diff --git a/README.md b/README.md
index a33c2def..38c9307d 100644
--- a/README.md
+++ b/README.md
@@ -28,17 +28,21 @@ poetry add parea-ai
 
 ## Evaluating Your LLM App
 
-You can evaluate any step of your LLM app by wrapping it with a decorator, called `trace`, and specifying the evaluation function(s).
-The scores associated with the traces will be logged to the Parea [dashboard](https://app.parea.ai/logs) and/or in a local CSV file if you don't have a Parea API key.
-
-Evaluation functions receive an argument `log` (of type [Log](parea/schemas/models.py)) and should return a 
-float between 0 (bad) and 1 (good) inclusive. You don't need to start from scratch, there are pre-defined evaluation functions for [general purpose](parea/evals/general.py), 
+You can evaluate any step of your LLM app by wrapping it with a decorator, called `trace`, and specifying the evaluation
+function(s).
+The scores associated with the traces will be logged to the Parea [dashboard](https://app.parea.ai/logs) and/or in a
+local CSV file if you don't have a Parea API key.
+
+Evaluation functions receive an argument `log` (of type [Log](parea/schemas/models.py)) and should return a
+float between 0 (bad) and 1 (good) inclusive. You don't need to start from scratch, there are pre-defined evaluation
+functions for [general purpose](parea/evals/general.py),
 [chat](parea/evals/chat.py), [RAG](parea/evals/rag.py), and [summarization](parea/evals/summary.py) apps :)
 
-You can define evaluation functions locally or use the ones you have deployed to Parea's [Test Hub](https://app.parea.ai/test-hub).
+You can define evaluation functions locally or use the ones you have deployed to
+Parea's [Test Hub](https://app.parea.ai/test-hub).
 If you choose the latter option, the evaluation happens asynchronously and non-blocking.
 
-A fully locally working cookbook can be found [here](parea/cookbook/tracing_and_evaluating_openai_endpoint.py). 
+A fully locally working cookbook can be found [here](parea/cookbook/tracing_and_evaluating_openai_endpoint.py).
 Alternatively, you can add the following code to your codebase to get started:
 
 ```python
@@ -62,7 +66,8 @@ def function_to_evaluate(*args, **kwargs) -> ...:
 ## Debugging Chains & Agents
 
 You can iterate on your chains & agents much faster by using a local cache. This will allow you to make changes to your
-code & prompts without waiting for all previous, valid LLM responses. Simply add these two lines to the beginning your code and start
+code & prompts without waiting for all previous, valid LLM responses. Simply add these two lines to the beginning your
+code and start
 [a local redis cache](https://redis.io/docs/getting-started/install-stack/):
 
 ```python
@@ -71,14 +76,15 @@ from parea import init, RedisCache
 init(cache=RedisCache())
 ```
 
-Above will use the default redis cache at `localhost:6379` with no password. You can also specify your redis database by:
+Above will use the default redis cache at `localhost:6379` with no password. You can also specify your redis database
+by:
 
 ```python
 from parea import init, RedisCache
 
 cache = RedisCache(
   host=os.getenv("REDIS_HOST", "localhost"),  # default value
-  port=int(os.getenv("REDIS_PORT", 6379)),    # default value
+  port=int(os.getenv("REDIS_PORT", 6379)),  # default value
   password=os.getenv("REDIS_PASSWORT", None)  # default value
 )
 init(cache=cache)
@@ -88,21 +94,24 @@ If you set `cache = None` for `init`, no cache will be used.
 
 ### Benchmark your LLM app across many inputs
 
-You can benchmark your LLM app across many inputs by using the `benchmark` command. This will run your the entry point 
+You can benchmark your LLM app across many inputs by using the `benchmark` command. This will run your the entry point
 of your app with the specified inputs and create a report with the results.
 
 ```bash
 parea benchmark --func app:main --csv_path benchmark.csv
 ```
 
-The CSV file will be used to fill in the arguments to your function. The report will be a CSV file of all the traces. If you
-set your Parea API key, the traces will also be logged to the Parea dashboard. Note, for this feature you need to have a 
+The CSV file will be used to fill in the arguments to your function. The report will be a CSV file of all the traces. If
+you
+set your Parea API key, the traces will also be logged to the Parea dashboard. Note, for this feature you need to have a
 redis cache running. Please, raise a GitHub issue if you would like to use this feature without a redis cache.
 
 ### Automatically log all your LLM call traces
 
-You can automatically log all your LLM traces to the Parea dashboard by setting the `PAREA_API_KEY` environment variable or specifying it in the `init` function.
-This will help you debug issues your customers are facing by stepping through the LLM call traces and recreating the issue
+You can automatically log all your LLM traces to the Parea dashboard by setting the `PAREA_API_KEY` environment variable
+or specifying it in the `init` function.
+This will help you debug issues your customers are facing by stepping through the LLM call traces and recreating the
+issue
 in your local setup & code.
 
 ```python
@@ -114,7 +123,6 @@ init(
 )
 ```
 
-
 ## Use a deployed prompt
 
 ```python
@@ -195,7 +203,7 @@ temperature = 0.0
 
 # define your OpenAI call as you would normally and we'll automatically log the results
 def main():
-  openai.ChatCompletion.create(model=model, temperature=temperature, messages=messages).choices[0].message["content"]
+  openai.chat.completions.create(model=model, temperature=temperature, messages=messages).choices[0].message.content
 ```
 
