diff --git a/poetry.lock b/poetry.lock
index bea8603c..d2b727e7 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -156,6 +156,23 @@ doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-
 test = ["anyio[trio]", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
 trio = ["trio (<0.22)"]
 
+[[package]]
+name = "asgiref"
+version = "3.7.2"
+description = "ASGI specs, helper code, and adapters"
+optional = true
+python-versions = ">=3.7"
+files = [
+    {file = "asgiref-3.7.2-py3-none-any.whl", hash = "sha256:89b2ef2247e3b562a16eef663bc0e2e703ec6468e2fa8a5cd61cd449786d4f6e"},
+    {file = "asgiref-3.7.2.tar.gz", hash = "sha256:9e0ce3aa93a819ba5b45120216b23878cf6e8525eb3848653452b4192b92afed"},
+]
+
+[package.dependencies]
+typing-extensions = {version = ">=4", markers = "python_version < \"3.11\""}
+
+[package.extras]
+tests = ["mypy (>=0.800)", "pytest", "pytest-asyncio"]
+
 [[package]]
 name = "asn1crypto"
 version = "1.5.1"
@@ -196,6 +213,47 @@ docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-
 tests = ["attrs[tests-no-zope]", "zope-interface"]
 tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 
+[[package]]
+name = "backoff"
+version = "2.2.1"
+description = "Function decoration for backoff and retry"
+optional = true
+python-versions = ">=3.7,<4.0"
+files = [
+    {file = "backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8"},
+    {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
+]
+
+[[package]]
+name = "bcrypt"
+version = "4.1.1"
+description = "Modern password hashing for your software and your servers"
+optional = true
+python-versions = ">=3.7"
+files = [
+    {file = "bcrypt-4.1.1-cp37-abi3-macosx_10_12_universal2.whl", hash = "sha256:196008d91201bbb1aa4e666fee5e610face25d532e433a560cabb33bfdff958b"},
+    {file = "bcrypt-4.1.1-cp37-abi3-macosx_13_0_universal2.whl", hash = "sha256:2e197534c884336f9020c1f3a8efbaab0aa96fc798068cb2da9c671818b7fbb0"},
+    {file = "bcrypt-4.1.1-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d573885b637815a7f3a3cd5f87724d7d0822da64b0ab0aa7f7c78bae534e86dc"},
+    {file = "bcrypt-4.1.1-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bab33473f973e8058d1b2df8d6e095d237c49fbf7a02b527541a86a5d1dc4444"},
+    {file = "bcrypt-4.1.1-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:fb931cd004a7ad36a89789caf18a54c20287ec1cd62161265344b9c4554fdb2e"},
+    {file = "bcrypt-4.1.1-cp37-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:12f40f78dcba4aa7d1354d35acf45fae9488862a4fb695c7eeda5ace6aae273f"},
+    {file = "bcrypt-4.1.1-cp37-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:2ade10e8613a3b8446214846d3ddbd56cfe9205a7d64742f0b75458c868f7492"},
+    {file = "bcrypt-4.1.1-cp37-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:f33b385c3e80b5a26b3a5e148e6165f873c1c202423570fdf45fe34e00e5f3e5"},
+    {file = "bcrypt-4.1.1-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:755b9d27abcab678e0b8fb4d0abdebeea1f68dd1183b3f518bad8d31fa77d8be"},
+    {file = "bcrypt-4.1.1-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:a7a7b8a87e51e5e8ca85b9fdaf3a5dc7aaf123365a09be7a27883d54b9a0c403"},
+    {file = "bcrypt-4.1.1-cp37-abi3-win32.whl", hash = "sha256:3d6c4e0d6963c52f8142cdea428e875042e7ce8c84812d8e5507bd1e42534e07"},
+    {file = "bcrypt-4.1.1-cp37-abi3-win_amd64.whl", hash = "sha256:14d41933510717f98aac63378b7956bbe548986e435df173c841d7f2bd0b2de7"},
+    {file = "bcrypt-4.1.1-pp310-pypy310_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:24c2ebd287b5b11016f31d506ca1052d068c3f9dc817160628504690376ff050"},
+    {file = "bcrypt-4.1.1-pp310-pypy310_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:476aa8e8aca554260159d4c7a97d6be529c8e177dbc1d443cb6b471e24e82c74"},
+    {file = "bcrypt-4.1.1-pp39-pypy39_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:12611c4b0a8b1c461646228344784a1089bc0c49975680a2f54f516e71e9b79e"},
+    {file = "bcrypt-4.1.1-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:c6450538a0fc32fb7ce4c6d511448c54c4ff7640b2ed81badf9898dcb9e5b737"},
+    {file = "bcrypt-4.1.1.tar.gz", hash = "sha256:df37f5418d4f1cdcff845f60e747a015389fa4e63703c918330865e06ad80007"},
+]
+
+[package.extras]
+tests = ["pytest (>=3.2.1,!=3.3.0)"]
+typecheck = ["mypy"]
+
 [[package]]
 name = "beautifulsoup4"
 version = "4.12.2"
@@ -389,15 +447,81 @@ files = [
 ]
 
