples/simple_text.py
@@ -1,10 +1,16 @@
+# /// script
+# requires-python = ">=3.10"
+# dependencies = [
+#     "ragbits-document-search",
+#     "ragbits[litellm]",
+# ]
+# ///
 import asyncio
 
-from ragbits_document_search import DocumentSearch
-from ragbits_document_search.documents.document import DocumentMeta
-from ragbits_document_search.vector_store.in_memory import InMemoryVectorStore
-
-from ragbits_common.embeddings.litellm import LiteLLMEmbeddings
+from ragbits.core.embeddings.litellm import LiteLLMEmbeddings
+from ragbits.document_search import DocumentSearch
+from ragbits.document_search.documents.document import DocumentMeta
+from ragbits.document_search.vector_store.in_memory import InMemoryVectorStore
 
 documents = [
     DocumentMeta.create_text_document_from_literal("RIP boiled water. You will be mist."),
diff --git a/packages/ragbits-document-search/pyproject.toml b/packages/ragbits-document-search/pyproject.toml
index 67ea20b7..98c29ebd 100644
--- a/packages/ragbits-document-search/pyproject.toml
+++ b/packages/ragbits-document-search/pyproject.toml
@@ -1,3 +1,63 @@
+[project]
+name = "ragbits-document-search"
+version = "0.1.0"
+description = "Document Search module for Ragbits"
+readme = "README.md"
+requires-python = ">=3.10"
+license = "MIT"
+authors = [
+    { name = "deepsense.ai", email = "contact@deepsense.ai"}
+]
+keywords = [
+    "Retrieval Augmented Generation",
+    "RAG",
+    "Large Language Models",
+    "LLMs",
+    "Generative AI",
+    "GenAI",
+    "Document Search"
+]
+classifiers = [
+    "Development Status :: 1 - Planning",
+    "Environment :: Console",
+    "Intended Audience :: Science/Research",
+    "License :: OSI Approved :: MIT License",
+    "Natural Language :: English",
+    "Operating System :: OS Independent",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
+    "Topic :: Scientific/Engineering :: Artificial Intelligence",
+    "Topic :: Software Development :: Libraries :: Python Modules",
+    "Private :: Do Not Upload"
+]
+dependencies = [
+    "numpy~=1.24.0",
+    "ragbits"
+]
+
+[tool.uv]
+dev-dependencies = [
+    "pre-commit~=3.8.0",
+    "pytest~=8.3.3",
+    "pytest-cov~=5.0.0",
+    "pytest-asyncio~=0.24.0",
+    "pip-licenses>=4.0.0,<5.0.0",
+    "ragbits[litellm,local]"
+]
+
+[tool.uv.sources]
+ragbits = { workspace = true }
+
 [build-system]
-requires = ["setuptools >= 40.9.0", "wheel"]
-build-backend = "setuptools.build_meta"
+requires = ["hatchling"]
+build-backend = "hatchling.build"
+
+[tool.hatch.metadata]
+allow-direct-references = true
+
+[tool.hatch.build.targets.wheel]
+packages = ["src/ragbits"]
+
+[tool.pytest.ini_options]
+asyncio_mode = "auto"
diff --git a/packages/ragbits-document-search/setup.cfg b/packages/ragbits-document-search/setup.cfg
deleted file mode 100644
index a187a55a..00000000
--- a/packages/ragbits-document-search/setup.cfg
+++ /dev/null
@@ -1,43 +0,0 @@
-[metadata]
-name = ragbits-document-search
-# do not change version by hand: use bump_version.sh
-version = 0.0.1
-description = "The ragstack module responsible for fetching data from unstructured data sources."
-author = deepsense.ai
-author_email = contact@deepsense.ai
-license = Other/Proprietary License
-license_files = LICENSE.md
-classifiers =