 ### Open source community features
diff --git a/parea/cookbook/img/trace_log_view.png b/parea/cookbook/img/trace_log_view.png
new file mode 100644
index 00000000..2d2ab8cb
Binary files /dev/null and b/parea/cookbook/img/trace_log_view.png differ
diff --git a/parea/cookbook/tracing_with_Parea_sdk.ipynb b/parea/cookbook/tracing_with_Parea_sdk.ipynb
index 0c42e97c..cf7ca43e 100644
--- a/parea/cookbook/tracing_with_Parea_sdk.ipynb
+++ b/parea/cookbook/tracing_with_Parea_sdk.ipynb
@@ -154,7 +154,7 @@
     "\n",
     "\n",
     "# Non deployed version\n",
-    "# from parea.schemas.models import LLMInputs, Message, ModelParams, Role\n",
+    "# from parea.schemas.logs import LLMInputs, Message, ModelParams, Role\n",
     "\n",
     "\n",
     "# def argument_generator(query: str, additional_description: str = \"\") -> str:\n",
diff --git a/parea/cookbook/tracing_with_function_calling_and_chains.ipynb b/parea/cookbook/tracing_with_function_calling_and_chains.ipynb
new file mode 100644
index 00000000..126d201e
--- /dev/null
+++ b/parea/cookbook/tracing_with_function_calling_and_chains.ipynb
@@ -0,0 +1,279 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "formattedRanges": [],
+    "cell_id": "d9114afabb54438ea6c7f68a68bf6fb5",
+    "deepnote_cell_type": "text-cell-h1"
+   },
+   "source": [
+    "# Tracing with Function Calls and Chains"
+   ],
+   "block_group": "53e88a688fb843c381543ca9b45c9d76"
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "outputs": [],
+   "source": [
+    "import json\n",
+    "import os\n",
+    "from typing import List, Dict, Any, Union\n",
+    "\n",
+    "from parea import Parea\n",
+    "from parea.schemas.log import LLMInputs, Message, ModelParams\n",
+    "from parea.schemas.models import Completion\n",
+    "from parea.utils.trace_utils import trace, trace_insert\n",
+    "\n",
+    "p = Parea(api_key=os.environ[\"PAREA_API_KEY\"])"
+   ],
+   "metadata": {
+    "collapsed": false
+   }
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "outputs": [],
+   "source": [
+    "LIMIT = 2  # limit any loops to 2 iterations for demo purposes\n",
+    "\n",
+    "COURSE_FUNCTIONS = [\n",
+    "    {\n",
+    "        \"name\": \"generate_course_outline\",\n",
+    "        \"description\": \"Generates a course outline\",\n",
+    "        \"parameters\": {\n",
+    "            \"type\": \"object\",\n",
+    "            \"properties\": {\n",
+    "                \"Description\": {\"type\": \"string\", \"description\": \"The description of the course\"},\n",
+    "                \"chapters\": {\n",
+    "                    \"type\": \"array\",\n",
+    "                    \"items\": {\n",
+    "                        \"type\": \"object\",\n",
+    "                        \"properties\": {\n",
+    "                            \"name\": {\"type\": \"string\", \"description\": \"The title of the chapter\"},\n",
+    "                            \"description\": {\"type\": \"string\", \"description\": \"The summary of the chapter\"},\n",
+    "                        },\n",
+    "                        \"required\": [\"name\", \"description\"],\n",
+    "                    },\n",
+    "                    \"description\": \"The chapters included in the course\",\n",
+    "                    \"minItems\": 1,\n",
+    "                    \"maxItems\": LIMIT,\n",
+    "                },\n",
+    "            },\n",
+    "            \"required\": [\"Description\", \"chapters\"],\n",
+    "        },\n",
+    "    }\n",
+    "]\n",
+    "\n",
+    "CHAPTER_FUNCTIONS = [\n",
+    "    {\n",
+    "        \"name\": \"generate_chapter_outline\",\n",
+    "        \"description\": \"Generates a chapter outline\",\n",
+    "        \"parameters\": {\n",
+    "            \"type\": \"object\",\n",
+    "            \"properties\": {\n",
+    "                \"name\": {\"type\": \"string\", \"description\": \"The title of the chapter\"},\n",
+    "                \"description\": {\"type\": \"string\", \"description\": \"The summary of the chapter\"},\n",
+    "                \"sections\": {\n",
+    "                    \"type\": \"array\",\n",
+    "                    \"items\": {\n",
+    "                        \"type\": \"object\",\n",
+    "                        \"properties\": {\n",
+    "                            \"name\": {\"type\": \"string\", \"description\": \"The title of the section\"},\n",
+    "                            \"description\": {\"type\": \"string\", \"description\": \"The summary of the section\"},\n",
+    "                        },\n",
+    "                        \"required\": [\"name\", \"description\"],\n",
+    "                    },\n",
+    "                    \"description\": \"The sections included in the chapter\",\n",
+    "                    \"minItems\": 1,\n",
+    "                    \"maxItems\": LIMIT,\n",
+    "                },\n",
+    "            },\n",
+    "            \"required\": [\"name\", \"description\", \"sections\"],\n",
+    "        },\n",
+    "    }\n",
+    "]"
+   ],
+   "metadata": {
+    "collapsed": false,
+    "ExecuteTime": {
+     "end_time": "2023-12-09T19:18:33.559895Z",
+     "start_time": "2023-12-09T19:18:33.291059Z"
+    }
+   }
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "outputs": [],
+   "source": [
+    "USER = \"alice@bob.com\"\n",
+    "\n",
+    "\n",
+    "# Create a reusable call lmm helper function\n",
+    "# Parea SDK is automatically traced\n",
+    "def call_llm(messages: List[Dict[str, str]], name: str = \"LLM Call\") -> str:\n",
+    "    return p.completion(\n",
+    "        Completion(\n",
+    "            llm_configuration=LLMInputs(\n",
+    "                model=\"gpt-3.5-turbo-1106\",\n",
+    "                model_params=ModelParams(temp=0.0, max_length=512),\n",
+    "                messages=[Message(**m) for m in messages],\n",
+    "                functions=COURSE_FUNCTIONS + CHAPTER_FUNCTIONS,\n",
+    "            ),\n",
+    "            end_user_identifier=USER,\n",
+    "            trace_name=name,\n",
+    "        )\n",
+    "    ).content\n",
+    "\n",
+    "\n",
+    "# Helper function to get function call arguments if they exists\n",
+    "def get_function_call_or_content(response: str) -> Union[str, Dict[str, Any]]:\n",
+    "    # Function calls are returned in triple backticks\n",
+    "    parsed_response = response.replace(\"```\", \"\")\n",
+    "    # return function call or content string\n",
+    "    try:\n",
+    "        return json.loads(parsed_response).get(\"arguments\")\n",
+    "    except Exception as e:\n",
+    "        return parsed_response"
+   ],
+   "metadata": {
+    "collapsed": false
+   }
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "outputs": [],
+   "source": [
+    "# PROMPTS\n",
+    "\n",
+    "\n",
+    "def get_course(topic: str):\n",
+    "    _course_outline = call_llm(\n",
+    "        messages=[{\"role\": \"user\", \"content\": f\"Generate a course outline on {topic}\"}],\n",
+    "        name=f\"Create {topic} Course Outline\",\n",
+    "    )\n",
+    "    course_outline = get_function_call_or_content(_course_outline)\n",
+    "    print(json.dumps(course_outline, indent=4))\n",
+    "    return course_outline\n",
+    "\n",
+    "\n",
+    "# I want to group all llm calls into one trace,\n",
+    "# so I add the trace decorator to create a parent trace,\n",
+    "# each call_llm will be a child span\n",
+    "@trace(name=\"Get Chapters\")\n",
+    "def get_chapters(course_outline: Dict[str, str]):\n",
+    "    chapter_outlines = course_outline.get(\"chapters\", [])\n",
+    "    chapters = [\n",
+    "        get_function_call_or_content(\n",
+    "            call_llm(\n",
+    "                messages=[{\"role\": \"user\", \"content\": f\"Generate a chapter outline on {chapter.get('name')}, with description {chapter.get('description')}\"}],\n",
+    "                name=f\"Create Chapter {idx}\",\n",
+    "            )\n",
+    "        )\n",
+    "        for idx, chapter in enumerate(chapter_outlines, start=1)\n",
+    "    ]\n",
+    "    return chapters[:LIMIT]\n",
+    "\n",
+    "\n",
+    "@trace\n",
+    "def get_sections(chapter: Dict[str, str]):\n",
+    "    chapter_name = chapter.get(\"name\", \"section\")\n",
+    "    # I want the trace name to be dynamic based on the chapter param,\n",
+    "    # so I can use Parea trace_insert helper method to add dynamic data\n",
+    "    trace_insert({\"trace_name\": f\"Get {chapter_name} Sections\"})\n",
+    "\n",
+    "    section_outlines = chapter.get(\"sections\", [])\n",
+    "    sections = [\n",
+    "        get_function_call_or_content(\n",
+    "            call_llm(\n",
+    "                messages=[{\"role\": \"user\", \"content\": f\"\"\"Generate a section outline on {section['name']}, with description {section['description']}\"\"\"}],\n",
+    "                name=f\"Create Section {idx}\",\n",
+    "            )\n",
+    "        )\n",
+    "        for idx, section in enumerate(section_outlines, start=1)\n",
+    "    ]\n",
+    "    return sections[:LIMIT]"
+   ],
+   "metadata": {
+    "collapsed": false
+   }
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "outputs": [],
+   "source": [
+    "@trace(name=\"Get Sections\")\n",
+    "def get_all_sections(chapters: List[Dict[str, str]]):\n",
+    "    return [get_sections(chapter) for chapter in chapters]\n",
+    "\n",
+    "\n",
+    "@trace\n",
+    "def run_creation(topic: str):\n",
+    "    trace_insert({\"trace_name\": f\"Course on {topic}\"})\n",
+    "    course_outline = get_course(topic)\n",
+    "    chapters = get_chapters(course_outline)\n",
+    "    sections = get_all_sections(chapters)\n",
+    "    return sections\n",
+    "\n",
+    "\n",
+    "@trace(name=\"Generate Courses for Topics\")\n",
+    "def main(topics):\n",
+    "    for topic in topics:\n",
+    "        print(f\"\\n New Topic: {topic} \\n\")\n",
+    "        run_creation(topic)"
+   ],
+   "metadata": {
+    "collapsed": false
+   }
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "outputs": [],
+   "source": [
+    "main([\"Artificial Intelligence\", \"Machine Learning\", \"Deep Learning\"])"
+   ],
+   "metadata": {
+    "collapsed": false
+   }
+  },
+  {
+   "cell_type": "markdown",
+   "source": [
+    "### Trace Log View in UI\n",
+    "\n",
+    "![TraceView](img/trace_log_view.png)"
+   ],
+   "metadata": {
+    "collapsed": false
+   }
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "outputs": [],
+   "source": [],
+   "metadata": {
+    "collapsed": false
+   }
+  }
+ ],
+ "nbformat": 4,
+ "nbformat_minor": 0,
+ "metadata": {
+  "deepnote": {},
+  "orig_nbformat": 2,
+  "deepnote_notebook_id": "27ae7c4c406747b5b5936b15081cdaec",
+  "deepnote_execution_queue": [],
+  "kernelspec": {
+   "name": "python3",
+   "language": "python",
+   "display_name": "Python 3 (ipykernel)"
+  }
+ }
+}
diff --git a/parea/cookbook/tracing_with_open_ai_endpoint_directly.py b/parea/cookbook/tracing_with_open_ai_endpoint_directly.py
index 14cd4656..5cae2819 100644
--- a/parea/cookbook/tracing_with_open_ai_endpoint_directly.py
+++ b/parea/cookbook/tracing_with_open_ai_endpoint_directly.py
@@ -1,7 +1,4 @@
-from typing import Dict, Optional
-
 import os
-import random
 from datetime import datetime
 
 import openai
@@ -15,19 +12,14 @@
 
 openai.api_key = os.getenv("OPENAI_API_KEY")
 
-p = Parea(api_key=os.getenv("PAREA_API_KEY"))
+p = Parea(api_key=os.getenv("DEV_API_KEY"))
 
 
 def call_llm(data: list[dict], model: str = "gpt-3.5-turbo", temperature: float = 0.0) -> str:
-    return openai.ChatCompletion.create(model=model, temperature=temperature, messages=data).choices[0].message["content"]
-
-
-def random_eval(inputs: Dict[str, str], output, target: Optional[str] = None) -> float:
-    # return random number between 0 and 1
-    return random.random()
+    return openai.chat.completions.create(model=model, temperature=temperature, messages=data).choices[0].message.content
 
 
-@trace(eval_funcs=[random_eval])
+@trace
 def argumentor(query: str, additional_description: str = "") -> str:
     return call_llm(
         [
@@ -56,7 +48,7 @@ def critic(argument: str) -> str:
     )
 
 
-@trace(eval_funcs=[random_eval])
+@trace
 def refiner(query: str, additional_description: str, argument: str, criticism: str) -> str:
     return call_llm(
         [
@@ -76,7 +68,7 @@ def refiner(query: str, additional_description: str, argument: str, criticism: s
     )
 
 
-@trace(eval_funcs=[random_eval], access_output_of_func=lambda x: x[0])
+@trace
 def argument_chain(query: str, additional_description: str = "") -> tuple[str, str]:
     trace_id = get_current_trace_id()
     argument = argumentor(query, additional_description)
diff --git a/parea/cookbook/tracing_with_openai_with_functions.py b/parea/cookbook/tracing_with_openai_with_functions.py
index 7702aaf4..bf7c3d0e 100644
--- a/parea/cookbook/tracing_with_openai_with_functions.py
+++ b/parea/cookbook/tracing_with_openai_with_functions.py
@@ -140,7 +140,7 @@ def provide_user_specific_recommendations(user_input, user_id, functions) -> tup
 
     food_preference = customer_profile.get("preferences", {}).get("food", [])[0] if customer_profile.get("preferences", {}).get("food") else None
 
-    response = openai.ChatCompletion.create(
+    response = openai.chat.completions.create(
         model="gpt-3.5-turbo",
         messages=[
             {
diff --git a/parea/wrapper/openai.py b/parea/wrapper/openai.py
index 80bae9e2..10add123 100644
--- a/parea/wrapper/openai.py
+++ b/parea/wrapper/openai.py
@@ -1,7 +1,9 @@
-from typing import Any, AsyncIterator, Callable, Dict, Iterator, Optional, Sequence, Union
+from typing import Any, Callable, Optional, Union
 
 import json
+import os
 from collections import defaultdict
+from collections.abc import AsyncIterator, Iterator, Sequence
 
 import openai
 from openai import __version__ as openai_version
@@ -16,52 +18,109 @@ def convert_to_openai_object(**kwargs):
         return OpenAIObject(**kwargs)
 
 
+from dotenv import load_dotenv
+
 from ..cache.cache import Cache
 from ..schemas.log import LLMInputs, ModelParams
 from ..schemas.models import CacheRequest, TraceLog
 from ..utils.trace_utils import trace_data
 from .wrapper import Wrapper
 
