diff --git a/fern/docs/pages/api-reference/api-reference.mdx b/fern/docs/pages/api-reference/api-reference.mdx
index b0d5c88fc..ab24c0069 100644
--- a/fern/docs/pages/api-reference/api-reference.mdx
+++ b/fern/docs/pages/api-reference/api-reference.mdx
@@ -1 +1,14 @@
 # API Reference
+
+The API is divided in two logical blocks:
+
+1. High-level API, abstracting all the complexity of a RAG (Retrieval Augmented Generation) pipeline implementation:
+    - Ingestion of documents: internally managing document parsing, splitting, metadata extraction,
+      embedding generation and storage.
+    - Chat & Completions using context from ingested documents: abstracting the retrieval of context, the prompt
+      engineering and the response generation.
+
+2. Low-level API, allowing advanced users to implement their own complex pipelines:
+    - Embeddings generation: based on a piece of text.
+    - Contextual chunks retrieval: given a query, returns the most relevant chunks of text from the ingested
+      documents.
\ No newline at end of file
diff --git a/fern/docs/pages/overview/welcome.mdx b/fern/docs/pages/overview/welcome.mdx
index a016a8b32..8507e33bd 100644
--- a/fern/docs/pages/overview/welcome.mdx
+++ b/fern/docs/pages/overview/welcome.mdx
@@ -32,21 +32,6 @@ The installation guide will help you in the [Installation section](/installation
   />
 </Cards>
 
-## API Organization 
-
-The API is divided in two logical blocks:
-
-1. High-level API, abstracting all the complexity of a RAG (Retrieval Augmented Generation) pipeline implementation:
-    - Ingestion of documents: internally managing document parsing, splitting, metadata extraction,
-      embedding generation and storage.
-    - Chat & Completions using context from ingested documents: abstracting the retrieval of context, the prompt
-      engineering and the response generation.
-
-2. Low-level API, allowing advanced users to implement their own complex pipelines:
-    - Embeddings generation: based on a piece of text.
-    - Contextual chunks retrieval: given a query, returns the most relevant chunks of text from the ingested
-      documents.
-
 <Callout intent = "info">
 A working **Gradio UI client** is provided to test the API, together with a set of useful tools such as bulk
 model download script, ingestion script, documents folder watch, etc.
diff --git a/poetry.lock b/poetry.lock
index 78a4bbdeb..8466ddbf0 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,13 +2,13 @@
 
 [[package]]
 name = "accelerate"
-version = "0.24.1"
+version = "0.25.0"
 description = "Accelerate"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "accelerate-0.24.1-py3-none-any.whl", hash = "sha256:866dec394da60e8da964be212379d8cf6cc0d0e5e28a7c0d7e09507715d21c61"},
-    {file = "accelerate-0.24.1.tar.gz", hash = "sha256:85ab2aeb4d06194b75113339f81b7d650523414a82c9e91b2912a655f53dfa8e"},
+    {file = "accelerate-0.25.0-py3-none-any.whl", hash = "sha256:c7bb817eb974bba0ff3ea1ba0f24d55afb86d50e3d4fe98d6922dc69cf2ccff1"},
+    {file = "accelerate-0.25.0.tar.gz", hash = "sha256:ecf55b0ab278a1dac8539dde0d276977aff04683f07ede73eaf02478538576a1"},
 ]
 
 [package.dependencies]
@@ -17,6 +17,7 @@ numpy = ">=1.17"
 packaging = ">=20.0"
 psutil = "*"
 pyyaml = "*"
+safetensors = ">=0.3.1"
 torch = ">=1.10.0"
 
 [package.extras]
@@ -26,7 +27,7 @@ rich = ["rich"]
 sagemaker = ["sagemaker"]
 test-dev = ["bitsandbytes", "datasets", "deepspeed", "evaluate", "scikit-learn", "scipy", "timm", "tqdm", "transformers"]
 test-prod = ["parameterized", "pytest", "pytest-subtests", "pytest-xdist"]
-test-trackers = ["comet-ml", "tensorboard", "wandb"]
+test-trackers = ["comet-ml", "dvclive", "tensorboard", "wandb"]
 testing = ["bitsandbytes", "datasets", "deepspeed", "evaluate", "parameterized", "pytest", "pytest-subtests", "pytest-xdist", "scikit-learn", "scipy", "timm", "tqdm", "transformers"]
 