-    Development Status :: 1 - Planning
-    Environment :: Console
-    Intended Audience :: Science/Research
-    License :: Other/Proprietary License
-    Natural Language :: English
-    Operating System :: Independent
-    Programming Language :: Python :: 3.10
-    Programming Language :: Python :: 3.11
-    Programming Language :: Python :: 3.12
-    Topic :: AI
-    Private :: Do Not Upload
-
-[options]
-package_dir=
-    =src
-packages=find:
-zip_safe = False
-platforms = any
-include_package_data = True
-python_requires = >=3.10
-install_requires =
-    numpy>=1.24.0
-    pydantic>=2.8.2
-
-[options.packages.find]
-where=src
-
-[bdist_wheel]
-universal = 1
-
-[aliases]
-# Alias `setup.py test` to `setup.py pytest`
-test = pytest
diff --git a/packages/ragbits-document-search/src/ragbits_document_search/__init__.py b/packages/ragbits-document-search/src/ragbits/document_search/__init__.py
similarity index 100%
rename from packages/ragbits-document-search/src/ragbits_document_search/__init__.py
rename to packages/ragbits-document-search/src/ragbits/document_search/__init__.py
diff --git a/packages/ragbits-document-search/src/ragbits_document_search/__version__.py b/packages/ragbits-document-search/src/ragbits/document_search/__version__.py
similarity index 100%
rename from packages/ragbits-document-search/src/ragbits_document_search/__version__.py
rename to packages/ragbits-document-search/src/ragbits/document_search/__version__.py
diff --git a/packages/ragbits-document-search/src/ragbits_document_search/_main.py b/packages/ragbits-document-search/src/ragbits/document_search/_main.py
similarity index 80%
rename from packages/ragbits-document-search/src/ragbits_document_search/_main.py
rename to packages/ragbits-document-search/src/ragbits/document_search/_main.py
index a0a1257d..2f38abe8 100644
--- a/packages/ragbits-document-search/src/ragbits_document_search/_main.py
+++ b/packages/ragbits-document-search/src/ragbits/document_search/_main.py
@@ -1,13 +1,12 @@
-from ragbits_document_search.documents.document import DocumentMeta
-from ragbits_document_search.documents.element import Element
-from ragbits_document_search.ingestion.document_processor import DocumentProcessor
-from ragbits_document_search.retrieval.rephrasers.base import QueryRephraser
-from ragbits_document_search.retrieval.rephrasers.noop import NoopQueryRephraser
-from ragbits_document_search.retrieval.rerankers.base import Reranker
-from ragbits_document_search.retrieval.rerankers.noop import NoopReranker
-from ragbits_document_search.vector_store.base import VectorStore
-
-from ragbits_common.embeddings.base import Embeddings
+from ragbits.core.embeddings.base import Embeddings
+from ragbits.document_search.documents.document import DocumentMeta
+from ragbits.document_search.documents.element import Element
+from ragbits.document_search.ingestion.document_processor import DocumentProcessor
+from ragbits.document_search.retrieval.rephrasers.base import QueryRephraser
+from ragbits.document_search.retrieval.rephrasers.noop import NoopQueryRephraser
+from ragbits.document_search.retrieval.rerankers.base import Reranker
+from ragbits.document_search.retrieval.rerankers.noop import NoopReranker
+from ragbits.document_search.vector_store.base import VectorStore
 