-MODEL_COST_MAPPING: Dict[str, float] = {
-    "gpt-4": 0.03,
-    "gpt-4-0314": 0.03,
-    "gpt-4-0613": 0.03,
-    "gpt-4-completion": 0.06,
-    "gpt-4-0314-completion": 0.06,
-    "gpt-4-0613-completion": 0.06,
-    "gpt-4-32k": 0.06,
-    "gpt-4-32k-0314": 0.06,
-    "gpt-4-32k-0613": 0.06,
-    "gpt-4-32k-completion": 0.12,
-    "gpt-4-32k-0314-completion": 0.12,
-    "gpt-4-32k-0613-completion": 0.12,
-    "gpt-3.5-turbo": 0.0015,
-    "gpt-3.5-turbo-0301": 0.0015,
-    "gpt-3.5-turbo-0613": 0.0015,
-    "gpt-3.5-turbo-16k": 0.003,
-    "gpt-3.5-turbo-16k-0613": 0.003,
-    "gpt-3.5-turbo-completion": 0.002,
-    "gpt-3.5-turbo-0301-completion": 0.002,
-    "gpt-3.5-turbo-0613-completion": 0.004,
-    "gpt-3.5-turbo-16k-completion": 0.004,
-    "gpt-3.5-turbo-16k-0613-completion": 0.004,
-    "text-ada-001": 0.0004,
-    "ada": 0.0004,
-    "text-babbage-001": 0.0005,
-    "babbage": 0.0005,
-    "text-curie-001": 0.002,
-    "curie": 0.002,
-    "text-davinci-003": 0.02,
-    "text-davinci-002": 0.02,
-    "code-davinci-002": 0.02,
+load_dotenv()
+
+OPENAI_MODEL_INFO: dict[str, dict[str, Union[float, int, dict[str, int]]]] = {
+    "gpt-3.5-turbo": {
+        "prompt": 1.5,
+        "completion": 2.0,
+        "token_limit": {"max_completion_tokens": 4096, "max_prompt_tokens": 4096},
+    },
+    "gpt-3.5-turbo-0301": {
+        "prompt": 1.5,
+        "completion": 4.0,
+        "token_limit": {"max_completion_tokens": 4096, "max_prompt_tokens": 4096},
+    },
+    "gpt-3.5-turbo-0613": {
+        "prompt": 1.5,
+        "completion": 4.0,
+        "token_limit": {"max_completion_tokens": 4096, "max_prompt_tokens": 4096},
+    },
+    "gpt-3.5-turbo-16k": {
+        "prompt": 3.0,
+        "completion": 4.0,
+        "token_limit": {"max_completion_tokens": 16385, "max_prompt_tokens": 16385},
+    },
+    "gpt-3.5-turbo-16k-0301": {
+        "prompt": 3.0,
+        "completion": 4.0,
+        "token_limit": {"max_completion_tokens": 16385, "max_prompt_tokens": 16385},
+    },
+    "gpt-3.5-turbo-16k-0613": {
+        "prompt": 3.0,
+        "completion": 4.0,
+        "token_limit": {"max_completion_tokens": 16385, "max_prompt_tokens": 16385},
+    },
+    "gpt-3.5-turbo-1106": {
+        "prompt": 1.0,
+        "completion": 2.0,
+        "token_limit": {"max_completion_tokens": 4096, "max_prompt_tokens": 4096},
+    },
+    "gpt-3.5-turbo-instruct": {
+        "prompt": 1.5,
+        "completion": 4.0,
+        "token_limit": {"max_completion_tokens": 4096, "max_prompt_tokens": 4096},
+    },
+    "gpt-4": {
+        "prompt": 30.0,
+        "completion": 60.0,
+        "token_limit": {"max_completion_tokens": 8192, "max_prompt_tokens": 8192},
+    },
+    "gpt-4-0314": {
+        "prompt": 30.0,
+        "completion": 60.0,
+        "token_limit": {"max_completion_tokens": 8192, "max_prompt_tokens": 8192},
+    },
+    "gpt-4-0613": {
+        "prompt": 30.0,
+        "completion": 60.0,
+        "token_limit": {"max_completion_tokens": 8192, "max_prompt_tokens": 8192},
+    },
+    "gpt-4-32k": {
+        "prompt": 60.0,
+        "completion": 120.0,
+        "token_limit": {"max_completion_tokens": 32768, "max_prompt_tokens": 32768},
+    },
+    "gpt-4-32k-0314": {
+        "prompt": 60.0,
+        "completion": 120.0,
+        "token_limit": {"max_completion_tokens": 32768, "max_prompt_tokens": 32768},
+    },
+    "gpt-4-32k-0613": {
+        "prompt": 60.0,
+        "completion": 120.0,
+        "token_limit": {"max_completion_tokens": 32768, "max_prompt_tokens": 32768},
+    },
+    "gpt-4-vision-preview": {
+        "prompt": 30.0,
+        "completion": 60.0,
+        "token_limit": {"max_completion_tokens": 4096, "max_prompt_tokens": 128000},
+    },
+    "gpt-4-1106-preview": {
+        "prompt": 10.0,
+        "completion": 30.0,
+        "token_limit": {"max_completion_tokens": 4096, "max_prompt_tokens": 128000},
+    },
 }
 
 
 class OpenAIWrapper:
+    openai.api_key = os.getenv("OPENAI_API_KEY")
     if openai_version.startswith("0."):
         original_methods = {"ChatCompletion.create": openai.ChatCompletion.create, "ChatCompletion.acreate": openai.ChatCompletion.acreate}
     else:
-        original_methods = {"chat.completions.create": openai.chat.completions.create}
+        try:
+            original_methods = {"chat.completions.create": openai.chat.completions.create}
+        except openai.OpenAIError:
+            original_methods = {}
 
     def init(self, log: Callable, cache: Cache = None):
         Wrapper(
@@ -78,7 +137,7 @@ def init(self, log: Callable, cache: Cache = None):
         )
 
     @staticmethod
-    def resolver(trace_id: str, _args: Sequence[Any], kwargs: Dict[str, Any], response: Optional[Any]) -> Optional[Any]:
+    def resolver(trace_id: str, _args: Sequence[Any], kwargs: dict[str, Any], response: Optional[Any]) -> Optional[Any]:
         if response:
             output = OpenAIWrapper._get_output(response)
             if openai_version.startswith("0."):
@@ -102,8 +161,8 @@ def resolver(trace_id: str, _args: Sequence[Any], kwargs: Dict[str, Any], respon
 
         model_rate = OpenAIWrapper.get_model_cost(model)
         model_completion_rate = OpenAIWrapper.get_model_cost(model, is_completion=True)
-        prompt_cost = model_rate * (input_tokens / 1000)
-        completion_cost = model_completion_rate * (output_tokens / 1000)
+        prompt_cost = (model_rate / 1000) * (input_tokens / 1000)
+        completion_cost = (model_completion_rate / 1000) * (output_tokens / 1000)
         total_cost = sum([prompt_cost, completion_cost])
 
         trace_data.get()[trace_id].configuration = llm_configuration
@@ -115,7 +174,7 @@ def resolver(trace_id: str, _args: Sequence[Any], kwargs: Dict[str, Any], respon
         return response
 
     @staticmethod
-    def gen_resolver(trace_id: str, _args: Sequence[Any], kwargs: Dict[str, Any], response: Iterator[Any], final_log) -> Iterator[Any]:
+    def gen_resolver(trace_id: str, _args: Sequence[Any], kwargs: dict[str, Any], response: Iterator[Any], final_log) -> Iterator[Any]:
         llm_configuration = OpenAIWrapper._kwargs_to_llm_configuration(kwargs)
         trace_data.get()[trace_id].configuration = llm_configuration
 
@@ -132,7 +191,7 @@ def gen_resolver(trace_id: str, _args: Sequence[Any], kwargs: Dict[str, Any], re
         final_log()
 
     @staticmethod
-    async def agen_resolver(trace_id: str, _args: Sequence[Any], kwargs: Dict[str, Any], response: AsyncIterator[Any], final_log) -> AsyncIterator[Any]:
+    async def agen_resolver(trace_id: str, _args: Sequence[Any], kwargs: dict[str, Any], response: AsyncIterator[Any], final_log) -> AsyncIterator[Any]:
         llm_configuration = OpenAIWrapper._kwargs_to_llm_configuration(kwargs)
         trace_data.get()[trace_id].configuration = llm_configuration
 
@@ -197,25 +256,21 @@ def _format_function_call(response_message) -> str:
     @staticmethod
     def get_model_cost(model_name: str, is_completion: bool = False) -> float:
         model_name = model_name.lower()
-
-        if model_name.startswith("gpt-4") and is_completion:
-            model_name += "-completion"
-
-        cost = MODEL_COST_MAPPING.get(model_name, None)
+        cost = OPENAI_MODEL_INFO.get(model_name, {}).get("completion" if is_completion else "prompt", None)
         if cost is None:
-            msg = f"Unknown model: {model_name}. " f"Please provide a valid OpenAI model name. " f"Known models are: {', '.join(MODEL_COST_MAPPING.keys())}"
+            msg = f"Unknown model: {model_name}. " f"Please provide a valid OpenAI model name. " f"Known models are: {', '.join(OPENAI_MODEL_INFO.keys())}"
             raise ValueError(msg)
 
         return cost
 
     @staticmethod
-    def convert_kwargs_to_cache_request(_args: Sequence[Any], kwargs: Dict[str, Any]) -> CacheRequest:
+    def convert_kwargs_to_cache_request(_args: Sequence[Any], kwargs: dict[str, Any]) -> CacheRequest:
         return CacheRequest(
             configuration=OpenAIWrapper._kwargs_to_llm_configuration(kwargs),
         )
 
     @staticmethod
-    def _convert_cache_to_response(_args: Sequence[Any], kwargs: Dict[str, Any], cache_response: TraceLog) -> OpenAIObject:
+    def _convert_cache_to_response(_args: Sequence[Any], kwargs: dict[str, Any], cache_response: TraceLog) -> OpenAIObject:
         content = cache_response.output
         message = {"role": "assistant"}
         try:
@@ -249,7 +304,7 @@ def _convert_cache_to_response(_args: Sequence[Any], kwargs: Dict[str, Any], cac
         )
 
     @staticmethod
-    def convert_cache_to_response(_args: Sequence[Any], kwargs: Dict[str, Any], cache_response: TraceLog) -> Union[OpenAIObject, Iterator[OpenAIObject]]:
+    def convert_cache_to_response(_args: Sequence[Any], kwargs: dict[str, Any], cache_response: TraceLog) -> Union[OpenAIObject, Iterator[OpenAIObject]]:
         response = OpenAIWrapper._convert_cache_to_response(_args, kwargs, cache_response)
         if kwargs.get("stream", False):
             return iter([response])
@@ -257,7 +312,7 @@ def convert_cache_to_response(_args: Sequence[Any], kwargs: Dict[str, Any], cach
             return response
 
     @staticmethod
-    def aconvert_cache_to_response(_args: Sequence[Any], kwargs: Dict[str, Any], cache_response: TraceLog) -> Union[OpenAIObject, AsyncIterator[OpenAIObject]]:
+    def aconvert_cache_to_response(_args: Sequence[Any], kwargs: dict[str, Any], cache_response: TraceLog) -> Union[OpenAIObject, AsyncIterator[OpenAIObject]]:
         response = OpenAIWrapper._convert_cache_to_response(_args, kwargs, cache_response)
         if kwargs.get("stream", False):
 
diff --git a/poetry.lock b/poetry.lock
index 81e35237..7b4fd1a7 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,136 +1,25 @@
-# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
 
