diff --git a/cognee/infrastructure/databases/vector/embeddings/FastembedEmbeddingEngine.py b/cognee/infrastructure/databases/vector/embeddings/FastembedEmbeddingEngine.py
deleted file mode 100644
index 3645ae28d..000000000
--- a/cognee/infrastructure/databases/vector/embeddings/FastembedEmbeddingEngine.py
+++ /dev/null
@@ -1,25 +0,0 @@
-from typing import List, Optional
-from fastembed import TextEmbedding
-from cognee.root_dir import get_absolute_path
-from cognee.infrastructure.databases.vector.embeddings.EmbeddingEngine import EmbeddingEngine
-
-class FastembedEmbeddingEngine(EmbeddingEngine):
-    embedding_model: str
-    embedding_dimensions: int
-
-    def __init__(
-        self,
-        embedding_model: Optional[str] = "BAAI/bge-large-en-v1.5",
-        embedding_dimensions: Optional[int] = 1024,
-    ):
-        self.embedding_model = embedding_model
-        self.embedding_dimensions = embedding_dimensions
-
-    async def embed_text(self, text: List[str]) -> List[float]:
-        embedding_model = TextEmbedding(model_name = self.embedding_model, cache_dir = get_absolute_path("cache/embeddings"))
-        embeddings_list = list(map(lambda embedding: embedding.tolist(), embedding_model.embed(text)))
-
-        return embeddings_list
-
-    def get_vector_size(self) -> int:
-        return self.embedding_dimensions
diff --git a/cognee/modules/cognify/evaluate.py b/cognee/modules/cognify/evaluate.py
index 626392963..194e71fe2 100644
--- a/cognee/modules/cognify/evaluate.py
+++ b/cognee/modules/cognify/evaluate.py
@@ -1,4 +1,3 @@
-import dsp
 import dspy
 from dspy.evaluate.evaluate import Evaluate
 from dspy.primitives.example import Example
diff --git a/cognee/modules/cognify/train.py b/cognee/modules/cognify/train.py
index b1d96c32c..5b2a058d0 100644
--- a/cognee/modules/cognify/train.py
+++ b/cognee/modules/cognify/train.py
@@ -1,4 +1,3 @@
-import dsp
 import dspy
 from dspy.teleprompt import BootstrapFewShot
 from dspy.primitives.example import Example
diff --git a/poetry.lock b/poetry.lock
index 4a5476797..18e516143 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -519,38 +519,38 @@ files = [
 
 [[package]]
 name = "bcrypt"
-version = "4.1.2"
+version = "4.2.0"
 description = "Modern password hashing for your software and your servers"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "bcrypt-4.1.2-cp37-abi3-macosx_10_12_universal2.whl", hash = "sha256:ac621c093edb28200728a9cca214d7e838529e557027ef0581685909acd28b5e"},
-    {file = "bcrypt-4.1.2-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ea505c97a5c465ab8c3ba75c0805a102ce526695cd6818c6de3b1a38f6f60da1"},
-    {file = "bcrypt-4.1.2-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:57fa9442758da926ed33a91644649d3e340a71e2d0a5a8de064fb621fd5a3326"},
-    {file = "bcrypt-4.1.2-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:eb3bd3321517916696233b5e0c67fd7d6281f0ef48e66812db35fc963a422a1c"},
-    {file = "bcrypt-4.1.2-cp37-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:6cad43d8c63f34b26aef462b6f5e44fdcf9860b723d2453b5d391258c4c8e966"},
-    {file = "bcrypt-4.1.2-cp37-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:44290ccc827d3a24604f2c8bcd00d0da349e336e6503656cb8192133e27335e2"},
-    {file = "bcrypt-4.1.2-cp37-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:732b3920a08eacf12f93e6b04ea276c489f1c8fb49344f564cca2adb663b3e4c"},
-    {file = "bcrypt-4.1.2-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:1c28973decf4e0e69cee78c68e30a523be441972c826703bb93099868a8ff5b5"},
-    {file = "bcrypt-4.1.2-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:b8df79979c5bae07f1db22dcc49cc5bccf08a0380ca5c6f391cbb5790355c0b0"},
-    {file = "bcrypt-4.1.2-cp37-abi3-win32.whl", hash = "sha256:fbe188b878313d01b7718390f31528be4010fed1faa798c5a1d0469c9c48c369"},
-    {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"},
-    {file = "bcrypt-4.1.2-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:2a298db2a8ab20056120b45e86c00a0a5eb50ec4075b6142db35f593b97cb3fb"},
-    {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"},
-    {file = "bcrypt-4.1.2-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:69057b9fc5093ea1ab00dd24ede891f3e5e65bee040395fb1e66ee196f9c9b4a"},
-    {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"},
+    {file = "bcrypt-4.2.0-cp37-abi3-macosx_10_12_universal2.whl", hash = "sha256:096a15d26ed6ce37a14c1ac1e48119660f21b24cba457f160a4b830f3fe6b5cb"},
+    {file = "bcrypt-4.2.0-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c02d944ca89d9b1922ceb8a46460dd17df1ba37ab66feac4870f6862a1533c00"},
+    {file = "bcrypt-4.2.0-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1d84cf6d877918620b687b8fd1bf7781d11e8a0998f576c7aa939776b512b98d"},
+    {file = "bcrypt-4.2.0-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:1bb429fedbe0249465cdd85a58e8376f31bb315e484f16e68ca4c786dcc04291"},
+    {file = "bcrypt-4.2.0-cp37-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:655ea221910bcac76ea08aaa76df427ef8625f92e55a8ee44fbf7753dbabb328"},
+    {file = "bcrypt-4.2.0-cp37-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:1ee38e858bf5d0287c39b7a1fc59eec64bbf880c7d504d3a06a96c16e14058e7"},
+    {file = "bcrypt-4.2.0-cp37-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:0da52759f7f30e83f1e30a888d9163a81353ef224d82dc58eb5bb52efcabc399"},
+    {file = "bcrypt-4.2.0-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:3698393a1b1f1fd5714524193849d0c6d524d33523acca37cd28f02899285060"},
+    {file = "bcrypt-4.2.0-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:762a2c5fb35f89606a9fde5e51392dad0cd1ab7ae64149a8b935fe8d79dd5ed7"},
+    {file = "bcrypt-4.2.0-cp37-abi3-win32.whl", hash = "sha256:5a1e8aa9b28ae28020a3ac4b053117fb51c57a010b9f969603ed885f23841458"},
+    {file = "bcrypt-4.2.0-cp37-abi3-win_amd64.whl", hash = "sha256:8f6ede91359e5df88d1f5c1ef47428a4420136f3ce97763e31b86dd8280fbdf5"},
+    {file = "bcrypt-4.2.0-cp39-abi3-macosx_10_12_universal2.whl", hash = "sha256:c52aac18ea1f4a4f65963ea4f9530c306b56ccd0c6f8c8da0c06976e34a6e841"},
+    {file = "bcrypt-4.2.0-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3bbbfb2734f0e4f37c5136130405332640a1e46e6b23e000eeff2ba8d005da68"},
+    {file = "bcrypt-4.2.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3413bd60460f76097ee2e0a493ccebe4a7601918219c02f503984f0a7ee0aebe"},
+    {file = "bcrypt-4.2.0-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:8d7bb9c42801035e61c109c345a28ed7e84426ae4865511eb82e913df18f58c2"},
+    {file = "bcrypt-4.2.0-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:3d3a6d28cb2305b43feac298774b997e372e56c7c7afd90a12b3dc49b189151c"},
+    {file = "bcrypt-4.2.0-cp39-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:9c1c4ad86351339c5f320ca372dfba6cb6beb25e8efc659bedd918d921956bae"},
+    {file = "bcrypt-4.2.0-cp39-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:27fe0f57bb5573104b5a6de5e4153c60814c711b29364c10a75a54bb6d7ff48d"},
+    {file = "bcrypt-4.2.0-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:8ac68872c82f1add6a20bd489870c71b00ebacd2e9134a8aa3f98a0052ab4b0e"},
+    {file = "bcrypt-4.2.0-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:cb2a8ec2bc07d3553ccebf0746bbf3d19426d1c6d1adbd4fa48925f66af7b9e8"},
+    {file = "bcrypt-4.2.0-cp39-abi3-win32.whl", hash = "sha256:77800b7147c9dc905db1cba26abe31e504d8247ac73580b4aa179f98e6608f34"},
+    {file = "bcrypt-4.2.0-cp39-abi3-win_amd64.whl", hash = "sha256:61ed14326ee023917ecd093ee6ef422a72f3aec6f07e21ea5f10622b735538a9"},
+    {file = "bcrypt-4.2.0-pp310-pypy310_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:39e1d30c7233cfc54f5c3f2c825156fe044efdd3e0b9d309512cc514a263ec2a"},
+    {file = "bcrypt-4.2.0-pp310-pypy310_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:f4f4acf526fcd1c34e7ce851147deedd4e26e6402369304220250598b26448db"},
+    {file = "bcrypt-4.2.0-pp39-pypy39_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:1ff39b78a52cf03fdf902635e4c81e544714861ba3f0efc56558979dd4f09170"},
+    {file = "bcrypt-4.2.0-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:373db9abe198e8e2c70d12b479464e0d5092cc122b20ec504097b5f2297ed184"},
+    {file = "bcrypt-4.2.0.tar.gz", hash = "sha256:cf69eaf5185fd58f268f805b505ce31f9b9fc2d64b376642164e9244540c1221"},
 ]
 
