diff --git a/README.md b/README.md
index 079eddac9..d8bfb5211 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,6 @@
 # PromethAI-Memory
 
+Memory management and testing for the AI Applications and RAGs
 
 
 
@@ -72,48 +73,69 @@
 
 ![Infographic Image](https://github.com/topoteretes/PromethAI-Memory/blob/main/infographic_final.png)
 
-## The Motivation
 
-Browsing the database of theresanaiforthat.com, we can observe around [7000 new, mostly semi-finished projects](https://theresanaiforthat.com/) in the field of applied AI, whose development is fueled by new improvements in foundation models and open-source community contributions.
+## Production-ready modern data platform
 
+
+Browsing the database of theresanaiforthat.com, we can observe around [7000 new, mostly semi-finished projects](https://theresanaiforthat.com/) in the field of applied AI.
 It seems it has never been easier to create a startup, build an app, and go to market… and fail.
 
-AI apps currently being pushed out still mostly feel and perform like demos.
+Decades of technological advancements have led to small teams being able to do in 2023 what in 2015 required a team of dozens.
+Yet, the AI apps currently being pushed out still mostly feel and perform like demos.
+The rise of this new profession is perhaps signaling the need for a solution that is not yet there — a solution that in its essence represents a Large Language Model (LLM) — [a powerful general problem solver](https://lilianweng.github.io/posts/2023-06-23-agent/?fbclid=IwAR1p0W-Mg_4WtjOCeE8E6s7pJZlTDCDLmcXqHYVIrEVisz_D_S8LfN6Vv20) — available in the palm of your hand 24/7/365.
 
-To address this issue, [dlthub](https://dlthub.com/) and [prometh.ai](http://prometh.ai/) will collaborate on productionizing a common use-case, progressing step by step. We will utilize the LLMs, frameworks, and services, refining the code until we attain a clearer understanding of what a modern LLM architecture stack might entail.
+To address this issue, [dlthub](https://dlthub.com/) and [prometh.ai](http://prometh.ai/) will collaborate on a productionizing a common use-case, progressing step by step. We will utilize the LLMs, frameworks, and services, refining the code until we attain a clearer understanding of what a modern LLM architecture stack might entail.
 
-We go on a journey and propose a new way to reason about Language Architecture for Agents based on cognitive sciences.
-
-#### Read more on our blog post [prometh.ai](http://prometh.ai/promethai-memory-blog-post-one)
-
-#### Or check this [Princeton paper](https://arxiv.org/abs/2309.02427) released after our demo
+## Read more on our blog post [prometh.ai](http://prometh.ai/promethai-memory-blog-post-on)
 
 
-## PromethAI-Memory Repo Structure
-
-The repository contains a set of folders that represent the steps in the evolution of the modern data stack from POC to production
-
-#### Level 1 - CMD script to process PDFs
-  We introduce the following concepts:
-  1. Structured output with Pydantic
-  2. CMD script to process custom PDFs
- 
-#### Level 2 - Memory Manager implemented in Python
+## Project Structure
 
+### Level 1 - OpenAI functions + Pydantic + DLTHub
+Scope: Give PDFs to the model and get the output in a structured format
+We introduce the following concepts:
+- Structured output with Pydantic
+- CMD script to process custom PDFs
+### Level 2 - Memory Manager + Metadata management
+Scope: Give PDFs to the model and consolidate with the previous user activity and more
 We introduce the following concepts:
-  1. Long Term Memory
-  2. Short Term Memory
-  3. Episodic Buffer
-  4. Attention Modulators
 
-The code at this level contains:
-  1. Simple PDF ingestion
-  2. FastAPI
-  3. Docker Image
-  4. Memory manager
-  5. Langchain-based Agent Simulator
-  6. Data schema
+- Long Term Memory -> store and format the data
+- Episodic Buffer -> isolate the working memory
+- Attention Modulators -> improve semantic search
+- Docker
+- API
+
+### Level 3 - Dynamic Memory Manager + DB + Rag Test Manager
+Scope: Store the data in N stores and test the retrieval with the Rag Test Manager
+- Dynamic Memory Manager -> store the data in N stores
+- Auto-generation of tests
+- Multiple file formats supported
+- Postgres DB to manage state
+- Docker
+- API
+
+
+## Run the level 3 
+
+```docker compose up promethai_mem   ```
+
+``` poetry shell ```
+
+Make sure to run 
+
+``` python scripts/create_database.py ```
+
+After that, you can run: 
+
+``` 
+    python rag_test_manager.py \
+    --url "https://www.ibiblio.org/ebooks/London/Call%20of%20Wild.pdf" \
+    --test_set "example_data/test_set.json" \
+    --user_id "666" \
+    --metadata "example_data/metadata.json"
+
+```
+
 
-## How to use
 
-Each of the folders contains a README to get started. 
diff --git a/level_2/poetry.lock b/level_2/poetry.lock
index 0c641e46b..c0559040f 100644
--- a/level_2/poetry.lock
+++ b/level_2/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
 
 [[package]]
 name = "aiohttp"
@@ -124,24 +124,24 @@ frozenlist = ">=1.1.0"
 
 [[package]]
 name = "anyio"
-version = "3.7.1"
+version = "4.0.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "anyio-3.7.1-py3-none-any.whl", hash = "sha256:91dee416e570e92c64041bd18b900d1d6fa78dff7048769ce5ac5ddad004fbb5"},
-    {file = "anyio-3.7.1.tar.gz", hash = "sha256:44a3c9aba0f5defa43261a8b3efb97891f2bd7d804e0e1f56419befa1adfc780"},
+    {file = "anyio-4.0.0-py3-none-any.whl", hash = "sha256:cfdb2b588b9fc25ede96d8db56ed50848b0b649dca3dd1df0b11f683bb9e0b5f"},
+    {file = "anyio-4.0.0.tar.gz", hash = "sha256:f7ed51751b2c2add651e5747c891b47e26d2a21be5d32d9311dfe9692f3e5d7a"},
 ]
 
