diff --git a/poetry.lock b/poetry.lock
index 26d54bfb..7329afa7 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -194,6 +194,20 @@ doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphin
 test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
 trio = ["trio (>=0.23)"]
 
+[[package]]
+name = "asgiref"
+version = "3.8.1"
+description = "ASGI specs, helper code, and adapters"
+optional = true
+python-versions = ">=3.8"
+files = [
+    {file = "asgiref-3.8.1-py3-none-any.whl", hash = "sha256:3e1e3ecc849832fe52ccf2cb6686b7a55f82bb1d6aee72a58826471390335e47"},
+    {file = "asgiref-3.8.1.tar.gz", hash = "sha256:c343bd80a0bec947a9860adb4c432ffa7db769836c64238fc34bdc3fec84d590"},
+]
+
+[package.extras]
+tests = ["mypy (>=0.800)", "pytest", "pytest-asyncio"]
+
 [[package]]
 name = "async-timeout"
 version = "4.0.3"
@@ -418,17 +432,17 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "boto3"
-version = "1.34.115"
+version = "1.34.117"
 description = "The AWS SDK for Python"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "boto3-1.34.115-py3-none-any.whl", hash = "sha256:0a580de3d25364da5db26ecc7dde9438ee1be1e529a7c04cc96972b6e2258378"},
-    {file = "boto3-1.34.115.tar.gz", hash = "sha256:67f5a6d6e6eff9c15711c265173b53eb4ad8d05b756b76ef33ac792cea7958f6"},
+    {file = "boto3-1.34.117-py3-none-any.whl", hash = "sha256:1506589e30566bbb2f4997b60968ff7d4ef8a998836c31eedd36437ac3b7408a"},
+    {file = "boto3-1.34.117.tar.gz", hash = "sha256:c8a383b904d6faaf7eed0c06e31b423db128e4c09ce7bd2afc39d1cd07030a51"},
 ]
 
 [package.dependencies]
-botocore = ">=1.34.115,<1.35.0"
+botocore = ">=1.34.117,<1.35.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -437,13 +451,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.34.115"
+version = "1.34.117"
 description = "Low-level, data-driven core of boto 3."
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "botocore-1.34.115-py3-none-any.whl", hash = "sha256:15b8ad1ee0e9cd57884fb0bcaf3a9551d2552e44a02c2ffb55ec583eebdb888e"},
-    {file = "botocore-1.34.115.tar.gz", hash = "sha256:a5d5e28b9c847b17a1ecb7660b46b83d9512b125f671e03e93d14bf6f0b274c2"},
+    {file = "botocore-1.34.117-py3-none-any.whl", hash = "sha256:26a431997f882bcdd1e835f44c24b2a1752b1c4e5183c2ce62999ce95d518d6c"},
+    {file = "botocore-1.34.117.tar.gz", hash = "sha256:4637ca42e6c51aebc4d9a2d92f97bf4bdb042e3f7985ff31a659a11e4c170e73"},
 ]
 
 [package.dependencies]
@@ -585,6 +599,29 @@ files = [
 [package.dependencies]
 cffi = ">=1.0.0"
 
+[[package]]
+name = "build"
+version = "1.2.1"
+description = "A simple, correct Python build frontend"
+optional = true
+python-versions = ">=3.8"
+files = [
+    {file = "build-1.2.1-py3-none-any.whl", hash = "sha256:75e10f767a433d9a86e50d83f418e83efc18ede923ee5ff7df93b6cb0306c5d4"},
+    {file = "build-1.2.1.tar.gz", hash = "sha256:526263f4870c26f26c433545579475377b2b7588b6f1eac76a001e873ae3e19d"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "os_name == \"nt\""}
+packaging = ">=19.1"
+pyproject_hooks = "*"
+
+[package.extras]
+docs = ["furo (>=2023.08.17)", "sphinx (>=7.0,<8.0)", "sphinx-argparse-cli (>=1.5)", "sphinx-autodoc-typehints (>=1.10)", "sphinx-issues (>=3.0.0)"]
+test = ["build[uv,virtualenv]", "filelock (>=3)", "pytest (>=6.2.4)", "pytest-cov (>=2.12)", "pytest-mock (>=2)", "pytest-rerunfailures (>=9.1)", "pytest-xdist (>=1.34)", "setuptools (>=42.0.0)", "setuptools (>=56.0.0)", "setuptools (>=56.0.0)", "setuptools (>=67.8.0)", "wheel (>=0.36.0)"]
+typing = ["build[uv]", "importlib-metadata (>=5.1)", "mypy (>=1.9.0,<1.10.0)", "tomli", "typing-extensions (>=3.7.4.3)"]
+uv = ["uv (>=0.1.18)"]
+virtualenv = ["virtualenv (>=20.0.35)"]
+
 [[package]]
 name = "cachetools"
 version = "5.3.3"
@@ -598,13 +635,13 @@ files = [
 