 
 class DocumentSearch:
diff --git a/packages/ragbits-dev-kit/src/ragbits_dev_kit/__init__.py b/packages/ragbits-document-search/src/ragbits/document_search/documents/__init__.py
similarity index 100%
rename from packages/ragbits-dev-kit/src/ragbits_dev_kit/__init__.py
rename to packages/ragbits-document-search/src/ragbits/document_search/documents/__init__.py
diff --git a/packages/ragbits-document-search/src/ragbits_document_search/documents/document.py b/packages/ragbits-document-search/src/ragbits/document_search/documents/document.py
similarity index 97%
rename from packages/ragbits-document-search/src/ragbits_document_search/documents/document.py
rename to packages/ragbits-document-search/src/ragbits/document_search/documents/document.py
index e6a55105..8469d8eb 100644
--- a/packages/ragbits-document-search/src/ragbits_document_search/documents/document.py
+++ b/packages/ragbits-document-search/src/ragbits/document_search/documents/document.py
@@ -4,7 +4,8 @@
 from typing import Union
 
 from pydantic import BaseModel, Field
-from ragbits_document_search.documents.sources import LocalFileSource
+
+from ragbits.document_search.documents.sources import LocalFileSource
 
 
 class DocumentType(str, Enum):
diff --git a/packages/ragbits-document-search/src/ragbits_document_search/documents/element.py b/packages/ragbits-document-search/src/ragbits/document_search/documents/element.py
similarity index 89%
rename from packages/ragbits-document-search/src/ragbits_document_search/documents/element.py
rename to packages/ragbits-document-search/src/ragbits/document_search/documents/element.py
index 596e4af1..3c02daeb 100644
--- a/packages/ragbits-document-search/src/ragbits_document_search/documents/element.py
+++ b/packages/ragbits-document-search/src/ragbits/document_search/documents/element.py
@@ -2,8 +2,9 @@
 from typing import ClassVar
 
 from pydantic import BaseModel
-from ragbits_document_search.documents.document import DocumentMeta
-from ragbits_document_search.vector_store.base import VectorDBEntry
+
+from ragbits.document_search.documents.document import DocumentMeta
+from ragbits.document_search.vector_store.base import VectorDBEntry
 
 
 class Element(BaseModel, ABC):
@@ -26,7 +27,7 @@ def get_key(self) -> str:
         """
 
     @classmethod
-    def __pydantic_init_subclass__(cls, **kwargs):  # pylint: disable=unused-argument
+    def __pydantic_init_subclass__(cls, **kwargs: dict) -> None:  # pylint: disable=unused-argument
         element_type_default = cls.model_fields["element_type"].default
 
         if element_type_default is None:
diff --git a/packages/ragbits-document-search/src/ragbits_document_search/documents/sources.py b/packages/ragbits-document-search/src/ragbits/document_search/documents/sources.py
similarity index 100%
rename from packages/ragbits-document-search/src/ragbits_document_search/documents/sources.py
rename to packages/ragbits-document-search/src/ragbits/document_search/documents/sources.py
diff --git a/packages/ragbits-dev-kit/src/ragbits_dev_kit/app/__init__.py b/packages/ragbits-document-search/src/ragbits/document_search/ingestion/__init__.py
similarity index 100%
rename from packages/ragbits-dev-kit/src/ragbits_dev_kit/app/__init__.py
rename to packages/ragbits-document-search/src/ragbits/document_search/ingestion/__init__.py
diff --git a/packages/ragbits-document-search/src/ragbits_document_search/ingestion/document_processor.py b/packages/ragbits-document-search/src/ragbits/document_search/ingestion/document_processor.py
similarity index 88%
rename from packages/ragbits-document-search/src/ragbits_document_search/ingestion/document_processor.py
rename to packages/ragbits-document-search/src/ragbits/document_search/ingestion/document_processor.py
index 8e445552..f11b4277 100644
--- a/packages/ragbits-document-search/src/ragbits_document_search/ingestion/document_processor.py
+++ b/packages/ragbits-document-search/src/ragbits/document_search/ingestion/document_processor.py
@@ -4,8 +4,8 @@
 
 from typing import List
 
-from ragbits_document_search.documents.document import DocumentMeta, TextDocument
-from ragbits_document_search.documents.element import Element, TextElement
+from ragbits.document_search.documents.document import DocumentMeta, TextDocument
+from ragbits.document_search.documents.element import Element, TextElement
 