 [[package]]
-name = "aiohttp"
-version = "3.8.6"
-description = "Async http client/server framework (asyncio)"
+name = "annotated-types"
+version = "0.6.0"
+description = "Reusable constraint types to use with typing.Annotated"
 optional = false
-python-versions = ">=3.6"
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-async-timeout = ">=4.0.0a3,<5.0"
-attrs = ">=17.3.0"
-charset-normalizer = ">=2.0,<4.0"
-frozenlist = ">=1.1.1"
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-yarl = ">=1.0,<2.0"
-
-[package.extras]
-speedups = ["Brotli", "aiodns", "cchardet"]
-
-[[package]]
-name = "aiosignal"
-version = "1.3.1"
-description = "aiosignal: a list of registered asynchronous callbacks"
-optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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-[package.dependencies]
-frozenlist = ">=1.1.0"
-
 [[package]]
 name = "anyio"
-version = "4.0.0"
+version = "4.1.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -139,9 +28,9 @@ idna = ">=2.8"
 sniffio = ">=1.1"
 
 [package.extras]
-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)"]
+doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
+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 = "appnope"
@@ -251,20 +140,21 @@ wrapt = [
 
 [[package]]
 name = "asttokens"
-version = "2.4.0"
+version = "2.4.1"
 description = "Annotate AST trees with source code positions"
 optional = false
 python-versions = "*"
 files = [
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+    {file = "asttokens-2.4.1.tar.gz", hash = "sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0"},
 ]
 
 [package.dependencies]
 six = ">=1.12.0"
 
 [package.extras]
-test = ["astroid", "pytest"]
+astroid = ["astroid (>=1,<2)", "astroid (>=2,<4)"]
+test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
 
 [[package]]
 name = "async-lru"
@@ -311,43 +201,35 @@ tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pyte
 
 [[package]]
 name = "babel"
-version = "2.13.0"
+version = "2.13.1"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
+[package.dependencies]
+setuptools = {version = "*", markers = "python_version >= \"3.12\""}
+
 [package.extras]
 dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
 
-[[package]]
-name = "backcall"
-version = "0.2.0"
-description = "Specifications for callback functions passed in to an API"
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-python-versions = "*"
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-]
-
 [[package]]
 name = "bandit"
-version = "1.7.5"
+version = "1.7.6"
 description = "Security oriented static analyser for python code."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 colorama = {version = ">=0.3.9", markers = "platform_system == \"Windows\""}
-GitPython = ">=1.0.1"
+GitPython = ">=3.1.30"
 PyYAML = ">=5.3.1"
 rich = "*"
 stevedore = ">=1.20.0"
@@ -377,33 +259,29 @@ lxml = ["lxml"]
 
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 name = "black"
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 python-versions = ">=3.8"
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+    {file = "black-23.11.0.tar.gz", hash = "sha256:4c68855825ff432d197229846f971bc4d6666ce90492e5b02013bcaca4d9ab05"},
 ]
 
 [package.dependencies]
@@ -441,25 +319,26 @@ css = ["tinycss2 (>=1.1.0,<1.3)"]
 
 [[package]]
 name = "build"
-version = "0.10.0"
+version = "1.0.3"
 description = "A simple, correct Python build frontend"
 optional = false
 python-versions = ">= 3.7"
 files = [
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-    {file = "build-0.10.0.tar.gz", hash = "sha256:d5b71264afdb5951d6704482aac78de887c80691c52b88a9ad195983ca2c9269"},
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+    {file = "build-1.0.3.tar.gz", hash = "sha256:538aab1b64f9828977f84bc63ae570b060a8ed1be419e7870b8b4fc5e6ea553b"},
 ]
 
 [package.dependencies]
 colorama = {version = "*", markers = "os_name == \"nt\""}
+importlib-metadata = {version = ">=4.6", markers = "python_version < \"3.10\""}
 packaging = ">=19.0"
 pyproject_hooks = "*"
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
 
 [package.extras]
-docs = ["furo (>=2021.08.31)", "sphinx (>=4.0,<5.0)", "sphinx-argparse-cli (>=1.5)", "sphinx-autodoc-typehints (>=1.10)"]
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-typing = ["importlib-metadata (>=5.1)", "mypy (==0.991)", "tomli", "typing-extensions (>=3.7.4.3)"]
+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 = ["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 = ["importlib-metadata (>=5.1)", "mypy (>=1.5.0,<1.6.0)", "tomli", "typing-extensions (>=3.7.4.3)"]
 virtualenv = ["virtualenv (>=20.0.35)"]
 
 [[package]]
@@ -483,15 +362,26 @@ dev = ["CacheControl[filecache,redis]", "black", "build", "cherrypy", "mypy", "p
 filecache = ["filelock (>=3.8.0)"]
 redis = ["redis (>=2.10.5)"]
 
+[[package]]
+name = "cerberus"
+version = "1.3.5"
+description = "Lightweight, extensible schema and data validation tool for Pythondictionaries."
+optional = false
+python-versions = "*"
+files = [
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+]
+
 [[package]]
 name = "certifi"
-version = "2023.7.22"
+version = "2023.11.17"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [[package]]
@@ -571,117 +461,117 @@ files = [
 
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-version = "3.3.0"
+version = "3.3.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
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 python-versions = ">=3.7.0"
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 ]
 
 [[package]]
 name = "cleo"
-version = "2.0.1"
+version = "2.1.0"
 description = "Cleo allows you to create beautiful and testable command-line interfaces."
 optional = false
 python-versions = ">=3.7,<4.0"
 files = [
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 ]
 
 [package.dependencies]
 crashtest = ">=0.4.1,<0.5.0"
-rapidfuzz = ">=2.2.0,<3.0.0"
+rapidfuzz = ">=3.0.0,<4.0.0"
 
 [[package]]
 name = "click"
@@ -710,22 +600,20 @@ files = [
 
 [[package]]
 name = "comm"
-version = "0.1.4"
+version = "0.2.0"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 traitlets = ">=4"
 
 [package.extras]
-lint = ["black (>=22.6.0)", "mdformat (>0.7)", "mdformat-gfm (>=0.3.5)", "ruff (>=0.0.156)"]
 test = ["pytest"]
-typing = ["mypy (>=0.990)"]
 
 [[package]]
 name = "contextvars"
@@ -834,34 +722,34 @@ files = [
 
 [[package]]
 name = "cryptography"
-version = "41.0.4"
+version = "41.0.7"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "cryptography-41.0.7.tar.gz", hash = "sha256:13f93ce9bea8016c253b34afc6bd6a75993e5c40672ed5405a9c832f0d4a00bc"},
 ]
 
 [package.dependencies]
@@ -962,6 +850,27 @@ files = [
     {file = "distlib-0.3.7.tar.gz", hash = "sha256:9dafe54b34a028eafd95039d5e5d4851a13734540f1331060d31c9916e7147a8"},
 ]
 
+[[package]]
+name = "distro"
+version = "1.8.0"
+description = "Distro - an OS platform information API"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "distro-1.8.0-py3-none-any.whl", hash = "sha256:99522ca3e365cac527b44bde033f64c6945d90eb9f769703caaec52b09bbd3ff"},
+    {file = "distro-1.8.0.tar.gz", hash = "sha256:02e111d1dc6a50abb8eed6bf31c3e48ed8b0830d1ea2a1b78c61765c2513fdd8"},
+]
+
+[[package]]
+name = "docopt"
+version = "0.6.2"
+description = "Pythonic argument parser, that will make you smile"
+optional = false
+python-versions = "*"
+files = [
+    {file = "docopt-0.6.2.tar.gz", hash = "sha256:49b3a825280bd66b3aa83585ef59c4a8c82f2c8a522dbe754a8bc8d08c85c491"},
+]
+
 [[package]]
 name = "dparse"
 version = "0.6.3"
@@ -983,67 +892,80 @@ pipenv = ["pipenv (<=2022.12.19)"]
 
 [[package]]
 name = "dulwich"
-version = "0.21.6"
+version = "0.21.7"
 description = "Python Git Library"
 optional = false
 python-versions = ">=3.7"
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-    {file = "frozenlist-1.4.0.tar.gz", hash = "sha256:09163bdf0b2907454042edb19f887c6d33806adc71fbd54afc14908bfdc22251"},
-]
-
 [[package]]
 name = "gitdb"
-version = "4.0.10"
+version = "4.0.11"
 description = "Git Object Database"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "gitdb-4.0.10-py3-none-any.whl", hash = "sha256:c286cf298426064079ed96a9e4a9d39e7f3e9bf15ba60701e95f5492f28415c7"},
-    {file = "gitdb-4.0.10.tar.gz", hash = "sha256:6eb990b69df4e15bad899ea868dc46572c3f75339735663b81de79b06f17eb9a"},
+    {file = "gitdb-4.0.11-py3-none-any.whl", hash = "sha256:81a3407ddd2ee8df444cbacea00e2d038e40150acfa3001696fe0dcf1d3adfa4"},
+    {file = "gitdb-4.0.11.tar.gz", hash = "sha256:bf5421126136d6d0af55bc1e7c1af1c397a34f5b7bd79e776cd3e89785c2b04b"},
 ]
 
 [package.dependencies]
@@ -1210,20 +1062,20 @@ smmap = ">=3.0.1,<6"
 
 [[package]]
 name = "gitpython"
-version = "3.1.37"
+version = "3.1.40"
 description = "GitPython is a Python library used to interact with Git repositories"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "GitPython-3.1.37-py3-none-any.whl", hash = "sha256:5f4c4187de49616d710a77e98ddf17b4782060a1788df441846bddefbb89ab33"},
-    {file = "GitPython-3.1.37.tar.gz", hash = "sha256:f9b9ddc0761c125d5780eab2d64be4873fc6817c2899cbcb34b02344bdc7bc54"},
+    {file = "GitPython-3.1.40-py3-none-any.whl", hash = "sha256:cf14627d5a8049ffbf49915732e5eddbe8134c3bdb9d476e6182b676fc573f8a"},
+    {file = "GitPython-3.1.40.tar.gz", hash = "sha256:22b126e9ffb671fdd0c129796343a02bf67bf2994b35449ffc9321aa755e18a4"},
 ]
 
 [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"]
+test = ["black", "coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre-commit", "pytest", "pytest-cov", "pytest-instafail", "pytest-subtests", "pytest-sugar"]
 
 [[package]]
 name = "h11"
@@ -1282,13 +1134,13 @@ socks = ["socksio (==1.*)"]
 
 [[package]]
 name = "identify"
-version = "2.5.30"
+version = "2.5.33"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "identify-2.5.30-py2.py3-none-any.whl", hash = "sha256:afe67f26ae29bab007ec21b03d4114f41316ab9dd15aa8736a167481e108da54"},
-    {file = "identify-2.5.30.tar.gz", hash = "sha256:f302a4256a15c849b91cfcdcec052a8ce914634b2f77ae87dad29cd749f2d88d"},
+    {file = "identify-2.5.33-py2.py3-none-any.whl", hash = "sha256:d40ce5fcd762817627670da8a7d8d8e65f24342d14539c59488dc603bf662e34"},
+    {file = "identify-2.5.33.tar.gz", hash = "sha256:161558f9fe4559e1557e1bff323e8631f6a0e4837f7497767c1782832f16b62d"},
 ]
 