 [[package]]
@@ -42,87 +43,87 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.9.0"
+version = "3.9.1"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -165,13 +166,13 @@ typing-extensions = "*"
 
 [[package]]
 name = "altair"
-version = "5.1.2"
+version = "5.2.0"
 description = "Vega-Altair: A declarative statistical visualization library for Python."
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "altair-5.2.0.tar.gz", hash = "sha256:2ad7f0c8010ebbc46319cc30febfb8e59ccf84969a201541c207bc3a4fa6cf81"},
 ]
 
 [package.dependencies]
@@ -183,8 +184,8 @@ pandas = ">=0.25"
 toolz = "*"
 
 [package.extras]
-dev = ["anywidget", "black (<24)", "hatch", "ipython", "m2r", "mypy", "pandas-stubs", "pyarrow (>=11)", "pytest", "pytest-cov", "ruff", "types-jsonschema", "types-setuptools", "vega-datasets", "vegafusion[embed] (>=1.4.0)", "vl-convert-python (>=0.14.0)"]
-doc = ["docutils", "geopandas", "jinja2", "myst-parser", "numpydoc", "pillow (>=9,<10)", "pydata-sphinx-theme", "scipy", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinxext-altair"]
+dev = ["anywidget", "geopandas", "hatch", "ipython", "m2r", "mypy", "pandas-stubs", "pyarrow (>=11)", "pytest", "pytest-cov", "ruff (>=0.1.3)", "types-jsonschema", "types-setuptools", "vega-datasets", "vegafusion[embed] (>=1.4.0)", "vl-convert-python (>=1.1.0)"]
+doc = ["docutils", "jinja2", "myst-parser", "numpydoc", "pillow (>=9,<10)", "pydata-sphinx-theme (>=0.14.1)", "scipy", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinxext-altair"]
 
 [[package]]
 name = "annotated-types"
@@ -217,6 +218,20 @@ 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 = [
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+]
+
+[package.extras]
+tests = ["mypy (>=0.800)", "pytest", "pytest-asyncio"]
+
 [[package]]
 name = "attrs"
 version = "23.1.0"
@@ -248,32 +263,38 @@ files = [
 
