diff --git a/.gitignore b/.gitignore
index d09459ed27ed11af4fbc1d60c310fb486766a3c9..9ab81641d9cf6f6297854c8811f432eed5041bfd 100644
--- a/.gitignore
+++ b/.gitignore
@@ -7,3 +7,4 @@
 # Python
 __pycache__
 *.egg-info/
+notebooks/
\ No newline at end of file
diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index c3c371e39d3acb660fdf975e181fb420fd1445f1..00b4e51ae142713130f2cbd84d34170298163e5f 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,4 +1,4 @@
-image: python:3.8
+image: python:3.9
 
 default:
   before_script:
diff --git a/backend/app/app/api/endpoints/admin/db.py b/backend/app/app/api/endpoints/admin/db.py
index 39a1d209afc668e6f20526a20fd7d4e32e849b14..d99791025e7e6ca1c9584932bb75b68ce474ae7d 100644
--- a/backend/app/app/api/endpoints/admin/db.py
+++ b/backend/app/app/api/endpoints/admin/db.py
@@ -13,6 +13,10 @@ from app.celery.tasks.ncbi_taxonomy import (
     CREATE_NCBI_TAX_TASK_NAME,
     GENERATE_HIERARCHY_TASK_NAME,
 )
+from app.celery.tasks.annotation import (
+    CREATE_ANNOTATIONS_TASK_NAME,
+    create_gene_annotations,
+)
 from app.celery.tasks.gene import CREATE_GENES_TASK_NAME, create_or_update_genes
 from app.celery.utils import (
     is_running_task,
@@ -96,6 +100,23 @@ def create_genes(fasta_url: str, catalog_name: str):
     return task_obj
 
 
+@router.post(
+    "/create_annotations",
+    response_model=CreateTask,
+    status_code=status.HTTP_201_CREATED,
+)
+def create_annotations(annotation_url: str, experiment_id: int):
+    task_name = CREATE_ANNOTATIONS_TASK_NAME
+    if is_running_task(task_name):
+        task_id = get_task_id(task_name)
+        task_result = AsyncResult(task_id)
+        task_obj = CreateTask(task_status=task_result.status, task_id=task_id)
+        return JSONResponse(status_code=status.HTTP_200_OK, content=task_obj.dict())
+    task = create_gene_annotations.delay(annotation_url, experiment_id)
+    task_obj = CreateTask(task_status="PENDING", task_id=task.id)
+    return task_obj
+
+
 @router.get(
     "/tasks/{task_id}", response_model=TaskDbOperation, status_code=status.HTTP_200_OK
 )
diff --git a/backend/app/app/api/endpoints/annotations/kegg.py b/backend/app/app/api/endpoints/annotations/kegg.py
index 2d283b3bef5277f917df914d39d28e773c5c9629..0e423da906e7f4d1ee5cc0de59b26c0fe894a01c 100644
--- a/backend/app/app/api/endpoints/annotations/kegg.py
+++ b/backend/app/app/api/endpoints/annotations/kegg.py
@@ -1,10 +1,11 @@
-from typing import List
-
 from fastapi import Depends, APIRouter, HTTPException
+from fastapi_pagination import Page
+from fastapi_pagination.ext.sqlmodel import paginate
 from sqlalchemy.exc import NoResultFound
-from sqlmodel import Session
+from sqlmodel import Session, select
 
 from app.db import get_session
+from app.core.models.annotations import KeggOrthologyAnnotation
 from app.core.schemas.entities.annotations import (
     KeggOrthologyAnnotationRead,
     KeggOrthologyAnnotationCreate,
@@ -15,13 +16,9 @@ from app.core.use_cases.crud.annotations import CrudKeggOrthologyAnnotationUseCa
 router = APIRouter()
 
 
-@router.get("/", response_model=List[KeggOrthologyAnnotationRead])
+@router.get("/", response_model=Page[KeggOrthologyAnnotationRead])
 async def get_kegg_orthology_annotations(session: Session = Depends(get_session)):
-    use_case = CrudKeggOrthologyAnnotationUseCase()
-    kegg_orthology_annotations = use_case.get_all(session=session)
-    for annot in kegg_orthology_annotations:
-        print(annot.genes)
-    return kegg_orthology_annotations
+    return paginate(session, select(KeggOrthologyAnnotation))
 
 
 @router.get(
diff --git a/backend/app/app/celery/__init__.py b/backend/app/app/celery/__init__.py
index 5c784bf931345c57dfbb93461087614e9f6d1bd2..65fce7af5d58ad57484f23628dfae4a711d76ad6 100644
--- a/backend/app/app/celery/__init__.py
+++ b/backend/app/app/celery/__init__.py
@@ -2,7 +2,6 @@ from celery import Celery
 
 from app.core.config import settings
 
-
 celery_app = Celery(
     __name__,
     broker=settings.CELERY_BROKER_URL,
@@ -10,6 +9,7 @@ celery_app = Celery(
         "app.celery.tasks.kegg",
         "app.celery.tasks.ncbi_taxonomy",
         "app.celery.tasks.gene",
+        "app.celery.tasks.annotation",
     ],
 )
 celery_app.conf.task_track_started = settings.CELERY_TASK_TRACK_STARTED
diff --git a/backend/app/app/celery/tasks/annotation.py b/backend/app/app/celery/tasks/annotation.py
new file mode 100644
index 0000000000000000000000000000000000000000..15bbebfdb38f46cb0f0e98c1502799052955d545
--- /dev/null
+++ b/backend/app/app/celery/tasks/annotation.py
@@ -0,0 +1,24 @@
+import logging
+
+import pandas as pd
+from sqlmodel import Session
+
+from app.celery import celery_app
+from app.db import engine
+from app.core.use_cases.db_creation.annotation import (
+    CreateGeneAnnotationsUseCase,
+)
+
+logger = logging.getLogger(__name__)
+
+CREATE_ANNOTATIONS_TASK_NAME = "create_gene_annotations"
+
+
+@celery_app.task(name=CREATE_ANNOTATIONS_TASK_NAME)
+def create_gene_annotations(annotation_url: str, experiment_id: int) -> dict:
+    with Session(engine) as session:
+        df = pd.read_csv(annotation_url, sep=",")
+        # Create or update entries
+        use_case = CreateGeneAnnotationsUseCase(df, experiment_id)
+        results = use_case.create_annotations(session=session)
+        return [result.dict() for result in results]
diff --git a/backend/app/app/core/use_cases/db_creation/annotation.py b/backend/app/app/core/use_cases/db_creation/annotation.py
index 02d630b26eaa5538f9201af3dde705bbdf58f6e8..13cf734073892807c3774e8355f3b3beacf05e45 100644
--- a/backend/app/app/core/use_cases/db_creation/annotation.py
+++ b/backend/app/app/core/use_cases/db_creation/annotation.py
@@ -5,11 +5,20 @@ import inject
 
 import pandas as pd
 
-# from app.core.models.annotations import KeggOrthologyAnnotation
-from app.core.repositories.annotations import KeggOrthologyAnnotationsRepo
+from app.core.repositories.annotations import (
+    KeggOrthologyAnnotationsRepo,
+    NcbiTaxonomyAnnotationsRepo,
+)
+from app.core.repositories.experiment import ExperimentsRepo
+from app.core.repositories.ncbi_taxonomy import NcbiTaxonomysRepo
+from app.core.repositories.gene import GenesRepo
+from app.core.repositories.kegg import KeggOrthologysRepo
 