 [package.dependencies]
-exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
+exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
 idna = ">=2.8"
 sniffio = ">=1.1"
 
 [package.extras]
-doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-jquery"]
-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)"]
+doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
+trio = ["trio (>=0.22)"]
 
 [[package]]
 name = "astunparse"
@@ -221,39 +221,45 @@ lxml = ["lxml"]
 
 [[package]]
 name = "blis"
-version = "0.7.10"
+version = "0.7.11"
 description = "The Blis BLAS-like linear algebra library, as a self-contained C-extension."
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [package.dependencies]
@@ -261,32 +267,32 @@ numpy = {version = ">=1.19.0", markers = "python_version >= \"3.9\""}
 
 [[package]]
 name = "boto3"
-version = "1.28.37"
+version = "1.28.60"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">= 3.7"
 files = [
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 [package.extras]
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 [[package]]
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+version = "1.31.60"
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 [package.dependencies]
@@ -310,13 +316,13 @@ files = [
 
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+version = "2.0.10"
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 python-versions = ">=3.6"
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 [package.dependencies]
@@ -408,86 +402,101 @@ pycparser = "*"
 
 [[package]]
 name = "charset-normalizer"
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 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
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 [[package]]
@@ -504,6 +513,26 @@ files = [
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
+[[package]]
+name = "cloudpathlib"
+version = "0.15.1"
+description = "pathlib-style classes for cloud storage services."
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
+[package.dependencies]
+typing_extensions = {version = ">4", markers = "python_version < \"3.11\""}
+
+[package.extras]
+all = ["cloudpathlib[azure]", "cloudpathlib[gs]", "cloudpathlib[s3]"]
+azure = ["azure-storage-blob (>=12)"]
+gs = ["google-cloud-storage"]
+s3 = ["boto3"]
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -517,13 +546,13 @@ files = [
 
 [[package]]
 name = "confection"
-version = "0.1.1"
+version = "0.1.3"
 description = "The sweetest config system for Python"
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [package.dependencies]
@@ -532,34 +561,34 @@ srsly = ">=2.4.0,<3.0.0"
 
 [[package]]
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-version = "41.0.3"
+version = "41.0.4"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
@@ -577,39 +606,44 @@ test-randomorder = ["pytest-randomly"]
 
 [[package]]
 name = "cymem"
-version = "2.0.7"
+version = "2.0.8"
 description = "Manage calls to calloc/free through Cython"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [[package]]
@@ -631,17 +665,6 @@ typing-inspect = ">=0.4.0"
 [package.extras]
 dev = ["flake8", "hypothesis", "ipython", "mypy (>=0.710)", "portray", "pytest (>=7.2.0)", "setuptools", "simplejson", "twine", "types-dataclasses", "wheel"]
 
-[[package]]
-name = "decorator"
-version = "5.1.1"
-description = "Decorators for Humans"
-optional = false
-python-versions = ">=3.5"
-files = [
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-
 [[package]]
 name = "deep-translator"
 version = "1.11.4"
@@ -664,13 +687,13 @@ pdf = ["pypdf (>=3.3.0,<4.0.0)"]
 
 [[package]]
 name = "deepeval"
-version = "0.10.12"
+version = "0.10.13"
 description = "Deep eval provides evaluation platform to accelerate development of LLMs and Agents"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [package.dependencies]
@@ -707,13 +730,13 @@ dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "sphinx (<2)", "tox"]
 
 [[package]]
 name = "dlt"
-version = "0.3.14"
+version = "0.3.18"
 description = "DLT is an open-source python-native scalable data loading framework that does not require any devops efforts to run."
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -726,7 +749,6 @@ gitpython = ">=3.1.29"
 giturlparse = ">=0.10.0"
 hexbytes = ">=0.2.2"
 humanize = ">=4.4.0"
-json-logging = "1.4.1rc0"
 jsonpath-ng = ">=1.5.3"
 makefun = ">=1.15.0"
 orjson = {version = ">=3.6.7", markers = "platform_python_implementation != \"PyPy\""}
@@ -747,20 +769,22 @@ typing-extensions = ">=4.0.0"
 tzdata = ">=2022.1"
 
 [package.extras]
-athena = ["boto3 (>=1.25)", "pyarrow (>=8.0.0)", "pyathena (>=2.9.6)", "s3fs (>=2022.4.0)"]
+athena = ["botocore (>=1.28)", "pyarrow (>=8.0.0)", "pyathena (>=2.9.6)", "s3fs (>=2022.4.0)"]
+az = ["adlfs (>=2022.4.0)"]
 bigquery = ["gcsfs (>=2022.4.0)", "google-cloud-bigquery (>=2.26.0)", "grpcio (>=1.50.0)", "pyarrow (>=8.0.0)"]
 cli = ["cron-descriptor (>=1.2.32)", "pipdeptree (>=2.9.0,<2.10)"]
 dbt = ["dbt-athena-community (>=1.2.0)", "dbt-bigquery (>=1.2.0)", "dbt-core (>=1.2.0)", "dbt-duckdb (>=1.2.0)", "dbt-redshift (>=1.2.0)", "dbt-snowflake (>=1.2.0)"]
 duckdb = ["duckdb (>=0.6.1,<0.9.0)"]
-filesystem = ["boto3 (>=1.25)", "s3fs (>=2022.4.0)"]
+filesystem = ["botocore (>=1.28)", "s3fs (>=2022.4.0)"]
 gcp = ["gcsfs (>=2022.4.0)", "google-cloud-bigquery (>=2.26.0)", "grpcio (>=1.50.0)"]
 gs = ["gcsfs (>=2022.4.0)"]
 motherduck = ["duckdb (>=0.6.1,<0.9.0)", "pyarrow (>=8.0.0)"]
+mssql = ["pyodbc (>=4.0.39,<5.0.0)"]
 parquet = ["pyarrow (>=8.0.0)"]
 postgres = ["psycopg2-binary (>=2.9.1)", "psycopg2cffi (>=2.9.0)"]
 pydantic = ["pydantic (>=1.10,<2.0)"]
 redshift = ["psycopg2-binary (>=2.9.1)", "psycopg2cffi (>=2.9.0)"]
-s3 = ["boto3 (>=1.25)", "s3fs (>=2022.4.0)"]
+s3 = ["botocore (>=1.28)", "s3fs (>=2022.4.0)"]
 snowflake = ["snowflake-connector-python[pandas] (>=2.9.0)"]
 weaviate = ["weaviate-client (>=3.22)"]
 