 [[package]]
 name = "bcrypt"
-version = "4.0.1"
+version = "4.1.2"
 description = "Modern password hashing for your software and your servers"
 optional = true
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
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-    {file = "bcrypt-4.0.1-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_24_aarch64.whl", hash = "sha256:08d2947c490093a11416df18043c27abe3921558d2c03e2076ccb28a116cb6d0"},
-    {file = "bcrypt-4.0.1-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0eaa47d4661c326bfc9d08d16debbc4edf78778e6aaba29c1bc7ce67214d4410"},
-    {file = "bcrypt-4.0.1-cp36-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ae88eca3024bb34bb3430f964beab71226e761f51b912de5133470b649d82344"},
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-    {file = "bcrypt-4.0.1-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bf4fa8b2ca74381bb5442c089350f09a3f17797829d958fad058d6e44d9eb83c"},
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-    {file = "bcrypt-4.0.1-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cbb03eec97496166b704ed663a53680ab57c5084b2fc98ef23291987b525cb7d"},
-    {file = "bcrypt-4.0.1-pp38-pypy38_pp73-manylinux_2_24_x86_64.whl", hash = "sha256:5ad4d32a28b80c5fa6671ccfb43676e8c1cc232887759d1cd7b6f56ea4355215"},
-    {file = "bcrypt-4.0.1-pp38-pypy38_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:b57adba8a1444faf784394de3436233728a1ecaeb6e07e8c22c8848f179b893c"},
-    {file = "bcrypt-4.0.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:705b2cea8a9ed3d55b4491887ceadb0106acf7c6387699fca771af56b1cdeeda"},
-    {file = "bcrypt-4.0.1-pp39-pypy39_pp73-manylinux_2_24_x86_64.whl", hash = "sha256:2b3ac11cf45161628f1f3733263e63194f22664bf4d0c0f3ab34099c02134665"},
-    {file = "bcrypt-4.0.1-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:3100851841186c25f127731b9fa11909ab7b1df6fc4b9f8353f4f1fd952fbf71"},
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+    {file = "bcrypt-4.1.2-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:eb3bd3321517916696233b5e0c67fd7d6281f0ef48e66812db35fc963a422a1c"},
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+    {file = "bcrypt-4.1.2-cp37-abi3-win_amd64.whl", hash = "sha256:9800ae5bd5077b13725e2e3934aa3c9c37e49d3ea3d06318010aa40f54c63551"},
+    {file = "bcrypt-4.1.2-cp39-abi3-macosx_10_12_universal2.whl", hash = "sha256:71b8be82bc46cedd61a9f4ccb6c1a493211d031415a34adde3669ee1b0afbb63"},
+    {file = "bcrypt-4.1.2-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:68e3c6642077b0c8092580c819c1684161262b2e30c4f45deb000c38947bf483"},
+    {file = "bcrypt-4.1.2-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:387e7e1af9a4dd636b9505a465032f2f5cb8e61ba1120e79a0e1cd0b512f3dfc"},
+    {file = "bcrypt-4.1.2-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:f70d9c61f9c4ca7d57f3bfe88a5ccf62546ffbadf3681bb1e268d9d2e41c91a7"},
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+    {file = "bcrypt-4.1.2-cp39-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:ba55e40de38a24e2d78d34c2d36d6e864f93e0d79d0b6ce915e4335aa81d01b1"},
+    {file = "bcrypt-4.1.2-cp39-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:3566a88234e8de2ccae31968127b0ecccbb4cddb629da744165db72b58d88ca4"},
+    {file = "bcrypt-4.1.2-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:b90e216dc36864ae7132cb151ffe95155a37a14e0de3a8f64b49655dd959ff9c"},
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+    {file = "bcrypt-4.1.2-cp39-abi3-win32.whl", hash = "sha256:02d9ef8915f72dd6daaef40e0baeef8a017ce624369f09754baf32bb32dba25f"},
+    {file = "bcrypt-4.1.2-cp39-abi3-win_amd64.whl", hash = "sha256:be3ab1071662f6065899fe08428e45c16aa36e28bc42921c4901a191fda6ee42"},
+    {file = "bcrypt-4.1.2-pp310-pypy310_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:d75fc8cd0ba23f97bae88a6ec04e9e5351ff3c6ad06f38fe32ba50cbd0d11946"},
+    {file = "bcrypt-4.1.2-pp310-pypy310_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:a97e07e83e3262599434816f631cc4c7ca2aa8e9c072c1b1a7fec2ae809a1d2d"},
+    {file = "bcrypt-4.1.2-pp39-pypy39_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:e51c42750b7585cee7892c2614be0d14107fad9581d1738d954a262556dd1aab"},
+    {file = "bcrypt-4.1.2-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:ba4e4cc26610581a6329b3937e02d319f5ad4b85b074846bf4fef8a8cf51e7bb"},
+    {file = "bcrypt-4.1.2.tar.gz", hash = "sha256:33313a1200a3ae90b75587ceac502b048b840fc69e7f7a0905b5f87fac7a1258"},
 ]
 
 [package.extras]
@@ -333,32 +354,32 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "boto3"
-version = "1.29.3"
+version = "1.34.2"
 description = "The AWS SDK for Python"
 optional = false
-python-versions = ">= 3.7"
+python-versions = ">= 3.8"
 files = [
-    {file = "boto3-1.29.3-py3-none-any.whl", hash = "sha256:85123ba6ccef12f8230bcd85bf730d3c4218e08e3cc4baaa0b3eae094703e77d"},
-    {file = "boto3-1.29.3.tar.gz", hash = "sha256:d038b19cbe29d488133351ee6eb36ee11a0934df8bcbc0892bbeb2c544a327a4"},
+    {file = "boto3-1.34.2-py3-none-any.whl", hash = "sha256:aad3f305fe3cd4f2bba545c9580cd460c366af56a8aabb6094528dd32317f8d2"},
+    {file = "boto3-1.34.2.tar.gz", hash = "sha256:970fd9f9f522eb48f3cd5574e927b369279ebf5bcf0f2fae5ed9cc6306e58558"},
 ]
 
 [package.dependencies]
-botocore = ">=1.32.3,<1.33.0"
+botocore = ">=1.34.2,<1.35.0"
 jmespath = ">=0.7.1,<2.0.0"
-s3transfer = ">=0.7.0,<0.8.0"
+s3transfer = ">=0.9.0,<0.10.0"
 