-# from app.core.schemas.entities.annotations import KeggOrthologyAnnotationCreate
 from app.core.schemas.tasks.db import DbOperation
+from app.core.schemas.entities.annotations import (
+    KeggOrthologyAnnotationCreate,
+    NcbiTaxonomyAnnotationCreate,
+)
 
 logger = logging.getLogger()
 
@@ -18,11 +27,14 @@ class CreateGeneAnnotationsUseCase:
     BASE_OPERATION_NAME = "create_gene_annotations"
     ID_COL = "entry_id"
 
-    @inject.autoparams("repo")
+    @inject.autoparams("genes_repo")
+    @inject.autoparams("experiments_repo")
     def __init__(
         self,
         annotations_df: pd.DataFrame,
-        kegg_orthology_repo: KeggOrthologyAnnotationsRepo,
+        experiment_id: int,
+        genes_repo: GenesRepo,
+        experiments_repo: ExperimentsRepo,
         batch_size: int = 10000,
     ):
         """
@@ -32,17 +44,85 @@ class CreateGeneAnnotationsUseCase:
         Columns represent different annotation types.
         """
         self.df = annotations_df
-        self.kegg_orthology_repo = kegg_orthology_repo
+        self.experiment_id = experiment_id
+        self._experiments_repo = experiments_repo
+        self._genes_repo = genes_repo
         self.batch_size = batch_size
         self.db_operations: List[DbOperation] = []
         self.to_create = []
 
-    def _create_unkown_annotations(self, col: str):
-        logger.warning(f"{col} is not a valid column name for annotations. Skipped.")
+    def _create_unknown_annotations(self, **kwargs):
+        message = (
+            f"{self.df.columns[1]} is not a valid column name for annotations. Skipped."
+        )
+        logger.warning(message)
+        self.db_operations.append(
+            DbOperation(name="creation_skipped", extra={"message": message})
+        )
 
-    def create_all_annotations(self):
-        for col in self.df.columns:
-            getattr(
-                self, f"_create_{col}_annotations", self._create_unkown_annotations(col)
-            )()
+    @inject.autoparams("ncbi_taxonomy_annotations_repo")
+    @inject.autoparams("ncbi_taxonomys_repo")
+    def _create_taxonomy_annotations(
+        self,
+        ncbi_taxonomy_annotations_repo: NcbiTaxonomyAnnotationsRepo,
+        ncbi_taxonomys_repo: NcbiTaxonomysRepo,
+        **kwargs,
+    ):
+        # Perform NCBI taxonomy annotations creation
+        db_operation = DbOperation(name="create-ncbi_taxonomy-annotations")
+        # Retrieve all gene db ids
+        gene_db_dict = self._genes_repo.get_gene_db_ids(
+            list(set(self.df.iloc[:, 0])), **kwargs
+        )
+        # Retrieve all kegg db ids
+        ncbi_tax_items = ncbi_taxonomys_repo.get_entries(
+            list(set(self.df["taxonomy"])), **kwargs
+        )
+        ncbi_tax_db_dict = {tax.tax_id: tax.id for tax in ncbi_tax_items}
+        # Create annotations
+        # - Create format for creation from df
+        for tax_id, subdf in self.df.groupby("taxonomy"):
+            annotation = NcbiTaxonomyAnnotationCreate(
+                experiment_id=self.experiment_id,
+                ncbi_taxonomy_id=ncbi_tax_db_dict[tax_id],
+                genes=[gene_db_dict[gene_id] for gene_id in subdf.iloc[:, 0]],
+            )
+            ncbi_taxonomy_annotations_repo.create(annotation, **kwargs)
+            db_operation.created += 1
+        self.db_operations.append(db_operation)
+
+    @inject.autoparams("kegg_orthology_annotations_repo")
+    @inject.autoparams("kegg_orthologys_repo")
+    def _create_kegg_annotations(
+        self,
+        kegg_orthology_annotations_repo: KeggOrthologyAnnotationsRepo,
+        kegg_orthologys_repo: KeggOrthologysRepo,
+        **kwargs,
+    ):
+        # Perform KEGG annotations creation
+        db_operation = DbOperation(name="create-kegg-annotations")
+        # Retrieve all gene db ids
+        gene_db_dict = self._genes_repo.get_gene_db_ids(
+            list(set(self.df.iloc[:, 0])), **kwargs
+        )
+        # Retrieve all kegg db ids
+        keggs = kegg_orthologys_repo.get_entries(list(set(self.df["kegg"])), **kwargs)
+        kegg_db_dict = {kegg.kegg_id: kegg.id for kegg in keggs}
+        # Create annotations
+        # - Create format for creation from df
+        for kegg_id, subdf in self.df.groupby("kegg"):
+            annotation = KeggOrthologyAnnotationCreate(
+                experiment_id=self.experiment_id,
+                kegg_id=kegg_db_dict[kegg_id],
+                genes=[gene_db_dict[gene_id] for gene_id in subdf.iloc[:, 0]],
+            )
+            kegg_orthology_annotations_repo.create(annotation, **kwargs)
+            db_operation.created += 1
+        self.db_operations.append(db_operation)
+
+    def create_annotations(self, **kwargs):
+        col = self.df.columns[1]
+        getattr(self, f"_create_{col}_annotations", self._create_unknown_annotations)(
+            **kwargs
+        )
         return self.db_operations
diff --git a/backend/app/poetry.lock b/backend/app/poetry.lock
index 81fa6681b54b14b68842dfd4811e69fc24b6ebe2..086743ab55b2503f507b785d33f39d989cb62b47 100644
--- a/backend/app/poetry.lock
+++ b/backend/app/poetry.lock
@@ -7,8 +7,6 @@ optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
-importlib-metadata = {version = "*", markers = "python_version < \"3.9\""}
-importlib-resources = {version = "*", markers = "python_version < \"3.9\""}
 Mako = "*"
 SQLAlchemy = ">=1.3.0"
 
@@ -43,6 +41,45 @@ doc = ["packaging", "sphinx-rtd-theme", "sphinx-autodoc-typehints (>=1.2.0)"]
 test = ["coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "pytest (>=6.0)", "pytest-mock (>=3.6.1)", "trustme", "contextlib2", "uvloop (<0.15)", "mock (>=4)", "uvloop (>=0.15)"]
 trio = ["trio (>=0.16)"]
 