 
 class DocumentProcessor:
diff --git a/packages/ragbits-document-search/src/ragbits_document_search/documents/__init__.py b/packages/ragbits-document-search/src/ragbits/document_search/retrieval/__init__.py
similarity index 100%
rename from packages/ragbits-document-search/src/ragbits_document_search/documents/__init__.py
rename to packages/ragbits-document-search/src/ragbits/document_search/retrieval/__init__.py
diff --git a/packages/ragbits-document-search/src/ragbits_document_search/ingestion/__init__.py b/packages/ragbits-document-search/src/ragbits/document_search/retrieval/rephrasers/__init__.py
similarity index 100%
rename from packages/ragbits-document-search/src/ragbits_document_search/ingestion/__init__.py
rename to packages/ragbits-document-search/src/ragbits/document_search/retrieval/rephrasers/__init__.py
diff --git a/packages/ragbits-document-search/src/ragbits_document_search/retrieval/rephrasers/base.py b/packages/ragbits-document-search/src/ragbits/document_search/retrieval/rephrasers/base.py
similarity index 100%
rename from packages/ragbits-document-search/src/ragbits_document_search/retrieval/rephrasers/base.py
rename to packages/ragbits-document-search/src/ragbits/document_search/retrieval/rephrasers/base.py
diff --git a/packages/ragbits-document-search/src/ragbits_document_search/retrieval/rephrasers/noop.py b/packages/ragbits-document-search/src/ragbits/document_search/retrieval/rephrasers/noop.py
similarity index 87%
rename from packages/ragbits-document-search/src/ragbits_document_search/retrieval/rephrasers/noop.py
rename to packages/ragbits-document-search/src/ragbits/document_search/retrieval/rephrasers/noop.py
index 30e88e33..8e6b92fd 100644
--- a/packages/ragbits-document-search/src/ragbits_document_search/retrieval/rephrasers/noop.py
+++ b/packages/ragbits-document-search/src/ragbits/document_search/retrieval/rephrasers/noop.py
@@ -1,4 +1,4 @@
-from ragbits_document_search.retrieval.rephrasers.base import QueryRephraser
+from ragbits.document_search.retrieval.rephrasers.base import QueryRephraser
 
 
 class NoopQueryRephraser(QueryRephraser):
diff --git a/packages/ragbits-document-search/src/ragbits_document_search/retrieval/__init__.py b/packages/ragbits-document-search/src/ragbits/document_search/retrieval/rerankers/__init__.py
similarity index 100%
rename from packages/ragbits-document-search/src/ragbits_document_search/retrieval/__init__.py
rename to packages/ragbits-document-search/src/ragbits/document_search/retrieval/rerankers/__init__.py
diff --git a/packages/ragbits-document-search/src/ragbits_document_search/retrieval/rerankers/base.py b/packages/ragbits-document-search/src/ragbits/document_search/retrieval/rerankers/base.py
similarity index 85%
rename from packages/ragbits-document-search/src/ragbits_document_search/retrieval/rerankers/base.py
rename to packages/ragbits-document-search/src/ragbits/document_search/retrieval/rerankers/base.py
index 2ddffde5..dec88647 100644
--- a/packages/ragbits-document-search/src/ragbits_document_search/retrieval/rerankers/base.py
+++ b/packages/ragbits-document-search/src/ragbits/document_search/retrieval/rerankers/base.py
@@ -1,6 +1,6 @@
 import abc
 
-from ragbits_document_search.documents.element import Element
+from ragbits.document_search.documents.element import Element
 
 
 class Reranker(abc.ABC):
diff --git a/packages/ragbits-document-search/src/ragbits_document_search/retrieval/rerankers/noop.py b/packages/ragbits-document-search/src/ragbits/document_search/retrieval/rerankers/noop.py
similarity index 77%
rename from packages/ragbits-document-search/src/ragbits_document_search/retrieval/rerankers/noop.py
rename to packages/ragbits-document-search/src/ragbits/document_search/retrieval/rerankers/noop.py
index 1e943fcd..5f1ba744 100644
--- a/packages/ragbits-document-search/src/ragbits_document_search/retrieval/rerankers/noop.py
+++ b/packages/ragbits-document-search/src/ragbits/document_search/retrieval/rerankers/noop.py
@@ -1,7 +1,7 @@
 from typing import List
 