@@ -896,13 +920,13 @@ all = ["email-validator (>=1.1.1)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)"
 
 [[package]]
 name = "fastjsonschema"
-version = "2.18.0"
+version = "2.18.1"
 description = "Fastest Python implementation of JSON schema"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [package.extras]
@@ -910,21 +934,19 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
 name = "filelock"
-version = "3.12.3"
+version = "3.12.4"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
-[package.dependencies]
-typing-extensions = {version = ">=4.7.1", markers = "python_version < \"3.11\""}
-
 [package.extras]
 docs = ["furo (>=2023.7.26)", "sphinx (>=7.1.2)", "sphinx-autodoc-typehints (>=1.24)"]
 testing = ["covdefaults (>=2.3)", "coverage (>=7.3)", "diff-cover (>=7.7)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)", "pytest-timeout (>=2.1)"]
+typing = ["typing-extensions (>=4.7.1)"]
 
 [[package]]
 name = "frozenlist"
@@ -998,13 +1020,13 @@ files = [
 
 [[package]]
 name = "fsspec"
-version = "2023.6.0"
+version = "2023.9.2"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -1047,27 +1069,30 @@ smmap = ">=3.0.1,<6"
 
 [[package]]
 name = "gitpython"
-version = "3.1.32"
+version = "3.1.37"
 description = "GitPython is a Python library used to interact with Git repositories"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "GitPython-3.1.32-py3-none-any.whl", hash = "sha256:e3d59b1c2c6ebb9dfa7a184daf3b6dd4914237e7488a1730a6d8f6f5d0b4187f"},
-    {file = "GitPython-3.1.32.tar.gz", hash = "sha256:8d9b8cb1e80b9735e8717c9362079d3ce4c6e5ddeebedd0361b228c3a67a62f6"},
+    {file = "GitPython-3.1.37-py3-none-any.whl", hash = "sha256:5f4c4187de49616d710a77e98ddf17b4782060a1788df441846bddefbb89ab33"},
+    {file = "GitPython-3.1.37.tar.gz", hash = "sha256:f9b9ddc0761c125d5780eab2d64be4873fc6817c2899cbcb34b02344bdc7bc54"},
 ]
 
 [package.dependencies]
 gitdb = ">=4.0.1,<5"
 
+[package.extras]
+test = ["black", "coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mypy", "pre-commit", "pytest", "pytest-cov", "pytest-sugar"]
+
 [[package]]
 name = "giturlparse"
-version = "0.11.1"
+version = "0.12.0"
 description = "A Git URL parsing module (supports parsing and rewriting)"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "giturlparse-0.11.1-py2.py3-none-any.whl", hash = "sha256:6422f25c8ca563e1a3cb6b85862e48614be804cd1334e6d84be5630eb26b343f"},
-    {file = "giturlparse-0.11.1.tar.gz", hash = "sha256:cdbe0c062096c69e00f08397826dddebc1f73bc15b793994579c13aafc70c990"},
+    {file = "giturlparse-0.12.0-py2.py3-none-any.whl", hash = "sha256:412b74f2855f1da2fefa89fd8dde62df48476077a72fc19b62039554d27360eb"},
+    {file = "giturlparse-0.12.0.tar.gz", hash = "sha256:c0fff7c21acc435491b1779566e038757a205c1ffdcb47e4f81ea52ad8c3859a"},
 ]
 
 [[package]]
@@ -1098,13 +1123,13 @@ requests = ">=2.20.0,<3.0"
 
 [[package]]
 name = "gptcache"
-version = "0.1.40"
+version = "0.1.42"
 description = "GPTCache, a powerful caching library that can be used to speed up and lower the cost of chat applications that rely on the LLM service. GPTCache works as a memcache for AIGC applications, similar to how Redis works for traditional applications."
 optional = false
 python-versions = ">=3.8.1"
 files = [
-    {file = "gptcache-0.1.40-py3-none-any.whl", hash = "sha256:ba323e5e46b100fa7663b5f4d164cc2aee60f343184ed03ec2d2bb95e9f47c50"},
-    {file = "gptcache-0.1.40.tar.gz", hash = "sha256:5fe4bcf3a45946177cb845b3e1ec01159f10622600e1384b9de0c7c6065d10d5"},
+    {file = "gptcache-0.1.42-py3-none-any.whl", hash = "sha256:8da93cd9fdc3a1c09aae25b688823b4a5bc28dcfa4522e33617f3f7a9e5b8bb0"},
+    {file = "gptcache-0.1.42.tar.gz", hash = "sha256:17339c41d992bd47c623c716be3bd915dba2687a0fa52aa4ab4ed9cc7cc2b256"},
 ]
 
 [package.dependencies]
@@ -1235,13 +1260,13 @@ test = ["eth-utils (>=1.0.1,<3)", "hypothesis (>=3.44.24,<=6.31.6)", "pytest (>=
 