+[[package]]
+name = "appnope"
+version = "0.1.2"
+description = "Disable App Nap on macOS >= 10.9"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "argon2-cffi"
+version = "21.3.0"
+description = "The secure Argon2 password hashing algorithm."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+argon2-cffi-bindings = "*"
+
+[package.extras]
+dev = ["pre-commit", "cogapp", "tomli", "coverage[toml] (>=5.0.2)", "hypothesis", "pytest", "sphinx", "sphinx-notfound-page", "furo"]
+docs = ["sphinx", "sphinx-notfound-page", "furo"]
+tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest"]
+
+[[package]]
+name = "argon2-cffi-bindings"
+version = "21.2.0"
+description = "Low-level CFFI bindings for Argon2"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+cffi = ">=1.0.1"
+
+[package.extras]
+dev = ["pytest", "cogapp", "pre-commit", "wheel"]
+tests = ["pytest"]
+
 [[package]]
 name = "asgiref"
 version = "3.4.1"
@@ -54,6 +91,20 @@ python-versions = ">=3.6"
 [package.extras]
 tests = ["pytest", "pytest-asyncio", "mypy (>=0.800)"]
 
+[[package]]
+name = "asttokens"
+version = "2.0.5"
+description = "Annotate AST trees with source code positions"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+six = "*"
+
+[package.extras]
+test = ["astroid", "pytest"]
+
 [[package]]
 name = "atomicwrites"
 version = "1.4.0"
@@ -76,6 +127,14 @@ docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
 tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "cloudpickle"]
 tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "cloudpickle"]
 
+[[package]]
+name = "backcall"
+version = "0.2.0"
+description = "Specifications for callback functions passed in to an API"
+category = "dev"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "beautifulsoup4"
 version = "4.10.0"
@@ -125,6 +184,19 @@ jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
 python2 = ["typed-ast (>=1.4.3)"]
 uvloop = ["uvloop (>=0.15.2)"]
 
+[[package]]
+name = "bleach"
+version = "4.1.0"
+description = "An easy safelist-based HTML-sanitizing tool."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+packaging = "*"
+six = ">=1.9.0"
+webencodings = "*"
+
 [[package]]
 name = "celery"
 version = "5.2.3"
@@ -184,6 +256,17 @@ category = "main"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "cffi"
+version = "1.15.0"
+description = "Foreign Function Interface for Python calling C code."
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+pycparser = "*"
+
 [[package]]
 name = "charset-normalizer"
 version = "2.0.10"
@@ -262,11 +345,11 @@ python-versions = "*"
 
 [[package]]
 name = "coverage"
-version = "6.2"
+version = "6.3.2"
 description = "Code coverage measurement for Python"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
 tomli = {version = "*", optional = true, markers = "extra == \"toml\""}
@@ -289,6 +372,30 @@ pydantic = ">=1.8.1,<2.0.0"
 requests = ">=2.25.1,<3.0.0"
 requests-cache = ">=0.5.2,<0.6.0"
 
+[[package]]
+name = "debugpy"
+version = "1.5.1"
+description = "An implementation of the Debug Adapter Protocol for Python"
+category = "dev"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
+
+[[package]]
+name = "decorator"
+version = "5.1.1"
+description = "Decorators for Humans"
+category = "dev"
+optional = false
+python-versions = ">=3.5"
+
+[[package]]
+name = "defusedxml"
+version = "0.7.1"
+description = "XML bomb protection for Python stdlib modules"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
 [[package]]
 name = "deprecated"
 version = "1.2.13"
@@ -303,6 +410,22 @@ wrapt = ">=1.10,<2"
 [package.extras]
 dev = ["tox", "bump2version (<1)", "sphinx (<2)", "importlib-metadata (<3)", "importlib-resources (<4)", "configparser (<5)", "sphinxcontrib-websupport (<2)", "zipp (<2)", "PyTest (<5)", "PyTest-Cov (<2.6)", "pytest", "pytest-cov"]
 
+[[package]]
+name = "entrypoints"
+version = "0.4"
+description = "Discover and load entry points from installed packages."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "executing"
+version = "0.8.3"
+description = "Get the currently executing AST node of a frame, and other information"
+category = "dev"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "fastapi"
 version = "0.70.1"
@@ -335,13 +458,13 @@ pydantic = ">=1.7.2"
 
 [package.extras]
 gino = ["gino[starlette] (>=1.0.1)", "SQLAlchemy (>=1.3.20)"]
-all = ["gino[starlette] (>=1.0.1)", "SQLAlchemy (>=1.3.20)", "databases[postgresql,mysql,sqlite] (>=0.4.0)", "orm (>=0.1.5)", "tortoise-orm[aiosqlite,asyncpg,aiomysql] (>=0.16.18,<0.18.0)", "asyncpg (>=0.24.0)", "ormar (>=0.10.5)", "Django (<3.3.0)", "piccolo (>=0.29,<0.35)", "motor (>=2.5.1,<3.0.0)"]
+all = ["gino[starlette] (>=1.0.1)", "SQLAlchemy (>=1.3.20)", "databases[mysql,postgresql,sqlite] (>=0.4.0)", "orm (>=0.1.5)", "tortoise-orm[aiosqlite,aiomysql,asyncpg] (>=0.16.18,<0.18.0)", "asyncpg (>=0.24.0)", "ormar (>=0.10.5)", "Django (<3.3.0)", "piccolo (>=0.29,<0.35)", "motor (>=2.5.1,<3.0.0)"]
 sqlalchemy = ["SQLAlchemy (>=1.3.20)"]
 asyncpg = ["SQLAlchemy (>=1.3.20)", "asyncpg (>=0.24.0)"]
-databases = ["databases[postgresql,mysql,sqlite] (>=0.4.0)"]
-orm = ["databases[postgresql,mysql,sqlite] (>=0.4.0)", "orm (>=0.1.5)", "typesystem (>=0.2.0,<0.3.0)"]
-django = ["databases[postgresql,mysql,sqlite] (>=0.4.0)", "Django (<3.3.0)"]
-tortoise = ["tortoise-orm[aiosqlite,asyncpg,aiomysql] (>=0.16.18,<0.18.0)"]
+databases = ["databases[mysql,postgresql,sqlite] (>=0.4.0)"]
+orm = ["databases[mysql,postgresql,sqlite] (>=0.4.0)", "orm (>=0.1.5)", "typesystem (>=0.2.0,<0.3.0)"]
+django = ["databases[mysql,postgresql,sqlite] (>=0.4.0)", "Django (<3.3.0)"]
+tortoise = ["tortoise-orm[aiosqlite,aiomysql,asyncpg] (>=0.16.18,<0.18.0)"]
 ormar = ["ormar (>=0.10.5)"]
 piccolo = ["piccolo (>=0.29,<0.35)"]
 motor = ["motor (>=2.5.1,<3.0.0)"]
@@ -386,27 +509,11 @@ category = "main"
 optional = false
 python-versions = ">=3.5"
 