-from ragbits_document_search.documents.element import Element
-from ragbits_document_search.retrieval.rerankers.base import Reranker
+from ragbits.document_search.documents.element import Element
+from ragbits.document_search.retrieval.rerankers.base import Reranker
 
 
 class NoopReranker(Reranker):
diff --git a/packages/ragbits-document-search/src/ragbits_document_search/retrieval/rephrasers/__init__.py b/packages/ragbits-document-search/src/ragbits/document_search/vector_store/__init__.py
similarity index 100%
rename from packages/ragbits-document-search/src/ragbits_document_search/retrieval/rephrasers/__init__.py
rename to packages/ragbits-document-search/src/ragbits/document_search/vector_store/__init__.py
diff --git a/packages/ragbits-document-search/src/ragbits_document_search/vector_store/base.py b/packages/ragbits-document-search/src/ragbits/document_search/vector_store/base.py
similarity index 100%
rename from packages/ragbits-document-search/src/ragbits_document_search/vector_store/base.py
rename to packages/ragbits-document-search/src/ragbits/document_search/vector_store/base.py
diff --git a/packages/ragbits-document-search/src/ragbits_document_search/vector_store/in_memory.py b/packages/ragbits-document-search/src/ragbits/document_search/vector_store/in_memory.py
similarity index 89%
rename from packages/ragbits-document-search/src/ragbits_document_search/vector_store/in_memory.py
rename to packages/ragbits-document-search/src/ragbits/document_search/vector_store/in_memory.py
index 2882fa1a..4d9e6fd0 100644
--- a/packages/ragbits-document-search/src/ragbits_document_search/vector_store/in_memory.py
+++ b/packages/ragbits-document-search/src/ragbits/document_search/vector_store/in_memory.py
@@ -1,5 +1,6 @@
 import numpy as np
-from ragbits_document_search.vector_store.base import VectorDBEntry, VectorStore
+
+from ragbits.document_search.vector_store.base import VectorDBEntry, VectorStore
 
 
 class InMemoryVectorStore(VectorStore):
@@ -7,8 +8,8 @@ class InMemoryVectorStore(VectorStore):
     A simple in-memory implementation of Vector Store, storing vectors in memory.
     """
 
-    def __init__(self):
-        self._storage = {}
+    def __init__(self) -> None:
+        self._storage: dict[str, VectorDBEntry] = {}
 
     async def store(self, entries: list[VectorDBEntry]) -> None:
         """
diff --git a/packages/ragbits-document-search/src/ragbits_document_search/py.typed b/packages/ragbits-document-search/src/ragbits/py.typed
similarity index 100%
rename from packages/ragbits-document-search/src/ragbits_document_search/py.typed
rename to packages/ragbits-document-search/src/ragbits/py.typed
diff --git a/packages/ragbits-document-search/src/ragbits_document_search/vector_store/__init__.py b/packages/ragbits-document-search/src/ragbits_document_search/vector_store/__init__.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/pyproject.toml b/pyproject.toml
index a5cabe1f..f127fe4a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,8 +1,41 @@
+[project]
+name = "ragbits-workspace"
+version = "0.1.0"
+description = "Ragbits development workspace"
+readme = "README.md"
+requires-python = ">=3.10"
+dependencies = [
+    "ragbits[litellm,local]",
+    "ragbits-dev-kit",
+    "ragbits-document-search"
+]
+
+[tool.uv]
+dev-dependencies = [
+    "pre-commit~=3.8.0",
+    "pytest~=8.3.3",
+    "pytest-cov~=5.0.0",
+    "pytest-asyncio~=0.24.0",
+    "pip-licenses>=4.0.0,<5.0.0"
+]
+
+[tool.uv.sources]
+ragbits = { workspace = true }
+ragbits-dev-kit = { workspace = true }
+ragbits-document-search = { workspace = true }
+
+[tool.uv.workspace]
+members = [
+    "packages/ragbits-core",
+    "packages/ragbits-dev-kit",
+    "packages/ragbits-document-search"
+]
+
 [tool.isort]
 multi_line_output = 3
 line_length = 120
 include_trailing_comma = true
-known_first_party = ['ragbits_common']
+known_first_party = ['ragbits']
 known_third_party = [ # Most popular libraries. Extend if necessary.
     'IPython',
     'PIL',
@@ -81,10 +114,15 @@ warn_unused_ignores = false
 show_error_codes = true
 check_untyped_defs = true
 no_implicit_optional = true
-mypy_path = ['packages']
+explicit_package_bases = true
+mypy_path = [
+    'packages/ragbits-core/src',
+    'packages/ragbits-dev-kit/src',
+    'packages/ragbits-document-search/src',
+]
 