 [package.extras]
 crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.32.3"
+version = "1.34.2"
 description = "Low-level, data-driven core of boto 3."
 optional = false
-python-versions = ">= 3.7"
+python-versions = ">= 3.8"
 files = [
-    {file = "botocore-1.32.3-py3-none-any.whl", hash = "sha256:115adb7edf61ad7083fd582ac749b761fa707758bbca94d42e4e6e92940b5d38"},
-    {file = "botocore-1.32.3.tar.gz", hash = "sha256:be622915db1dbf1d6d5ed907633471f9ed8f5399dd3cf333f9dc2b955cd3e80d"},
+    {file = "botocore-1.34.2-py3-none-any.whl", hash = "sha256:655b1ea2a5d7b989a0eb6006c16137f785bc7334f31378115668c4be5d4b00eb"},
+    {file = "botocore-1.34.2.tar.gz", hash = "sha256:8a9f4ad438ba814b9b7a22b24de3004f8aa232e7ae86e0087aea4d7792dc3a2a"},
 ]
 
 [package.dependencies]
@@ -367,7 +388,7 @@ python-dateutil = ">=2.1,<3.0.0"
 urllib3 = {version = ">=1.25.4,<2.1", markers = "python_version >= \"3.10\""}
 
 [package.extras]
-crt = ["awscrt (==0.19.12)"]
+crt = ["awscrt (==0.19.17)"]
 
 [[package]]
 name = "cachetools"
@@ -540,13 +561,13 @@ numpy = "*"
 
 [[package]]
 name = "chromadb"
-version = "0.4.17"
+version = "0.4.20"
 description = "Chroma."
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "chromadb-0.4.17-py3-none-any.whl", hash = "sha256:8cb88162bc6124441ba5a4b93819463a10e9aaafbe05a3286e876cbdc7a7e11d"},
-    {file = "chromadb-0.4.17.tar.gz", hash = "sha256:120f9d364719b664d5314500f8e6097f0e0b24496bb97a429bc324f8d11f1b52"},
+    {file = "chromadb-0.4.20-py3-none-any.whl", hash = "sha256:0b8ca7d22483273b12a282af7a4fbad0a804207d4431324a4673741fe3c92028"},
+    {file = "chromadb-0.4.20.tar.gz", hash = "sha256:69eb699ad6a5e46a2b558c8770ab91041dc32061ad66403aa8224fe5750229c5"},
 ]
 
 [package.dependencies]
@@ -556,10 +577,12 @@ fastapi = ">=0.95.2"
 grpcio = ">=1.58.0"
 importlib-resources = "*"
 kubernetes = ">=28.1.0"
-numpy = {version = ">=1.22.5", markers = "python_version >= \"3.8\""}
+mmh3 = ">=4.0.1"
+numpy = ">=1.22.5"
 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"
@@ -682,63 +705,63 @@ test-no-images = ["pytest", "pytest-cov", "pytest-xdist", "wurlitzer"]
 
 [[package]]
 name = "coverage"
-version = "7.3.2"
+version = "7.3.3"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "coverage-7.3.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:310b3bb9c91ea66d59c53fa4989f57d2436e08f18fb2f421a1b0b6b8cc7fffda"},
-    {file = "coverage-7.3.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f47d39359e2c3779c5331fc740cf4bce6d9d680a7b4b4ead97056a0ae07cb49a"},
-    {file = "coverage-7.3.2-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:aa72dbaf2c2068404b9870d93436e6d23addd8bbe9295f49cbca83f6e278179c"},
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-    {file = "coverage-7.3.2-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:dbc1b46b92186cc8074fee9d9fbb97a9dd06c6cbbef391c2f59d80eabdf0faa6"},
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 [package.extras]
@@ -776,26 +799,25 @@ typing-inspect = ">=0.4.0,<1"
 
 [[package]]
 name = "datasets"
-version = "2.15.0"
+version = "2.14.4"
 description = "HuggingFace community-driven open-source library of datasets"
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 python-versions = ">=3.8.0"
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 [package.dependencies]
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-huggingface-hub = ">=0.18.0"
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 numpy = ">=1.17"
 packaging = "*"
 pandas = "*"
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 requests = ">=2.19.0"
 tqdm = ">=4.62.1"
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 apache-beam = ["apache-beam (>=2.26.0,<2.44.0)"]
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 ]
 
 [[package]]
 name = "fsspec"
-version = "2023.10.0"
+version = "2023.12.2"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1195,13 +1233,13 @@ tqdm = ["tqdm"]
 
 [[package]]
 name = "google-auth"
-version = "2.23.4"
+version = "2.25.2"
 description = "Google Authentication Library"
 optional = true
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1218,13 +1256,13 @@ requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
 