 [[package]]
 name = "certifi"
-version = "2024.2.2"
+version = "2024.6.2"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2024.2.2-py3-none-any.whl", hash = "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"},
-    {file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"},
+    {file = "certifi-2024.6.2-py3-none-any.whl", hash = "sha256:ddc6c8ce995e6987e7faf5e3f1b02b302836a0e5d98ece18392cb1a36c72ad56"},
+    {file = "certifi-2024.6.2.tar.gz", hash = "sha256:3cd43f1c6fa7dedc5899d69d3ad0398fd018ad1a17fba83ddaf78aa46c747516"},
 ]
 
 [[package]]
@@ -820,30 +857,33 @@ numpy = "*"
 
 [[package]]
 name = "chromadb"
-version = "0.4.17"
+version = "0.5.0"
 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-0.5.0-py3-none-any.whl", hash = "sha256:8193dc65c143b61d8faf87f02c44ecfa778d471febd70de517f51c5d88a06009"},
+    {file = "chromadb-0.5.0.tar.gz", hash = "sha256:7954af614a9ff7b2902ddbd0a162f33f7ec0669e2429903905c4f7876d1f766f"},
 ]
 
 [package.dependencies]
 bcrypt = ">=4.0.1"
+build = ">=1.0.3"
 chroma-hnswlib = "0.7.3"
 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"
+orjson = ">=3.9.12"
 overrides = ">=7.3.1"
 posthog = ">=2.4.0"
-pulsar-client = ">=3.1.0"
 pydantic = ">=1.9"
 pypika = ">=0.48.9"
 PyYAML = ">=6.0.0"
@@ -1381,53 +1421,53 @@ files = [
 
 [[package]]
 name = "fonttools"
-version = "4.52.4"
+version = "4.53.0"
 description = "Tools to manipulate font files"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "fonttools-4.52.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:5ecb88318ff249bd2a715e7aec36774ce7ae3441128007ef72a39a60601f4a8f"},
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+]
+
+[package.extras]
+test = ["mypy (>=1.0)", "pytest (>=7.0.0)"]
+
 [[package]]
 name = "monotonic"
 version = "1.6"
@@ -3726,13 +3858,13 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "1.30.4"
+version = "1.30.5"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.7.1"
 files = [
-    {file = "openai-1.30.4-py3-none-any.whl", hash = "sha256:fb2635efd270efaf9fac2e07558d7948373b940637d3ae3ab624c1a983d4f03f"},
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 ]
 
 [package.dependencies]
@@ -3782,50 +3914,120 @@ et-xmlfile = "*"
 
 [[package]]
 name = "opentelemetry-api"
-version = "1.16.0"
+version = "1.25.0"
 description = "OpenTelemetry Python API"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "opentelemetry_api-1.25.0.tar.gz", hash = "sha256:77c4985f62f2614e42ce77ee4c9da5fa5f0bc1e1821085e9a47533a9323ae869"},
 ]
 
 [package.dependencies]
 deprecated = ">=1.2.6"
-setuptools = ">=16.0"
+importlib-metadata = ">=6.0,<=7.1"
 