 [[package]]
 name = "httpcore"
-version = "0.17.3"
+version = "0.18.0"
 description = "A minimal low-level HTTP client."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "httpcore-0.17.3-py3-none-any.whl", hash = "sha256:c2789b767ddddfa2a5782e3199b2b7f6894540b17b16ec26b2c4d8e103510b87"},
-    {file = "httpcore-0.17.3.tar.gz", hash = "sha256:a6f30213335e34c1ade7be6ec7c47f19f50c56db36abef1a9dfa3815b1cb3888"},
+    {file = "httpcore-0.18.0-py3-none-any.whl", hash = "sha256:adc5398ee0a476567bf87467063ee63584a8bce86078bf748e48754f60202ced"},
+    {file = "httpcore-0.18.0.tar.gz", hash = "sha256:13b5e5cd1dca1a6636a6aaea212b19f4f85cd88c366a2b82304181b769aab3c9"},
 ]
 
 [package.dependencies]
@@ -1256,18 +1281,18 @@ socks = ["socksio (==1.*)"]
 
 [[package]]
 name = "httpx"
-version = "0.24.1"
+version = "0.25.0"
 description = "The next generation HTTP client."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "httpx-0.24.1-py3-none-any.whl", hash = "sha256:06781eb9ac53cde990577af654bd990a4949de37a28bdb4a230d434f3a30b9bd"},
-    {file = "httpx-0.24.1.tar.gz", hash = "sha256:5853a43053df830c20f8110c5e69fe44d035d850b2dfe795e196f00fdb774bdd"},
+    {file = "httpx-0.25.0-py3-none-any.whl", hash = "sha256:181ea7f8ba3a82578be86ef4171554dd45fec26a02556a744db029a0a27b7100"},
+    {file = "httpx-0.25.0.tar.gz", hash = "sha256:47ecda285389cb32bb2691cc6e069e3ab0205956f681c5b2ad2325719751d875"},
 ]
 
 [package.dependencies]
 certifi = "*"
-httpcore = ">=0.15.0,<0.18.0"
+httpcore = ">=0.18.0,<0.19.0"
 idna = "*"
 sniffio = "*"
 
@@ -1384,17 +1409,6 @@ files = [
     {file = "joblib-1.3.2.tar.gz", hash = "sha256:92f865e621e17784e7955080b6d042489e3b8e294949cc44c6eac304f59772b1"},
 ]
 
-[[package]]
-name = "json-logging"
-version = "1.4.1rc0"
-description = "JSON Python Logging"
-optional = false
-python-versions = "*"
-files = [
-    {file = "json-logging-1.4.1rc0.tar.gz", hash = "sha256:381e00495bbd619d09c8c3d1fdd72c843f7045797ab63b42cfec5f7961e5b3f6"},
-    {file = "json_logging-1.4.1rc0-py2.py3-none-any.whl", hash = "sha256:2b787c28f31fb4d8aabac16ac3816326031d92dd054bdabc9bbe68eb10864f77"},
-]
-
 [[package]]
 name = "jsonpatch"
 version = "1.33"
@@ -1411,20 +1425,17 @@ jsonpointer = ">=1.9"
 
 [[package]]
 name = "jsonpath-ng"
-version = "1.5.3"
+version = "1.6.0"
 description = "A final implementation of JSONPath for Python that aims to be standard compliant, including arithmetic and binary comparison operators and providing clear AST for metaprogramming."
 optional = false
 python-versions = "*"
 files = [
-    {file = "jsonpath-ng-1.5.3.tar.gz", hash = "sha256:a273b182a82c1256daab86a313b937059261b5c5f8c4fa3fc38b882b344dd567"},
-    {file = "jsonpath_ng-1.5.3-py2-none-any.whl", hash = "sha256:f75b95dbecb8a0f3b86fd2ead21c2b022c3f5770957492b9b6196ecccfeb10aa"},
-    {file = "jsonpath_ng-1.5.3-py3-none-any.whl", hash = "sha256:292a93569d74029ba75ac2dc3d3630fc0e17b2df26119a165fa1d498ca47bf65"},
+    {file = "jsonpath-ng-1.6.0.tar.gz", hash = "sha256:5483f8e9d74c39c9abfab554c070ae783c1c8cbadf5df60d561bc705ac68a07e"},
+    {file = "jsonpath_ng-1.6.0-py3-none-any.whl", hash = "sha256:6fd04833412c4b3d9299edf369542f5e67095ca84efa17cbb7f06a34958adc9f"},
 ]
 
 [package.dependencies]
-decorator = "*"
 ply = "*"
-six = "*"
 
 [[package]]
 name = "jsonpointer"
@@ -1491,13 +1502,13 @@ data = ["language-data (>=1.1,<2.0)"]
 
 [[package]]
 name = "langsmith"
-version = "0.0.28"
+version = "0.0.42"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
-    {file = "langsmith-0.0.28-py3-none-any.whl", hash = "sha256:f398782f41526c74e141e68fa28b9020e0be4bde18a1d4a76b357c8272fb81bd"},
-    {file = "langsmith-0.0.28.tar.gz", hash = "sha256:34c15f9a8908be180001c58048b659ece6320d0bf8ffce4ca496a2428b35646e"},
+    {file = "langsmith-0.0.42-py3-none-any.whl", hash = "sha256:e10a5084bdd71735a00e91850d4a293b6206825834027676d76fec8d0d044d0a"},
+    {file = "langsmith-0.0.42.tar.gz", hash = "sha256:66fec6bce07cd18c8d9a7b9d7be216de5f7a93790c2f4cf37efb6956f9fffbf6"},
 ]
 
 [package.dependencies]
@@ -1506,13 +1517,13 @@ requests = ">=2,<3"
 
