diff --git a/CHANGELOG.md b/CHANGELOG.md
index 22857aa5..08b21f16 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,10 @@
 # Changelog
 
+### Changed
+
+- Drop support for HDF cache, and use a Pickle cache instead. CacheEnum.HDF is now an alias to CacheEnum.pickle
+  and will be dropped in v0.15.0
+
 ## [0.13.0] -  2024-07-17
 
 ### Changed
diff --git a/README.md b/README.md
index 00fc0722..150811e1 100644
--- a/README.md
+++ b/README.md
@@ -88,25 +88,3 @@ If you just want to download a file, without converting it to a pandas dataframe
 ...
 Image size: 60284 bytes
 ```
-
-## Installation on macOS M1 chipset
-
-## install everything
-```console
-brew install hdf5 snappy
-HDF5_DIR="/opt/homebrew/Cellar/hdf5/1.12.1/" CPPFLAGS="-I/opt/homebrew/Cellar/snappy/1.1.9/include -L/opt/homebrew/Cellar/snappy/1.1.9/lib" poetry install
-```
-
-For more details, here is what is needed:
-
-### install pytables
-```console
-brew install hdf5
-HDF5_DIR="/opt/homebrew/Cellar/hdf5/1.12.1/" poetry run pip install tables
-```
-
-### install python-snappy
-```console
-brew install snappy
-CPPFLAGS="-I/opt/homebrew/Cellar/snappy/1.1.9/include -L/opt/homebrew/Cellar/snappy/1.1.9/lib" poetry run pip install python-snappy
-```
diff --git a/docs/index.md b/docs/index.md
index 0157b89b..b97dcd71 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -86,25 +86,3 @@ If you just want to download a file, without converting it to a pandas dataframe
 ...
 Image size: 60284 bytes
 ```
-
-## Installation on macOS M1 chipset
-
-## install everything
-```console
-brew install hdf5 snappy
-HDF5_DIR="/opt/homebrew/Cellar/hdf5/1.12.1/" CPPFLAGS="-I/opt/homebrew/Cellar/snappy/1.1.9/include -L/opt/homebrew/Cellar/snappy/1.1.9/lib" poetry install
-```
-
-For more details, here is what is needed:
-
-### install pytables
-```console
-brew install hdf5
-HDF5_DIR="/opt/homebrew/Cellar/hdf5/1.12.1/" poetry run pip install tables
-```
-
-### install python-snappy
-```console
-brew install snappy
-CPPFLAGS="-I/opt/homebrew/Cellar/snappy/1.1.9/include -L/opt/homebrew/Cellar/snappy/1.1.9/lib" poetry run pip install python-snappy
-```
diff --git a/peakina/cache.py b/peakina/cache.py
index 14060baf..26043ae2 100644
--- a/peakina/cache.py
+++ b/peakina/cache.py
@@ -1,11 +1,13 @@
+import warnings
 from abc import ABCMeta, abstractmethod
+from collections.abc import Callable
 from contextlib import suppress
 from datetime import timedelta
 from enum import Enum
 from functools import lru_cache, wraps
 from pathlib import Path
 from time import monotonic_ns, time
-from typing import Any, Callable, TypedDict
+from typing import Any, TypedDict
 
 import pandas as pd
 
@@ -18,17 +20,25 @@ class InMemoryCached(TypedDict):
 
 class CacheEnum(str, Enum):
     MEMORY = "memory"
+    # FIXME: to be removed in v0.15.0
     HDF = "hdf"
+    PICKLE = "pickle"
 
 
 class Cache(metaclass=ABCMeta):
     @staticmethod
     def get_cache(kind: CacheEnum, *args: Any, **kwargs: Any) -> "Cache":
-        ALL_CACHES = {
-            CacheEnum.MEMORY: InMemoryCache,
-            CacheEnum.HDF: HDFCache,
-        }
-        return ALL_CACHES[kind](*args, **kwargs)  # type: ignore[no-any-return]
+        if kind == CacheEnum.HDF:
+            warnings.warn(
+                "HDF Cache has been removed in v0.14.0, PickleCache will be used instead. "
+                "This will be an error in v0.15.0, please use CacheEnum.PICKLE instead",
+                DeprecationWarning,
+            )
+            kind = CacheEnum.PICKLE
+        if kind == CacheEnum.PICKLE:
+            return PickleCache(*args, **kwargs)
+        else:
+            return InMemoryCache(*args, **kwargs)
 
     @staticmethod
     def should_invalidate(
@@ -88,11 +98,13 @@ def delete(self, key: str) -> None:
             del self._cache[key]
 