-[[package]]
-name = "importlib-metadata"
-version = "4.10.0"
-description = "Read metadata from Python packages"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-zipp = ">=0.5"
-
-[package.extras]
-docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
-perf = ["ipython"]
-testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "packaging", "pyfakefs", "flufl.flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy", "importlib-resources (>=1.3)"]
-
 [[package]]
 name = "importlib-resources"
 version = "5.4.0"
 description = "Read resources from Python packages"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 
@@ -433,6 +540,221 @@ category = "dev"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "ipykernel"
+version = "6.9.1"
+description = "IPython Kernel for Jupyter"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+appnope = {version = "*", markers = "platform_system == \"Darwin\""}
+debugpy = ">=1.0.0,<2.0"
+ipython = ">=7.23.1"
+jupyter-client = "<8.0"
+matplotlib-inline = ">=0.1.0,<0.2.0"
+nest-asyncio = "*"
+tornado = ">=4.2,<7.0"
+traitlets = ">=5.1.0,<6.0"
+
+[package.extras]
+test = ["pytest (!=5.3.4)", "pytest-cov", "flaky", "ipyparallel"]
+
+[[package]]
+name = "ipython"
+version = "8.1.1"
+description = "IPython: Productive Interactive Computing"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+
+[package.dependencies]
+appnope = {version = "*", markers = "sys_platform == \"darwin\""}
+backcall = "*"
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+decorator = "*"
+jedi = ">=0.16"
+matplotlib-inline = "*"
+pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
+pickleshare = "*"
+prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
+pygments = ">=2.4.0"
+stack-data = "*"
+traitlets = ">=5"
+
+[package.extras]
+all = ["black", "Sphinx (>=1.3)", "ipykernel", "nbconvert", "nbformat", "ipywidgets", "notebook", "ipyparallel", "qtconsole", "curio", "matplotlib (!=3.2.0)", "numpy (>=1.19)", "pandas", "pytest", "testpath", "trio", "pytest-asyncio"]
+black = ["black"]
+doc = ["Sphinx (>=1.3)"]
+kernel = ["ipykernel"]
+nbconvert = ["nbconvert"]
+nbformat = ["nbformat"]
+notebook = ["ipywidgets", "notebook"]
+parallel = ["ipyparallel"]
+qtconsole = ["qtconsole"]
+test = ["pytest", "pytest-asyncio", "testpath"]
+test_extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.19)", "pandas", "pytest", "testpath", "trio"]
+
+[[package]]
+name = "ipython-genutils"
+version = "0.2.0"
+description = "Vestigial utilities from IPython"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "ipywidgets"
+version = "7.6.5"
+description = "IPython HTML widgets for Jupyter"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+ipykernel = ">=4.5.1"
+ipython = {version = ">=4.0.0", markers = "python_version >= \"3.3\""}
+ipython-genutils = ">=0.2.0,<0.3.0"
+jupyterlab-widgets = {version = ">=1.0.0", markers = "python_version >= \"3.6\""}
+nbformat = ">=4.2.0"
+traitlets = ">=4.3.1"
+widgetsnbextension = ">=3.5.0,<3.6.0"
+
+[package.extras]
+test = ["pytest (>=3.6.0)", "pytest-cov", "mock"]
+
+[[package]]
+name = "jedi"
+version = "0.18.1"
+description = "An autocompletion tool for Python that can be used for text editors."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+parso = ">=0.8.0,<0.9.0"
+
+[package.extras]
+qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
+testing = ["Django (<3.1)", "colorama", "docopt", "pytest (<7.0.0)"]
+
+[[package]]
+name = "jinja2"
+version = "3.0.3"
+description = "A very fast and expressive template engine."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+MarkupSafe = ">=2.0"
+
+[package.extras]
+i18n = ["Babel (>=2.7)"]
+
+[[package]]
+name = "jsonschema"
+version = "4.4.0"
+description = "An implementation of JSON Schema validation for Python"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+attrs = ">=17.4.0"
+pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2"
+
+[package.extras]
+format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
+format_nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
+
+[[package]]
+name = "jupyter"
+version = "1.0.0"
+description = "Jupyter metapackage. Install all the Jupyter components in one go."
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+ipykernel = "*"
+ipywidgets = "*"
+jupyter-console = "*"
+nbconvert = "*"
+notebook = "*"
+qtconsole = "*"
+
+[[package]]
+name = "jupyter-client"
+version = "7.1.2"
+description = "Jupyter protocol implementation and client libraries"
+category = "dev"
+optional = false
+python-versions = ">=3.6.1"
+
+[package.dependencies]
+entrypoints = "*"
+jupyter-core = ">=4.6.0"
+nest-asyncio = ">=1.5"
+python-dateutil = ">=2.1"
+pyzmq = ">=13"
+tornado = ">=4.1"
+traitlets = "*"
+
+[package.extras]
+doc = ["myst-parser", "sphinx (>=1.3.6)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
+test = ["codecov", "coverage", "ipykernel", "ipython", "mock", "mypy", "pre-commit", "pytest", "pytest-asyncio", "pytest-cov", "pytest-timeout", "jedi (<0.18)"]
+
+[[package]]
+name = "jupyter-console"
+version = "6.4.3"
+description = "Jupyter terminal console"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+ipykernel = "*"
+ipython = "*"
+jupyter-client = ">=7.0.0"
+prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
+pygments = "*"
+
+[package.extras]
+test = ["pexpect"]
+
+[[package]]
+name = "jupyter-core"
+version = "4.9.2"
+description = "Jupyter core package. A base package on which Jupyter projects rely."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+pywin32 = {version = ">=1.0", markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
+traitlets = "*"
+
+[[package]]
+name = "jupyterlab-pygments"
+version = "0.1.2"
+description = "Pygments theme using JupyterLab CSS variables"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+pygments = ">=2.4.1,<3"
+
+[[package]]
+name = "jupyterlab-widgets"
+version = "1.0.2"
+description = "A JupyterLab extension."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
 [[package]]
 name = "kombu"
 version = "5.2.3"
@@ -484,6 +806,17 @@ category = "main"
 optional = false
 python-versions = ">=3.6"
 