 [[package]]
 name = "loguru"
-version = "0.7.0"
+version = "0.7.2"
 description = "Python logging made (stupidly) simple"
 optional = false
 python-versions = ">=3.5"
 files = [
-    {file = "loguru-0.7.0-py3-none-any.whl", hash = "sha256:b93aa30099fa6860d4727f1b81f8718e965bb96253fa190fab2077aaad6d15d3"},
-    {file = "loguru-0.7.0.tar.gz", hash = "sha256:1612053ced6ae84d7959dd7d5e431a0532642237ec21f7fd83ac73fe539e03e1"},
+    {file = "loguru-0.7.2-py3-none-any.whl", hash = "sha256:003d71e3d3ed35f0f8984898359d65b79e5b21943f78af86aa5491210429b8eb"},
+    {file = "loguru-0.7.2.tar.gz", hash = "sha256:e671a53522515f34fd406340ee968cb9ecafbc4b36c679da03c18fd8d0bd51ac"},
 ]
 
 [package.dependencies]
@@ -1520,7 +1531,7 @@ colorama = {version = ">=0.3.4", markers = "sys_platform == \"win32\""}
 win32-setctime = {version = ">=1.0.0", markers = "sys_platform == \"win32\""}
 
 [package.extras]
-dev = ["Sphinx (==5.3.0)", "colorama (==0.4.5)", "colorama (==0.4.6)", "freezegun (==1.1.0)", "freezegun (==1.2.2)", "mypy (==v0.910)", "mypy (==v0.971)", "mypy (==v0.990)", "pre-commit (==3.2.1)", "pytest (==6.1.2)", "pytest (==7.2.1)", "pytest-cov (==2.12.1)", "pytest-cov (==4.0.0)", "pytest-mypy-plugins (==1.10.1)", "pytest-mypy-plugins (==1.9.3)", "sphinx-autobuild (==2021.3.14)", "sphinx-rtd-theme (==1.2.0)", "tox (==3.27.1)", "tox (==4.4.6)"]
+dev = ["Sphinx (==7.2.5)", "colorama (==0.4.5)", "colorama (==0.4.6)", "exceptiongroup (==1.1.3)", "freezegun (==1.1.0)", "freezegun (==1.2.2)", "mypy (==v0.910)", "mypy (==v0.971)", "mypy (==v1.4.1)", "mypy (==v1.5.1)", "pre-commit (==3.4.0)", "pytest (==6.1.2)", "pytest (==7.4.0)", "pytest-cov (==2.12.1)", "pytest-cov (==4.1.0)", "pytest-mypy-plugins (==1.9.3)", "pytest-mypy-plugins (==3.0.0)", "sphinx-autobuild (==2021.3.14)", "sphinx-rtd-theme (==1.3.0)", "tox (==3.27.1)", "tox (==4.11.0)"]
 
 [[package]]
 name = "makefun"
@@ -1652,13 +1663,13 @@ marshmallow = ">=2.0.0"
 
 [[package]]
 name = "marvin"
-version = "1.3.0"
+version = "1.5.1"
 description = "A lightweight AI engineering framework for building natural language interfaces that are reliable, scalable, and easy to trust."
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "marvin-1.3.0-py3-none-any.whl", hash = "sha256:ee220a21403bb54aa96dd9e6d0c6f6d0bf85eedcbef1474c87bf1eec6fbdb7e6"},
-    {file = "marvin-1.3.0.tar.gz", hash = "sha256:0ef861b30639f45333694271446a2e4bc293e91a6d6f36deb0775d4bb9cbd9fa"},
+    {file = "marvin-1.5.1-py3-none-any.whl", hash = "sha256:594c350839630e2e7284f39c12b28ea6d70665bda668de774d212b791b361247"},
+    {file = "marvin-1.5.1.tar.gz", hash = "sha256:5a0c8a93e83980e7267150f42e6fbb1ffd1ec413525466ceb00c7ce540cf6ff6"},
 ]
 
 [package.dependencies]
@@ -1668,7 +1679,7 @@ httpx = ">=0.24.1"
 jinja2 = ">=3.1.2"
 jsonpatch = ">=1.33"
 openai = ">=0.27.8"
-pydantic = {version = ">=1.10.7,<2.0.0", extras = ["dotenv"]}
+pydantic = {version = ">=1.10.7", extras = ["dotenv"]}
 rich = ">=12"
 tiktoken = ">=0.4.0"
 typer = ">=0.9.0"
@@ -1683,8 +1694,9 @@ framework = ["aiosqlite (>=0.19.0)", "alembic (>=1.11.1)", "bcrypt (>=4.0.1)", "
 generator = ["datamodel-code-generator (>=0.20.0)"]
 lancedb = ["lancedb (>=0.1.8)"]
 openai = ["openai (>=0.27.8)", "tiktoken (>=0.4.0)"]
+serpapi = ["google-search-results (>=2.4.2)"]
 slackbot = ["cachetools (>=5.3.1)", "numpy (>=1.21.2)"]
-tests = ["marvin[anthropic,openai]", "pytest (>=7.3.1,<7.4.0)", "pytest-asyncio (>=0.20,<1.0)", "pytest-env (>=0.8,<1.0)", "pytest-rerunfailures (>=10,<13)", "pytest-sugar (>=0.9,<1.0)"]
+tests = ["marvin[anthropic,openai]", "pydantic-settings (>=2.0.0)", "pytest (>=7.3.1,<7.4.0)", "pytest-asyncio (>=0.20,<1.0)", "pytest-env (>=0.8,<2.0)", "pytest-rerunfailures (>=10,<13)", "pytest-sugar (>=0.9,<1.0)"]
 
 [[package]]
 name = "mdurl"
@@ -1799,39 +1811,44 @@ files = [
 
 [[package]]
 name = "murmurhash"
-version = "1.0.9"
+version = "1.0.10"
 description = "Cython bindings for MurmurHash"
 optional = false
 python-versions = ">=3.6"
 files = [
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 [[package]]
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 description = "Fast numerical expression evaluator for NumPy"
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 ]
 
 [package.dependencies]
@@ -1988,71 +2004,71 @@ wandb = ["numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1
 