 
-class HDFCache(Cache):
-    META_DF_KEY = "__meta__"
+META_DF_KEY = "__meta__"
 
+
+class PickleCache(Cache):
     def __init__(self, cache_dir: str | Path) -> None:
         self.cache_dir = Path(cache_dir).resolve()
+        self._meta_df_key = self.cache_dir / META_DF_KEY
 
     def get_metadata(self) -> pd.DataFrame:
         """
@@ -101,20 +113,14 @@ def get_metadata(self) -> pd.DataFrame:
         If metadata file is not found or is corrupted, an empty one is recreated.
         """
         try:
-            # We manually instantiate the HDFStore to be able to close it no matter what
-            # See https://github.com/pandas-dev/pandas/pull/28429 for more infos
-            store = pd.HDFStore(self.cache_dir / self.META_DF_KEY, mode="r")
-            try:
-                metadata = pd.read_hdf(store)
-            finally:
-                store.close()
+            metadata = pd.read_pickle(self._meta_df_key)
         except Exception:  # catch all, on purpose
             metadata = pd.DataFrame(columns=["key", "mtime", "created_at"])
             self.set_metadata(metadata)
         return metadata
 
     def set_metadata(self, df: pd.DataFrame) -> None:
-        df.to_hdf(self.cache_dir / self.META_DF_KEY, self.META_DF_KEY, mode="w")
+        df.to_pickle(self._meta_df_key)
 
     def get(
         self, key: str, mtime: float | None = None, expire: timedelta | None = None
@@ -135,7 +141,7 @@ def get(
             self.delete(key)
 
         try:
-            return pd.read_hdf(self.cache_dir / key)
+            return pd.read_pickle(self.cache_dir / key)
         except FileNotFoundError:
             raise KeyError(key)
 
@@ -148,7 +154,7 @@ def set(self, key: str, value: pd.DataFrame, mtime: float | None = None) -> None
             metadata = metadata[metadata.key != key]  # drop duplicates
             metadata = pd.concat([metadata, pd.Series(infos).to_frame().T], ignore_index=True)
             self.set_metadata(metadata)
-            value.to_hdf(self.cache_dir / key, key, mode="w")
+            value.to_pickle(self.cache_dir / key)
         except OSError:
             self.delete(key)
             raise
diff --git a/poetry.lock b/poetry.lock
index 04d1ce0e..6cd6af45 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
 
 [[package]]
 name = "aiobotocore"
@@ -247,50 +247,6 @@ cffi = ">=1.1"
 tests = ["pytest (>=3.2.1,!=3.3.0)"]
 typecheck = ["mypy"]
 
-[[package]]
-name = "blosc2"
-version = "2.3.2"
-description = "Python wrapper for the C-Blosc2 library"
-optional = false
-python-versions = "<4,>=3.8"
-files = [
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-    {file = "blosc2-2.3.2.tar.gz", hash = "sha256:daf75a3ba973578732cb31848f1404fb5b465bdd821d437b6ff4b605e7f1e0c0"},
-]
-
-[package.dependencies]
-msgpack = "*"
-ndindex = ">=1.4"
-numpy = ">=1.20.3"
-py-cpuinfo = "*"
-
 [[package]]
 name = "boto3"
 version = "1.35.16"
@@ -664,85 +620,103 @@ testing = ["covdefaults (>=1.2.0)", "coverage (>=4)", "pytest (>=4)", "pytest-co
 
 [[package]]
 name = "frozenlist"
-version = "1.3.3"
+version = "1.5.0"
 description = "A list-like structure which implements collections.abc.MutableSequence"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2362,99 +2223,105 @@ pyyaml = "*"
 
 [[package]]
 name = "regex"
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+version = "2024.11.6"
 description = "Alternative regular expression module, to replace re."
 optional = false
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 [[package]]
@@ -2544,53 +2411,57 @@ crt = ["botocore[crt] (>=1.33.2,<2.0a.0)"]
 