+[[package]]
+name = "matplotlib-inline"
+version = "0.1.3"
+description = "Inline Matplotlib backend for Jupyter"
+category = "dev"
+optional = false
+python-versions = ">=3.5"
+
+[package.dependencies]
+traitlets = "*"
+
 [[package]]
 name = "mccabe"
 version = "0.6.1"
@@ -492,6 +825,14 @@ category = "dev"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "mistune"
+version = "0.8.4"
+description = "The fastest markdown parser in pure Python"
+category = "dev"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "more-itertools"
 version = "8.12.0"
@@ -508,6 +849,110 @@ category = "dev"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "nbclient"
+version = "0.5.12"
+description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
+category = "dev"
+optional = false
+python-versions = ">=3.7.0"
+
+[package.dependencies]
+jupyter-client = ">=6.1.5"
+nbformat = ">=5.0"
+nest-asyncio = "*"
+traitlets = ">=5.0.0"
+
+[package.extras]
+sphinx = ["Sphinx (>=1.7)", "sphinx-book-theme", "mock", "moto", "myst-parser"]
+test = ["ipython (<8.0.0)", "ipykernel", "ipywidgets (<8.0.0)", "pytest (>=4.1)", "pytest-asyncio", "pytest-cov (>=2.6.1)", "check-manifest", "flake8", "mypy", "xmltodict", "black", "pip (>=18.1)", "wheel (>=0.31.0)", "setuptools (>=38.6.0)", "twine (>=1.11.0)"]
+
+[[package]]
+name = "nbconvert"
+version = "6.4.2"
+description = "Converting Jupyter Notebooks"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+bleach = "*"
+defusedxml = "*"
+entrypoints = ">=0.2.2"
+jinja2 = ">=2.4"
+jupyter-core = "*"
+jupyterlab-pygments = "*"
+mistune = ">=0.8.1,<2"
+nbclient = ">=0.5.0,<0.6.0"
+nbformat = ">=4.4"
+pandocfilters = ">=1.4.1"
+pygments = ">=2.4.1"
+testpath = "*"
+traitlets = ">=5.0"
+
+[package.extras]
+all = ["pytest", "pytest-cov", "pytest-dependency", "ipykernel", "ipywidgets (>=7)", "pyppeteer (>=1,<1.1)", "tornado (>=4.0)", "sphinx (>=1.5.1)", "sphinx-rtd-theme", "nbsphinx (>=0.2.12)", "ipython"]
+docs = ["sphinx (>=1.5.1)", "sphinx-rtd-theme", "nbsphinx (>=0.2.12)", "ipython"]
+serve = ["tornado (>=4.0)"]
+test = ["pytest", "pytest-cov", "pytest-dependency", "ipykernel", "ipywidgets (>=7)", "pyppeteer (>=1,<1.1)"]
+webpdf = ["pyppeteer (>=1,<1.1)"]
+
+[[package]]
+name = "nbformat"
+version = "5.1.3"
+description = "The Jupyter Notebook format"
+category = "dev"
+optional = false
+python-versions = ">=3.5"
+
+[package.dependencies]
+ipython-genutils = "*"
+jsonschema = ">=2.4,<2.5.0 || >2.5.0"
+jupyter-core = "*"
+traitlets = ">=4.1"
+
+[package.extras]
+fast = ["fastjsonschema"]
+test = ["check-manifest", "fastjsonschema", "testpath", "pytest", "pytest-cov"]
+
+[[package]]
+name = "nest-asyncio"
+version = "1.5.4"
+description = "Patch asyncio to allow nested event loops"
+category = "dev"
+optional = false
+python-versions = ">=3.5"
+
+[[package]]
+name = "notebook"
+version = "6.4.8"
+description = "A web-based notebook environment for interactive computing"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+argon2-cffi = "*"
+ipykernel = "*"
+ipython-genutils = "*"
+jinja2 = "*"
+jupyter-client = ">=5.3.4"
+jupyter-core = ">=4.6.1"
+nbconvert = "*"
+nbformat = "*"
+nest-asyncio = ">=1.5"
+prometheus-client = "*"
+pyzmq = ">=17"
+Send2Trash = ">=1.8.0"
+terminado = ">=0.8.3"
+tornado = ">=6.1"
+traitlets = ">=4.2.1"
+
+[package.extras]
+docs = ["sphinx", "nbsphinx", "sphinxcontrib-github-alt", "sphinx-rtd-theme", "myst-parser"]
+json-logging = ["json-logging"]
+test = ["pytest", "coverage", "requests", "nbval", "selenium", "pytest-cov", "requests-unixsocket"]
+
 [[package]]
 name = "numpy"
 version = "1.22.0"
@@ -548,6 +993,26 @@ pytz = ">=2017.3"
 [package.extras]
 test = ["hypothesis (>=3.58)", "pytest (>=6.0)", "pytest-xdist"]
 
+[[package]]
+name = "pandocfilters"
+version = "1.5.0"
+description = "Utilities for writing pandoc filters in python"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "parso"
+version = "0.8.3"
+description = "A Python Parser"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.extras]
+qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
+testing = ["docopt", "pytest (<6.0.0)"]
+
 [[package]]
 name = "pathspec"
 version = "0.9.0"
@@ -556,6 +1021,25 @@ category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
 
+[[package]]
+name = "pexpect"
+version = "4.8.0"
+description = "Pexpect allows easy control of interactive console applications."
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+ptyprocess = ">=0.5"
+
+[[package]]
+name = "pickleshare"
+version = "0.7.5"
+description = "Tiny 'shelve'-like database with concurrency support"
+category = "dev"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "platformdirs"
 version = "2.4.1"
@@ -579,6 +1063,17 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 [package.extras]
 dev = ["pre-commit", "tox"]
 
+[[package]]
+name = "prometheus-client"
+version = "0.13.1"
+description = "Python client for the Prometheus monitoring system."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.extras]
+twisted = ["twisted"]
+
 [[package]]
 name = "prompt-toolkit"
 version = "3.0.24"
@@ -598,6 +1093,25 @@ category = "main"
 optional = false
 python-versions = ">=3.6"
 
+[[package]]
+name = "ptyprocess"
+version = "0.7.0"
+description = "Run a subprocess in a pseudo terminal"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "pure-eval"
+version = "0.2.2"
+description = "Safely evaluate AST nodes without side effects"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.extras]
+tests = ["pytest"]
+
 [[package]]
 name = "py"
 version = "1.11.0"
@@ -614,6 +1128,14 @@ category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
+[[package]]
+name = "pycparser"
+version = "2.21"
+description = "C parser in Python"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
 [[package]]
 name = "pydantic"
 version = "1.9.0"
@@ -645,6 +1167,14 @@ category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
+[[package]]
+name = "pygments"
+version = "2.11.2"
+description = "Pygments is a syntax highlighting package written in Python."
+category = "dev"
+optional = false
+python-versions = ">=3.5"
+
 [[package]]
 name = "pyparsing"
 version = "3.0.6"
@@ -656,6 +1186,14 @@ python-versions = ">=3.6"
 [package.extras]
 diagrams = ["jinja2", "railroad-diagrams"]
 
+[[package]]
+name = "pyrsistent"
+version = "0.18.1"
+description = "Persistent/Functional/Immutable data structures"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
 [[package]]
 name = "pytest"
 version = "5.4.3"
@@ -737,6 +1275,70 @@ category = "main"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "pywin32"
+version = "303"
+description = "Python for Window Extensions"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "pywinpty"
+version = "2.0.5"
+description = "Pseudo terminal support for Windows from Python."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "pyzmq"
+version = "22.3.0"
+description = "Python bindings for 0MQ"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+cffi = {version = "*", markers = "implementation_name == \"pypy\""}
+py = {version = "*", markers = "implementation_name == \"pypy\""}
+
+[[package]]
+name = "qtconsole"
+version = "5.2.2"
+description = "Jupyter Qt console"
+category = "dev"
+optional = false
+python-versions = ">= 3.6"
+
+[package.dependencies]
+ipykernel = ">=4.1"
+ipython-genutils = "*"
+jupyter-client = ">=4.1"
+jupyter-core = "*"
+pygments = "*"
+pyzmq = ">=17.1"
+qtpy = "*"
+traitlets = "*"
+
+[package.extras]
+doc = ["Sphinx (>=1.3)"]
+test = ["flaky", "pytest", "pytest-qt"]
+
+[[package]]
+name = "qtpy"
+version = "2.0.1"
+description = "Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6)."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+packaging = "*"
+
+[package.extras]
+test = ["pytest (>=6.0.0)", "pytest-cov (>=3.0.0)", "pytest-qt"]
+
 [[package]]
 name = "redis"
 version = "4.1.0"
@@ -782,6 +1384,19 @@ python-versions = "*"
 [package.dependencies]
 requests = ">=1.1.0"
 
