diff --git a/poetry.lock b/poetry.lock
index 92a8f4c7f..b4192da14 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
 
 [[package]]
 name = "aiodns"
@@ -212,6 +212,17 @@ doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphin
 test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
 trio = ["trio (>=0.23)"]
 
+[[package]]
+name = "appdirs"
+version = "1.4.4"
+description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+optional = false
+python-versions = "*"
+files = [
+    {file = "appdirs-1.4.4-py2.py3-none-any.whl", hash = "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128"},
+    {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"},
+]
+
 [[package]]
 name = "appnope"
 version = "0.1.4"
@@ -843,6 +854,20 @@ files = [
     {file = "distlib-0.3.8.tar.gz", hash = "sha256:1530ea13e350031b6312d8580ddb6b27a104275a31106523b8f123787f494f64"},
 ]
 
+[[package]]
+name = "docker-pycreds"
+version = "0.4.0"
+description = "Python bindings for the docker credentials store API"
+optional = false
+python-versions = "*"
+files = [
+    {file = "docker-pycreds-0.4.0.tar.gz", hash = "sha256:6ce3270bcaf404cc4c3e27e4b6c70d3521deae82fb508767870fdbf772d584d4"},
+    {file = "docker_pycreds-0.4.0-py2.py3-none-any.whl", hash = "sha256:7266112468627868005106ec19cd0d722702d2b7d5912a28e19b826c3d37af49"},
+]
+
+[package.dependencies]
+six = ">=1.4.0"
+
 [[package]]
 name = "docutils"
 version = "0.20.1"
@@ -1106,6 +1131,37 @@ smb = ["smbprotocol"]
 ssh = ["paramiko"]
 tqdm = ["tqdm"]
 
+[[package]]
+name = "gitdb"
+version = "4.0.11"
+description = "Git Object Database"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "gitdb-4.0.11-py3-none-any.whl", hash = "sha256:81a3407ddd2ee8df444cbacea00e2d038e40150acfa3001696fe0dcf1d3adfa4"},
+    {file = "gitdb-4.0.11.tar.gz", hash = "sha256:bf5421126136d6d0af55bc1e7c1af1c397a34f5b7bd79e776cd3e89785c2b04b"},
+]
+
+[package.dependencies]
+smmap = ">=3.0.1,<6"
+
+[[package]]
+name = "gitpython"
+version = "3.1.42"
+description = "GitPython is a Python library used to interact with Git repositories"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "GitPython-3.1.42-py3-none-any.whl", hash = "sha256:1bf9cd7c9e7255f77778ea54359e54ac22a72a5b51288c457c881057b7bb9ecd"},
+    {file = "GitPython-3.1.42.tar.gz", hash = "sha256:2d99869e0fef71a73cbd242528105af1d6c1b108c60dfabd994bf292f76c3ceb"},
+]
+
+[package.dependencies]
+gitdb = ">=4.0.1,<5"
+
+[package.extras]
+test = ["black", "coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre-commit", "pytest (>=7.3.1)", "pytest-cov", "pytest-instafail", "pytest-mock", "pytest-sugar"]
+
 [[package]]
 name = "grpcio"
 version = "1.62.0"
@@ -3491,7 +3547,6 @@ files = [
     {file = "PyYAML-6.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34"},
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@@ -4057,6 +4112,151 @@ nativelib = ["pyobjc-framework-Cocoa", "pywin32"]
 objc = ["pyobjc-framework-Cocoa"]
 win32 = ["pywin32"]
 