 [package.extras]
@@ -1296,13 +1148,13 @@ license = ["ukkonen"]
 
 [[package]]
 name = "idna"
-version = "3.4"
+version = "3.6"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.5"
 files = [
-    {file = "idna-3.4-py3-none-any.whl", hash = "sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2"},
-    {file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"},
+    {file = "idna-3.6-py3-none-any.whl", hash = "sha256:c05567e9c24a6b9faaa835c4821bad0590fbb9d5779e7caa6e1cc4978e7eb24f"},
+    {file = "idna-3.6.tar.gz", hash = "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca"},
 ]
 
 [[package]]
@@ -1360,20 +1212,20 @@ test = ["flake8 (>=5.0,<6.0)", "mypy (>=1.4,<2.0)", "pycodestyle (>=2.9,<3.0)",
 
 [[package]]
 name = "importlib-metadata"
-version = "6.8.0"
+version = "7.0.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_metadata-6.8.0-py3-none-any.whl", hash = "sha256:3ebb78df84a805d7698245025b975d9d67053cd94c79245ba4b3eb694abe68bb"},
-    {file = "importlib_metadata-6.8.0.tar.gz", hash = "sha256:dbace7892d8c0c4ac1ad096662232f831d4e64f4c4545bd53016a3e9d4654743"},
+    {file = "importlib_metadata-7.0.0-py3-none-any.whl", hash = "sha256:d97503976bb81f40a193d41ee6570868479c69d5068651eb039c40d850c59d67"},
+    {file = "importlib_metadata-7.0.0.tar.gz", hash = "sha256:7fc841f8b8332803464e5dc1c63a2e59121f46ca186c0e2e182e80bf8c1319f7"},
 ]
 
 [package.dependencies]
 zipp = ">=0.5"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
 perf = ["ipython"]
 testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
 
@@ -1401,13 +1253,13 @@ files = [
 
 [[package]]
 name = "ipykernel"
-version = "6.25.2"
+version = "6.27.1"
 description = "IPython Kernel for Jupyter"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "ipykernel-6.25.2-py3-none-any.whl", hash = "sha256:2e2ee359baba19f10251b99415bb39de1e97d04e1fab385646f24f0596510b77"},
-    {file = "ipykernel-6.25.2.tar.gz", hash = "sha256:f468ddd1f17acb48c8ce67fcfa49ba6d46d4f9ac0438c1f441be7c3d1372230b"},
+    {file = "ipykernel-6.27.1-py3-none-any.whl", hash = "sha256:dab88b47f112f9f7df62236511023c9bdeef67abc73af7c652e4ce4441601686"},
+    {file = "ipykernel-6.27.1.tar.gz", hash = "sha256:7d5d594b6690654b4d299edba5e872dc17bb7396a8d0609c97cb7b8a1c605de6"},
 ]
 
 [package.dependencies]
@@ -1434,54 +1286,40 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio"
 
 [[package]]
 name = "ipython"
-version = "8.16.1"
+version = "8.18.1"
 description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "ipython-8.16.1-py3-none-any.whl", hash = "sha256:0852469d4d579d9cd613c220af7bf0c9cc251813e12be647cb9d463939db9b1e"},
-    {file = "ipython-8.16.1.tar.gz", hash = "sha256:ad52f58fca8f9f848e256c629eff888efc0528c12fe0f8ec14f33205f23ef938"},
+    {file = "ipython-8.18.1-py3-none-any.whl", hash = "sha256:e8267419d72d81955ec1177f8a29aaa90ac80ad647499201119e2f05e99aa397"},
+    {file = "ipython-8.18.1.tar.gz", hash = "sha256:ca6f079bb33457c66e233e4580ebfc4128855b4cf6370dddd73842a9563e8a27"},
 ]
 
 [package.dependencies]
-appnope = {version = "*", markers = "sys_platform == \"darwin\""}
-backcall = "*"
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
 decorator = "*"
 exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
 jedi = ">=0.16"
 matplotlib-inline = "*"
 pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
-pickleshare = "*"
-prompt-toolkit = ">=3.0.30,<3.0.37 || >3.0.37,<3.1.0"
+prompt-toolkit = ">=3.0.41,<3.1.0"
 pygments = ">=2.4.0"
 stack-data = "*"
 traitlets = ">=5"
 typing-extensions = {version = "*", markers = "python_version < \"3.10\""}
 
 [package.extras]
-all = ["black", "curio", "docrepr", "exceptiongroup", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.21)", "pandas", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "qtconsole", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "trio", "typing-extensions"]
+all = ["black", "curio", "docrepr", "exceptiongroup", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.22)", "pandas", "pickleshare", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio (<0.22)", "qtconsole", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "trio", "typing-extensions"]
 black = ["black"]
-doc = ["docrepr", "exceptiongroup", "ipykernel", "matplotlib", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "typing-extensions"]
+doc = ["docrepr", "exceptiongroup", "ipykernel", "matplotlib", "pickleshare", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio (<0.22)", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "typing-extensions"]
 kernel = ["ipykernel"]
 nbconvert = ["nbconvert"]
 nbformat = ["nbformat"]
 notebook = ["ipywidgets", "notebook"]
 parallel = ["ipyparallel"]
 qtconsole = ["qtconsole"]
-test = ["pytest (<7.1)", "pytest-asyncio", "testpath"]
-test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"]
-
-[[package]]
-name = "ipython-genutils"
-version = "0.2.0"
-description = "Vestigial utilities from IPython"
-optional = false
-python-versions = "*"
-files = [
-    {file = "ipython_genutils-0.2.0-py2.py3-none-any.whl", hash = "sha256:72dd37233799e619666c9f639a9da83c34013a73e8bbc79a7a6348d93c61fab8"},
-    {file = "ipython_genutils-0.2.0.tar.gz", hash = "sha256:eb2e116e75ecef9d4d228fdc66af54269afa26ab4463042e33785b887c628ba8"},
-]
+test = ["pickleshare", "pytest (<7.1)", "pytest-asyncio (<0.22)", "testpath"]
+test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.22)", "pandas", "pickleshare", "pytest (<7.1)", "pytest-asyncio (<0.22)", "testpath", "trio"]
 
 [[package]]
 name = "ipywidgets"
@@ -1520,23 +1358,24 @@ arrow = ">=0.15.0"
 
 [[package]]
 name = "isort"
-version = "5.12.0"
+version = "5.13.0"
 description = "A Python utility / library to sort Python imports."
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "isort-5.12.0-py3-none-any.whl", hash = "sha256:f84c2818376e66cf843d497486ea8fed8700b340f308f076c6fb1229dff318b6"},
-    {file = "isort-5.12.0.tar.gz", hash = "sha256:8bef7dde241278824a6d83f44a544709b065191b95b6e50894bdc722fcba0504"},
+    {file = "isort-5.13.0-py3-none-any.whl", hash = "sha256:15e0e937819b350bc256a7ae13bb25f4fe4f8871a0bc335b20c3627dba33f458"},
+    {file = "isort-5.13.0.tar.gz", hash = "sha256:d67f78c6a1715f224cca46b29d740037bdb6eea15323a133e897cda15876147b"},
 ]
 
 [package.dependencies]
-colorama = {version = ">=0.4.3", optional = true, markers = "extra == \"colors\""}
+colorama = {version = ">=0.4.6", optional = true, markers = "extra == \"colors\""}
+pip-api = "*"
+pipreqs = "*"
+requirementslib = "*"
 
 [package.extras]
-colors = ["colorama (>=0.4.3)"]
-pipfile-deprecated-finder = ["pip-shims (>=0.5.2)", "pipreqs", "requirementslib"]
+colors = ["colorama (>=0.4.6)"]
 plugins = ["setuptools"]
-requirements-deprecated-finder = ["pip-api", "pipreqs"]
 
 [[package]]
 name = "jaraco-classes"
@@ -1634,24 +1473,26 @@ files = [
 
 [[package]]
 name = "jsonschema"
-version = "4.17.3"
+version = "4.20.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "jsonschema-4.17.3-py3-none-any.whl", hash = "sha256:a870ad254da1a8ca84b6a2905cac29d265f805acc57af304784962a2aa6508f6"},
-    {file = "jsonschema-4.17.3.tar.gz", hash = "sha256:0f864437ab8b6076ba6707453ef8f98a6a0d512a80e93f8abdb676f737ecb60d"},
+    {file = "jsonschema-4.20.0-py3-none-any.whl", hash = "sha256:ed6231f0429ecf966f5bc8dfef245998220549cbbcf140f913b7464c52c3b6b3"},
+    {file = "jsonschema-4.20.0.tar.gz", hash = "sha256:4f614fd46d8d61258610998997743ec5492a648b33cf478c1ddc23ed4598a5fa"},
 ]
 
 [package.dependencies]
-attrs = ">=17.4.0"
+attrs = ">=22.2.0"
 fqdn = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 idna = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 isoduration = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 jsonpointer = {version = ">1.13", optional = true, markers = "extra == \"format-nongpl\""}
-pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2"
+jsonschema-specifications = ">=2023.03.6"
+referencing = ">=0.28.4"
 rfc3339-validator = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 rfc3986-validator = {version = ">0.1.0", optional = true, markers = "extra == \"format-nongpl\""}
+rpds-py = ">=0.7.1"
 uri-template = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 webcolors = {version = ">=1.11", optional = true, markers = "extra == \"format-nongpl\""}
 
@@ -1659,6 +1500,20 @@ webcolors = {version = ">=1.11", optional = true, markers = "extra == \"format-n
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
 format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
 
+[[package]]
+name = "jsonschema-specifications"
+version = "2023.11.2"
+description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "jsonschema_specifications-2023.11.2-py3-none-any.whl", hash = "sha256:e74ba7c0a65e8cb49dc26837d6cfe576557084a8b423ed16a420984228104f93"},
+    {file = "jsonschema_specifications-2023.11.2.tar.gz", hash = "sha256:9472fc4fea474cd74bea4a2b190daeccb5a9e4db2ea80efcf7a1b582fc9a81b8"},
+]
+
+[package.dependencies]
+referencing = ">=0.31.0"
+
 [[package]]
 name = "jupyter"
 version = "1.0.0"
@@ -1681,13 +1536,13 @@ qtconsole = "*"
 
 [[package]]
 name = "jupyter-client"
-version = "8.3.1"
+version = "8.6.0"
 description = "Jupyter protocol implementation and client libraries"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_client-8.3.1-py3-none-any.whl", hash = "sha256:5eb9f55eb0650e81de6b7e34308d8b92d04fe4ec41cd8193a913979e33d8e1a5"},
-    {file = "jupyter_client-8.3.1.tar.gz", hash = "sha256:60294b2d5b869356c893f57b1a877ea6510d60d45cf4b38057f1672d85699ac9"},
+    {file = "jupyter_client-8.6.0-py3-none-any.whl", hash = "sha256:909c474dbe62582ae62b758bca86d6518c85234bdee2d908c778db6d72f39d99"},
+    {file = "jupyter_client-8.6.0.tar.gz", hash = "sha256:0642244bb83b4764ae60d07e010e15f0e2d275ec4e918a8f7b80fbbef3ca60c7"},
 ]
 