+[[package]]
+name = "send2trash"
+version = "1.8.0"
+description = "Send file to trash natively under Mac OS X, Windows and Linux."
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.extras]
+nativelib = ["pyobjc-framework-cocoa", "pywin32"]
+objc = ["pyobjc-framework-cocoa"]
+win32 = ["pywin32"]
+
 [[package]]
 name = "six"
 version = "1.16.0"
@@ -873,6 +1488,22 @@ pydantic = ">=1.8.2,<2.0.0"
 SQLAlchemy = ">=1.4.17,<1.5.0"
 sqlalchemy2-stubs = "*"
 
+[[package]]
+name = "stack-data"
+version = "0.2.0"
+description = "Extract data from python stack frames and tracebacks for informative displays"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+asttokens = "*"
+executing = "*"
+pure-eval = "*"
+
+[package.extras]
+tests = ["pytest", "typeguard", "pygments", "littleutils", "cython"]
+
 [[package]]
 name = "starlette"
 version = "0.16.0"
@@ -887,6 +1518,33 @@ anyio = ">=3.0.0,<4"
 [package.extras]
 full = ["itsdangerous", "jinja2", "python-multipart", "pyyaml", "requests", "graphene"]
 
+[[package]]
+name = "terminado"
+version = "0.13.3"
+description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+ptyprocess = {version = "*", markers = "os_name != \"nt\""}
+pywinpty = {version = ">=1.1.0", markers = "os_name == \"nt\""}
+tornado = ">=4"
+
+[package.extras]
+test = ["pytest"]
+
+[[package]]
+name = "testpath"
+version = "0.6.0"
+description = "Test utilities for code working with files and commands"
+category = "dev"
+optional = false
+python-versions = ">= 3.5"
+
+[package.extras]
+test = ["pytest"]
+
 [[package]]
 name = "text-unidecode"
 version = "1.3"
@@ -927,6 +1585,17 @@ dev = ["py-make (>=0.1.0)", "twine", "wheel"]
 notebook = ["ipywidgets (>=6)"]
 telegram = ["requests"]
 
+[[package]]
+name = "traitlets"
+version = "5.1.1"
+description = "Traitlets Python configuration system"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+test = ["pytest"]
+
 [[package]]
 name = "typer"
 version = "0.4.0"
@@ -997,6 +1666,25 @@ category = "main"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "webencodings"
+version = "0.5.1"
+description = "Character encoding aliases for legacy web content"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "widgetsnbextension"
+version = "3.5.2"
+description = "IPython HTML widgets for Jupyter"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+notebook = ">=4.4.1"
+
 [[package]]
 name = "wrapt"
 version = "1.13.3"
@@ -1009,7 +1697,7 @@ python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
 name = "zipp"
 version = "3.7.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 
@@ -1019,8 +1707,8 @@ testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-
 
 [metadata]
 lock-version = "1.1"
-python-versions = "^3.8"
-content-hash = "0295f8c68e1a5f4969f3ab939e344bee2fbdc0c1aa2f5ed5bbb8b3a7e3fe82ee"
+python-versions = "^3.9"
+content-hash = "900d6c161302186c8b97122372f234fdd0b3b1cda960d2f1ff0de1e5f4813b5e"
 