 [[package]]
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 optional = false
 python-versions = ">=3.7"
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 [package.extras]
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-    {file = "tables-3.10.1-cp312-cp312-win_amd64.whl", hash = "sha256:34357d2f2f75843a44e6fe54d1f11fc2e35a8fd3cb134df3d3362cff78010adb"},
-    {file = "tables-3.10.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:6fc5b46a4f359249c3ab9a0a0a2448d7e680e68cffd63fdf3fb7171781edd46e"},
-    {file = "tables-3.10.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:2ecabd7f459d40b7f9f5256850dd5f43773fda7b789f827de92c3d26df1e320f"},
-    {file = "tables-3.10.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:40a4ee18f3c9339d9dd8fd3777c75cda5768f2ff347064a2796f59161a190af8"},
-    {file = "tables-3.10.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:757c6ea257c174af8036cf8f273ede756bbcd6db5ac7e2a4d64e788b0f371152"},
-    {file = "tables-3.10.1.tar.gz", hash = "sha256:4aa07ac734b9c037baeaf44aec64ec902ad247f57811b59f30c4e31d31f126cf"},
-]
-
-[package.dependencies]
-blosc2 = ">=2.3.0"
-numexpr = ">=2.6.2"
-numpy = ">=1.20.0"
-packaging = "*"
-py-cpuinfo = "*"
-typing-extensions = ">=4.4.0"
-
-[package.extras]
-doc = ["ipython", "numpydoc", "sphinx (>=1.1,<6)", "sphinx-rtd-theme"]
-
 [[package]]
 name = "termcolor"
 version = "2.2.0"
@@ -3059,4 +2890,4 @@ propcache = ">=0.2.0"
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "eb9b94d54d635c61c0484312940d5a6d929ad5daf96906641897aa3f28b17b9e"
+content-hash = "e59a391aee54b402559a7dfcfa6195d26dc9592967fc5fee6572e3056896bd20"
diff --git a/pyproject.toml b/pyproject.toml
index 7858799f..5012308a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -26,7 +26,6 @@ paramiko = ">=2.9.2,<4.0.0"
 pydantic = "^2.4.2"
 python-slugify = ">=5.0.2,<9.0.0"
 s3fs = ">=2022.1,<2025.0"
-tables = "^3.7.0"
 urllib3 = ">=1.26.8,<3.0.0"
 xlrd = "^2.0.1"
 xmltodict = ">=0.12.0,<1"
diff --git a/tests/test_cache.py b/tests/test_cache.py
index 6754a350..e06ec2be 100644
--- a/tests/test_cache.py
+++ b/tests/test_cache.py
@@ -6,7 +6,7 @@
 import pytest
 from pandas.testing import assert_frame_equal
 
-from peakina.cache import Cache, CacheEnum, HDFCache, InMemoryCache
+from peakina.cache import Cache, CacheEnum, InMemoryCache, PickleCache
 
 
 @pytest.fixture
@@ -31,12 +31,12 @@ def test_inmemory_cache(df_test):
         c1.get("key")
 
 
-def test_hdf_cache(mocker, tmp_path, df_test):
-    """two hdf caches pointing to the same directory are equivalent"""
+def test_pickle_cache(mocker, tmp_path, df_test):
+    """two pickle caches pointing to the same directory are equivalent"""
     c1 = Cache.get_cache(CacheEnum.HDF, cache_dir=tmp_path)
-    c2 = Cache.get_cache(CacheEnum.HDF, cache_dir=tmp_path)
-    assert isinstance(c1, HDFCache)
-    assert isinstance(c2, HDFCache)
+    c2 = Cache.get_cache(CacheEnum.PICKLE, cache_dir=tmp_path)
+    assert isinstance(c1, PickleCache)
+    assert isinstance(c2, PickleCache)
 
     c1.set("key", df_test)
     assert c1.get_metadata().shape == (1, 3)
@@ -49,7 +49,7 @@ def test_hdf_cache(mocker, tmp_path, df_test):
     with pytest.raises(KeyError):
         c1.get("key")
 
-    mocker.patch.object(df_test, "to_hdf").side_effect = IOError("disk full")
+    mocker.patch.object(df_test, "to_pickle").side_effect = IOError("disk full")
     with pytest.raises(OSError):
         c1.set("key", df_test)
     assert len(c1.get_metadata()) == 0
@@ -84,20 +84,3 @@ def test_cache_expiration(cache, df_test, mocker):
     assert_frame_equal(cache.get("key", expire=timedelta(days=10)), df_test)
     with pytest.raises(KeyError):
         cache.get("key", expire=timedelta(days=8))
-
-
-def test_hdf_store_closed_on_error(df_test, mocker, tmp_path):
-    """it should not crash if HDF is not valid
-
-    i.e. if `read_hdf` raises an AssertionError and doesn't close the HDF store
-    """
-    c1 = Cache.get_cache(CacheEnum.HDF, cache_dir=tmp_path)
-    assert isinstance(c1, HDFCache)
-    c1.set("key", df_test)
-    c1.set_metadata(df_test)
-    # cf. https://github.com/pandas-dev/pandas/issues/28430: an exception might
-    # occur in `read_hdf` leaving the HDF store opened.
-    mocker.patch("pandas.io.pytables.HDFStore.select").side_effect = AssertionError(
-        "gaps in blocks ref_loc"
-    )
-    assert c1.get_metadata().shape == (0, 3)