+[[package]]
+name = "sentry-sdk"
+version = "1.40.5"
+description = "Python client for Sentry (https://sentry.io)"
+optional = false
+python-versions = "*"
+files = [
+    {file = "sentry-sdk-1.40.5.tar.gz", hash = "sha256:d2dca2392cc5c9a2cc9bb874dd7978ebb759682fe4fe889ee7e970ee8dd1c61e"},
+    {file = "sentry_sdk-1.40.5-py2.py3-none-any.whl", hash = "sha256:d188b407c9bacbe2a50a824e1f8fb99ee1aeb309133310488c570cb6d7056643"},
+]
+
+[package.dependencies]
+certifi = "*"
+urllib3 = {version = ">=1.26.11", markers = "python_version >= \"3.6\""}
+
+[package.extras]
+aiohttp = ["aiohttp (>=3.5)"]
+arq = ["arq (>=0.23)"]
+asyncpg = ["asyncpg (>=0.23)"]
+beam = ["apache-beam (>=2.12)"]
+bottle = ["bottle (>=0.12.13)"]
+celery = ["celery (>=3)"]
+chalice = ["chalice (>=1.16.0)"]
+clickhouse-driver = ["clickhouse-driver (>=0.2.0)"]
+django = ["django (>=1.8)"]
+falcon = ["falcon (>=1.4)"]
+fastapi = ["fastapi (>=0.79.0)"]
+flask = ["blinker (>=1.1)", "flask (>=0.11)", "markupsafe"]
+grpcio = ["grpcio (>=1.21.1)"]
+httpx = ["httpx (>=0.16.0)"]
+huey = ["huey (>=2)"]
+loguru = ["loguru (>=0.5)"]
+opentelemetry = ["opentelemetry-distro (>=0.35b0)"]
+opentelemetry-experimental = ["opentelemetry-distro (>=0.40b0,<1.0)", "opentelemetry-instrumentation-aiohttp-client (>=0.40b0,<1.0)", "opentelemetry-instrumentation-django (>=0.40b0,<1.0)", "opentelemetry-instrumentation-fastapi (>=0.40b0,<1.0)", "opentelemetry-instrumentation-flask (>=0.40b0,<1.0)", "opentelemetry-instrumentation-requests (>=0.40b0,<1.0)", "opentelemetry-instrumentation-sqlite3 (>=0.40b0,<1.0)", "opentelemetry-instrumentation-urllib (>=0.40b0,<1.0)"]
+pure-eval = ["asttokens", "executing", "pure-eval"]
+pymongo = ["pymongo (>=3.1)"]
+pyspark = ["pyspark (>=2.4.4)"]
+quart = ["blinker (>=1.1)", "quart (>=0.16.1)"]
+rq = ["rq (>=0.6)"]
+sanic = ["sanic (>=0.8)"]
+sqlalchemy = ["sqlalchemy (>=1.2)"]
+starlette = ["starlette (>=0.19.1)"]
+starlite = ["starlite (>=1.48)"]
+tornado = ["tornado (>=5)"]
+
+[[package]]
+name = "setproctitle"
+version = "1.3.3"
+description = "A Python module to customize the process title"
+optional = false
+python-versions = ">=3.7"
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+    {file = "setproctitle-1.3.3.tar.gz", hash = "sha256:c913e151e7ea01567837ff037a23ca8740192880198b7fbb90b16d181607caae"},
+]
+
+[package.extras]
+test = ["pytest"]
+
 [[package]]
 name = "setuptools"
 version = "69.1.0"
@@ -4084,6 +4284,17 @@ files = [
     {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
 ]
 
+[[package]]
+name = "smmap"
+version = "5.0.1"
+description = "A pure Python implementation of a sliding window memory map manager"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "smmap-5.0.1-py3-none-any.whl", hash = "sha256:e6d8668fa5f93e706934a62d7b4db19c8d9eb8cf2adbb75ef1b675aa332b69da"},
+    {file = "smmap-5.0.1.tar.gz", hash = "sha256:dceeb6c0028fdb6734471eb07c0cd2aae706ccaecab45965ee83f11c8d3b1f62"},
+]
+
 [[package]]
 name = "sniffio"
 version = "1.3.0"
@@ -4780,6 +4991,43 @@ files = [
 [package.dependencies]
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
 