 [metadata.files]
 alembic = [
@@ -1035,10 +1723,45 @@ anyio = [
     {file = "anyio-3.5.0-py3-none-any.whl", hash = "sha256:b5fa16c5ff93fa1046f2eeb5bbff2dad4d3514d6cda61d02816dba34fa8c3c2e"},
     {file = "anyio-3.5.0.tar.gz", hash = "sha256:a0aeffe2fb1fdf374a8e4b471444f0f3ac4fb9f5a5b542b48824475e0042a5a6"},
 ]
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+    {file = "pyzmq-22.3.0.tar.gz", hash = "sha256:8eddc033e716f8c91c6a2112f0a8ebc5e00532b4a6ae1eb0ccc48e027f9c671c"},
+]
+qtconsole = [
+    {file = "qtconsole-5.2.2-py3-none-any.whl", hash = "sha256:4aa6a3e600e0c8cf16853f2378311bc2371f57cb0f22ecfc28994f4cf409ee2e"},
+    {file = "qtconsole-5.2.2.tar.gz", hash = "sha256:8f9db97b27782184efd0a0f2d57ea3bd852d053747a2e442a9011329c082976d"},
+]
+qtpy = [
+    {file = "QtPy-2.0.1-py3-none-any.whl", hash = "sha256:d93f2c98e97387fcc9d623d509772af5b6c15ab9d8f9f4c5dfbad9a73ad34812"},
+    {file = "QtPy-2.0.1.tar.gz", hash = "sha256:adfd073ffbd2de81dc7aaa0b983499ef5c59c96adcfdcc9dea60d42ca885eb8f"},
+]
 redis = [
     {file = "redis-4.1.0-py3-none-any.whl", hash = "sha256:e13fad67c098a33141bacde872786960e86a5c97a4255009bcd43c795fa1cc77"},
     {file = "redis-4.1.0.tar.gz", hash = "sha256:21f0a23bce707909076e6ba2ce076cba59bff60d2ab22972e0647fdf620ffe47"},
@@ -1550,6 +2580,10 @@ requests-cache = [
     {file = "requests-cache-0.5.2.tar.gz", hash = "sha256:813023269686045f8e01e2289cc1e7e9ae5ab22ddd1e2849a9093ab3ab7270eb"},
     {file = "requests_cache-0.5.2-py2.py3-none-any.whl", hash = "sha256:81e13559baee64677a7d73b85498a5a8f0639e204517b5d05ff378e44a57831a"},
 ]
+send2trash = [
+    {file = "Send2Trash-1.8.0-py3-none-any.whl", hash = "sha256:f20eaadfdb517eaca5ce077640cb261c7d2698385a6a0f072a4a5447fd49fa08"},
+    {file = "Send2Trash-1.8.0.tar.gz", hash = "sha256:d2c24762fd3759860a0aff155e45871447ea58d2be6bdd39b5c8f966a0c99c2d"},
+]
 six = [
     {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
     {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
@@ -1612,10 +2646,22 @@ sqlmodel = [
     {file = "sqlmodel-0.0.6-py3-none-any.whl", hash = "sha256:c5fd8719e09da348cd32ce2a5b6a44f289d3029fa8f1c9818229b6f34f1201b4"},
     {file = "sqlmodel-0.0.6.tar.gz", hash = "sha256:3b4f966b9671b24d85529d274e6c4dbc7753b468e35d2d6a40bd75cad1f66813"},
 ]
+stack-data = [
+    {file = "stack_data-0.2.0-py3-none-any.whl", hash = "sha256:999762f9c3132308789affa03e9271bbbe947bf78311851f4d485d8402ed858e"},
+    {file = "stack_data-0.2.0.tar.gz", hash = "sha256:45692d41bd633a9503a5195552df22b583caf16f0b27c4e58c98d88c8b648e12"},
+]
 starlette = [
     {file = "starlette-0.16.0-py3-none-any.whl", hash = "sha256:38eb24bf705a2c317e15868e384c1b8a12ca396e5a3c3a003db7e667c43f939f"},
     {file = "starlette-0.16.0.tar.gz", hash = "sha256:e1904b5d0007aee24bdd3c43994be9b3b729f4f58e740200de1d623f8c3a8870"},
 ]
+terminado = [
+    {file = "terminado-0.13.3-py3-none-any.whl", hash = "sha256:874d4ea3183536c1782d13c7c91342ef0cf4e5ee1d53633029cbc972c8760bd8"},
+    {file = "terminado-0.13.3.tar.gz", hash = "sha256:94d1cfab63525993f7d5c9b469a50a18d0cdf39435b59785715539dd41e36c0d"},
+]
+testpath = [
+    {file = "testpath-0.6.0-py3-none-any.whl", hash = "sha256:8ada9f80a2ac6fb0391aa7cdb1a7d11cfa8429f693eda83f74dde570fe6fa639"},
+    {file = "testpath-0.6.0.tar.gz", hash = "sha256:2f1b97e6442c02681ebe01bd84f531028a7caea1af3825000f52345c30285e0f"},
+]
 text-unidecode = [
     {file = "text-unidecode-1.3.tar.gz", hash = "sha256:bad6603bb14d279193107714b288be206cac565dfa49aa5b105294dd5c4aab93"},
     {file = "text_unidecode-1.3-py2.py3-none-any.whl", hash = "sha256:1311f10e8b895935241623731c2ba64f4c455287888b18189350b67134a822e8"},
@@ -1671,6 +2717,10 @@ tqdm = [
     {file = "tqdm-4.62.3-py2.py3-none-any.whl", hash = "sha256:8dd278a422499cd6b727e6ae4061c40b48fce8b76d1ccbf5d34fca9b7f925b0c"},
     {file = "tqdm-4.62.3.tar.gz", hash = "sha256:d359de7217506c9851b7869f3708d8ee53ed70a1b8edbba4dbcb47442592920d"},
 ]
+traitlets = [
+    {file = "traitlets-5.1.1-py3-none-any.whl", hash = "sha256:2d313cc50a42cd6c277e7d7dc8d4d7fedd06a2c215f78766ae7b1a66277e0033"},
+    {file = "traitlets-5.1.1.tar.gz", hash = "sha256:059f456c5a7c1c82b98c2e8c799f39c9b8128f6d0d46941ee118daace9eb70c7"},
+]
 typer = [
     {file = "typer-0.4.0-py3-none-any.whl", hash = "sha256:d81169725140423d072df464cad1ff25ee154ef381aaf5b8225352ea187ca338"},
     {file = "typer-0.4.0.tar.gz", hash = "sha256:63c3aeab0549750ffe40da79a1b524f60e08a2cbc3126c520ebf2eeaf507f5dd"},
@@ -1695,6 +2745,14 @@ wcwidth = [
     {file = "wcwidth-0.2.5-py2.py3-none-any.whl", hash = "sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784"},
     {file = "wcwidth-0.2.5.tar.gz", hash = "sha256:c4d647b99872929fdb7bdcaa4fbe7f01413ed3d98077df798530e5b04f116c83"},
 ]
+webencodings = [
+    {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"},
+    {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
+]
+widgetsnbextension = [
+    {file = "widgetsnbextension-3.5.2-py2.py3-none-any.whl", hash = "sha256:763a9fdc836d141fa080005a886d63f66f73d56dba1fb5961afc239c77708569"},
+    {file = "widgetsnbextension-3.5.2.tar.gz", hash = "sha256:e0731a60ba540cd19bbbefe771a9076dcd2dde90713a8f87f27f53f2d1db7727"},
+]
 wrapt = [
     {file = "wrapt-1.13.3-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:e05e60ff3b2b0342153be4d1b597bbcfd8330890056b9619f4ad6b8d5c96a81a"},
     {file = "wrapt-1.13.3-cp27-cp27m-manylinux1_i686.whl", hash = "sha256:85148f4225287b6a0665eef08a178c15097366d46b210574a658c1ff5b377489"},
diff --git a/backend/app/pyproject.toml b/backend/app/pyproject.toml
index b8f6d66a3cc974a668fe798734834ab46d2d9ada..0dc2c485f80b0a7876ccd067bc4c9b13a06f8610 100644
--- a/backend/app/pyproject.toml
+++ b/backend/app/pyproject.toml
@@ -31,6 +31,8 @@ flake8 = "^4.0.1"
 invoke = "^1.6.0"
 pytest-cov = "^3.0.0"
 snakeviz = "^2.1.1"
+jupyter = "^1.0.0"
+importlib-resources = "^5.4.0"
 
 [tool.poetry.scripts]
 create_test_db = "app.cli.db.create_test_db:run"
diff --git a/backend/app/tests/api/endpoints/annotations/test_kegg.py b/backend/app/tests/api/endpoints/annotations/test_kegg.py
index 1e16290c559d94aa82919011c3a2fcdf6d6c6782..424911ef54b048e0cc5c44439aa3e7f7d96403b2 100644
--- a/backend/app/tests/api/endpoints/annotations/test_kegg.py
+++ b/backend/app/tests/api/endpoints/annotations/test_kegg.py
@@ -63,30 +63,38 @@ class TestKeggOrthologyAnnotations(BaseApiTests):
 
     def test_get_all_kegg_annotations(self):
         # Given
-        expected_data = [
-            {
-                "id": self.created_id["annotation"],
-                "kegg": {
-                    "kegg_id": "K1",
-                    "id": 1,
-                    "name": "test-kegg",
-                    "definition": None,
-                    "ec_numbers": None,
-                },
-                "experiment": {
-                    "date": "2020-10-10",
-                    "description": None,
-                    "doi": None,
-                    "id": 1,
-                    "name": "test-xp",
-                },
-            }
-        ]
+        expected_data = {
+            "items": [
+                {
+                    "id": self.created_id["annotation"],
+                    "kegg": {
+                        "kegg_id": "K1",
+                        "id": 1,
+                        "name": "test-kegg",
+                        "definition": None,
+                        "ec_numbers": None,
+                    },
+                    "experiment": {
+                        "date": "2020-10-10",
+                        "description": None,
+                        "doi": None,
+                        "id": 1,
+                        "name": "test-xp",
+                    },
+                }
+            ],
+            "total": 1,
+            "page": 1,
+            "size": 50,
+        }
         # When
         response = self.client.get("/api/annotations/kegg/")
+        print("loh")
+        print(response.json())
+        print(expected_data)
         # Then
         self.assertEqual(response.status_code, 200)
-        self.assertListEqual(response.json(), expected_data)
+        self.assertDictEqual(response.json(), expected_data)
 
     def test_create_kegg_annotation(self):
         # Given
diff --git a/data_test/README.md b/data_test/README.md
index 4566d1987d52444df956a639a79e2bc54ee4609c..1b601d45593a216d8e7ce0b717616240c3d171ae 100644
--- a/data_test/README.md
+++ b/data_test/README.md
@@ -16,4 +16,10 @@ No test data for KEGG since the whole KEGG KO database is very quick to create a
 