 [[package]]
-name = "opentelemetry-exporter-otlp-proto-grpc"
-version = "1.16.0"
-description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
+name = "opentelemetry-exporter-otlp-proto-common"
+version = "1.25.0"
+description = "OpenTelemetry Protobuf encoding"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_exporter_otlp_proto_grpc-1.16.0-py3-none-any.whl", hash = "sha256:ace2cedc43bc30e1b2475b14f72acf1a1528716965209d31fb0a72c59f0f4fe4"},
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+    {file = "opentelemetry_exporter_otlp_proto_common-1.25.0-py3-none-any.whl", hash = "sha256:15637b7d580c2675f70246563363775b4e6de947871e01d0f4e3881d1848d693"},
+    {file = "opentelemetry_exporter_otlp_proto_common-1.25.0.tar.gz", hash = "sha256:c93f4e30da4eee02bacd1e004eb82ce4da143a2f8e15b987a9f603e0a85407d3"},
 ]
 
 [package.dependencies]
-backoff = {version = ">=1.10.0,<3.0.0", markers = "python_version >= \"3.7\""}
+opentelemetry-proto = "1.25.0"
+
+[[package]]
+name = "opentelemetry-exporter-otlp-proto-grpc"
+version = "1.25.0"
+description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
+optional = true
+python-versions = ">=3.8"
+files = [
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.25.0-py3-none-any.whl", hash = "sha256:3131028f0c0a155a64c430ca600fd658e8e37043cb13209f0109db5c1a3e4eb4"},
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.25.0.tar.gz", hash = "sha256:c0b1661415acec5af87625587efa1ccab68b873745ca0ee96b69bb1042087eac"},
+]
+
+[package.dependencies]
+deprecated = ">=1.2.6"
 googleapis-common-protos = ">=1.52,<2.0"
 grpcio = ">=1.0.0,<2.0.0"
 opentelemetry-api = ">=1.15,<2.0"
-opentelemetry-proto = "1.16.0"
-opentelemetry-sdk = ">=1.16.0,<1.17.0"
+opentelemetry-exporter-otlp-proto-common = "1.25.0"
+opentelemetry-proto = "1.25.0"
+opentelemetry-sdk = ">=1.25.0,<1.26.0"
+
+[[package]]
+name = "opentelemetry-instrumentation"
+version = "0.46b0"
+description = "Instrumentation Tools & Auto Instrumentation for OpenTelemetry Python"
+optional = true
+python-versions = ">=3.8"
+files = [
+    {file = "opentelemetry_instrumentation-0.46b0-py3-none-any.whl", hash = "sha256:89cd721b9c18c014ca848ccd11181e6b3fd3f6c7669e35d59c48dc527408c18b"},
+    {file = "opentelemetry_instrumentation-0.46b0.tar.gz", hash = "sha256:974e0888fb2a1e01c38fbacc9483d024bb1132aad92d6d24e2e5543887a7adda"},
+]
+
+[package.dependencies]
+opentelemetry-api = ">=1.4,<2.0"
+setuptools = ">=16.0"
+wrapt = ">=1.0.0,<2.0.0"
+
+[[package]]
+name = "opentelemetry-instrumentation-asgi"
+version = "0.46b0"
+description = "ASGI instrumentation for OpenTelemetry"
+optional = true
+python-versions = ">=3.8"
+files = [
+    {file = "opentelemetry_instrumentation_asgi-0.46b0-py3-none-any.whl", hash = "sha256:f13c55c852689573057837a9500aeeffc010c4ba59933c322e8f866573374759"},
+    {file = "opentelemetry_instrumentation_asgi-0.46b0.tar.gz", hash = "sha256:02559f30cf4b7e2a737ab17eb52aa0779bcf4cc06573064f3e2cb4dcc7d3040a"},
+]
+
+[package.dependencies]
+asgiref = ">=3.0,<4.0"
+opentelemetry-api = ">=1.12,<2.0"
+opentelemetry-instrumentation = "0.46b0"
+opentelemetry-semantic-conventions = "0.46b0"
+opentelemetry-util-http = "0.46b0"
 