+[[package]]
+name = "wandb"
+version = "0.16.3"
+description = "A CLI and library for interacting with the Weights & Biases API."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "wandb-0.16.3-py3-none-any.whl", hash = "sha256:b8907ddd775c27dc6c12687386a86b5d6acf291060f9ae680bbc61cc8fc03237"},
+    {file = "wandb-0.16.3.tar.gz", hash = "sha256:d789acda32053b18b7a160d0595837e45a3c8a79d25e1fe1f051875303f480ec"},
+]
+
+[package.dependencies]
+appdirs = ">=1.4.3"
+Click = ">=7.1,<8.0.0 || >8.0.0"
+docker-pycreds = ">=0.4.0"
+GitPython = ">=1.0.0,<3.1.29 || >3.1.29"
+protobuf = {version = ">=3.19.0,<4.21.0 || >4.21.0,<5", markers = "python_version > \"3.9\" or sys_platform != \"linux\""}
+psutil = ">=5.0.0"
+PyYAML = "*"
+requests = ">=2.0.0,<3"
+sentry-sdk = ">=1.0.0"
+setproctitle = "*"
+setuptools = "*"
+
+[package.extras]
+async = ["httpx (>=0.23.0)"]
+aws = ["boto3"]
+azure = ["azure-identity", "azure-storage-blob"]
+gcp = ["google-cloud-storage"]
+kubeflow = ["google-cloud-storage", "kubernetes", "minio", "sh"]
+launch = ["PyYAML (>=6.0.0)", "awscli", "azure-containerregistry", "azure-identity", "azure-storage-blob", "boto3", "botocore", "chardet", "google-auth", "google-cloud-aiplatform", "google-cloud-artifact-registry", "google-cloud-compute", "google-cloud-storage", "iso8601", "kubernetes", "kubernetes-asyncio", "nbconvert", "nbformat", "optuna", "pydantic", "typing-extensions"]
+media = ["bokeh", "moviepy", "numpy", "pillow", "plotly (>=5.18.0)", "rdkit-pypi", "soundfile"]
+models = ["cloudpickle"]
+perf = ["orjson"]
+reports = ["pydantic (>=2.0.0)"]
+sweeps = ["sweeps (>=0.2.0)"]
+
 [[package]]
 name = "wcwidth"
 version = "0.2.13"
@@ -5161,4 +5409,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10,<3.12"
-content-hash = "3fad4d104de662e6ee2a947b3a043928e20dabaada3ecdab4a06900c653450f0"
+content-hash = "b8f4166c32358e7c9d1625564ee9410e33eedce118715ff08a786aaa0a0ab765"
diff --git a/pyproject.toml b/pyproject.toml
index c93deb028..679532750 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -33,6 +33,7 @@ rouge = "^1.0.1"
 opentelemetry-api = "^1.22.0"
 opentelemetry-sdk = "^1.22.0"
 huggingface-hub = "^0.20.3"
+wandb = "^0.16.3"
 
 [tool.poetry.group.dev.dependencies]
 mypy = "^1.8.0"
diff --git a/src/intelligence_layer/evaluation/data_storage/dataset_repository.py b/src/intelligence_layer/evaluation/data_storage/dataset_repository.py
index abd995203..d5218856a 100644
--- a/src/intelligence_layer/evaluation/data_storage/dataset_repository.py
+++ b/src/intelligence_layer/evaluation/data_storage/dataset_repository.py
@@ -1,10 +1,14 @@
 from abc import ABC, abstractmethod
+from os import getenv
 from pathlib import Path
 from typing import Dict, Iterable, Optional, Sequence, cast
 from uuid import uuid4
 
+import wandb
+from dotenv import load_dotenv
 from fsspec import AbstractFileSystem  # type: ignore
 from fsspec.implementations.local import LocalFileSystem  # type: ignore
+from wandb.data_types import Table
 
 from intelligence_layer.core import Input
 from intelligence_layer.core.tracer import JsonSerializer, PydanticSerializable
@@ -47,6 +51,54 @@ def list_datasets(self) -> Iterable[str]:
         pass
 
 
+class WandbDatasetRepository(DatasetRepository):
+    def __init__(self, run_id: str, wandb_project_name: str) -> None:
+        self._run_id = run_id
+        load_dotenv()
+        wandb.login(key=getenv("WANDB_API_KEY"))
+        self.wandb_project_name = wandb_project_name
+
+    def create_dataset(
+        self,
+        examples: Iterable[Example[Input, ExpectedOutput]],
+    ) -> str:
+        run = wandb.init(project=self.wandb_project_name, job_type="dataset_creation")
+        dataset_id = str(uuid4())
+        artifact = wandb.Artifact(name=dataset_id, type="dataset")
+        table = Table(columns=["id", "input", "expected_output"])
+        for example in examples:
+            table.add_data(
+                example.id,
+                JsonSerializer(example.input).model_dump_json(indent=2),
+                JsonSerializer(example.expected_output).model_dump_json(indent=2),
+            )
+        artifact.add(table, dataset_id)
+        run.log_artifact(artifact)
+
+    def examples_by_id(
+        self,
+        dataset_id: str,
+        input_type: type[Input],
+        expected_output_type: type[ExpectedOutput],
+    ) -> Optional[Iterable[Example[Input, ExpectedOutput]]]:
+        raise NotImplementedError
+
+    def example(
+        self,
+        dataset_id: str,
+        example_id: str,
+        input_type: type[Input],
+        expected_output_type: type[ExpectedOutput],
+    ) -> Optional[Example[Input, ExpectedOutput]]:
+        raise NotImplementedError
+
+    def delete_dataset(self, dataset_id: str) -> None:
+        raise NotImplementedError
+
+    def list_datasets(self) -> Iterable[str]:
+        raise NotImplementedError
+
+
 class FileSystemDatasetRepository(DatasetRepository):
     _REPO_TYPE = "dataset"