 [package.extras]
@@ -877,21 +877,21 @@ files = [
 ]
 
 [[package]]
-name = "coloredlogs"
-version = "15.0.1"
-description = "Colored terminal output for Python's logging module"
+name = "colorlog"
+version = "6.9.0"
+description = "Add colours to the output of Python's logging module."
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.6"
 files = [
-    {file = "coloredlogs-15.0.1-py2.py3-none-any.whl", hash = "sha256:612ee75c546f53e92e70049c9dbfcc18c935a2b9a53b66085ce9ef6a6e5c0934"},
-    {file = "coloredlogs-15.0.1.tar.gz", hash = "sha256:7c991aa71a4577af2f82600d8f8f3a89f936baeaf9b50a9c197da014e5bf16b0"},
+    {file = "colorlog-6.9.0-py3-none-any.whl", hash = "sha256:5906e71acd67cb07a71e779c47c4bcb45fb8c2993eebe9e5adcd6a6f1b283eff"},
+    {file = "colorlog-6.9.0.tar.gz", hash = "sha256:bfba54a1b93b94f54e1f4fe48395725a3d92fd2a4af702f6bd70946bdc0c6ac2"},
 ]
 
 [package.dependencies]
-humanfriendly = ">=9.1"
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
 
 [package.extras]
-cron = ["capturer (>=2.4)"]
+development = ["black", "flake8", "mypy", "pytest", "types-colorama"]
 
 [[package]]
 name = "comm"
@@ -1142,6 +1142,48 @@ files = [
 docs = ["ipython", "matplotlib", "numpydoc", "sphinx"]
 tests = ["pytest", "pytest-cov", "pytest-xdist"]
 