 ### Sequences
 
-### Annotations
\ No newline at end of file
+Sequences are found in the `genes.fa` file.
+
+### Annotations
+
+#### KEGG
+
+Kegg annotations are based on gene_id and kegg_id and are found in `kegg.csv`.
\ No newline at end of file
diff --git a/data_test/genes/kegg.csv b/data_test/genes/kegg.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7b3bf411b411d1afc363a0cb800110a47f0fe9bf
--- /dev/null
+++ b/data_test/genes/kegg.csv
@@ -0,0 +1,6 @@
+gene,kegg
+gene1,K00035
+gene2,K00022
+gene2,K00029
+gene3,K00029
+gene4,K02229
\ No newline at end of file
diff --git a/data_test/genes/taxonomy.csv b/data_test/genes/taxonomy.csv
new file mode 100644
index 0000000000000000000000000000000000000000..90b5b3c8d382c0d3501e5445b31ed990de6d6d36
--- /dev/null
+++ b/data_test/genes/taxonomy.csv
@@ -0,0 +1,5 @@
+gene,taxonomy
+gene1,562
+gene2,562
+gene3,655183
+gene4,1578
\ No newline at end of file
diff --git a/docker-compose.yaml b/docker-compose.yaml
index 174a5f4413caa91221248b4965ac9dab9bea2124..7060dc10e2d0ede11c0ff7ded30e79246cff3b3a 100644
--- a/docker-compose.yaml
+++ b/docker-compose.yaml
@@ -18,7 +18,8 @@ services:
       - "8888:8888"
     command: /app/scripts/start_dev.sh
     depends_on:
-      - postgresql
+      postgresql:
+        condition: service_healthy
     networks:
       - main
 
@@ -39,6 +40,7 @@ services:
     command: celery -A app.celery.celery_app worker --loglevel=info
     depends_on:
       - backend
+      - postgresql
       - redis
     networks:
       - main
@@ -65,6 +67,11 @@ services:
       - postgresql-data:/var/lib/postgresql/data
     networks:
       - main
+    healthcheck:
+      test: ["CMD-SHELL", "pg_isready -U postgres"]
+      interval: 10s
+      timeout: 5s
+      retries: 5
 
   frontend:
     container_name: fastgenes-frontend
diff --git a/notebooks/create annotations.ipynb b/notebooks/create annotations.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..e341133b04a5c915d6e50835c5efb4d239714a79
--- /dev/null
+++ b/notebooks/create annotations.ipynb	
@@ -0,0 +1,171 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "e1ccc134",
+   "metadata": {},
+   "source": [
+    "## Introduction\n",
+    "First you need to create the experiment you need through the API. Keep the DB id of the created experiment to use it here in the notebook.\n",
+    "\n",
+    "> *This should be automatically retrieved in the frontend side when creating from the user side*"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "9558a029",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/Users/khillion/Library/Caches/pypoetry/virtualenvs/app-FUpT0C5z-py3.8/lib/python3.8/site-packages/pandas/compat/__init__.py:124: UserWarning: Could not import the lzma module. Your installed Python is incomplete. Attempting to use lzma compression will result in a RuntimeError.\n",
+      "  warnings.warn(msg)\n"
+     ]
+    }
+   ],
+   "source": [
+    "import pandas as pd\n",
+    "from sqlmodel import Session\n",
+    "\n",
+    "from app.dependency_injections import run_di\n",
+    "from app.db import engine\n",
+    "\n",
+    "from app.core.use_cases.db_creation.annotation import CreateGeneAnnotationsUseCase"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "b6731517",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Load session\n",
+    "session = Session(engine)\n",
+    "# Run dependency injections\n",
+    "run_di()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d2d84197",
+   "metadata": {},
+   "source": [
+    "## Kegg annotations"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "cffeaa54",
+   "metadata": {
+    "scrolled": false
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/Users/khillion/Library/Caches/pypoetry/virtualenvs/app-FUpT0C5z-py3.8/lib/python3.8/site-packages/sqlmodel/orm/session.py:60: SAWarning: Class SelectOfScalar will not make use of SQL compilation caching as it does not set the 'inherit_cache' attribute to ``True``.  This can have significant performance implications including some performance degradations in comparison to prior SQLAlchemy versions.  Set this attribute to True if this object can make use of the cache key generated by the superclass.  Alternatively, this attribute may be set to False which will disable this warning. (Background on this error at: https://sqlalche.me/e/14/cprf)\n",
+      "  results = super().execute(\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "[DbOperation(created=4, updated=0, deleted=0, skipped=0, name='create-kegg-annotations', extra=None)]"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df = pd.read_csv(\"../data_test/genes/kegg.csv\", sep=\",\")\n",
+    "test_instance = CreateGeneAnnotationsUseCase(df, 1)\n",
+    "test_instance.create_annotations(session=session)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "63b7380c",
+   "metadata": {},
+   "source": [
+    "## Taxonomy annotations"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "a004fa58",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/Users/khillion/Library/Caches/pypoetry/virtualenvs/app-FUpT0C5z-py3.8/lib/python3.8/site-packages/sqlmodel/orm/session.py:60: SAWarning: Class SelectOfScalar will not make use of SQL compilation caching as it does not set the 'inherit_cache' attribute to ``True``.  This can have significant performance implications including some performance degradations in comparison to prior SQLAlchemy versions.  Set this attribute to True if this object can make use of the cache key generated by the superclass.  Alternatively, this attribute may be set to False which will disable this warning. (Background on this error at: https://sqlalche.me/e/14/cprf)\n",
+      "  results = super().execute(\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "[DbOperation(created=3, updated=0, deleted=0, skipped=0, name='create-ncbi_taxonomy-annotations', extra=None)]"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df = pd.read_csv(\"../data_test/genes/taxonomy.csv\", sep=\",\")\n",
+    "test_instance = CreateGeneAnnotationsUseCase(df, 1)\n",
+    "test_instance.create_annotations(session=session)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "be5f602c",
+   "metadata": {},
+   "source": [
+    "## Test that it worked\n",
+    "Then you can check on the API side, on the list of genes, that annotation have been properly added."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "62a83cf9",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}