 [[tool.mypy.overrides]]
-module = "ragbits_common.*"
+module = "ragbits.*"
 ignore_missing_imports = false
 disallow_untyped_defs = true
 
diff --git a/requirements-dev.txt b/requirements-dev.txt
deleted file mode 100644
index c1a2e6f0..00000000
--- a/requirements-dev.txt
+++ /dev/null
@@ -1,13 +0,0 @@
-# Requirements as needed for development for this project.
-# ---------------------------------------------------------
-
-# developer tools:
-pre-commit
-pytest>=6.2.5
-pytest-cov
-pytest_asyncio>=0.24.0
-pip-licenses>=4.0.0,<5.0.0
-gradio==4.42.0
-
-# extras required by tests:
--e packages/ragbits-common[litellm]
diff --git a/setup_dev_env.sh b/setup_dev_env.sh
index 628d000d..73021df5 100755
--- a/setup_dev_env.sh
+++ b/setup_dev_env.sh
@@ -1,15 +1,11 @@
 #!/bin/bash
 
-if [ ! -d venv ]; then
-    python3 -m venv venv
-    . venv/bin/activate
-    pip install --upgrade pip
-    pip install --quiet wheel==0.41.3
-    pip install --quiet -r requirements-dev.txt
+if [ ! -d .venv ]; then
+    uv venv --python 3.10
+    source .venv/bin/activate
 
     # Install all packages in editable mode
-    for dir in packages/*/; do pip install -e "$dir"; done
-
+    uv sync
 fi
 
-. venv/bin/activate
+source .venv/bin/activate
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 00000000..618aeeda
--- /dev/null
+++ b/uv.lock
@@ -0,0 +1,2598 @@
+version = 1
+requires-python = ">=3.10"
+resolution-markers = [
+    "python_full_version < '3.11'",
+    "python_full_version == '3.11.*'",
+    "python_full_version == '3.12.*'",
+    "python_full_version >= '3.13'",
+]
+
+[manifest]
+members = [
+    "ragbits",
+    "ragbits-dev-kit",
+    "ragbits-document-search",
+    "ragbits-workspace",
+]
+
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+]
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+name = "aiohappyeyeballs"
+version = "2.4.0"
+source = { registry = "https://pypi.org/simple" }
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Test patch:
diff --git a/packages/ragbits-common/src/ragbits_common/embeddings/__init__.py b/packages/ragbits-core/tests/unit/__init__.py
similarity index 100%
rename from packages/ragbits-common/src/ragbits_common/embeddings/__init__.py
rename to packages/ragbits-core/tests/unit/__init__.py
diff --git a/packages/ragbits-common/tests/__init__.py b/packages/ragbits-core/tests/unit/llms/__init__.py
similarity index 100%
rename from packages/ragbits-common/tests/__init__.py
rename to packages/ragbits-core/tests/unit/llms/__init__.py
diff --git a/packages/ragbits-common/tests/unit/llms/test_litellm.py b/packages/ragbits-core/tests/unit/llms/test_litellm.py
similarity index 94%
rename from packages/ragbits-common/tests/unit/llms/test_litellm.py
rename to packages/ragbits-core/tests/unit/llms/test_litellm.py
index 705e0fce..3a7fcefa 100644
--- a/packages/ragbits-common/tests/unit/llms/test_litellm.py
+++ b/packages/ragbits-core/tests/unit/llms/test_litellm.py
@@ -1,9 +1,9 @@
 from pydantic import BaseModel
 
-from ragbits_common.llms.clients.litellm import LiteLLMOptions
-from ragbits_common.llms.litellm import LiteLLM
-from ragbits_common.prompt import Prompt
-from ragbits_common.prompt.base import BasePrompt, BasePromptWithParser, ChatFormat
+from ragbits.core.llms.clients.litellm import LiteLLMOptions
+from ragbits.core.llms.litellm import LiteLLM
+from ragbits.core.prompt import Prompt
+from ragbits.core.prompt.base import BasePrompt, BasePromptWithParser, ChatFormat
 