 [[package]]
-name = "chroma"
-version = "0.2.0"
-description = "Color handling made simple."
+name = "chroma-hnswlib"
+version = "0.7.3"
+description = "Chromas fork of hnswlib"
 optional = true
 python-versions = "*"
 files = [
-    {file = "Chroma-0.2.0.tar.gz", hash = "sha256:e265bcd503e2b35c4448b83257467166c252ecf3ab610492432780691cdfb286"},
+    {file = "chroma-hnswlib-0.7.3.tar.gz", hash = "sha256:b6137bedde49fffda6af93b0297fe00429fc61e5a072b1ed9377f909ed95a932"},
+    {file = "chroma_hnswlib-0.7.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:59d6a7c6f863c67aeb23e79a64001d537060b6995c3eca9a06e349ff7b0998ca"},
+    {file = "chroma_hnswlib-0.7.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d71a3f4f232f537b6152947006bd32bc1629a8686df22fd97777b70f416c127a"},
+    {file = "chroma_hnswlib-0.7.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1c92dc1ebe062188e53970ba13f6b07e0ae32e64c9770eb7f7ffa83f149d4210"},
+    {file = "chroma_hnswlib-0.7.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:49da700a6656fed8753f68d44b8cc8ae46efc99fc8a22a6d970dc1697f49b403"},
+    {file = "chroma_hnswlib-0.7.3-cp310-cp310-win_amd64.whl", hash = "sha256:108bc4c293d819b56476d8f7865803cb03afd6ca128a2a04d678fffc139af029"},
+    {file = "chroma_hnswlib-0.7.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:11e7ca93fb8192214ac2b9c0943641ac0daf8f9d4591bb7b73be808a83835667"},
+    {file = "chroma_hnswlib-0.7.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:6f552e4d23edc06cdeb553cdc757d2fe190cdeb10d43093d6a3319f8d4bf1c6b"},
+    {file = "chroma_hnswlib-0.7.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f96f4d5699e486eb1fb95849fe35ab79ab0901265805be7e60f4eaa83ce263ec"},
+    {file = "chroma_hnswlib-0.7.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:368e57fe9ebae05ee5844840fa588028a023d1182b0cfdb1d13f607c9ea05756"},
+    {file = "chroma_hnswlib-0.7.3-cp311-cp311-win_amd64.whl", hash = "sha256:b7dca27b8896b494456db0fd705b689ac6b73af78e186eb6a42fea2de4f71c6f"},
+    {file = "chroma_hnswlib-0.7.3-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:70f897dc6218afa1d99f43a9ad5eb82f392df31f57ff514ccf4eeadecd62f544"},
+    {file = "chroma_hnswlib-0.7.3-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5aef10b4952708f5a1381c124a29aead0c356f8d7d6e0b520b778aaa62a356f4"},
+    {file = "chroma_hnswlib-0.7.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7ee2d8d1529fca3898d512079144ec3e28a81d9c17e15e0ea4665697a7923253"},
+    {file = "chroma_hnswlib-0.7.3-cp37-cp37m-win_amd64.whl", hash = "sha256:a4021a70e898783cd6f26e00008b494c6249a7babe8774e90ce4766dd288c8ba"},
+    {file = "chroma_hnswlib-0.7.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:a8f61fa1d417fda848e3ba06c07671f14806a2585272b175ba47501b066fe6b1"},
+    {file = "chroma_hnswlib-0.7.3-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:d7563be58bc98e8f0866907368e22ae218d6060601b79c42f59af4eccbbd2e0a"},
+    {file = "chroma_hnswlib-0.7.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:51b8d411486ee70d7b66ec08cc8b9b6620116b650df9c19076d2d8b6ce2ae914"},
+    {file = "chroma_hnswlib-0.7.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9d706782b628e4f43f1b8a81e9120ac486837fbd9bcb8ced70fe0d9b95c72d77"},
+    {file = "chroma_hnswlib-0.7.3-cp38-cp38-win_amd64.whl", hash = "sha256:54f053dedc0e3ba657f05fec6e73dd541bc5db5b09aa8bc146466ffb734bdc86"},
+    {file = "chroma_hnswlib-0.7.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:e607c5a71c610a73167a517062d302c0827ccdd6e259af6e4869a5c1306ffb5d"},
+    {file = "chroma_hnswlib-0.7.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:c2358a795870156af6761890f9eb5ca8cade57eb10c5f046fe94dae1faa04b9e"},
+    {file = "chroma_hnswlib-0.7.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7cea425df2e6b8a5e201fff0d922a1cc1d165b3cfe762b1408075723c8892218"},
+    {file = "chroma_hnswlib-0.7.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:454df3dd3e97aa784fba7cf888ad191e0087eef0fd8c70daf28b753b3b591170"},
+    {file = "chroma_hnswlib-0.7.3-cp39-cp39-win_amd64.whl", hash = "sha256:df587d15007ca701c6de0ee7d5585dd5e976b7edd2b30ac72bc376b3c3f85882"},
 ]
 