 [package.dependencies]
@@ -1728,13 +1583,13 @@ test = ["flaky", "pexpect", "pytest"]
 
 [[package]]
 name = "jupyter-core"
-version = "5.4.0"
+version = "5.5.0"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_core-5.4.0-py3-none-any.whl", hash = "sha256:66e252f675ac04dcf2feb6ed4afb3cd7f68cf92f483607522dc251f32d471571"},
-    {file = "jupyter_core-5.4.0.tar.gz", hash = "sha256:e4b98344bb94ee2e3e6c4519a97d001656009f9cb2b7f2baf15b3c205770011d"},
+    {file = "jupyter_core-5.5.0-py3-none-any.whl", hash = "sha256:e11e02cd8ae0a9de5c6c44abf5727df9f2581055afe00b22183f621ba3585805"},
+    {file = "jupyter_core-5.5.0.tar.gz", hash = "sha256:880b86053bf298a8724994f95e99b99130659022a4f7f45f563084b6223861d3"},
 ]
 
 [package.dependencies]
@@ -1743,24 +1598,25 @@ pywin32 = {version = ">=300", markers = "sys_platform == \"win32\" and platform_
 traitlets = ">=5.3"
 
 [package.extras]
-docs = ["myst-parser", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
 test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "jupyter-events"
-version = "0.6.3"
+version = "0.9.0"
 description = "Jupyter Event System library"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "jupyter_events-0.6.3-py3-none-any.whl", hash = "sha256:57a2749f87ba387cd1bfd9b22a0875b889237dbf2edc2121ebb22bde47036c17"},
-    {file = "jupyter_events-0.6.3.tar.gz", hash = "sha256:9a6e9995f75d1b7146b436ea24d696ce3a35bfa8bfe45e0c33c334c79464d0b3"},
+    {file = "jupyter_events-0.9.0-py3-none-any.whl", hash = "sha256:d853b3c10273ff9bc8bb8b30076d65e2c9685579db736873de6c2232dde148bf"},
+    {file = "jupyter_events-0.9.0.tar.gz", hash = "sha256:81ad2e4bc710881ec274d31c6c50669d71bbaa5dd9d01e600b56faa85700d399"},
 ]
 
 [package.dependencies]
-jsonschema = {version = ">=3.2.0", extras = ["format-nongpl"]}
+jsonschema = {version = ">=4.18.0", extras = ["format-nongpl"]}
 python-json-logger = ">=2.0.4"
 pyyaml = ">=5.3"
+referencing = "*"
 rfc3339-validator = "*"
 rfc3986-validator = ">=0.1.1"
 traitlets = ">=5.3"
@@ -1768,17 +1624,17 @@ traitlets = ">=5.3"
 [package.extras]
 cli = ["click", "rich"]
 docs = ["jupyterlite-sphinx", "myst-parser", "pydata-sphinx-theme", "sphinxcontrib-spelling"]
-test = ["click", "coverage", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>=0.19.0)", "pytest-console-scripts", "pytest-cov", "rich"]
+test = ["click", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>=0.19.0)", "pytest-console-scripts", "rich"]
 
 [[package]]
 name = "jupyter-lsp"
-version = "2.2.0"
+version = "2.2.1"
 description = "Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter-lsp-2.2.0.tar.gz", hash = "sha256:8ebbcb533adb41e5d635eb8fe82956b0aafbf0fd443b6c4bfa906edeeb8635a1"},
-    {file = "jupyter_lsp-2.2.0-py3-none-any.whl", hash = "sha256:9e06b8b4f7dd50300b70dd1a78c0c3b0c3d8fa68e0f2d8a5d1fbab62072aca3f"},
+    {file = "jupyter-lsp-2.2.1.tar.gz", hash = "sha256:b17fab6d70fe83c8896b0cff59237640038247c196056b43684a0902b6a9e0fb"},
+    {file = "jupyter_lsp-2.2.1-py3-none-any.whl", hash = "sha256:17a689910c5e4ae5e7d334b02f31d08ffbe98108f6f658fb05e4304b4345368b"},
 ]
 
 [package.dependencies]
@@ -1787,13 +1643,13 @@ jupyter-server = ">=1.1.2"
 
 [[package]]
 name = "jupyter-server"
-version = "2.7.3"
+version = "2.12.1"
 description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_server-2.7.3-py3-none-any.whl", hash = "sha256:8e4b90380b59d7a1e31086c4692231f2a2ea4cb269f5516e60aba72ce8317fc9"},
-    {file = "jupyter_server-2.7.3.tar.gz", hash = "sha256:d4916c8581c4ebbc534cebdaa8eca2478d9f3bfdd88eae29fcab0120eac57649"},
+    {file = "jupyter_server-2.12.1-py3-none-any.whl", hash = "sha256:fd030dd7be1ca572e4598203f718df6630c12bd28a599d7f1791c4d7938e1010"},
+    {file = "jupyter_server-2.12.1.tar.gz", hash = "sha256:dc77b7dcc5fc0547acba2b2844f01798008667201eea27c6319ff9257d700a6d"},
 ]
 
 [package.dependencies]
@@ -1802,7 +1658,7 @@ argon2-cffi = "*"
 jinja2 = "*"
 jupyter-client = ">=7.4.4"
 jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
-jupyter-events = ">=0.6.0"
+jupyter-events = ">=0.9.0"
 jupyter-server-terminals = "*"
 nbconvert = ">=6.4.4"
 nbformat = ">=5.3.0"
@@ -1842,13 +1698,13 @@ test = ["coverage", "jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-cov",
 
 [[package]]
 name = "jupyterlab"
-version = "4.0.6"
+version = "4.0.9"
 description = "JupyterLab computational environment"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyterlab-4.0.6-py3-none-any.whl", hash = "sha256:7d9dacad1e3f30fe4d6d4efc97fda25fbb5012012b8f27cc03a2283abcdee708"},
-    {file = "jupyterlab-4.0.6.tar.gz", hash = "sha256:6c43ae5a6a1fd2fdfafcb3454004958bde6da76331abb44cffc6f9e436b19ba1"},
+    {file = "jupyterlab-4.0.9-py3-none-any.whl", hash = "sha256:9f6f8e36d543fdbcc3df961a1d6a3f524b4a4001be0327a398f68fa4e534107c"},
+    {file = "jupyterlab-4.0.9.tar.gz", hash = "sha256:9ebada41d52651f623c0c9f069ddb8a21d6848e4c887d8e5ddc0613166ed5c0b"},
 ]
 
 [package.dependencies]
@@ -1867,31 +1723,31 @@ tornado = ">=6.2.0"
 traitlets = "*"
 
 [package.extras]
-dev = ["black[jupyter] (==23.7.0)", "build", "bump2version", "coverage", "hatch", "pre-commit", "pytest-cov", "ruff (==0.0.286)"]
+dev = ["black[jupyter] (==23.10.1)", "build", "bump2version", "coverage", "hatch", "pre-commit", "pytest-cov", "ruff (==0.1.4)"]
 docs = ["jsx-lexer", "myst-parser", "pydata-sphinx-theme (>=0.13.0)", "pytest", "pytest-check-links", "pytest-tornasync", "sphinx (>=1.8,<7.2.0)", "sphinx-copybutton"]
 docs-screenshots = ["altair (==5.0.1)", "ipython (==8.14.0)", "ipywidgets (==8.0.6)", "jupyterlab-geojson (==3.4.0)", "jupyterlab-language-pack-zh-cn (==4.0.post0)", "matplotlib (==3.7.1)", "nbconvert (>=7.0.0)", "pandas (==2.0.2)", "scipy (==1.10.1)", "vega-datasets (==0.9.0)"]
 test = ["coverage", "pytest (>=7.0)", "pytest-check-links (>=0.7)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter (>=0.5.3)", "pytest-timeout", "pytest-tornasync", "requests", "requests-cache", "virtualenv"]
 
 [[package]]
 name = "jupyterlab-pygments"
-version = "0.2.2"
+version = "0.3.0"
 description = "Pygments theme using JupyterLab CSS variables"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "jupyterlab_pygments-0.2.2-py2.py3-none-any.whl", hash = "sha256:2405800db07c9f770863bcf8049a529c3dd4d3e28536638bd7c1c01d2748309f"},
-    {file = "jupyterlab_pygments-0.2.2.tar.gz", hash = "sha256:7405d7fde60819d905a9fa8ce89e4cd830e318cdad22a0030f7a901da705585d"},
+    {file = "jupyterlab_pygments-0.3.0-py3-none-any.whl", hash = "sha256:841a89020971da1d8693f1a99997aefc5dc424bb1b251fd6322462a1b8842780"},
+    {file = "jupyterlab_pygments-0.3.0.tar.gz", hash = "sha256:721aca4d9029252b11cfa9d185e5b5af4d54772bb8072f9b7036f4170054d35d"},
 ]
 
 [[package]]
 name = "jupyterlab-server"
-version = "2.24.0"
+version = "2.25.2"
 description = "A set of server components for JupyterLab and JupyterLab like applications."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "jupyterlab_server-2.24.0-py3-none-any.whl", hash = "sha256:5f077e142bb8dc9b843d960f940c513581bceca3793a0d80f9c67d9522c4e876"},
-    {file = "jupyterlab_server-2.24.0.tar.gz", hash = "sha256:4e6f99e0a5579bbbc32e449c4dbb039561d4f1a7827d5733273ed56738f21f07"},
+    {file = "jupyterlab_server-2.25.2-py3-none-any.whl", hash = "sha256:5b1798c9cc6a44f65c757de9f97fc06fc3d42535afbf47d2ace5e964ab447aaf"},
+    {file = "jupyterlab_server-2.25.2.tar.gz", hash = "sha256:bd0ec7a99ebcedc8bcff939ef86e52c378e44c2707e053fcd81d046ce979ee63"},
 ]
 
 [package.dependencies]
@@ -1899,15 +1755,15 @@ babel = ">=2.10"
 importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""}
 jinja2 = ">=3.0.3"
 json5 = ">=0.9.0"
-jsonschema = ">=4.17.3"
+jsonschema = ">=4.18.0"
 jupyter-server = ">=1.21,<3"
 packaging = ">=21.3"
-requests = ">=2.28"
+requests = ">=2.31"
 