 
 class MockPrompt(BasePrompt):
diff --git a/packages/ragbits-common/tests/unit/__init__.py b/packages/ragbits-core/tests/unit/prompts/__init__.py
similarity index 100%
rename from packages/ragbits-common/tests/unit/__init__.py
rename to packages/ragbits-core/tests/unit/prompts/__init__.py
diff --git a/packages/ragbits-common/tests/unit/prompts/test_parsers.py b/packages/ragbits-core/tests/unit/prompts/test_parsers.py
similarity index 97%
rename from packages/ragbits-common/tests/unit/prompts/test_parsers.py
rename to packages/ragbits-core/tests/unit/prompts/test_parsers.py
index a8302cba..a362f37f 100644
--- a/packages/ragbits-common/tests/unit/prompts/test_parsers.py
+++ b/packages/ragbits-core/tests/unit/prompts/test_parsers.py
@@ -2,8 +2,8 @@
 
 import pytest
 
-from ragbits_common.prompt import Prompt
-from ragbits_common.prompt.parsers import ResponseParsingError
+from ragbits.core.prompt import Prompt
+from ragbits.core.prompt.parsers import ResponseParsingError
 
 from .test_prompt import _PromptOutput
 
diff --git a/packages/ragbits-common/tests/unit/prompts/test_prompt.py b/packages/ragbits-core/tests/unit/prompts/test_prompt.py
similarity index 99%
rename from packages/ragbits-common/tests/unit/prompts/test_prompt.py
rename to packages/ragbits-core/tests/unit/prompts/test_prompt.py
index 0f4e757c..da0352cd 100644
--- a/packages/ragbits-common/tests/unit/prompts/test_prompt.py
+++ b/packages/ragbits-core/tests/unit/prompts/test_prompt.py
@@ -1,7 +1,7 @@
 import pydantic
 import pytest
 
-from ragbits_common.prompt import Prompt
+from ragbits.core.prompt import Prompt
 
 
 class _PromptInput(pydantic.BaseModel):
diff --git a/packages/ragbits-dev-kit/tests/unit/discovery/prompt_classes_for_tests.py b/packages/ragbits-dev-kit/tests/unit/discovery/prompt_classes_for_tests.py
index 5922b3e1..2453dddd 100644
--- a/packages/ragbits-dev-kit/tests/unit/discovery/prompt_classes_for_tests.py
+++ b/packages/ragbits-dev-kit/tests/unit/discovery/prompt_classes_for_tests.py
@@ -2,7 +2,7 @@
 
 from pydantic import BaseModel
 
-from ragbits_common.prompt import Prompt
+from ragbits.core.prompt import Prompt
 
 
 class PromptForTestInput(BaseModel):
diff --git a/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/temp_prompt1.py b/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/temp_prompt1.py
index 0a0c403d..92427bd2 100644
--- a/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/temp_prompt1.py
+++ b/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/temp_prompt1.py
@@ -1,6 +1,6 @@
 from pydantic import BaseModel
 
-from ragbits_common.prompt import Prompt
+from ragbits.core.prompt import Prompt
 
 
 class PromptForTestInputA(BaseModel):
diff --git a/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/temp_prompt2.py b/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/temp_prompt2.py
index 99289d33..4b74d192 100644
--- a/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/temp_prompt2.py
+++ b/packages/ragbits-dev-kit/tests/unit/discovery/ragbits_tests_pkg_with_prompts/prompts/temp_prompt2.py
@@ -1,6 +1,6 @@
 from pydantic import BaseModel
 
-from ragbits_common.prompt import Prompt
+from ragbits.core.prompt import Prompt
 
 
 class PromptForTestInputB(BaseModel):
diff --git a/packages/ragbits-dev-kit/tests/unit/discovery/test_prompt_discovery.py b/packages/ragbits-dev-kit/tests/unit/discovery/test_prompt_discovery.py
index 0f44ba50..b51b33a4 100644
--- a/packages/ragbits-dev-kit/tests/unit/discovery/test_prompt_discovery.py
+++ b/packages/ragbits-dev-kit/tests/unit/discovery/test_prompt_discovery.py
@@ -1,7 +1,7 @@
 import sys
 from pathlib import Path
 