 [[package]]
 name = "orjson"
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+version = "3.9.7"
 description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
 optional = false
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 [[package]]
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 [package.dependencies]
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 ]
 
 [package.dependencies]
@@ -2545,13 +2564,13 @@ files = [
 
 [[package]]
 name = "pypdf"
-version = "3.15.4"
+version = "3.16.2"
 description = "A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files"
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [package.extras]
@@ -2575,13 +2594,13 @@ files = [
 
 [[package]]
 name = "pytest"
-version = "7.4.0"
+version = "7.4.2"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -2709,13 +2728,13 @@ unidecode = ["Unidecode (>=1.1.1)"]
 
 [[package]]
 name = "pytz"
-version = "2023.3"
+version = "2023.3.post1"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [[package]]
@@ -2798,99 +2817,99 @@ ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==20.0.1)", "requests (>=2.26.0)"
 
 [[package]]
 name = "regex"
-version = "2023.8.8"
+version = "2023.10.3"
 description = "Alternative regular expression module, to replace re."
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 [[package]]
@@ -2949,13 +2968,13 @@ types-setuptools = ">=57.0.0"
 
 [[package]]
 name = "rich"
-version = "13.5.2"
+version = "13.6.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.7.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -2981,13 +3000,13 @@ pyasn1 = ">=0.1.3"
 
 [[package]]
 name = "s3transfer"
-version = "0.6.2"
+version = "0.7.0"
 description = "An Amazon S3 Transfer Manager"
 optional = false
 python-versions = ">= 3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -3077,37 +3096,42 @@ torch = ["numpy (>=1.21.6)", "torch (>=1.10)"]
 
 [[package]]
 name = "scikit-learn"
-version = "1.3.0"
+version = "1.3.1"
 description = "A set of python modules for machine learning and data mining"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
 joblib = ">=1.1.1"
-numpy = ">=1.17.3"
+numpy = ">=1.17.3,<2.0"
 scipy = ">=1.5.0"
 threadpoolctl = ">=2.0.0"
 
@@ -3157,13 +3181,13 @@ test = ["asv", "gmpy2", "mpmath", "pytest", "pytest-cov", "pytest-xdist", "sciki
 
 [[package]]
 name = "selenium"
-version = "4.11.2"
+version = "4.13.0"
 description = ""
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "selenium-4.13.0.tar.gz", hash = "sha256:3c413a4f1b8af67824703195e3b1c19cfb1c3186c799efa035d55fd59d6dd59f"},
 ]
 
 [package.dependencies]
@@ -3261,19 +3285,19 @@ files = [
 
 [[package]]
 name = "setuptools"
-version = "68.1.2"
+version = "68.2.2"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "setuptools-68.2.2.tar.gz", hash = "sha256:4ac1475276d2f1c48684874089fefcd83bd7162ddaafb81fac866ba0db282a87"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5,<=7.1.2)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
 testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
-testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
+testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.1)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
 name = "simplejson"
@@ -3382,13 +3406,13 @@ files = [
 
 [[package]]
 name = "smart-open"
-version = "6.3.0"
+version = "6.4.0"
 description = "Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)"
 optional = false
 python-versions = ">=3.6,<4.0"
 files = [
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 ]
 
 [package.extras]
@@ -3403,13 +3427,13 @@ webhdfs = ["requests"]
 
 [[package]]
 name = "smmap"
-version = "5.0.0"
+version = "5.0.1"
 description = "A pure Python implementation of a sliding window memory map manager"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
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 ]
 
 [[package]]
@@ -3436,50 +3460,52 @@ files = [
 
 [[package]]
 name = "soupsieve"
-version = "2.4.1"
+version = "2.5"
 description = "A modern CSS selector implementation for Beautiful Soup."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
 name = "spacy"
-version = "3.6.1"
+version = "3.7.1"
 description = "Industrial-strength Natural Language Processing (NLP) in Python"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
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 [package.dependencies]
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 jinja2 = "*"
 langcodes = ">=3.2.0,<4.0.0"
 murmurhash = ">=0.28.0,<1.1.0"
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 packaging = ">=20.0"
 pathy = ">=0.10.0"
 preshed = ">=3.0.2,<3.1.0"
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 tqdm = ">=4.38.0,<5.0.0"
 typer = ">=0.3.0,<0.10.0"
 wasabi = ">=0.9.1,<1.2.0"
+weasel = ">=0.1.0,<0.4.0"
 
 [package.extras]
 apple = ["thinc-apple-ops (>=0.1.0.dev0,<1.0.0)"]
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 th = ["pythainlp (>=2.0)"]
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 [[package]]
 name = "spacy-legacy"
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 [package.dependencies]
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 [[package]]
 name = "tokenizers"
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-description = "Fast and Customizable Tokenizers"
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+
 [package.extras]
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-docs = ["setuptools-rust", "sphinx", "sphinx-rtd-theme"]
+dev = ["tokenizers[testing]"]
+docs = ["setuptools_rust", "sphinx", "sphinx_rtd_theme"]
 testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests"]
 
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 ]
 
 [package.dependencies]
 filelock = "*"
+fsspec = "*"
 jinja2 = "*"
 networkx = "*"
 sympy = "*"
@@ -3990,38 +4090,38 @@ opt-einsum = ["opt-einsum (>=3.3)"]
 
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 requests = "*"
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 [package.extras]
 scipy = ["scipy"]
@@ -4048,39 +4148,39 @@ telegram = ["requests"]
 