 [package.extras]
 docs = ["autodoc-traits", "jinja2 (<3.2.0)", "mistune (<4)", "myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-copybutton", "sphinxcontrib-openapi (>0.8)"]
-openapi = ["openapi-core (>=0.16.1,<0.17.0)", "ruamel-yaml"]
-test = ["hatch", "ipykernel", "jupyterlab-server[openapi]", "openapi-spec-validator (>=0.5.1,<0.7.0)", "pytest (>=7.0)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter[server] (>=0.6.2)", "pytest-timeout", "requests-mock", "sphinxcontrib-spelling", "strict-rfc3339", "werkzeug"]
+openapi = ["openapi-core (>=0.18.0,<0.19.0)", "ruamel-yaml"]
+test = ["hatch", "ipykernel", "openapi-core (>=0.18.0,<0.19.0)", "openapi-spec-validator (>=0.6.0,<0.8.0)", "pytest (>=7.0)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter[server] (>=0.6.2)", "pytest-timeout", "requests-mock", "ruamel-yaml", "sphinxcontrib-spelling", "strict-rfc3339", "werkzeug"]
 
 [[package]]
 name = "jupyterlab-widgets"
@@ -1922,13 +1778,13 @@ files = [
 
 [[package]]
 name = "keyring"
-version = "24.2.0"
+version = "24.3.0"
 description = "Store and access your passwords safely."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "keyring-24.2.0-py3-none-any.whl", hash = "sha256:4901caaf597bfd3bbd78c9a0c7c4c29fcd8310dab2cffefe749e916b6527acd6"},
-    {file = "keyring-24.2.0.tar.gz", hash = "sha256:ca0746a19ec421219f4d713f848fa297a661a8a8c1504867e55bfb5e09091509"},
+    {file = "keyring-24.3.0-py3-none-any.whl", hash = "sha256:4446d35d636e6a10b8bce7caa66913dd9eca5fd222ca03a3d42c38608ac30836"},
+    {file = "keyring-24.3.0.tar.gz", hash = "sha256:e730ecffd309658a08ee82535a3b5ec4b4c8669a9be11efb66249d8e0aeb9a25"},
 ]
 
 [package.dependencies]
@@ -1939,9 +1795,9 @@ pywin32-ctypes = {version = ">=0.2.0", markers = "sys_platform == \"win32\""}
 SecretStorage = {version = ">=3.2", markers = "sys_platform == \"linux\""}
 
 [package.extras]
-completion = ["shtab"]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+completion = ["shtab (>=1.1.0)"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
 
 [[package]]
 name = "lazy-object-proxy"
@@ -2214,123 +2070,40 @@ files = [
     {file = "msgpack-1.0.7.tar.gz", hash = "sha256:572efc93db7a4d27e404501975ca6d2d9775705c2d922390d878fcf768d92c87"},
 ]
 
-[[package]]
-name = "multidict"
-version = "6.0.4"
-description = "multidict implementation"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "multidict-6.0.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:0b1a97283e0c85772d613878028fec909f003993e1007eafa715b24b377cb9b8"},
-    {file = "multidict-6.0.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:eeb6dcc05e911516ae3d1f207d4b0520d07f54484c49dfc294d6e7d63b734171"},
-    {file = "multidict-6.0.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d6d635d5209b82a3492508cf5b365f3446afb65ae7ebd755e70e18f287b0adf7"},
-    {file = "multidict-6.0.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c048099e4c9e9d615545e2001d3d8a4380bd403e1a0578734e0d31703d1b0c0b"},
-    {file = "multidict-6.0.4-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ea20853c6dbbb53ed34cb4d080382169b6f4554d394015f1bef35e881bf83547"},
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+    {file = "mypy-1.7.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:2643d145af5292ee956aa0a83c2ce1038a3bdb26e033dadeb2f7066fb0c9abce"},
+    {file = "mypy-1.7.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:75aa828610b67462ffe3057d4d8a4112105ed211596b750b53cbfe182f44777a"},
+    {file = "mypy-1.7.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:ee5d62d28b854eb61889cde4e1dbc10fbaa5560cb39780c3995f6737f7e82120"},
+    {file = "mypy-1.7.1-cp39-cp39-win_amd64.whl", hash = "sha256:72cf32ce7dd3562373f78bd751f73c96cfb441de147cc2448a92c1a308bd0ca6"},
+    {file = "mypy-1.7.1-py3-none-any.whl", hash = "sha256:f7c5d642db47376a0cc130f0de6d055056e010debdaf0707cd2b0fc7e7ef30ea"},
+    {file = "mypy-1.7.1.tar.gz", hash = "sha256:fcb6d9afb1b6208b4c712af0dafdc650f518836065df0d4fb1d800f5d6773db2"},
 ]
 
 [package.dependencies]
@@ -2341,6 +2114,7 @@ typing-extensions = ">=4.1.0"
 [package.extras]
 dmypy = ["psutil (>=4.0)"]
 install-types = ["pip"]
+mypyc = ["setuptools (>=50)"]
 reports = ["lxml"]
 
 [[package]]
@@ -2356,13 +2130,13 @@ files = [
 
 [[package]]
 name = "nbclient"
-version = "0.8.0"
+version = "0.9.0"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "nbclient-0.8.0-py3-none-any.whl", hash = "sha256:25e861299e5303a0477568557c4045eccc7a34c17fc08e7959558707b9ebe548"},
-    {file = "nbclient-0.8.0.tar.gz", hash = "sha256:f9b179cd4b2d7bca965f900a2ebf0db4a12ebff2f36a711cb66861e4ae158e55"},
+    {file = "nbclient-0.9.0-py3-none-any.whl", hash = "sha256:a3a1ddfb34d4a9d17fc744d655962714a866639acd30130e9be84191cd97cd15"},
+    {file = "nbclient-0.9.0.tar.gz", hash = "sha256:4b28c207877cf33ef3a9838cdc7a54c5ceff981194a82eac59d558f05487295e"},
 ]
 
 [package.dependencies]
@@ -2378,13 +2152,13 @@ test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=
 
 [[package]]
 name = "nbconvert"
-version = "7.9.2"
+version = "7.12.0"
 description = "Converting Jupyter Notebooks"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "nbconvert-7.9.2-py3-none-any.whl", hash = "sha256:39fe4b8bdd1b0104fdd86fc8a43a9077ba64c720bda4c6132690d917a0a154ee"},
-    {file = "nbconvert-7.9.2.tar.gz", hash = "sha256:e56cc7588acc4f93e2bb5a34ec69028e4941797b2bfaf6462f18a41d1cc258c9"},
+    {file = "nbconvert-7.12.0-py3-none-any.whl", hash = "sha256:5b6c848194d270cc55fb691169202620d7b52a12fec259508d142ecbe4219310"},
+    {file = "nbconvert-7.12.0.tar.gz", hash = "sha256:b1564bd89f69a74cd6398b0362da94db07aafb991b7857216a766204a71612c0"},
 ]
 
 [package.dependencies]
@@ -2411,7 +2185,7 @@ docs = ["ipykernel", "ipython", "myst-parser", "nbsphinx (>=0.2.12)", "pydata-sp
 qtpdf = ["nbconvert[qtpng]"]
 qtpng = ["pyqtwebengine (>=5.15)"]
 serve = ["tornado (>=6.1)"]
-test = ["flaky", "ipykernel", "ipywidgets (>=7)", "pytest", "pytest-dependency"]
+test = ["flaky", "ipykernel", "ipywidgets (>=7)", "pytest"]
 webpdf = ["playwright"]
 
 [[package]]
@@ -2462,13 +2236,13 @@ setuptools = "*"
 
 [[package]]
 name = "notebook"
-version = "7.0.4"
+version = "7.0.6"
 description = "Jupyter Notebook - A web-based notebook environment for interactive computing"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "notebook-7.0.4-py3-none-any.whl", hash = "sha256:ee738414ac01773c1ad6834cf76cc6f1ce140ac8197fd13b3e2d44d89e257f72"},
-    {file = "notebook-7.0.4.tar.gz", hash = "sha256:0c1b458f72ce8774445c8ef9ed2492bd0b9ce9605ac996e2b066114f69795e71"},
+    {file = "notebook-7.0.6-py3-none-any.whl", hash = "sha256:0fe8f67102fea3744fedf652e4c15339390902ca70c5a31c4f547fa23da697cc"},
+    {file = "notebook-7.0.6.tar.gz", hash = "sha256:ec6113b06529019f7f287819af06c97a2baf7a95ac21a8f6e32192898e9f9a58"},
 ]
 
 [package.dependencies]
@@ -2502,25 +2276,26 @@ test = ["pytest", "pytest-console-scripts", "pytest-jupyter", "pytest-tornasync"
 
 [[package]]
 name = "openai"
-version = "0.27.10"
-description = "Python client library for the OpenAI API"
+version = "1.3.8"
+description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.7.1"
 files = [
-    {file = "openai-0.27.10-py3-none-any.whl", hash = "sha256:beabd1757e3286fa166dde3b70ebb5ad8081af046876b47c14c41e203ed22a14"},
-    {file = "openai-0.27.10.tar.gz", hash = "sha256:60e09edf7100080283688748c6803b7b3b52d5a55d21890f3815292a0552d83b"},
+    {file = "openai-1.3.8-py3-none-any.whl", hash = "sha256:ac5a17352b96db862390d2e6f51de9f7eb32e733f412467b2f160fbd3d0f2609"},
+    {file = "openai-1.3.8.tar.gz", hash = "sha256:54963ff247abe185aad6ee443820e48ad9f87eb4de970acb2514bc113ced748c"},
 ]
 
 [package.dependencies]
-aiohttp = "*"
-requests = ">=2.20"
-tqdm = "*"
+anyio = ">=3.5.0,<5"
+distro = ">=1.7.0,<2"
+httpx = ">=0.23.0,<1"
+pydantic = ">=1.9.0,<3"
+sniffio = "*"
+tqdm = ">4"
+typing-extensions = ">=4.5,<5"
 
 [package.extras]
-datalib = ["numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
-dev = ["black (>=21.6b0,<22.0)", "pytest (==6.*)", "pytest-asyncio", "pytest-mock"]
-embeddings = ["matplotlib", "numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)", "plotly", "scikit-learn (>=1.0.2)", "scipy", "tenacity (>=8.0.1)"]
-wandb = ["numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)", "wandb"]
+datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
 
 [[package]]
 name = "overrides"
@@ -2535,13 +2310,13 @@ files = [
 
 [[package]]
 name = "packaging"
-version = "23.0"
+version = "23.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "packaging-23.0-py3-none-any.whl", hash = "sha256:714ac14496c3e68c99c29b00845f7a2b85f3bb6f1078fd9f72fd20f0570002b2"},
-    {file = "packaging-23.0.tar.gz", hash = "sha256:b6ad297f8907de0fa2fe1ccbd26fdaf387f5f47c7275fedf8cce89f99446cf97"},
+    {file = "packaging-23.2-py3-none-any.whl", hash = "sha256:8c491190033a9af7e1d931d0b5dacc2ef47509b34dd0de67ed209b5203fc88c7"},
+    {file = "packaging-23.2.tar.gz", hash = "sha256:048fb0e9405036518eaaf48a55953c750c11e1a1b68e0dd1a9d62ed0c092cfc5"},
 ]
 