+[package.dependencies]
+numpy = "*"
+
+[[package]]
+name = "chromadb"
+version = "0.4.18"
+description = "Chroma."
+optional = true
+python-versions = ">=3.8"
+files = [
+    {file = "chromadb-0.4.18-py3-none-any.whl", hash = "sha256:6de20f8c1dc880bef1d49c10d9f998ddb9d7e39b6c1e757d8b58e37b535ad625"},
+    {file = "chromadb-0.4.18.tar.gz", hash = "sha256:42f1e8f3f48884abfb43fbbb132940d0b78c0f633baf888d2525c970678b886c"},
+]
+
+[package.dependencies]
+bcrypt = ">=4.0.1"
+chroma-hnswlib = "0.7.3"
+fastapi = ">=0.95.2"
+grpcio = ">=1.58.0"
+importlib-resources = "*"
+kubernetes = ">=28.1.0"
+mmh3 = ">=4.0.1"
+numpy = {version = ">=1.22.5", markers = "python_version >= \"3.8\""}
+onnxruntime = ">=1.14.1"
+opentelemetry-api = ">=1.2.0"
+opentelemetry-exporter-otlp-proto-grpc = ">=1.2.0"
+opentelemetry-instrumentation-fastapi = ">=0.41b0"
+opentelemetry-sdk = ">=1.2.0"
+overrides = ">=7.3.1"
+posthog = ">=2.4.0"
+pulsar-client = ">=3.1.0"
+pydantic = ">=1.9"
+pypika = ">=0.48.9"
+PyYAML = ">=6.0.0"
+requests = ">=2.28"
+tenacity = ">=8.2.3"
+tokenizers = ">=0.13.2"
+tqdm = ">=4.65.0"
+typer = ">=0.9.0"
+typing-extensions = ">=4.5.0"
+uvicorn = {version = ">=0.18.3", extras = ["standard"]}
+
 [[package]]
 name = "click"
 version = "8.1.7"
@@ -423,6 +547,23 @@ files = [
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
 