 [[package]]
 name = "googleapis-common-protos"
-version = "1.61.0"
+version = "1.62.0"
 description = "Common protobufs used in Google APIs"
 optional = true
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1235,13 +1273,13 @@ grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
 
 [[package]]
 name = "gradio"
-version = "4.4.1"
+version = "4.10.0"
 description = "Python library for easily interacting with trained machine learning models"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1249,9 +1287,9 @@ aiofiles = ">=22.0,<24.0"
 altair = ">=4.2.0,<6.0"
 fastapi = "*"
 ffmpy = "*"
-gradio-client = "0.7.0"
+gradio-client = "0.7.3"
 httpx = "*"
-huggingface-hub = ">=0.14.0"
+huggingface-hub = ">=0.19.3"
 importlib-resources = ">=1.3,<7.0"
 jinja2 = "<4.0"
 markupsafe = ">=2.0,<3.0"
@@ -1265,7 +1303,6 @@ pydantic = ">=2.0"
 pydub = "*"
 python-multipart = "*"
 pyyaml = ">=5.0,<7.0"
-requests = ">=2.0,<3.0"
 semantic-version = ">=2.0,<3.0"
 tomlkit = "0.12.0"
 typer = {version = ">=0.9,<1.0", extras = ["all"]}
@@ -1277,88 +1314,88 @@ oauth = ["authlib", "itsdangerous"]
 
 [[package]]
 name = "gradio-client"
-version = "0.7.0"
+version = "0.7.3"
 description = "Python library for easily interacting with trained machine learning models"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "gradio_client-0.7.3.tar.gz", hash = "sha256:8146a1d19a125b38088dd201ddacd0008ea47ef9b0504d1c5b87ca09a43f4dcd"},
 ]
 
 [package.dependencies]
 fsspec = "*"
 httpx = "*"
-huggingface-hub = ">=0.13.0"
+huggingface-hub = ">=0.19.3"
 packaging = "*"
-requests = ">=2.0,<3.0"
 typing-extensions = ">=4.0,<5.0"
 websockets = ">=10.0,<12.0"
 
 [[package]]
 name = "greenlet"
-version = "3.0.1"
+version = "3.0.2"
 description = "Lightweight in-process concurrent programming"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.extras]
@@ -1367,135 +1404,135 @@ test = ["objgraph", "psutil"]
 
 [[package]]
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 ]
 
 [package.dependencies]
-grpcio = ">=1.59.3"
+grpcio = ">=1.60.0"
 protobuf = ">=4.21.6,<5.0dev"
 setuptools = "*"
 
@@ -1607,20 +1644,20 @@ test = ["Cython (>=0.29.24,<0.30.0)"]
 
 [[package]]
 name = "httpx"
-version = "0.25.1"
+version = "0.25.2"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 anyio = "*"
 certifi = "*"
 h2 = {version = ">=3,<5", optional = true, markers = "extra == \"http2\""}
-httpcore = "*"
+httpcore = "==1.*"
 idna = "*"
 sniffio = "*"
 
@@ -1690,13 +1727,13 @@ files = [
 
 [[package]]
 name = "identify"
-version = "2.5.32"
+version = "2.5.33"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -1704,31 +1741,31 @@ license = ["ukkonen"]
 
 [[package]]
 name = "idna"
-version = "3.4"
+version = "3.6"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.5"
 files = [
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 ]
 
 [[package]]
 name = "importlib-metadata"
-version = "6.8.0"
+version = "6.11.0"
 description = "Read metadata from Python packages"
 optional = true
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 zipp = ">=0.5"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
 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"]
 
@@ -1845,13 +1882,13 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 
 [[package]]
 name = "jsonschema-specifications"
-version = "2023.11.1"
+version = "2023.11.2"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1998,12 +2035,12 @@ adal = ["adal (>=1.0.2)"]
 
 [[package]]
 name = "llama-cpp-python"
-version = "0.2.18"
+version = "0.2.23"
 description = "Python bindings for the llama.cpp library"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "llama_cpp_python-0.2.23.tar.gz", hash = "sha256:364b61a13970932ea189b45a1c5dea89797b90e5da00f1fe6e72c47fbc512898"},
 ]
 
 [package.dependencies]
@@ -2229,6 +2266,82 @@ files = [
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 ]
 