+[[package]]
+name = "datasets"
+version = "3.1.0"
+description = "HuggingFace community-driven open-source library of datasets"
+optional = false
+python-versions = ">=3.8.0"
+files = [
+    {file = "datasets-3.1.0-py3-none-any.whl", hash = "sha256:dc8808a6d17838fe05e13b39aa7ac3ea0fd0806ed7004eaf4d4eb2c2a356bc61"},
+    {file = "datasets-3.1.0.tar.gz", hash = "sha256:c92cac049e0f9f85b0dd63739c68e564c657b1624bc2b66b1e13489062832e27"},
+]
+
+[package.dependencies]
+aiohttp = "*"
+dill = ">=0.3.0,<0.3.9"
+filelock = "*"
+fsspec = {version = ">=2023.1.0,<=2024.9.0", extras = ["http"]}
+huggingface-hub = ">=0.23.0"
+multiprocess = "<0.70.17"
+numpy = ">=1.17"
+packaging = "*"
+pandas = "*"
+pyarrow = ">=15.0.0"
+pyyaml = ">=5.1"
+requests = ">=2.32.2"
+tqdm = ">=4.66.3"
+xxhash = "*"
+
+[package.extras]
+audio = ["librosa", "soundfile (>=0.12.1)", "soxr (>=0.4.0)"]
+benchmarks = ["tensorflow (==2.12.0)", "torch (==2.0.1)", "transformers (==4.30.1)"]
+dev = ["Pillow (>=9.4.0)", "absl-py", "decorator", "decord (==0.6.0)", "elasticsearch (<8.0.0)", "faiss-cpu (>=1.8.0.post1)", "jax (>=0.3.14)", "jaxlib (>=0.3.14)", "joblib (<1.3.0)", "joblibspark", "librosa", "lz4", "moto[server]", "polars[timezone] (>=0.20.0)", "protobuf (<4.0.0)", "py7zr", "pyspark (>=3.4)", "pytest", "pytest-datadir", "pytest-xdist", "rarfile (>=4.0)", "ruff (>=0.3.0)", "s3fs", "s3fs (>=2021.11.1)", "soundfile (>=0.12.1)", "soxr (>=0.4.0)", "sqlalchemy", "tensorflow (>=2.16.0)", "tensorflow (>=2.6.0)", "tensorflow (>=2.6.0)", "tiktoken", "torch", "torch (>=2.0.0)", "torchdata", "transformers", "transformers (>=4.42.0)", "zstandard"]
+docs = ["s3fs", "tensorflow (>=2.6.0)", "torch", "transformers"]
+jax = ["jax (>=0.3.14)", "jaxlib (>=0.3.14)"]
+quality = ["ruff (>=0.3.0)"]
+s3 = ["s3fs"]
+tensorflow = ["tensorflow (>=2.6.0)"]
+tensorflow-gpu = ["tensorflow (>=2.6.0)"]
+tests = ["Pillow (>=9.4.0)", "absl-py", "decorator", "decord (==0.6.0)", "elasticsearch (<8.0.0)", "faiss-cpu (>=1.8.0.post1)", "jax (>=0.3.14)", "jaxlib (>=0.3.14)", "joblib (<1.3.0)", "joblibspark", "librosa", "lz4", "moto[server]", "polars[timezone] (>=0.20.0)", "protobuf (<4.0.0)", "py7zr", "pyspark (>=3.4)", "pytest", "pytest-datadir", "pytest-xdist", "rarfile (>=4.0)", "s3fs (>=2021.11.1)", "soundfile (>=0.12.1)", "soxr (>=0.4.0)", "sqlalchemy", "tensorflow (>=2.16.0)", "tensorflow (>=2.6.0)", "tiktoken", "torch (>=2.0.0)", "torchdata", "transformers (>=4.42.0)", "zstandard"]
+tests-numpy2 = ["Pillow (>=9.4.0)", "absl-py", "decorator", "decord (==0.6.0)", "elasticsearch (<8.0.0)", "jax (>=0.3.14)", "jaxlib (>=0.3.14)", "joblib (<1.3.0)", "joblibspark", "lz4", "moto[server]", "polars[timezone] (>=0.20.0)", "protobuf (<4.0.0)", "py7zr", "pyspark (>=3.4)", "pytest", "pytest-datadir", "pytest-xdist", "rarfile (>=4.0)", "s3fs (>=2021.11.1)", "soundfile (>=0.12.1)", "soxr (>=0.4.0)", "sqlalchemy", "tiktoken", "torch (>=2.0.0)", "torchdata", "transformers (>=4.42.0)", "zstandard"]
+torch = ["torch"]
+vision = ["Pillow (>=9.4.0)"]
+
 [[package]]
 name = "debugpy"
 version = "1.8.2"
@@ -1209,21 +1251,58 @@ files = [
 [package.dependencies]
 packaging = "*"
 
+[[package]]
+name = "deptry"
+version = "0.20.0"
+description = "A command line utility to check for unused, missing and transitive dependencies in a Python project."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "deptry-0.20.0-cp38-abi3-macosx_10_12_x86_64.whl", hash = "sha256:41434d95124851b83cb05524d1a09ad6fea62006beafed2ef90a6b501c1b237f"},
+    {file = "deptry-0.20.0-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:b3b4b22d1406147de5d606a24042126cd74d52fdfdb0232b9c5fd0270d601610"},
+    {file = "deptry-0.20.0-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:012fb106dbea6ca95196cdcd75ac90c516c8f01292f7934f2e802a7cf025a660"},
+    {file = "deptry-0.20.0-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8ce3920e2bd6d2b4427ab31ab8efb94bbef897001c2d395782bc30002966d12d"},
+    {file = "deptry-0.20.0-cp38-abi3-win_amd64.whl", hash = "sha256:0c90ce64e637d0e902bc97c5a020adecfee9e9f09ee0bf4c61554994139bebdb"},
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+    {file = "deptry-0.20.0.tar.gz", hash = "sha256:62e9aaf3aea9e2ca66c85da98a0ba0290b4d3daea4e1d0ad937d447bd3c36402"},
+]
+
+[package.dependencies]
+click = ">=8.0.0,<9"
+colorama = {version = ">=0.4.6", markers = "sys_platform == \"win32\""}
+tomli = {version = ">=2.0.1", markers = "python_version < \"3.11\""}
+
 [[package]]
 name = "dill"
-version = "0.3.9"
+version = "0.3.8"
 description = "serialize all of Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "dill-0.3.9-py3-none-any.whl", hash = "sha256:468dff3b89520b474c0397703366b7b95eebe6303f108adf9b19da1f702be87a"},
-    {file = "dill-0.3.9.tar.gz", hash = "sha256:81aa267dddf68cbfe8029c42ca9ec6a4ab3b22371d1c450abc54422577b4512c"},
+    {file = "dill-0.3.8-py3-none-any.whl", hash = "sha256:c36ca9ffb54365bdd2f8eb3eff7d2a21237f8452b57ace88b1ac615b7e815bd7"},
+    {file = "dill-0.3.8.tar.gz", hash = "sha256:3ebe3c479ad625c4553aca177444d89b486b1d84982eeacded644afc0cf797ca"},
 ]
 
 [package.extras]
 graph = ["objgraph (>=1.7.2)"]
 profile = ["gprof2dot (>=2022.7.29)"]
 
+[[package]]
+name = "diskcache"
+version = "5.6.3"
+description = "Disk Cache -- Disk and file backed persistent cache."
+optional = false
+python-versions = ">=3"
+files = [
+    {file = "diskcache-5.6.3-py3-none-any.whl", hash = "sha256:5e31b2d5fbad117cc363ebaf6b689474db18a1f6438bc82358b024abd4c2ca19"},
+    {file = "diskcache-5.6.3.tar.gz", hash = "sha256:2c3a3fa2743d8535d832ec61c2054a1641f41775aa7c556758a109941e33e4fc"},
+]
+
 [[package]]
 name = "distro"
 version = "1.9.0"
@@ -1335,15 +1414,64 @@ files = [
     {file = "docstring_parser-0.16.tar.gz", hash = "sha256:538beabd0af1e2db0146b6bd3caa526c35a34d61af9fd2887f3a8a27a739aa6e"},
 ]
 