+[[package]]
+name = "coloredlogs"
+version = "15.0.1"
+description = "Colored terminal output for Python's logging module"
+optional = true
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+files = [
+    {file = "coloredlogs-15.0.1-py2.py3-none-any.whl", hash = "sha256:612ee75c546f53e92e70049c9dbfcc18c935a2b9a53b66085ce9ef6a6e5c0934"},
+    {file = "coloredlogs-15.0.1.tar.gz", hash = "sha256:7c991aa71a4577af2f82600d8f8f3a89f936baeaf9b50a9c197da014e5bf16b0"},
+]
+
+[package.dependencies]
+humanfriendly = ">=9.1"
+
+[package.extras]
+cron = ["capturer (>=2.4)"]
+
 [[package]]
 name = "dataclasses-json"
 version = "0.6.3"
@@ -594,6 +735,26 @@ files = [
 [package.extras]
 test = ["pytest (>=6)"]
 
+[[package]]
+name = "fastapi"
+version = "0.104.1"
+description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
+optional = true
+python-versions = ">=3.8"
+files = [
+    {file = "fastapi-0.104.1-py3-none-any.whl", hash = "sha256:752dc31160cdbd0436bb93bad51560b57e525cbb1d4bbf6f4904ceee75548241"},
+    {file = "fastapi-0.104.1.tar.gz", hash = "sha256:e5e4540a7c5e1dcfbbcf5b903c234feddcdcd881f191977a1c5dfd917487e7ae"},
+]
+
+[package.dependencies]
+anyio = ">=3.7.1,<4.0.0"
+pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.1.0 || >2.1.0,<3.0.0"
+starlette = ">=0.27.0,<0.28.0"
+typing-extensions = ">=4.8.0"
+
+[package.extras]
+all = ["email-validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=2.11.2)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.5)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
+
 [[package]]
 name = "filelock"
 version = "3.13.1"
@@ -610,6 +771,17 @@ docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1
 testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)"]
 typing = ["typing-extensions (>=4.8)"]
 
+[[package]]
+name = "flatbuffers"
+version = "23.5.26"
+description = "The FlatBuffers serialization format for Python"
+optional = true
+python-versions = "*"
+files = [
+    {file = "flatbuffers-23.5.26-py2.py3-none-any.whl", hash = "sha256:c0ff356da363087b915fde4b8b45bdda73432fc17cddb3c8157472eab1422ad1"},
+    {file = "flatbuffers-23.5.26.tar.gz", hash = "sha256:9ea1144cac05ce5d86e2859f431c6cd5e66cd9c78c558317c7955fb8d4c78d89"},
+]
+
 [[package]]
 name = "frozenlist"
 version = "1.4.0"
@@ -719,6 +891,46 @@ smb = ["smbprotocol"]
 ssh = ["paramiko"]
 tqdm = ["tqdm"]
 