+[[package]]
+name = "mmh3"
+version = "4.0.1"
+description = "Python extension for MurmurHash (MurmurHash3), a set of fast and robust hash functions."
+optional = true
+python-versions = "*"
+files = [
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 [package.dependencies]
@@ -2734,35 +2847,35 @@ reference = ["Pillow", "google-re2"]
 
 [[package]]
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+version = "1.16.3"
 description = "ONNX Runtime is a runtime accelerator for Machine Learning models"
 optional = false
 python-versions = "*"
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 ]
 
 [package.dependencies]
@@ -2775,20 +2888,21 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "1.3.3"
+version = "1.5.0"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.7.1"
 files = [
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+    {file = "openai-1.5.0-py3-none-any.whl", hash = "sha256:42d8c84b0714c990e18afe81d37f8a64423e8196bf7157b8ea665b8d8f393253"},
+    {file = "openai-1.5.0.tar.gz", hash = "sha256:4cd91e97988ccd6c44f815107def9495cbc718aeb8b28be33a87b6fa2c432508"},
 ]
 
 [package.dependencies]
-anyio = ">=3.5.0,<4"
+anyio = ">=3.5.0,<5"
 distro = ">=1.7.0,<2"
 httpx = ">=0.23.0,<1"
 pydantic = ">=1.9.0,<3"
+sniffio = "*"
 tqdm = ">4"
 typing-extensions = ">=4.5,<5"
 
@@ -2849,6 +2963,66 @@ opentelemetry-sdk = ">=1.21.0,<1.22.0"
 [package.extras]
 test = ["pytest-grpc"]
 
+[[package]]
+name = "opentelemetry-instrumentation"
+version = "0.42b0"
+description = "Instrumentation Tools & Auto Instrumentation for OpenTelemetry Python"
+optional = true
+python-versions = ">=3.7"
+files = [
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+    {file = "opentelemetry_instrumentation-0.42b0.tar.gz", hash = "sha256:6a653a1fed0f76eea32885321d77c750483e987eeefa4cbf219fc83559543198"},
+]
+
+[package.dependencies]
+opentelemetry-api = ">=1.4,<2.0"
+setuptools = ">=16.0"
+wrapt = ">=1.0.0,<2.0.0"
+
+[[package]]
+name = "opentelemetry-instrumentation-asgi"
+version = "0.42b0"
+description = "ASGI instrumentation for OpenTelemetry"
+optional = true
+python-versions = ">=3.7"
+files = [
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+]
+
+[package.dependencies]
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+opentelemetry-api = ">=1.12,<2.0"
+opentelemetry-instrumentation = "0.42b0"
+opentelemetry-semantic-conventions = "0.42b0"
+opentelemetry-util-http = "0.42b0"
+
+[package.extras]
+instruments = ["asgiref (>=3.0,<4.0)"]
+test = ["opentelemetry-instrumentation-asgi[instruments]", "opentelemetry-test-utils (==0.42b0)"]
+
+[[package]]
+name = "opentelemetry-instrumentation-fastapi"
+version = "0.42b0"
+description = "OpenTelemetry FastAPI Instrumentation"
+optional = true
+python-versions = ">=3.7"
+files = [
+    {file = "opentelemetry_instrumentation_fastapi-0.42b0-py3-none-any.whl", hash = "sha256:d53a26c4859767d5ba67109038cabc7165d97a8a8b7654ccde4ce290036d1725"},
+    {file = "opentelemetry_instrumentation_fastapi-0.42b0.tar.gz", hash = "sha256:7181d4886e57182e93477c4b797a7cd5467820b93c238eeb3e7d27a563c176e8"},
+]
+
+[package.dependencies]
+opentelemetry-api = ">=1.12,<2.0"
+opentelemetry-instrumentation = "0.42b0"
+opentelemetry-instrumentation-asgi = "0.42b0"
+opentelemetry-semantic-conventions = "0.42b0"
+opentelemetry-util-http = "0.42b0"
+
+[package.extras]
+instruments = ["fastapi (>=0.58,<1.0)"]
+test = ["httpx (>=0.22,<1.0)", "opentelemetry-instrumentation-fastapi[instruments]", "opentelemetry-test-utils (==0.42b0)", "requests (>=2.23,<3.0)"]
+
 [[package]]
 name = "opentelemetry-proto"
 version = "1.21.0"
@@ -2890,15 +3064,26 @@ files = [
     {file = "opentelemetry_semantic_conventions-0.42b0.tar.gz", hash = "sha256:44ae67a0a3252a05072877857e5cc1242c98d4cf12870159f1a94bec800d38ec"},
 ]
 