-from ragbits_dev_kit.discovery.prompt_discovery import PromptDiscovery
+from ragbits.dev_kit.prompt_lab.discovery.prompt_discovery import PromptDiscovery
 
 
 def test_prompt_discovery_from_file():
diff --git a/packages/ragbits-document-search/src/ragbits_document_search/retrieval/rerankers/__init__.py b/packages/ragbits-document-search/tests/__init__.py
similarity index 100%
rename from packages/ragbits-document-search/src/ragbits_document_search/retrieval/rerankers/__init__.py
rename to packages/ragbits-document-search/tests/__init__.py
diff --git a/packages/ragbits-document-search/tests/unit/test_document_search.py b/packages/ragbits-document-search/tests/unit/test_document_search.py
index 8bd5183e..2e405ef5 100644
--- a/packages/ragbits-document-search/tests/unit/test_document_search.py
+++ b/packages/ragbits-document-search/tests/unit/test_document_search.py
@@ -1,9 +1,9 @@
 from unittest.mock import AsyncMock
 
-from ragbits_document_search import DocumentSearch
-from ragbits_document_search.documents.document import DocumentMeta
-from ragbits_document_search.documents.element import TextElement
-from ragbits_document_search.vector_store.in_memory import InMemoryVectorStore
+from ragbits.document_search import DocumentSearch
+from ragbits.document_search.documents.document import DocumentMeta
+from ragbits.document_search.documents.element import TextElement
+from ragbits.document_search.vector_store.in_memory import InMemoryVectorStore
 
 
 async def test_document_search():
diff --git a/packages/ragbits-document-search/tests/unit/test_documents.py b/packages/ragbits-document-search/tests/unit/test_documents.py
index c293cb99..5fd490b9 100644
--- a/packages/ragbits-document-search/tests/unit/test_documents.py
+++ b/packages/ragbits-document-search/tests/unit/test_documents.py
@@ -1,8 +1,8 @@
 import tempfile
 from pathlib import Path
 
-from ragbits_document_search.documents.document import DocumentMeta, DocumentType, TextDocument
-from ragbits_document_search.documents.sources import LocalFileSource
+from ragbits.document_search.documents.document import DocumentMeta, DocumentType, TextDocument
+from ragbits.document_search.documents.sources import LocalFileSource
 
 
 async def test_loading_local_file_source():
diff --git a/packages/ragbits-document-search/tests/unit/test_elements.py b/packages/ragbits-document-search/tests/unit/test_elements.py
index 8a04348c..44ddb183 100644
--- a/packages/ragbits-document-search/tests/unit/test_elements.py
+++ b/packages/ragbits-document-search/tests/unit/test_elements.py
@@ -1,6 +1,6 @@
-from ragbits_document_search.documents.document import DocumentType
-from ragbits_document_search.documents.element import Element
-from ragbits_document_search.vector_store.base import VectorDBEntry
+from ragbits.document_search.documents.document import DocumentType
+from ragbits.document_search.documents.element import Element
+from ragbits.document_search.vector_store.base import VectorDBEntry
 
 
 def test_resolving_element_type():
diff --git a/packages/ragbits-document-search/tests/unit/test_simple_vector_store.py b/packages/ragbits-document-search/tests/unit/test_simple_vector_store.py
index 177eb6fa..bad25403 100644
--- a/packages/ragbits-document-search/tests/unit/test_simple_vector_store.py
+++ b/packages/ragbits-document-search/tests/unit/test_simple_vector_store.py
@@ -1,9 +1,9 @@
 from pathlib import Path
 
-from ragbits_document_search.documents.document import DocumentMeta, DocumentType
-from ragbits_document_search.documents.element import TextElement
-from ragbits_document_search.documents.sources import LocalFileSource
-from ragbits_document_search.vector_store.in_memory import InMemoryVectorStore
+from ragbits.document_search.documents.document import DocumentMeta, DocumentType
+from ragbits.document_search.documents.element import TextElement
+from ragbits.document_search.documents.sources import LocalFileSource
+from ragbits.document_search.vector_store.in_memory import InMemoryVectorStore
 
 
 async def test_simple_vector_store():