+[[package]]
+name = "google-auth"
+version = "2.25.1"
+description = "Google Authentication Library"
+optional = true
+python-versions = ">=3.7"
+files = [
+    {file = "google-auth-2.25.1.tar.gz", hash = "sha256:d5d66b8f4f6e3273740d7bb73ddefa6c2d1ff691704bd407d51c6b5800e7c97b"},
+    {file = "google_auth-2.25.1-py2.py3-none-any.whl", hash = "sha256:dfd7b44935d498e106c08883b2dac0ad36d8aa10402a6412e9a1c9d74b4773f1"},
+]
+
+[package.dependencies]
+cachetools = ">=2.0.0,<6.0"
+pyasn1-modules = ">=0.2.1"
+rsa = ">=3.1.4,<5"
+
+[package.extras]
+aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"]
+enterprise-cert = ["cryptography (==36.0.2)", "pyopenssl (==22.0.0)"]
+pyopenssl = ["cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
+reauth = ["pyu2f (>=0.1.5)"]
+requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
+
+[[package]]
+name = "googleapis-common-protos"
+version = "1.61.0"
+description = "Common protobufs used in Google APIs"
+optional = true
+python-versions = ">=3.7"
+files = [
+    {file = "googleapis-common-protos-1.61.0.tar.gz", hash = "sha256:8a64866a97f6304a7179873a465d6eee97b7a24ec6cfd78e0f575e96b821240b"},
+    {file = "googleapis_common_protos-1.61.0-py2.py3-none-any.whl", hash = "sha256:22f1915393bb3245343f6efe87f6fe868532efc12aa26b391b15132e1279f1c0"},
+]
+
+[package.dependencies]
+protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0.dev0"
+
+[package.extras]
+grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
+
 [[package]]
 name = "greenlet"
 version = "3.0.1"
@@ -789,6 +1001,72 @@ files = [
 docs = ["Sphinx"]
 test = ["objgraph", "psutil"]
 
+[[package]]
+name = "grpcio"
+version = "1.59.3"
+description = "HTTP/2-based RPC framework"
+optional = true
+python-versions = ">=3.7"
+files = [
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 [[package]]
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 version = "0.14.0"
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 socks = ["socksio (==1.*)"]
 trio = ["trio (>=0.22.0,<0.23.0)"]
 
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+
 [[package]]
 name = "httpx"
 version = "0.25.2"
@@ -878,6 +1204,20 @@ testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "gradio", "jed
 torch = ["torch"]
 typing = ["pydantic (<2.0)", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"]
 
+[[package]]
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+version = "10.0"
+description = "Human friendly output for text interfaces using Python"
+optional = true
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
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+
+[package.dependencies]
+pyreadline3 = {version = "*", markers = "sys_platform == \"win32\" and python_version >= \"3.8\""}
+
 [[package]]
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 version = "2.5.32"
@@ -903,6 +1243,43 @@ files = [
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+[[package]]
+name = "importlib-metadata"
+version = "6.11.0"
+description = "Read metadata from Python packages"
+optional = true
+python-versions = ">=3.8"
+files = [
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+
+[package.extras]
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+perf = ["ipython"]
+testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
+
+[[package]]
+name = "importlib-resources"
+version = "6.1.1"
+description = "Read resources from Python packages"
+optional = true
+python-versions = ">=3.8"
+files = [
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+[package.dependencies]
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+
+[package.extras]
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+
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
@@ -942,6 +1319,32 @@ files = [
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 ]
 
+[[package]]
+name = "kubernetes"
+version = "28.1.0"
+description = "Kubernetes python client"
+optional = true
+python-versions = ">=3.6"
+files = [
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+]
+
+[package.dependencies]
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+google-auth = ">=1.0.1"
+oauthlib = ">=3.2.2"
+python-dateutil = ">=2.5.3"
+pyyaml = ">=5.4.1"
+requests = "*"
+requests-oauthlib = "*"
+six = ">=1.9.0"
+urllib3 = ">=1.24.2,<2.0"
+websocket-client = ">=0.32.0,<0.40.0 || >0.40.0,<0.41.dev0 || >=0.43.dev0"
+
+[package.extras]
+adal = ["adal (>=1.0.2)"]
+
 [[package]]
 name = "lancedb"
 version = "0.3.4"
@@ -1137,6 +1540,93 @@ files = [
     {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
 ]
 