+[[package]]
+name = "opentelemetry-util-http"
+version = "0.42b0"
+description = "Web util for OpenTelemetry"
+optional = true
+python-versions = ">=3.7"
+files = [
+    {file = "opentelemetry_util_http-0.42b0-py3-none-any.whl", hash = "sha256:764069ed2f7e9a98ed1a7a87111f838000484e388e81f467405933be4b0306c6"},
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+]
+
 [[package]]
 name = "optimum"
-version = "1.14.1"
+version = "1.16.1"
 description = "Optimum Library is an extension of the Hugging Face Transformers library, providing a framework to integrate third-party libraries from Hardware Partners and interface with their specific functionality."
 optional = false
 python-versions = ">=3.7.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -2919,8 +3104,9 @@ torch = ">=1.9"
 transformers = {version = ">=4.26.0", extras = ["sentencepiece"]}
 
 [package.extras]
+amd = ["optimum-amd"]
 benchmark = ["evaluate (>=0.2.0)", "optuna", "scikit-learn", "seqeval", "torchvision", "tqdm"]
-dev = ["Pillow", "accelerate", "black (>=23.1,<24.0)", "diffusers (>=0.17.0)", "einops", "invisible-watermark", "parameterized", "pytest", "pytest-xdist", "requests", "ruff (>=0.0.241,<=0.0.259)", "sacremoses", "torchaudio", "torchvision"]
+dev = ["Pillow", "accelerate", "black (>=23.1,<24.0)", "diffusers (>=0.17.0)", "einops", "invisible-watermark", "parameterized", "pytest", "pytest-xdist", "requests", "ruff (==0.1.5)", "sacremoses", "torchaudio", "torchvision"]
 diffusers = ["diffusers"]
 doc-build = ["accelerate"]
 exporters = ["onnx", "onnxruntime", "timm"]
@@ -2937,7 +3123,7 @@ nncf = ["optimum-intel[nncf] (>=1.12.0)"]
 onnxruntime = ["datasets (>=1.2.1)", "evaluate", "onnx", "onnxruntime (>=1.11.0)", "protobuf (>=3.20.1)"]
 onnxruntime-gpu = ["accelerate", "datasets (>=1.2.1)", "evaluate", "onnx", "onnxruntime-gpu (>=1.11.0)", "protobuf (>=3.20.1)"]
 openvino = ["optimum-intel[openvino] (>=1.12.0)"]
-quality = ["black (>=23.1,<24.0)", "ruff (>=0.0.241,<=0.0.259)"]
+quality = ["black (>=23.1,<24.0)", "ruff (==0.1.5)"]
 tests = ["Pillow", "accelerate", "diffusers (>=0.17.0)", "einops", "invisible-watermark", "parameterized", "pytest", "pytest-xdist", "requests", "sacremoses", "torchaudio", "torchvision"]
 
 [[package]]
@@ -3023,36 +3209,36 @@ files = [
 
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+version = "2.1.4"
 description = "Powerful data structures for data analysis, time series, and statistics"
 optional = false
 python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
@@ -3087,13 +3273,13 @@ xml = ["lxml (>=4.8.0)"]
 
 [[package]]
 name = "pathspec"
-version = "0.11.2"
+version = "0.12.1"
 description = "Utility library for gitignore style pattern matching of file paths."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -3165,13 +3351,13 @@ tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "pa
 
 [[package]]
 name = "platformdirs"
-version = "3.11.0"
+version = "4.1.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "platformdirs-4.1.0.tar.gz", hash = "sha256:906d548203468492d432bcb294d4bc2fff751bf84971fbb2c10918cc206ee420"},
 ]
 
 [package.extras]
@@ -3214,13 +3400,13 @@ tests = ["pytest (>=5.4.1)", "pytest-cov (>=2.8.1)", "pytest-mypy (>=0.8.0)", "p
 
 [[package]]
 name = "posthog"
-version = "3.0.2"
+version = "3.1.0"
 description = "Integrate PostHog into any python application."
 optional = true
 python-versions = "*"
 files = [
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+    {file = "posthog-3.1.0.tar.gz", hash = "sha256:db17a2c511e18757aec12b6632ddcc1fa318743dad88a4666010467a3d9468da"},
 ]
 