+[[package]]
+name = "dspy"
+version = "2.5.25"
+description = "DSPy"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "dspy-2.5.25-py3-none-any.whl", hash = "sha256:6c65dc49e1377f71fbe68dd90d851c7181898b46c36affd69de29cf0b125bb16"},
+    {file = "dspy-2.5.25.tar.gz", hash = "sha256:e35f391cd57ab9a822a95b91fe067eb3721b7f61e263913d9ae7b1df54f7fdd9"},
+]
+
+[package.dependencies]
+backoff = "*"
+datasets = "*"
+diskcache = "*"
+httpx = "*"
+joblib = ">=1.3,<2.0"
+json-repair = "*"
+litellm = "<=1.49.1"
+magicattr = ">=0.1.6,<0.2.0"
+openai = "*"
+optuna = "*"
+pandas = "*"
+pydantic = ">=2.0,<3.0"
+regex = "*"
+requests = "*"
+structlog = "*"
+tenacity = ">=8.2.3"
+tqdm = "*"
+ujson = "*"
+
+[package.extras]
+chromadb = ["chromadb (>=0.4.14,<0.5.0)"]
+faiss-cpu = ["faiss-cpu", "sentence-transformers"]
+fastembed = ["fastembed"]
+google-vertex-ai = ["google-cloud-aiplatform (==1.43.0)"]
+groq = ["groq (>=0.8.0,<0.9.0)"]
+lancedb = ["lancedb (>=0.11.0,<0.12.0)"]
+langfuse = ["langfuse (>=2.36.1,<2.37.0)"]
+marqo = ["marqo (>=3.1.0,<3.2.0)"]
+milvus = ["pymilvus (>=2.3.7,<2.4.0)"]
+mongodb = ["pymongo (>=3.12.0,<3.13.0)"]
+myscale = ["clickhouse-connect"]
+pgvector = ["pgvector (>=0.2.5,<0.3.0)", "psycopg2 (>=2.9.9,<2.10.0)"]
+pinecone = ["pinecone-client (>=2.2.4,<2.3.0)"]
+qdrant = ["fastembed", "qdrant-client"]
+snowflake = ["snowflake-snowpark-python"]
+weaviate = ["weaviate-client (>=4.6.5,<4.7.0)"]
+
 [[package]]
 name = "email-validator"
-version = "2.1.2"
+version = "2.2.0"
 description = "A robust email address syntax and deliverability validation library."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "email_validator-2.1.2-py3-none-any.whl", hash = "sha256:d89f6324e13b1e39889eab7f9ca2f91dc9aebb6fa50a6d8bd4329ab50f251115"},
-    {file = "email_validator-2.1.2.tar.gz", hash = "sha256:14c0f3d343c4beda37400421b39fa411bbe33a75df20825df73ad53e06a9f04c"},
+    {file = "email_validator-2.2.0-py3-none-any.whl", hash = "sha256:561977c2d73ce3611850a06fa56b414621e0c8faa9d66f2611407d87465da631"},
+    {file = "email_validator-2.2.0.tar.gz", hash = "sha256:cb690f344c617a714f22e66ae771445a1ceb46821152df8e165c5f9a364582b7"},
 ]
 
 [package.dependencies]
@@ -1378,6 +1506,19 @@ files = [
 [package.extras]
 tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich"]
 
+[[package]]
+name = "falkordb"
+version = "1.0.9"
+description = "Python client for interacting with FalkorDB database"
+optional = false
+python-versions = "<4.0,>=3.8"
+files = [
+    {file = "falkordb-1.0.9.tar.gz", hash = "sha256:177008e63c7e4d9ebbdfeb8cad24b0e49175bb0f6e96cac9b4ffb641c0eff0f1"},
+]
+
+[package.dependencies]
+redis = ">=5.0.1,<6.0.0"
+
 [[package]]
 name = "fastapi"
 version = "0.109.2"
@@ -1399,23 +1540,23 @@ all = ["email-validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)"
 
 [[package]]
 name = "fastapi-users"
-version = "13.0.0"
+version = "14.0.0"
 description = "Ready-to-use and customizable users management for FastAPI"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "fastapi_users-13.0.0-py3-none-any.whl", hash = "sha256:e6246529e3080a5b50e5afeed1e996663b661f1dc791a1ac478925cb5bfc0fa0"},
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+    {file = "fastapi_users-14.0.0-py3-none-any.whl", hash = "sha256:e1230e044ddc2209b890b5b5c6fc1d13def961298d40e01c2d28f8bc2fe8c4c7"},
+    {file = "fastapi_users-14.0.0.tar.gz", hash = "sha256:6dceefbd2db87a17f791ef431d616bb5ce40cb123da7922969b704cbee5e7384"},
 ]
 
 [package.dependencies]
-email-validator = ">=1.1.0,<2.2"
+email-validator = ">=1.1.0,<2.3"
 fastapi = ">=0.65.2"
 fastapi-users-db-sqlalchemy = {version = ">=6.0.0", optional = true, markers = "extra == \"sqlalchemy\""}
 makefun = ">=1.11.2,<2.0.0"
-pwdlib = {version = "0.2.0", extras = ["argon2", "bcrypt"]}
-pyjwt = {version = "2.8.0", extras = ["crypto"]}
-python-multipart = "0.0.9"
+pwdlib = {version = "0.2.1", extras = ["argon2", "bcrypt"]}
+pyjwt = {version = "2.9.0", extras = ["crypto"]}
+python-multipart = "0.0.17"
 
 [package.extras]
 beanie = ["fastapi-users-db-beanie (>=3.0.0)"]
@@ -1438,27 +1579,6 @@ files = [
 fastapi-users = ">=10.0.0"
 sqlalchemy = {version = ">=2.0.0,<2.1.0", extras = ["asyncio"]}
 