 [package.extras]
-test = ["pytest-grpc"]
+instruments = ["asgiref (>=3.0,<4.0)"]
+
+[[package]]
+name = "opentelemetry-instrumentation-fastapi"
+version = "0.46b0"
+description = "OpenTelemetry FastAPI Instrumentation"
+optional = true
+python-versions = ">=3.8"
+files = [
+    {file = "opentelemetry_instrumentation_fastapi-0.46b0-py3-none-any.whl", hash = "sha256:e0f5d150c6c36833dd011f0e6ef5ede6d7406c1aed0c7c98b2d3b38a018d1b33"},
+    {file = "opentelemetry_instrumentation_fastapi-0.46b0.tar.gz", hash = "sha256:928a883a36fc89f9702f15edce43d1a7104da93d740281e32d50ffd03dbb4365"},
+]
+
+[package.dependencies]
+opentelemetry-api = ">=1.12,<2.0"
+opentelemetry-instrumentation = "0.46b0"
+opentelemetry-instrumentation-asgi = "0.46b0"
+opentelemetry-semantic-conventions = "0.46b0"
+opentelemetry-util-http = "0.46b0"
+
+[package.extras]
+instruments = ["fastapi (>=0.58,<1.0)"]
 
 [[package]]
 name = "opentelemetry-proto"
-version = "1.16.0"
+version = "1.25.0"
 description = "OpenTelemetry Python Proto"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_proto-1.16.0-py3-none-any.whl", hash = "sha256:160326d300faf43c3f72c4a916516ee5b63289ceb9828294b698ef943697cbd5"},
-    {file = "opentelemetry_proto-1.16.0.tar.gz", hash = "sha256:e58832dfec64621972a9836f8ae163fb3063946eb02bdf43fae0f76f8cf46d0a"},
+    {file = "opentelemetry_proto-1.25.0-py3-none-any.whl", hash = "sha256:f07e3341c78d835d9b86665903b199893befa5e98866f63d22b00d0b7ca4972f"},
+    {file = "opentelemetry_proto-1.25.0.tar.gz", hash = "sha256:35b6ef9dc4a9f7853ecc5006738ad40443701e52c26099e197895cbda8b815a3"},
 ]
 
 [package.dependencies]
@@ -3833,30 +4035,43 @@ protobuf = ">=3.19,<5.0"
 
 [[package]]
 name = "opentelemetry-sdk"
-version = "1.16.0"
+version = "1.25.0"
 description = "OpenTelemetry Python SDK"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_sdk-1.16.0-py3-none-any.whl", hash = "sha256:15f03915eec4839f885a5e6ed959cde59b8690c8c012d07c95b4b138c98dc43f"},
-    {file = "opentelemetry_sdk-1.16.0.tar.gz", hash = "sha256:4d3bb91e9e209dbeea773b5565d901da4f76a29bf9dbc1c9500be3cabb239a4e"},
+    {file = "opentelemetry_sdk-1.25.0-py3-none-any.whl", hash = "sha256:d97ff7ec4b351692e9d5a15af570c693b8715ad78b8aafbec5c7100fe966b4c9"},
+    {file = "opentelemetry_sdk-1.25.0.tar.gz", hash = "sha256:ce7fc319c57707ef5bf8b74fb9f8ebdb8bfafbe11898410e0d2a761d08a98ec7"},
 ]
 
 [package.dependencies]
-opentelemetry-api = "1.16.0"
-opentelemetry-semantic-conventions = "0.37b0"
-setuptools = ">=16.0"
+opentelemetry-api = "1.25.0"
+opentelemetry-semantic-conventions = "0.46b0"
 typing-extensions = ">=3.7.4"
 