 [package.dependencies]
@@ -3233,7 +3419,7 @@ six = ">=1.5"
 [package.extras]
 dev = ["black", "flake8", "flake8-print", "isort", "pre-commit"]
 sentry = ["django", "sentry-sdk"]
-test = ["coverage", "flake8", "freezegun (==0.3.15)", "mock (>=2.0.0)", "pylint", "pytest"]
+test = ["coverage", "flake8", "freezegun (==0.3.15)", "mock (>=2.0.0)", "pylint", "pytest", "pytest-timeout"]
 
 [[package]]
 name = "pre-commit"
@@ -3396,26 +3582,15 @@ files = [
 [package.dependencies]
 numpy = ">=1.16.6"
 
-[[package]]
-name = "pyarrow-hotfix"
-version = "0.5"
-description = ""
-optional = false
-python-versions = ">=3.5"
-files = [
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-]
-
 [[package]]
 name = "pyasn1"
-version = "0.5.0"
+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]]
@@ -3434,18 +3609,18 @@ pyasn1 = ">=0.4.6,<0.6.0"
 
 [[package]]
 name = "pydantic"
-version = "2.5.1"
+version = "2.5.2"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "pydantic-2.5.2.tar.gz", hash = "sha256:ff177ba64c6faf73d7afa2e8cad38fd456c0dbe01c9954e71038001cd15a6edd"},
 ]
 
 [package.dependencies]
 annotated-types = ">=0.4.0"
-pydantic-core = "2.14.3"
+pydantic-core = "2.14.5"
 typing-extensions = ">=4.6.1"
 
 [package.extras]
@@ -3453,116 +3628,116 @@ email = ["email-validator (>=2.0.0)"]
 
 [[package]]
 name = "pydantic-core"
-version = "2.14.3"
+version = "2.14.5"
 description = ""
 optional = false
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 [[package]]
 name = "pydantic-settings"
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 [[package]]
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 [package.dependencies]
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 [package.dependencies]
 numpy = "*"
 pillow = ">=5.3.0,<8.3.dev0 || >=8.4.dev0"
 requests = "*"
-torch = "2.1.1"
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 [package.extras]
 scipy = ["scipy"]
@@ -5042,19 +5224,19 @@ telegram = ["requests"]
 
 [[package]]
 name = "transformers"
-version = "4.35.2"
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 description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
 optional = false
 python-versions = ">=3.8.0"
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 ]
 
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 filelock = "*"
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 numpy = ">=1.17"
 packaging = ">=20.0"
 protobuf = {version = "*", optional = true, markers = "extra == \"sentencepiece\""}
@@ -5068,30 +5250,30 @@ torch = {version = ">=1.10,<1.12.0 || >1.12.0", optional = true, markers = "extr
 tqdm = ">=4.27"
 
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 ]
 
 [package.dependencies]
@@ -5909,4 +6111,4 @@ chroma = ["chromadb"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.11,<3.12"
-content-hash = "7b9e7bc6e4a9ecbab92e58423c1d6746aa731b681236b1966f986feac3101959"
+content-hash = "c2bcf29b5c894a0fae9682145cd001dfb57bb4919c9097b5e27323ddee58fc8c"
diff --git a/pyproject.toml b/pyproject.toml
index 7bb3ec5ec..f0d79d32a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -36,7 +36,7 @@ gradio = "^4.4.1"
 [tool.poetry.group.local]
 optional = true
 [tool.poetry.group.local.dependencies]
-llama-cpp-python = "^0.2.11"
+llama-cpp-python = "^0.2.23"
 numpy = "1.26.0"
 sentence-transformers = "^2.2.2"
 # https://stackoverflow.com/questions/76327419/valueerror-libcublas-so-0-9-not-found-in-the-system-path
diff --git a/settings.yaml b/settings.yaml
index 9d6ed4ad9..c3929539a 100644
--- a/settings.yaml
+++ b/settings.yaml
@@ -48,8 +48,8 @@ qdrant:
 
 local:
   prompt_style: "llama2"
-  llm_hf_repo_id: TheBloke/Mistral-7B-Instruct-v0.1-GGUF
-  llm_hf_model_file: mistral-7b-instruct-v0.1.Q4_K_M.gguf
+  llm_hf_repo_id: TheBloke/Mistral-7B-Instruct-v0.2-GGUF
+  llm_hf_model_file: mistral-7b-instruct-v0.2.Q4_K_M.gguf
   embedding_hf_model_name: BAAI/bge-small-en-v1.5
 
 sagemaker: