diff --git a/mempalace/__init__.py b/mempalace/__init__.py
index 212ac33..893a71b 100644
--- a/mempalace/__init__.py
+++ b/mempalace/__init__.py
@@ -4,10 +4,10 @@ import logging
 
 from .version import __version__  # noqa: E402
 
-# ChromaDB 0.6.x ships a Posthog telemetry client whose capture() signature is
-# incompatible with the bundled posthog library, producing noisy stderr warnings
-# on every client operation ("Failed to send telemetry event … capture() takes
-# 1 positional argument but 3 were given").  Silence just that logger.
+# chromadb telemetry: posthog capture() was broken in 0.6.x causing noisy stderr
+# warnings ("capture() takes 1 positional argument but 3 were given"). In 1.x the
+# posthog client is a no-op stub, so this is now harmless — kept as a guard in
+# case future chromadb versions re-introduce real telemetry calls.
 logging.getLogger("chromadb.telemetry.product.posthog").setLevel(logging.CRITICAL)
 
 # NOTE: the previous block set ``ORT_DISABLE_COREML=1`` on macOS arm64 as a
diff --git a/mempalace/migrate.py b/mempalace/migrate.py
index 2eebb61..e6e393d 100644
--- a/mempalace/migrate.py
+++ b/mempalace/migrate.py
@@ -7,8 +7,10 @@ Reads documents and metadata directly from the palace's SQLite database
 then re-imports everything into a fresh palace using the currently installed
 ChromaDB version.
 
-This fixes the 3.0.0 → 3.1.0 upgrade path where chromadb was downgraded
-from 1.5.x to 0.6.x, breaking the on-disk storage format.
+Since mempalace 3.2.0 (chromadb>=1.5.4), chromadb automatically migrates
+0.4.1+ databases on first open — no manual migration needed for upgrades.
+Use this command only when downgrading chromadb (e.g. rolling back to an
+older mempalace release) or if automatic migration fails.
 
 Usage:
     mempalace migrate                          # migrate default palace
diff --git a/pyproject.toml b/pyproject.toml
index e03dbe3..6ae42a8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -21,11 +21,13 @@ classifiers = [
     "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
+    "Programming Language :: Python :: 3.13",
+    "Programming Language :: Python :: 3.14",
     "Topic :: Scientific/Engineering :: Artificial Intelligence",
     "Topic :: Utilities",
 ]
 dependencies = [
-    "chromadb>=0.5.0",
+    "chromadb>=1.5.4,<2",
     "pyyaml>=6.0,<7",
 ]
 
diff --git a/uv.lock b/uv.lock
index f9b6dca..c6b37c5 100644
--- a/uv.lock
+++ b/uv.lock
@@ -65,15 +65,12 @@ wheels = [
 ]
 
 [[package]]
-name = "asgiref"
-version = "3.11.1"
+name = "attrs"
+version = "26.1.0"
 source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "typing-extensions", marker = "python_full_version < '3.11'" },
-]
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+sdist = { url = "https://files.pythonhosted.org/packages/9a/8e/82a0fe20a541c03148528be8cac2408564a6c9a0cc7e9171802bc1d26985/attrs-26.1.0.tar.gz", hash = "sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32", size = 952055, upload-time = "2026-03-19T14:22:25.026Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/64/b4/17d4b0b2a2dc85a6df63d1157e028ed19f90d4cd97c36717afef2bc2f395/attrs-26.1.0-py3-none-any.whl", hash = "sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309", size = 67548, upload-time = "2026-03-19T14:22:23.645Z" },
 ]
 
 [[package]]
@@ -82,15 +79,6 @@ version = "2.6.1"
 source = { registry = "https://pypi.org/simple" }
 sdist = { url = "https://files.pythonhosted.org/packages/96/cb/55fd549def80011b09dbd7bef6ad06ec4453745294bcfe6c63a270070046/autocorrect-2.6.1.tar.gz", hash = "sha256:2bc68192dc645b44bece2613caac338e93548c3dac9c563095b27224c7fd4391", size = 622775, upload-time = "2021-12-04T20:33:56.928Z" }
 
-[[package]]
-name = "backoff"
-version = "2.2.1"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/47/d7/5bbeb12c44d7c4f2fb5b56abce497eb5ed9f34d85701de869acedd602619/backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba", size = 17001, upload-time = "2022-10-05T19:19:32.061Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/df/73/b6e24bd22e6720ca8ee9a85a0c4a2971af8497d8f3193fa05390cbd46e09/backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8", size = 15148, upload-time = "2022-10-05T19:19:30.546Z" },
-]
-
 [[package]]
 name = "bcrypt"
 version = "5.0.0"
@@ -307,51 +295,18 @@ wheels = [
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 ]
 
-[[package]]
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-version = "0.7.6"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
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-    { name = "numpy", version = "2.4.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
-]
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-    { url = "https://files.pythonhosted.org/packages/fd/58/101bfa6bc41bc6cc55fbb5103c75462a7bf882e1704256eb4934df85b6a8/chroma_hnswlib-0.7.6-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:6f007b608c96362b8f0c8b6b2ac94f67f83fcbabd857c378ae82007ec92f4d82", size = 183854, upload-time = "2024-07-22T20:18:27.6Z" },
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-]
-
 [[package]]
 name = "chromadb"
-version = "0.6.3"
+version = "1.5.7"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "bcrypt" },
     { name = "build" },
-    { name = "chroma-hnswlib" },
-    { name = "fastapi", version = "0.128.8", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.10'" },
-    { name = "fastapi", version = "0.135.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" },
     { name = "grpcio" },
     { name = "httpx" },
     { name = "importlib-resources" },
+    { name = "jsonschema", version = "4.25.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.10'" },
+    { name = "jsonschema", version = "4.26.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" },
     { name = "kubernetes" },
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     { name = "mmh3", version = "5.2.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" },
@@ -363,14 +318,14 @@ dependencies = [
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     { name = "opentelemetry-api" },
     { name = "opentelemetry-exporter-otlp-proto-grpc" },
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-    { name = "posthog", version = "7.10.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" },
+    { name = "pybase64" },
     { name = "pydantic" },
+    { name = "pydantic-settings", version = "2.11.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.10'" },
+    { name = "pydantic-settings", version = "2.13.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" },
     { name = "pypika" },
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@@ -384,9 +339,13 @@ dependencies = [
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