 [[package]]
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 description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
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+docs = ["Pillow (<10.0.0)", "accelerate (>=0.20.3)", "av (==9.2.0)", "codecarbon (==1.2.0)", "decord (==0.6.0)", "flax (>=0.4.1,<=0.7.0)", "hf-doc-builder", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "phonemizer", "protobuf", "pyctcdecode (>=0.4.0)", "ray[tune]", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>=2.6,<2.15)", "tensorflow-text (<2.15)", "tf2onnx", "timm", "tokenizers (>=0.14,<0.15)", "torch (>=1.10,!=1.12.0)", "torchaudio", "torchvision"]
 docs-specific = ["hf-doc-builder"]
 fairscale = ["fairscale (>0.3)"]
 flax = ["flax (>=0.4.1,<=0.7.0)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "optax (>=0.0.8,<=0.1.4)"]
@@ -4103,15 +4203,15 @@ sigopt = ["sigopt"]
 sklearn = ["scikit-learn"]
 speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
 testing = ["GitPython (<3.1.19)", "beautifulsoup4", "black (>=23.1,<24.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder (>=0.3.0)", "nltk", "parameterized", "protobuf", "psutil", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "timeout-decorator"]
-tf = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow (>=2.6,<2.14)", "tensorflow-text (<2.14)", "tf2onnx"]
-tf-cpu = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow-cpu (>=2.6,<2.14)", "tensorflow-text (<2.14)", "tf2onnx"]
+tf = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow (>=2.6,<2.15)", "tensorflow-text (<2.15)", "tf2onnx"]
+tf-cpu = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow-cpu (>=2.6,<2.15)", "tensorflow-text (<2.15)", "tf2onnx"]
 tf-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
 timm = ["timm"]
-tokenizers = ["tokenizers (>=0.11.1,!=0.11.3,<0.14)"]
-torch = ["accelerate (>=0.20.3)", "torch (>=1.9,!=1.12.0)"]
+tokenizers = ["tokenizers (>=0.14,<0.15)"]
+torch = ["accelerate (>=0.20.3)", "torch (>=1.10,!=1.12.0)"]
 torch-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
 torch-vision = ["Pillow (<10.0.0)", "torchvision"]
-torchhub = ["filelock", "huggingface-hub (>=0.15.1,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.9,!=1.12.0)", "tqdm (>=4.27)"]
+torchhub = ["filelock", "huggingface-hub (>=0.16.4,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.14,<0.15)", "torch (>=1.10,!=1.12.0)", "tqdm (>=4.27)"]
 video = ["av (==9.2.0)", "decord (==0.6.0)"]
 vision = ["Pillow (<10.0.0)"]
 
@@ -4137,17 +4237,17 @@ sortedcontainers = "*"
 
 [[package]]
 name = "trio-websocket"
-version = "0.10.3"
+version = "0.11.1"
 description = "WebSocket library for Trio"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "trio-websocket-0.10.3.tar.gz", hash = "sha256:1a748604ad906a7dcab9a43c6eb5681e37de4793ba0847ef0bc9486933ed027b"},
-    {file = "trio_websocket-0.10.3-py3-none-any.whl", hash = "sha256:a9937d48e8132ebf833019efde2a52ca82d223a30a7ea3e8d60a7d28f75a4e3a"},
+    {file = "trio-websocket-0.11.1.tar.gz", hash = "sha256:18c11793647703c158b1f6e62de638acada927344d534e3c7628eedcb746839f"},
+    {file = "trio_websocket-0.11.1-py3-none-any.whl", hash = "sha256:520d046b0d030cf970b8b2b2e00c4c2245b3807853ecd44214acd33d74581638"},
 ]
 
 [package.dependencies]
-exceptiongroup = "*"
+exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
 trio = ">=0.11"
 wsproto = ">=0.14"
 
@@ -4174,24 +4274,24 @@ test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.
 
 [[package]]
 name = "types-setuptools"
-version = "68.1.0.0"
+version = "68.2.0.0"
 description = "Typing stubs for setuptools"
 optional = false
 python-versions = "*"
 files = [
-    {file = "types-setuptools-68.1.0.0.tar.gz", hash = "sha256:2bc9b0c0818f77bdcec619970e452b320a423bb3ac074f5f8bc9300ac281c4ae"},
-    {file = "types_setuptools-68.1.0.0-py3-none-any.whl", hash = "sha256:0c1618fb14850cb482adbec602bbb519c43f24942d66d66196bc7528320f33b1"},
+    {file = "types-setuptools-68.2.0.0.tar.gz", hash = "sha256:a4216f1e2ef29d089877b3af3ab2acf489eb869ccaf905125c69d2dc3932fd85"},
+    {file = "types_setuptools-68.2.0.0-py3-none-any.whl", hash = "sha256:77edcc843e53f8fc83bb1a840684841f3dc804ec94562623bfa2ea70d5a2ba1b"},
 ]
 
 [[package]]
 name = "typing-extensions"
-version = "4.7.1"
-description = "Backported and Experimental Type Hints for Python 3.7+"
+version = "4.8.0"
+description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "typing_extensions-4.7.1-py3-none-any.whl", hash = "sha256:440d5dd3af93b060174bf433bccd69b0babc3b15b1a8dca43789fd7f61514b36"},
-    {file = "typing_extensions-4.7.1.tar.gz", hash = "sha256:b75ddc264f0ba5615db7ba217daeb99701ad295353c45f9e95963337ceeeffb2"},
+    {file = "typing_extensions-4.8.0-py3-none-any.whl", hash = "sha256:8f92fc8806f9a6b641eaa5318da32b44d401efaac0f6678c9bc448ba3605faa0"},
+    {file = "typing_extensions-4.8.0.tar.gz", hash = "sha256:df8e4339e9cb77357558cbdbceca33c303714cf861d1eef15e1070055ae8b7ef"},
 ]
 