-[[package]]
-name = "fastembed"
-version = "0.2.7"
-description = "Fast, light, accurate library built for retrieval embedding generation"
-optional = false
-python-versions = "<3.13,>=3.8.0"
-files = [
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-]
-
-[package.dependencies]
-huggingface-hub = ">=0.20,<0.21"
-loguru = ">=0.7.2,<0.8.0"
-numpy = {version = ">=1.21", markers = "python_version < \"3.12\""}
-onnx = ">=1.15.0,<2.0.0"
-onnxruntime = ">=1.17.0,<2.0.0"
-requests = ">=2.31,<3.0"
-tokenizers = ">=0.15,<0.16"
-tqdm = ">=4.66,<5.0"
-
 [[package]]
 name = "fastjsonschema"
 version = "2.20.0"
@@ -1500,17 +1620,6 @@ files = [
     {file = "filetype-1.2.0.tar.gz", hash = "sha256:66b56cd6474bf41d8c54660347d37afcc3f7d1970648de365c102ef77548aadb"},
 ]
 
-[[package]]
-name = "flatbuffers"
-version = "24.3.25"
-description = "The FlatBuffers serialization format for Python"
-optional = false
-python-versions = "*"
-files = [
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-]
-
 [[package]]
 name = "fonttools"
 version = "4.54.1"
@@ -1696,15 +1805,18 @@ files = [
 
 [[package]]
 name = "fsspec"
-version = "2024.10.0"
+version = "2024.9.0"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "fsspec-2024.9.0-py3-none-any.whl", hash = "sha256:a0947d552d8a6efa72cc2c730b12c41d043509156966cca4fb157b0f2a0c574b"},
+    {file = "fsspec-2024.9.0.tar.gz", hash = "sha256:4b0afb90c2f21832df142f292649035d80b421f60a9e1c027802e5a0da2b04e8"},
 ]
 
+[package.dependencies]
+aiohttp = {version = "<4.0.0a0 || >4.0.0a0,<4.0.0a1 || >4.0.0a1", optional = true, markers = "extra == \"http\""}
+
 [package.extras]
 abfs = ["adlfs"]
 adl = ["adlfs"]
@@ -2019,79 +2131,86 @@ protobuf = ["grpcio-tools (>=1.67.1)"]
 
 [[package]]
 name = "grpcio-health-checking"
-version = "1.62.3"
+version = "1.67.1"
 description = "Standard Health Checking Service for gRPC"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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+    {file = "grpcio_health_checking-1.67.1-py3-none-any.whl", hash = "sha256:93753da5062152660aef2286c9b261e07dd87124a65e4dc9fbd47d1ce966b39d"},
+    {file = "grpcio_health_checking-1.67.1.tar.gz", hash = "sha256:ca90fa76a6afbb4fda71d734cb9767819bba14928b91e308cffbb0c311eb941e"},
 ]
 
 [package.dependencies]
-grpcio = ">=1.62.3"
-protobuf = ">=4.21.6"
+grpcio = ">=1.67.1"
+protobuf = ">=5.26.1,<6.0dev"
 
 [[package]]
 name = "grpcio-tools"
-version = "1.62.3"
+version = "1.67.1"
 description = "Protobuf code generator for gRPC"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 [package.dependencies]
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-protobuf = ">=4.21.6,<5.0dev"
+grpcio = ">=1.67.1"
+protobuf = ">=5.26.1,<6.0dev"
 setuptools = "*"
 
 [[package]]
@@ -2225,13 +2344,13 @@ socks = ["socksio (==1.*)"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.20.3"
+version = "0.26.2"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
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 python-versions = ">=3.8.0"
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 ]
 
 [package.dependencies]
@@ -2244,31 +2363,19 @@ tqdm = ">=4.42.1"
 typing-extensions = ">=3.7.4.3"
 
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-quality = ["mypy (==1.5.1)", "ruff (>=0.1.3)"]
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-torch = ["torch"]
+tensorflow-testing = ["keras (<3.0)", "tensorflow"]
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+torch = ["safetensors[torch]", "torch"]
 typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)"]
 
-[[package]]
-name = "humanfriendly"
-version = "10.0"
-description = "Human friendly output for text interfaces using Python"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
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-
 [[package]]
 name = "humanize"
 version = "4.11.0"
@@ -2366,34 +2473,37 @@ files = [
 
 [[package]]
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+version = "1.6.3"
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 python-versions = "<4.0,>=3.9"
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-tenacity = ">=8.4.1,<9.0.0"
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 [[package]]
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 [[package]]
@@ -2632,6 +2742,17 @@ files = [
     {file = "jsmin-3.0.1.tar.gz", hash = "sha256:c0959a121ef94542e807a674142606f7e90214a2b3d1eb17300244bbb5cc2bfc"},
 ]
 
+[[package]]
+name = "json-repair"
+version = "0.30.0"
+description = "A package to repair broken json strings"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "json_repair-0.30.0-py3-none-any.whl", hash = "sha256:bda4a5552dc12085c6363ff5acfcdb0c9cafc629989a2112081b7e205828228d"},
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+]
+
 [[package]]
 name = "json5"
 version = "0.9.25"
@@ -2643,6 +2764,20 @@ files = [
     {file = "json5-0.9.25.tar.gz", hash = "sha256:548e41b9be043f9426776f05df8635a00fe06104ea51ed24b67f908856e151ae"},
 ]
 
+[[package]]
+name = "jsonpatch"
+version = "1.33"
+description = "Apply JSON-Patches (RFC 6902)"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
+files = [
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+]
+
+[package.dependencies]
+jsonpointer = ">=1.9"
+
 [[package]]
 name = "jsonpath-ng"
 version = "1.7.0"
@@ -3079,6 +3214,54 @@ docs = ["mkdocs", "mkdocs-jupyter", "mkdocs-material", "mkdocstrings[python]"]
 embeddings = ["awscli (>=1.29.57)", "boto3 (>=1.28.57)", "botocore (>=1.31.57)", "cohere", "google-generativeai", "huggingface-hub", "instructorembedding", "ollama", "open-clip-torch", "openai (>=1.6.1)", "pillow", "sentence-transformers", "torch"]
 tests = ["aiohttp", "boto3", "duckdb", "pandas (>=1.4)", "polars (>=0.19)", "pytest", "pytest-asyncio", "pytest-mock", "pytz", "tantivy"]
 