 [[package]]
 name = "opentelemetry-semantic-conventions"
-version = "0.37b0"
+version = "0.46b0"
 description = "OpenTelemetry Semantic Conventions"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_semantic_conventions-0.37b0-py3-none-any.whl", hash = "sha256:462982278a42dab01f68641cd89f8460fe1f93e87c68a012a76fb426dcdba5ee"},
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+    {file = "opentelemetry_semantic_conventions-0.46b0-py3-none-any.whl", hash = "sha256:6daef4ef9fa51d51855d9f8e0ccd3a1bd59e0e545abe99ac6203804e36ab3e07"},
+    {file = "opentelemetry_semantic_conventions-0.46b0.tar.gz", hash = "sha256:fbc982ecbb6a6e90869b15c1673be90bd18c8a56ff1cffc0864e38e2edffaefa"},
+]
+
+[package.dependencies]
+opentelemetry-api = "1.25.0"
+
+[[package]]
+name = "opentelemetry-util-http"
+version = "0.46b0"
+description = "Web util for OpenTelemetry"
+optional = true
+python-versions = ">=3.8"
+files = [
+    {file = "opentelemetry_util_http-0.46b0-py3-none-any.whl", hash = "sha256:8dc1949ce63caef08db84ae977fdc1848fe6dc38e6bbaad0ae3e6ecd0d451629"},
+    {file = "opentelemetry_util_http-0.46b0.tar.gz", hash = "sha256:03b6e222642f9c7eae58d9132343e045b50aca9761fcb53709bd2b663571fdf6"},
 ]
 
 [[package]]
@@ -4338,53 +4553,6 @@ files = [
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 ]
 
-[[package]]
-name = "pulsar-client"
-version = "3.5.0"
-description = "Apache Pulsar Python client library"
-optional = true
-python-versions = "*"
-files = [
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-[package.dependencies]
-certifi = "*"
-
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-
 [[package]]
 name = "pyasn1"
 version = "0.6.0"
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 [[package]]
 name = "pymupdf"
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 description = "A high performance Python library for data extraction, analysis, conversion & manipulation of PDF (and other) documents."
 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
@@ -4818,6 +4986,17 @@ files = [
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 ]
 
+[[package]]
+name = "pyproject-hooks"
+version = "1.1.0"
+description = "Wrappers to call pyproject.toml-based build backend hooks."
+optional = true
+python-versions = ">=3.7"
+files = [
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+]
+
 [[package]]
 name = "pyreadline3"
 version = "3.4.1"
@@ -5121,104 +5300,104 @@ fastembed = ["fastembed (==0.2.6)"]
 
 [[package]]
 name = "rapidfuzz"
-version = "3.9.2"
+version = "3.9.3"
 description = "rapid fuzzy string matching"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -5508,28 +5687,28 @@ pyasn1 = ">=0.1.3"
 
 [[package]]
 name = "ruff"
-version = "0.4.6"
+version = "0.4.7"
 description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = false
 python-versions = ">=3.7"
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+    {file = "ruff-0.4.7.tar.gz", hash = "sha256:2331d2b051dc77a289a653fcc6a42cce357087c5975738157cd966590b18b5e1"},
 ]
 
 [[package]]
@@ -6417,13 +6596,13 @@ telegram = ["requests"]
 
 [[package]]
 name = "transformers"
-version = "4.41.1"
+version = "4.41.2"
 description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "transformers-4.41.1-py3-none-any.whl", hash = "sha256:f0680e0b1a01067eccd11f62f0522409422c7d6f91d532fe0f50b136a406129d"},
-    {file = "transformers-4.41.1.tar.gz", hash = "sha256:fa859e4c66f0896633a3bf534e0d9a29a9a88478a49f94c5d8270537dc61cc42"},
+    {file = "transformers-4.41.2-py3-none-any.whl", hash = "sha256:05555d20e43f808de1ef211ab64803cdb513170cef70d29a888b589caebefc67"},
+    {file = "transformers-4.41.2.tar.gz", hash = "sha256:80a4db216533d573e9cc7388646c31ed9480918feb7c55eb211249cb23567f87"},
 ]
 
 [package.dependencies]
@@ -6552,13 +6731,13 @@ files = [
 
 [[package]]
 name = "typing-extensions"
-version = "4.12.0"
+version = "4.12.1"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "typing_extensions-4.12.0-py3-none-any.whl", hash = "sha256:b349c66bea9016ac22978d800cfff206d5f9816951f12a7d0ec5578b0a819594"},
-    {file = "typing_extensions-4.12.0.tar.gz", hash = "sha256:8cbcdc8606ebcb0d95453ad7dc5065e6237b6aa230a31e81d0f440c30fed5fd8"},
+    {file = "typing_extensions-4.12.1-py3-none-any.whl", hash = "sha256:6024b58b69089e5a89c347397254e35f1bf02a907728ec7fee9bf0fe837d203a"},
+    {file = "typing_extensions-4.12.1.tar.gz", hash = "sha256:915f5e35ff76f56588223f15fdd5938f9a1cf9195c0de25130c627e4d597f6d1"},
 ]
 