 [[package]]
@@ -4222,20 +4322,20 @@ files = [
 
 [[package]]
 name = "urllib3"
-version = "1.26.16"
+version = "1.26.17"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 files = [
-    {file = "urllib3-1.26.16-py2.py3-none-any.whl", hash = "sha256:8d36afa7616d8ab714608411b4a3b13e58f463aee519024578e062e141dce20f"},
-    {file = "urllib3-1.26.16.tar.gz", hash = "sha256:8f135f6502756bde6b2a9b28989df5fbe87c9970cecaa69041edcce7f0589b14"},
+    {file = "urllib3-1.26.17-py2.py3-none-any.whl", hash = "sha256:94a757d178c9be92ef5539b8840d48dc9cf1b2709c9d6b588232a055c524458b"},
+    {file = "urllib3-1.26.17.tar.gz", hash = "sha256:24d6a242c28d29af46c3fae832c36db3bbebcc533dd1bb549172cd739c82df21"},
 ]
 
 [package.dependencies]
 PySocks = {version = ">=1.5.6,<1.5.7 || >1.5.7,<2.0", optional = true, markers = "extra == \"socks\""}
 
 [package.extras]
-brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
+brotli = ["brotli (==1.0.9)", "brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
 secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
@@ -4259,15 +4359,26 @@ standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)",
 
 [[package]]
 name = "validators"
-version = "0.21.0"
+version = "0.22.0"
 description = "Python Data Validation for Humans™"
 optional = false
-python-versions = ">=3.8,<4.0"
+python-versions = ">=3.8"
 files = [
-    {file = "validators-0.21.0-py3-none-any.whl", hash = "sha256:3470db6f2384c49727ee319afa2e97aec3f8fad736faa6067e0fd7f9eaf2c551"},
-    {file = "validators-0.21.0.tar.gz", hash = "sha256:245b98ab778ed9352a7269c6a8f6c2a839bed5b2a7e3e60273ce399d247dd4b3"},
+    {file = "validators-0.22.0-py3-none-any.whl", hash = "sha256:61cf7d4a62bbae559f2e54aed3b000cea9ff3e2fdbe463f51179b92c58c9585a"},
+    {file = "validators-0.22.0.tar.gz", hash = "sha256:77b2689b172eeeb600d9605ab86194641670cdb73b60afd577142a9397873370"},
 ]
 
+[package.extras]
+docs-offline = ["myst-parser (>=2.0.0)", "pypandoc-binary (>=1.11)", "sphinx (>=7.1.1)"]
+docs-online = ["mkdocs (>=1.5.2)", "mkdocs-git-revision-date-localized-plugin (>=1.2.0)", "mkdocs-material (>=9.2.6)", "mkdocstrings[python] (>=0.22.0)", "pyaml (>=23.7.0)"]
+hooks = ["pre-commit (>=3.3.3)"]
+package = ["build (>=1.0.0)", "twine (>=4.0.2)"]
+runner = ["tox (>=4.11.1)"]
+sast = ["bandit[toml] (>=1.7.5)"]
+testing = ["pytest (>=7.4.0)"]
+tooling = ["black (>=23.7.0)", "pyright (>=1.1.325)", "ruff (>=0.0.287)"]
+tooling-extras = ["pyaml (>=23.7.0)", "pypandoc-binary (>=1.11)", "pytest (>=7.4.0)"]
+
 [[package]]
 name = "wasabi"
 version = "1.1.2"
@@ -4282,25 +4393,46 @@ files = [
 [package.dependencies]
 colorama = {version = ">=0.4.6", markers = "sys_platform == \"win32\" and python_version >= \"3.7\""}
 
+[[package]]
+name = "weasel"
+version = "0.3.2"
+description = "Weasel: A small and easy workflow system"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "weasel-0.3.2-py3-none-any.whl", hash = "sha256:f2921a7fa78ad69dcd7068fa40a43786f3acf7edd6c35b44763e9163e045b664"},
+    {file = "weasel-0.3.2.tar.gz", hash = "sha256:96c244ec5ada220f6a1d0af082edf97ef77c11e8eb1d2fbdcd895ad4d102ce19"},
+]
+
+[package.dependencies]
+cloudpathlib = ">=0.7.0,<0.16.0"
+confection = ">=0.0.4,<0.2.0"
+packaging = ">=20.0"
+pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<3.0.0"
+requests = ">=2.13.0,<3.0.0"
+smart-open = ">=5.2.1,<7.0.0"
+srsly = ">=2.4.3,<3.0.0"
+typer = ">=0.3.0,<0.10.0"
+wasabi = ">=0.9.1,<1.2.0"
+
 [[package]]
 name = "weaviate-client"
-version = "3.23.2"
+version = "3.24.2"
 description = "A python native Weaviate client"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "weaviate-client-3.23.2.tar.gz", hash = "sha256:1c8c94df032dd2fa5a4ea615fc69ccb983ffad5cc02974f78c793839e61ac150"},
-    {file = "weaviate_client-3.23.2-py3-none-any.whl", hash = "sha256:88ffc38cca07806d64726cc74bc194c7da50b222aa4e2cd129f4c1f5e53e9b61"},
+    {file = "weaviate-client-3.24.2.tar.gz", hash = "sha256:6914c48c9a7e5ad0be9399271f9cb85d6f59ab77476c6d4e56a3925bf149edaa"},
+    {file = "weaviate_client-3.24.2-py3-none-any.whl", hash = "sha256:bc50ca5fcebcd48de0d00f66700b0cf7c31a97c4cd3d29b4036d77c5d1d9479b"},
 ]
 
 [package.dependencies]
-authlib = ">=1.1.0"
-requests = ">=2.28.0,<=2.31.0"
-tqdm = ">=4.59.0,<5.0.0"
-validators = ">=0.18.2,<=0.21.0"
+authlib = ">=1.2.1,<2.0.0"
+requests = ">=2.30.0,<3.0.0"
+validators = ">=0.21.2,<1.0.0"
 
 [package.extras]
-grpc = ["grpcio", "grpcio-tools"]
+grpc = ["grpcio (>=1.57.0,<2.0.0)", "grpcio-tools (>=1.57.0,<2.0.0)"]
 
 [[package]]
 name = "wheel"