+[[package]]
+name = "langchain-core"
+version = "0.3.15"
+description = "Building applications with LLMs through composability"
+optional = false
+python-versions = "<4.0,>=3.9"
+files = [
+    {file = "langchain_core-0.3.15-py3-none-any.whl", hash = "sha256:3d4ca6dbb8ed396a6ee061063832a2451b0ce8c345570f7b086ffa7288e4fa29"},
+    {file = "langchain_core-0.3.15.tar.gz", hash = "sha256:b1a29787a4ffb7ec2103b4e97d435287201da7809b369740dd1e32f176325aba"},
+]
+
+[package.dependencies]
+jsonpatch = ">=1.33,<2.0"
+langsmith = ">=0.1.125,<0.2.0"
+packaging = ">=23.2,<25"
+pydantic = {version = ">=2.5.2,<3.0.0", markers = "python_full_version < \"3.12.4\""}
+PyYAML = ">=5.3"
+tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
+typing-extensions = ">=4.7"
+
+[[package]]
+name = "langchain-text-splitters"
+version = "0.3.2"
+description = "LangChain text splitting utilities"
+optional = false
+python-versions = "<4.0,>=3.9"
+files = [
+    {file = "langchain_text_splitters-0.3.2-py3-none-any.whl", hash = "sha256:0db28c53f41d1bc024cdb3b1646741f6d46d5371e90f31e7e7c9fbe75d01c726"},
+    {file = "langchain_text_splitters-0.3.2.tar.gz", hash = "sha256:81e6515d9901d6dd8e35fb31ccd4f30f76d44b771890c789dc835ef9f16204df"},
+]
+
+[package.dependencies]
+langchain-core = ">=0.3.15,<0.4.0"
+
+[[package]]
+name = "langdetect"
+version = "1.0.9"
+description = "Language detection library ported from Google's language-detection."
+optional = false
+python-versions = "*"
+files = [
+    {file = "langdetect-1.0.9-py2-none-any.whl", hash = "sha256:7cbc0746252f19e76f77c0b1690aadf01963be835ef0cd4b56dddf2a8f1dfc2a"},
+    {file = "langdetect-1.0.9.tar.gz", hash = "sha256:cbc1fef89f8d062739774bd51eda3da3274006b3661d199c2655f6b3f6d605a0"},
+]
+
+[package.dependencies]
+six = "*"
+
 [[package]]
 name = "langfuse"
 version = "2.53.5"
@@ -3104,15 +3287,33 @@ langchain = ["langchain (>=0.0.309)"]
 llama-index = ["llama-index (>=0.10.12,<2.0.0)"]
 openai = ["openai (>=0.27.8)"]
 
+[[package]]
+name = "langsmith"
+version = "0.1.139"
+description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
+optional = false
+python-versions = "<4.0,>=3.8.1"
+files = [
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+    {file = "langsmith-0.1.139.tar.gz", hash = "sha256:2f9e4d32fef3ad7ef42c8506448cce3a31ad6b78bb4f3310db04ddaa1e9d744d"},
+]
+
+[package.dependencies]
+httpx = ">=0.23.0,<1"
+orjson = ">=3.9.14,<4.0.0"
+pydantic = {version = ">=1,<3", markers = "python_full_version < \"3.12.4\""}
+requests = ">=2,<3"
+requests-toolbelt = ">=1.0.0,<2.0.0"
+
 [[package]]
 name = "litellm"
-version = "1.51.3"
+version = "1.49.1"
 description = "Library to easily interface with LLM API providers"
 optional = false
 python-versions = "!=2.7.*,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,>=3.8"
 files = [
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-    {file = "litellm-1.51.3.tar.gz", hash = "sha256:31eff9fcbf7b058bac0fd7432c4ea0487e8555f12446a1f30e5862e33716f44d"},
+    {file = "litellm-1.49.1-py3-none-any.whl", hash = "sha256:2ba6689fe4ea3b0d69f56f2843caff6422497489e6252943b13ef1463f016728"},
+    {file = "litellm-1.49.1.tar.gz", hash = "sha256:f51450ad823c8bdf057017009ae8bcce1a2810690b2f0d9dcdaff04ddc68209a"},
 ]
 
 [package.dependencies]
@@ -3121,7 +3322,7 @@ click = "*"
 importlib-metadata = ">=6.8.0"
 jinja2 = ">=3.1.2,<4.0.0"
 jsonschema = ">=4.22.0,<5.0.0"
-openai = ">=1.52.0"
+openai = ">=1.51.0"
 pydantic = ">=2.0.0,<3.0.0"
 python-dotenv = ">=0.2.0"
 requests = ">=2.31.0,<3.0.0"
@@ -3133,23 +3334,15 @@ extra-proxy = ["azure-identity (>=1.15.0,<2.0.0)", "azure-keyvault-secrets (>=4.
 proxy = ["PyJWT (>=2.8.0,<3.0.0)", "apscheduler (>=3.10.4,<4.0.0)", "backoff", "cryptography (>=42.0.5,<43.0.0)", "fastapi (>=0.111.0,<0.112.0)", "fastapi-sso (>=0.10.0,<0.11.0)", "gunicorn (>=22.0.0,<23.0.0)", "orjson (>=3.9.7,<4.0.0)", "pynacl (>=1.5.0,<2.0.0)", "python-multipart (>=0.0.9,<0.0.10)", "pyyaml (>=6.0.1,<7.0.0)", "rq", "uvicorn (>=0.22.0,<0.23.0)"]
 
 [[package]]
-name = "loguru"
-version = "0.7.2"
-description = "Python logging made (stupidly) simple"
+name = "magicattr"
+version = "0.1.6"
+description = "A getattr and setattr that works on nested objects, lists, dicts, and any combination thereof without resorting to eval"
 optional = false
-python-versions = ">=3.5"
+python-versions = "*"
 files = [
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+signals = ["blinker (>=1.4.0)"]
+signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
 
 [[package]]
 name = "openai"
@@ -4119,6 +4255,33 @@ typing-extensions = ">=4.11,<5"
 [package.extras]
 datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
 
+[[package]]
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+description = "A hyperparameter optimization framework"
+optional = false
+python-versions = ">=3.7"
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+sqlalchemy = ">=1.3.0"
+tqdm = "*"
+
+[package.extras]
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+
 [[package]]
 name = "orjson"
 version = "3.10.11"
@@ -4354,42 +4517,6 @@ docs = ["Sphinx (>=2.4)", "sphinx-rtd-theme (>=1.2.2)", "urllib3 (<2)"]
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 test = ["Faker (>=1.0.8)", "allpairspy (>=2)", "click (>=6.2)", "pytest (>=6.0.1)", "pytest-md-report (>=0.6.2)"]
 