 [[package]]
@@ -7258,18 +7437,18 @@ multidict = ">=4.0"
 
 [[package]]
 name = "zipp"
-version = "3.19.0"
+version = "3.19.1"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.19.0-py3-none-any.whl", hash = "sha256:96dc6ad62f1441bcaccef23b274ec471518daf4fbbc580341204936a5a3dddec"},
-    {file = "zipp-3.19.0.tar.gz", hash = "sha256:952df858fb3164426c976d9338d3961e8e8b3758e2e059e0f754b8c4262625ee"},
+    {file = "zipp-3.19.1-py3-none-any.whl", hash = "sha256:2828e64edb5386ea6a52e7ba7cdb17bb30a73a858f5eb6eb93d8d36f5ea26091"},
+    {file = "zipp-3.19.1.tar.gz", hash = "sha256:35427f6d5594f4acf82d25541438348c26736fa9b3afa2754bcd63cdb99d8e8f"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [[package]]
 name = "zopfli"
diff --git a/private_gpt/server/chat/chat_service.py b/private_gpt/server/chat/chat_service.py
index c031996d..c3d70a13 100644
--- a/private_gpt/server/chat/chat_service.py
+++ b/private_gpt/server/chat/chat_service.py
@@ -1,7 +1,7 @@
 from dataclasses import dataclass
 
 from injector import inject, singleton
-from llama_index.core.chat_engine import ContextChatEngine, SimpleChatEngine
+from llama_index.core.chat_engine import ContextChatEngine, SimpleChatEngine, CondensePlusContextChatEngine
 from llama_index.core.chat_engine.types import (
     BaseChatEngine,
 )
@@ -126,7 +126,7 @@ class ChatService:
                 )
                 node_postprocessors.append(rerank_postprocessor)
             
-            return ContextChatEngine.from_defaults(
+            return CondensePlusContextChatEngine.from_defaults(
                 system_prompt=system_prompt,
                 retriever=vector_index_retriever,
                 llm=self.llm_component.llm,  # Takes no effect at the moment
@@ -209,6 +209,7 @@ class ChatService:
             use_context=use_context,
             context_filter=context_filter,
         )
+        # chat_engine = chat_engine.as_chat_engine(chat_mode="react", llm=self.llm_component.llm, verbose=True) # configuring ReAct Chat engine
         wrapped_response = chat_engine.chat(
             message=last_message if last_message is not None else "",
             chat_history=chat_history,
diff --git a/private_gpt/server/ingest/ingest_service.py b/private_gpt/server/ingest/ingest_service.py
index 4cf2b2fa..fcb2606a 100644
--- a/private_gpt/server/ingest/ingest_service.py
+++ b/private_gpt/server/ingest/ingest_service.py
@@ -4,7 +4,7 @@ from pathlib import Path
 from typing import TYPE_CHECKING, AnyStr, BinaryIO
 
 from injector import inject, singleton
-from llama_index.core.node_parser import SentenceWindowNodeParser
+from llama_index.core.node_parser import SentenceWindowNodeParser, SemanticSplitterNodeParser
 from llama_index.core.storage import StorageContext
 
 from private_gpt.components.embedding.embedding_component import EmbeddingComponent
@@ -39,7 +39,9 @@ class IngestService:
             docstore=node_store_component.doc_store,
             index_store=node_store_component.index_store,
         )
-        node_parser = SentenceWindowNodeParser.from_defaults()
+        node_parser = SemanticSplitterNodeParser.from_defaults(
+            embed_model=embedding_component.embedding_model,
+        )
 
         self.ingest_component = get_ingestion_component(
             self.storage_context,