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+description = "Python extension for MurmurHash (MurmurHash3), a set of fast and robust hash functions."
+optional = true
+python-versions = "*"
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+
+[[package]]
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+version = "1.6"
+description = "An implementation of time.monotonic() for Python 2 & < 3.3"
+optional = true
+python-versions = "*"
+files = [
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+
 [[package]]
 name = "mpmath"
 version = "1.3.0"
@@ -1530,6 +2020,63 @@ files = [
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+[[package]]
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+optional = true
+python-versions = ">=3.6"
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 version = "1.3.7"
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 [package.extras]
 datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
 
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+
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+
+[[package]]
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+optional = true
+python-versions = ">=3.7"
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+
 [[package]]
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 version = "7.4.0"
@@ -1711,6 +2424,29 @@ files = [
 dev = ["pre-commit", "tox"]
 testing = ["pytest", "pytest-benchmark"]
 
+[[package]]
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+version = "3.1.0"
+description = "Integrate PostHog into any python application."
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+python-versions = "*"
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+
+[package.extras]
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+sentry = ["django", "sentry-sdk"]
+test = ["coverage", "flake8", "freezegun (==0.3.15)", "mock (>=2.0.0)", "pylint", "pytest", "pytest-timeout"]
+
 [[package]]
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 version = "3.5.0"
@@ -1760,6 +2496,26 @@ files = [
 [package.dependencies]
 wcwidth = "*"
 
+[[package]]
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 [[package]]
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 version = "3.1.14"
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+python-versions = "*"
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+
+[package.extras]
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+functions = ["apache-bookkeeper-client (>=4.16.1)", "grpcio (>=1.8.2)", "prometheus-client", "protobuf (>=3.6.1,<=3.20.3)", "ratelimit"]
+
 [[package]]
 name = "py"
 version = "1.11.0"
@@ -2008,6 +2811,31 @@ files = [
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+version = "0.5.1"
+description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
+optional = true
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+files = [
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+
+[[package]]
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+optional = true
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+files = [
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+
+[package.dependencies]
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+
 [[package]]
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 version = "2.5.2"
@@ -2203,6 +3031,27 @@ docs = ["myst_parser", "sphinx", "sphinx_rtd_theme"]
 full = ["Pillow (>=8.0.0)", "PyCryptodome", "cryptography"]
 image = ["Pillow (>=8.0.0)"]
 
+[[package]]
+name = "pypika"
+version = "0.48.9"
+description = "A SQL query builder API for Python"
+optional = true
+python-versions = "*"
+files = [
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+optional = true
+python-versions = "*"
+files = [
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+]
+
 [[package]]
 name = "pytest"
 version = "7.4.3"
@@ -2271,6 +3120,20 @@ files = [
 [package.dependencies]
 six = ">=1.5"
 
+[[package]]
+name = "python-dotenv"
+version = "1.0.0"
+description = "Read key-value pairs from a .env file and set them as environment variables"
+optional = true
+python-versions = ">=3.8"
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+]
+
+[package.extras]
+cli = ["click (>=5.0)"]
+
 [[package]]
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 version = "2023.3.post1"
@@ -2487,6 +3350,24 @@ urllib3 = ">=1.21.1,<3"
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
+[[package]]
+name = "requests-oauthlib"
+version = "1.3.1"
+description = "OAuthlib authentication support for Requests."
+optional = true
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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+requests = ">=2.0.0"
+
+[package.extras]
+rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
+
 [[package]]
 name = "retry"
 version = "0.9.2"
@@ -2520,6 +3401,20 @@ pygments = ">=2.13.0,<3.0.0"
 [package.extras]
 jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
+[[package]]
+name = "rsa"
+version = "4.9"
+description = "Pure-Python RSA implementation"
+optional = true
+python-versions = ">=3.6,<4"
+files = [
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+
+[package.dependencies]
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+
 [[package]]
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 version = "0.4.1"
@@ -2811,6 +3706,24 @@ postgresql-psycopgbinary = ["psycopg[binary] (>=3.0.7)"]
 pymysql = ["pymysql"]
 sqlcipher = ["sqlcipher3-binary"]
 