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-image = ["Pillow"]
-
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-[package.dependencies]
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-Pillow = ">=9.1"
-pypdfium2 = ">=4.18.0"
-
 [[package]]
 name = "pendulum"
 version = "3.0.0"
@@ -4830,22 +4957,22 @@ files = [
 
 [[package]]
 name = "protobuf"
-version = "4.25.5"
+version = "5.28.3"
 description = ""
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [[package]]
@@ -4923,22 +5050,22 @@ tests = ["pytest"]
 
 [[package]]
 name = "pwdlib"
-version = "0.2.0"
+version = "0.2.1"
 description = "Modern password hashing for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
-argon2-cffi = {version = "23.1.0", optional = true, markers = "extra == \"argon2\""}
-bcrypt = {version = "4.1.2", optional = true, markers = "extra == \"bcrypt\""}
+argon2-cffi = {version = ">=23.1.0,<24", optional = true, markers = "extra == \"argon2\""}
+bcrypt = {version = ">=4.1.2,<5", optional = true, markers = "extra == \"bcrypt\""}
 
 [package.extras]
-argon2 = ["argon2-cffi (==23.1.0)"]
-bcrypt = ["bcrypt (==4.1.2)"]
+argon2 = ["argon2-cffi (>=23.1.0,<24)"]
+bcrypt = ["bcrypt (>=4.1.2,<5)"]
 
 [[package]]
 name = "py"
@@ -5166,13 +5293,13 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pyjwt"
-version = "2.8.0"
+version = "2.9.0"
 description = "JSON Web Token implementation in Python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "pyjwt-2.9.0.tar.gz", hash = "sha256:7e1e5b56cc735432a7369cbfa0efe50fa113ebecdc04ae6922deba8b84582d0c"},
 ]
 
 [package.dependencies]
@@ -5180,8 +5307,8 @@ cryptography = {version = ">=3.4.0", optional = true, markers = "extra == \"cryp
 
 [package.extras]
 crypto = ["cryptography (>=3.4.0)"]
-dev = ["coverage[toml] (==5.0.4)", "cryptography (>=3.4.0)", "pre-commit", "pytest (>=6.0.0,<7.0.0)", "sphinx (>=4.5.0,<5.0.0)", "sphinx-rtd-theme", "zope.interface"]
-docs = ["sphinx (>=4.5.0,<5.0.0)", "sphinx-rtd-theme", "zope.interface"]
+dev = ["coverage[toml] (==5.0.4)", "cryptography (>=3.4.0)", "pre-commit", "pytest (>=6.0.0,<7.0.0)", "sphinx", "sphinx-rtd-theme", "zope.interface"]
+docs = ["sphinx", "sphinx-rtd-theme", "zope.interface"]
 tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 
 [[package]]
@@ -5292,42 +5419,6 @@ docs = ["myst_parser", "sphinx", "sphinx_rtd_theme"]
 full = ["Pillow (>=8.0.0)", "PyCryptodome", "cryptography"]
 image = ["Pillow (>=8.0.0)"]
 
-[[package]]
-name = "pypdfium2"
-version = "4.30.0"
-description = "Python bindings to PDFium"
-optional = false
-python-versions = ">=3.6"
-files = [
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-]
-
-[[package]]
-name = "pyreadline3"
-version = "3.5.4"
-description = "A python implementation of GNU readline."
-optional = false
-python-versions = ">=3.8"
-files = [
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-]
-
-[package.extras]
-dev = ["build", "flake8", "mypy", "pytest", "twine"]
-
 [[package]]
 name = "pytest"
 version = "7.4.4"
@@ -5409,18 +5500,15 @@ files = [
 
 [[package]]
 name = "python-multipart"
-version = "0.0.9"
+version = "0.0.17"
 description = "A streaming multipart parser for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "python_multipart-0.0.9-py3-none-any.whl", hash = "sha256:97ca7b8ea7b05f977dc3849c3ba99d51689822fab725c3703af7c866a0c2b215"},
-    {file = "python_multipart-0.0.9.tar.gz", hash = "sha256:03f54688c663f1b7977105f021043b0793151e4cb1c1a9d4a11fc13d622c4026"},
+    {file = "python_multipart-0.0.17-py3-none-any.whl", hash = "sha256:15dc4f487e0a9476cc1201261188ee0940165cffc94429b6fc565c4d3045cb5d"},
+    {file = "python_multipart-0.0.17.tar.gz", hash = "sha256:41330d831cae6e2f22902704ead2826ea038d0419530eadff3ea80175aec5538"},
 ]
 
-[package.extras]
-dev = ["atomicwrites (==1.4.1)", "attrs (==23.2.0)", "coverage (==7.4.1)", "hatch", "invoke (==2.2.0)", "more-itertools (==10.2.0)", "pbr (==6.0.0)", "pluggy (==1.4.0)", "py (==1.11.0)", "pytest (==8.0.0)", "pytest-cov (==4.1.0)", "pytest-timeout (==2.2.0)", "pyyaml (==6.0.1)", "ruff (==0.2.1)"]
-
 [[package]]
 name = "pytz"
 version = "2024.2"
@@ -5709,6 +5797,24 @@ files = [
 [package.extras]
 test = ["pytest (>=3.0)", "pytest-asyncio"]
 
+[[package]]
+name = "redis"
+version = "5.2.0"
+description = "Python client for Redis database and key-value store"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "redis-5.2.0-py3-none-any.whl", hash = "sha256:ae174f2bb3b1bf2b09d54bf3e51fbc1469cf6c10aa03e21141f51969801a7897"},
+    {file = "redis-5.2.0.tar.gz", hash = "sha256:0b1087665a771b1ff2e003aa5bdd354f15a70c9e25d5a7dbf9c722c16528a7b0"},
+]
+
+[package.dependencies]
+async-timeout = {version = ">=4.0.3", markers = "python_full_version < \"3.11.3\""}
+
+[package.extras]
+hiredis = ["hiredis (>=3.0.0)"]
+ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==23.2.1)", "requests (>=2.31.0)"]
+
 [[package]]
 name = "referencing"
 version = "0.35.1"
@@ -5848,6 +5954,38 @@ 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 = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
+    {file = "requests-oauthlib-1.3.1.tar.gz", hash = "sha256:75beac4a47881eeb94d5ea5d6ad31ef88856affe2332b9aafb52c6452ccf0d7a"},
+    {file = "requests_oauthlib-1.3.1-py2.py3-none-any.whl", hash = "sha256:2577c501a2fb8d05a304c09d090d6e47c306fef15809d102b327cf8364bddab5"},
+]
+
+[package.dependencies]
+oauthlib = ">=3.0.0"
+requests = ">=2.0.0"
+
+[package.extras]
+rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
+
+[[package]]
+name = "requests-toolbelt"
+version = "1.0.0"
+description = "A utility belt for advanced users of python-requests"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
+    {file = "requests-toolbelt-1.0.0.tar.gz", hash = "sha256:7681a0a3d047012b5bdc0ee37d7f8f07ebe76ab08caeccfc3921ce23c88d5bc6"},
+    {file = "requests_toolbelt-1.0.0-py2.py3-none-any.whl", hash = "sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06"},
+]
+
+[package.dependencies]
+requests = ">=2.0.1,<3.0.0"
+
 [[package]]
 name = "requirements-parser"
 version = "0.11.0"
@@ -6077,138 +6215,6 @@ botocore = ">=1.33.2,<2.0a.0"
 [package.extras]
 crt = ["botocore[crt] (>=1.33.2,<2.0a.0)"]
 