+[[package]]
+name = "starlette"
+version = "0.27.0"
+description = "The little ASGI library that shines."
+optional = true
+python-versions = ">=3.7"
+files = [
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+
+[package.extras]
+full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart", "pyyaml"]
+
 [[package]]
 name = "sympy"
 version = "1.12"
@@ -3247,19 +4160,89 @@ files = [
 
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+version = "1.26.18"
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+
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 [[package]]
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+
+[package.dependencies]
+anyio = ">=3.0.0"
+
 [[package]]
 name = "wcwidth"
 version = "0.2.12"
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     {file = "wcwidth-0.2.12.tar.gz", hash = "sha256:f01c104efdf57971bcb756f054dd58ddec5204dd15fa31d6503ea57947d97c02"},
 ]
 
+[[package]]
+name = "websocket-client"
+version = "1.7.0"
+description = "WebSocket client for Python with low level API options"
+optional = true
+python-versions = ">=3.8"
+files = [
+    {file = "websocket-client-1.7.0.tar.gz", hash = "sha256:10e511ea3a8c744631d3bd77e61eb17ed09304c413ad42cf6ddfa4c7787e8fe6"},
+    {file = "websocket_client-1.7.0-py3-none-any.whl", hash = "sha256:f4c3d22fec12a2461427a29957ff07d35098ee2d976d3ba244e688b8b4057588"},
+]
+
+[package.extras]
+docs = ["Sphinx (>=6.0)", "sphinx-rtd-theme (>=1.1.0)"]
+optional = ["python-socks", "wsaccel"]
+test = ["websockets"]
+
 [[package]]
 name = "websockets"
 version = "12.0"
@@ -3672,8 +4758,23 @@ files = [
 idna = ">=2.0"
 multidict = ">=4.0"
 
+[[package]]
+name = "zipp"
+version = "3.17.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = true
+python-versions = ">=3.8"
+files = [
+    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
+    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
+]
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+
 [extras]
-chroma = ["chroma"]
+chroma = ["chromadb"]
 dev = ["black", "datasets", "pre-commit", "pytest"]
 lancedb = ["lancedb"]
 local = ["huggingface-hub", "torch", "transformers"]
@@ -3682,4 +4783,4 @@ postgres = ["pg8000", "pgvector", "psycopg", "psycopg-binary", "psycopg2-binary"
 [metadata]
 lock-version = "2.0"
 python-versions = "<3.12,>=3.9"
-content-hash = "39dc4a9aee8fb019c1d3eeab1e3091ae6f39d3ae670f34bcd63e50c14abc351e"
+content-hash = "116de4dd474a05ec89ca9d4f03c1a1d7e3e01e6e870e44c05b1a9dafe9575456"
diff --git a/pyproject.toml b/pyproject.toml
index cbee3e49..918d80be 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -42,7 +42,6 @@ torch = {version = ">=2.0.0, !=2.0.1, !=2.1.0", optional = true}
 websockets = "^12.0"
 docstring-parser = "^0.15"
 lancedb = {version = "^0.3.3", optional = true}
-chroma = {version = "^0.2.0", optional = true}
 httpx = "^0.25.2"
 numpy = "^1.26.2"
 demjson3 = "^3.0.6"
@@ -50,12 +49,13 @@ tiktoken = "^0.5.1"
 python-box = "^7.1.1"
 pypdf = "^3.17.1"
 pyyaml = "^6.0.1"
+chromadb = {version = "^0.4.18", optional = true}
 
 [tool.poetry.extras]
 local = ["torch", "huggingface-hub", "transformers"]
 lancedb = ["lancedb"]
 postgres = ["pgvector", "psycopg", "psycopg-binary", "psycopg2-binary", "pg8000"]
-chroma = ["chroma"]
+chroma = ["chromadb"]
 dev = ["pytest", "black", "pre-commit", "datasets"]
 
 [build-system]