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 ]
 
 [package.dependencies]
-huggingface_hub = ">=0.16.4,<1.0"
+huggingface-hub = ">=0.16.4,<1.0"
 
 [package.extras]
 dev = ["tokenizers[testing]"]
-docs = ["setuptools_rust", "sphinx", "sphinx_rtd_theme"]
-testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests"]
+docs = ["setuptools-rust", "sphinx", "sphinx-rtd-theme"]
+testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests", "ruff"]
 
 [[package]]
 name = "tomli"
@@ -7106,72 +7047,27 @@ docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
 test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<8.2)", "pytest-mock", "pytest-mypy-testing"]
 
 [[package]]
-name = "transformers"
-version = "4.39.0"
-description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
+name = "tweepy"
+version = "4.14.0"
+description = "Twitter library for Python"
 optional = false
-python-versions = ">=3.8.0"
+python-versions = ">=3.7"
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 ]
 
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-packaging = ">=20.0"
-pyyaml = ">=5.1"
-regex = "!=2019.12.17"
-requests = "*"
-safetensors = ">=0.4.1"
-tokenizers = ">=0.14,<0.19"
-tqdm = ">=4.27"
+oauthlib = ">=3.2.0,<4"
+requests = ">=2.27.0,<3"
+requests-oauthlib = ">=1.2.0,<2"
 
 [package.extras]
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+
 [[package]]
 name = "yarl"
 version = "1.17.1"
@@ -7675,9 +7776,9 @@ type = ["pytest-mypy"]
 
 [extras]
 cli = []
-filesystem = []
+filesystem = ["botocore"]
 neo4j = ["neo4j"]
-notebook = ["overrides"]
+notebook = []
 postgres = ["psycopg2"]
 qdrant = ["qdrant-client"]
 weaviate = ["weaviate-client"]
@@ -7685,4 +7786,4 @@ weaviate = ["weaviate-client"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9.0,<3.12"
-content-hash = "ff80db17a3c84fdcccf4bcc9fe55af9ddf4a6761b2c2196e6b138c410fff0cae"
+content-hash = "dceb46cae617f58a3e9f5b5af585f88fb28c1a439835e3e89be615f81a8e0c8e"
diff --git a/pyproject.toml b/pyproject.toml
index 1c9d40508..caae8d0b1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -24,48 +24,46 @@ pydantic = "2.8.2"
 python-dotenv = "1.0.1"
 fastapi = "^0.109.2"
 uvicorn = "0.22.0"
+requests = "2.32.3"
+aiohttp = "3.10.10"
+typing_extensions = "4.12.2"
+dspy = "2.5.25"
+nest_asyncio = "1.6.0"
+numpy = "1.26.4"
+datasets = "3.1.0"
+falkordb = "1.0.9"
 boto3 = "^1.26.125"
+botocore="^1.35.54"
 gunicorn = "^20.1.0"
 sqlalchemy = "2.0.35"
-instructor = "1.3.5"
+instructor = "1.6.3"
 networkx = "^3.2.1"
-debugpy = "1.8.2"
-pyarrow = "15.0.0"
-pylint = "^3.0.3"
 aiosqlite = "^0.20.0"
 pandas = "2.0.3"
-greenlet = "^3.0.3"
-ruff = "^0.2.2"
 filetype = "^1.2.0"
 nltk = "^3.8.1"
 dlt = {extras = ["sqlalchemy"], version = "^1.2.0"}
-overrides = "^7.7.0"
 aiofiles = "^23.2.1"
 qdrant-client = "^1.9.0"
 graphistry = "^0.33.5"
-tenacity = "^8.2.3"
+tenacity = "^9.0.0"
 weaviate-client = "4.6.7"
 scikit-learn = "^1.5.0"
-fastembed = "0.2.7"
 pypdf = "^4.1.0"
 neo4j = "^5.20.0"
 jinja2 = "^3.1.3"
 matplotlib = "^3.8.3"
-structlog = "^24.1.0"
 tiktoken = "0.7.0"
+langchain_text_splitters = "0.3.2" 
+langsmith = "0.1.139"
+langdetect = "1.0.9"
 posthog = "^3.5.0"
 lancedb = "0.8.0"
-litellm = "1.51.3"
+litellm = "1.49.1"
 groq = "0.8.0"
-tantivy = "^0.22.0"
-tokenizers ="0.15.2"
-transformers ="4.39.0"
-python-multipart = "^0.0.9"
 langfuse = "^2.32.0"
-protobuf = "<5.0.0"
 pydantic-settings = "^2.2.1"
 anthropic = "^0.26.1"
-pdfplumber = "^0.11.1"
 sentry-sdk = {extras = ["fastapi"], version = "^2.9.0"}
 fastapi-users = { version = "*", extras = ["sqlalchemy"] }
 asyncpg = "^0.29.0"
@@ -88,6 +86,11 @@ pytest-asyncio = "^0.21.1"
 coverage = "^7.3.2"
 mypy = "^1.7.1"
 notebook = "^7.1.1"
+deptry = "^0.20.0"
+debugpy = "1.8.2"
+pylint = "^3.0.3"
+ruff = "^0.2.2"
+tweepy = "4.14.0"
 
 [tool.poetry.group.docs.dependencies]
 mkdocs-material = "^9.5.42"