 [[package]]
@@ -2583,40 +2358,83 @@ files = [
 
 [[package]]
 name = "pbr"
-version = "5.11.1"
+version = "6.0.0"
 description = "Python Build Reasonableness"
 optional = false
 python-versions = ">=2.6"
 files = [
-    {file = "pbr-5.11.1-py2.py3-none-any.whl", hash = "sha256:567f09558bae2b3ab53cb3c1e2e33e726ff3338e7bae3db5dc954b3a44eef12b"},
-    {file = "pbr-5.11.1.tar.gz", hash = "sha256:aefc51675b0b533d56bb5fd1c8c6c0522fe31896679882e1c4c63d5e4a0fccb3"},
+    {file = "pbr-6.0.0-py2.py3-none-any.whl", hash = "sha256:4a7317d5e3b17a3dccb6a8cfe67dab65b20551404c52c8ed41279fa4f0cb4cda"},
+    {file = "pbr-6.0.0.tar.gz", hash = "sha256:d1377122a5a00e2f940ee482999518efe16d745d423a670c27773dfbc3c9a7d9"},
 ]
 
+[[package]]
+name = "pep517"
+version = "0.13.1"
+description = "Wrappers to build Python packages using PEP 517 hooks"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "pep517-0.13.1-py3-none-any.whl", hash = "sha256:31b206f67165b3536dd577c5c3f1518e8fbaf38cbc57efff8369a392feff1721"},
+    {file = "pep517-0.13.1.tar.gz", hash = "sha256:1b2fa2ffd3938bb4beffe5d6146cbcb2bda996a5a4da9f31abffd8b24e07b317"},
+]
+
+[package.dependencies]
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+
 [[package]]
 name = "pexpect"
-version = "4.8.0"
+version = "4.9.0"
 description = "Pexpect allows easy control of interactive console applications."
 optional = false
 python-versions = "*"
 files = [
-    {file = "pexpect-4.8.0-py2.py3-none-any.whl", hash = "sha256:0b48a55dcb3c05f3329815901ea4fc1537514d6ba867a152b581d69ae3710937"},
-    {file = "pexpect-4.8.0.tar.gz", hash = "sha256:fc65a43959d153d0114afe13997d439c22823a27cefceb5ff35c2178c6784c0c"},
+    {file = "pexpect-4.9.0-py2.py3-none-any.whl", hash = "sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523"},
+    {file = "pexpect-4.9.0.tar.gz", hash = "sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f"},
 ]
 
 [package.dependencies]
 ptyprocess = ">=0.5"
 
 [[package]]
-name = "pickleshare"
-version = "0.7.5"
-description = "Tiny 'shelve'-like database with concurrency support"
+name = "pip"
+version = "23.3.1"
+description = "The PyPA recommended tool for installing Python packages."
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
+files = [
+    {file = "pip-23.3.1-py3-none-any.whl", hash = "sha256:55eb67bb6171d37447e82213be585b75fe2b12b359e993773aca4de9247a052b"},
+    {file = "pip-23.3.1.tar.gz", hash = "sha256:1fcaa041308d01f14575f6d0d2ea4b75a3e2871fe4f9c694976f908768e14174"},
+]
+
+[[package]]
+name = "pip-api"
+version = "0.0.30"
+description = "An unofficial, importable pip API"
+optional = false
+python-versions = ">=3.7"
 files = [
-    {file = "pickleshare-0.7.5-py2.py3-none-any.whl", hash = "sha256:9649af414d74d4df115d5d718f82acb59c9d418196b7b4290ed47a12ce62df56"},
-    {file = "pickleshare-0.7.5.tar.gz", hash = "sha256:87683d47965c1da65cdacaf31c8441d12b8044cdec9aca500cd78fc2c683afca"},
+    {file = "pip-api-0.0.30.tar.gz", hash = "sha256:a05df2c7aa9b7157374bcf4273544201a0c7bae60a9c65bcf84f3959ef3896f3"},
+    {file = "pip_api-0.0.30-py3-none-any.whl", hash = "sha256:2a0314bd31522eb9ffe8a99668b0d07fee34ebc537931e7b6483001dbedcbdc9"},
 ]
 
+[package.dependencies]
+pip = "*"
+
+[[package]]
+name = "pipreqs"
+version = "0.4.13"
+description = "Pip requirements.txt generator based on imports in project"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "pipreqs-0.4.13-py2.py3-none-any.whl", hash = "sha256:e522b9ed54aa3e8b7978ff251ab7a9af2f75d2cd8de4c102e881b666a79a308e"},
+    {file = "pipreqs-0.4.13.tar.gz", hash = "sha256:a17f167880b6921be37533ce4c81ddc6e22b465c107aad557db43b1add56a99b"},
+]
+
+[package.dependencies]
+docopt = "*"
+yarg = "*"
+
 [[package]]
 name = "pkginfo"
 version = "1.9.6"
@@ -2646,6 +2464,25 @@ files = [
 docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.1)", "sphinx-autodoc-typehints (>=1.24)"]
 test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)"]
 
+[[package]]
+name = "plette"
+version = "0.4.4"
+description = "Structured Pipfile and Pipfile.lock models."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "plette-0.4.4-py2.py3-none-any.whl", hash = "sha256:42d68ce8c6b966874b68758d87d7f20fcff2eff0d861903eea1062126be4d98f"},
+    {file = "plette-0.4.4.tar.gz", hash = "sha256:06b8c09eb90293ad0b8101cb5c95c4ea53e9b2b582901845d0904ff02d237454"},
+]
+
+[package.dependencies]
+cerberus = {version = "*", optional = true, markers = "extra == \"validation\""}
+tomlkit = "*"
+
+[package.extras]
+tests = ["pytest", "pytest-cov", "pytest-xdist"]
+validation = ["cerberus"]
+
 [[package]]
 name = "pluggy"
 version = "1.3.0"
@@ -2663,31 +2500,31 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "poetry"
-version = "1.6.1"
+version = "1.7.1"
 description = "Python dependency management and packaging made easy."
 optional = false
 python-versions = ">=3.8,<4.0"
 files = [
-    {file = "poetry-1.6.1-py3-none-any.whl", hash = "sha256:9b4cb6079c08cc0d91e8cba18a6bd4d4f7d7830263a7fb18ecb3faa77937c988"},
-    {file = "poetry-1.6.1.tar.gz", hash = "sha256:0ab9b1a592731cc8b252b8d6aaeea19c72cc0a109d7468b829ad57e6c48039d2"},
+    {file = "poetry-1.7.1-py3-none-any.whl", hash = "sha256:03d3807a0fb3bc1028cc3707dfd646aae629d58e476f7e7f062437680741c561"},
+    {file = "poetry-1.7.1.tar.gz", hash = "sha256:b348a70e7d67ad9c0bd3d0ea255bc6df84c24cf4b16f8d104adb30b425d6ff32"},
 ]
 
 [package.dependencies]
-build = ">=0.10.0,<0.11.0"
+build = ">=1.0.3,<2.0.0"
 cachecontrol = {version = ">=0.13.0,<0.14.0", extras = ["filecache"]}
-cleo = ">=2.0.0,<3.0.0"
+cleo = ">=2.1.0,<3.0.0"
 crashtest = ">=0.4.1,<0.5.0"
 dulwich = ">=0.21.2,<0.22.0"
+fastjsonschema = ">=2.18.0,<3.0.0"
 importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
 installer = ">=0.7.0,<0.8.0"
-jsonschema = ">=4.10.0,<4.18.0"
 keyring = ">=24.0.0,<25.0.0"
-packaging = ">=20.4"
+packaging = ">=20.5"
 pexpect = ">=4.7.0,<5.0.0"
 pkginfo = ">=1.9.4,<2.0.0"
 platformdirs = ">=3.0.0,<4.0.0"
-poetry-core = "1.7.0"
-poetry-plugin-export = ">=1.5.0,<2.0.0"
+poetry-core = "1.8.1"
+poetry-plugin-export = ">=1.6.0,<2.0.0"
 pyproject-hooks = ">=1.0.0,<2.0.0"
 requests = ">=2.26,<3.0"
 requests-toolbelt = ">=0.9.1,<2"
@@ -2695,18 +2532,18 @@ shellingham = ">=1.5,<2.0"
 tomli = {version = ">=2.0.1,<3.0.0", markers = "python_version < \"3.11\""}
 tomlkit = ">=0.11.4,<1.0.0"
 trove-classifiers = ">=2022.5.19"
-virtualenv = ">=20.22.0,<21.0.0"
+virtualenv = ">=20.23.0,<21.0.0"
 xattr = {version = ">=0.10.0,<0.11.0", markers = "sys_platform == \"darwin\""}
 
 [[package]]
 name = "poetry-core"
-version = "1.7.0"
+version = "1.8.1"
 description = "Poetry PEP 517 Build Backend"
 optional = false
 python-versions = ">=3.8,<4.0"
 files = [
-    {file = "poetry_core-1.7.0-py3-none-any.whl", hash = "sha256:38e174cdb00a84ee4a1cab66a378b435747f72414f5573bc18cfc3850a94df38"},
-    {file = "poetry_core-1.7.0.tar.gz", hash = "sha256:8f679b83bd9c820082637beca1204124d5d2a786e4818da47ec8acefd0353b74"},
+    {file = "poetry_core-1.8.1-py3-none-any.whl", hash = "sha256:194832b24f3283e01c5402eae71a6aae850ecdfe53f50a979c76bf7aa5010ffa"},
+    {file = "poetry_core-1.8.1.tar.gz", hash = "sha256:67a76c671da2a70e55047cddda83566035b701f7e463b32a2abfeac6e2a16376"},
 ]
 
 [[package]]
@@ -2725,28 +2562,28 @@ poetry = ">=1.5.1,<2.0.0"
 
 [[package]]
 name = "poetry-plugin-export"
-version = "1.5.0"
+version = "1.6.0"
 description = "Poetry plugin to export the dependencies to various formats"
 optional = false
 python-versions = ">=3.8,<4.0"
 files = [
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+    {file = "poetry_plugin_export-1.6.0-py3-none-any.whl", hash = "sha256:2dce6204c9318f1f6509a11a03921fb3f461b201840b59f1c237b6ab454dabcf"},
+    {file = "poetry_plugin_export-1.6.0.tar.gz", hash = "sha256:091939434984267a91abf2f916a26b00cff4eee8da63ec2a24ba4b17cf969a59"},
 ]
 
 [package.dependencies]
-poetry = ">=1.5.0,<2.0.0"
-poetry-core = ">=1.6.0,<2.0.0"
+poetry = ">=1.6.0,<2.0.0"
+poetry-core = ">=1.7.0,<2.0.0"
 
 [[package]]
 name = "pre-commit"
-version = "3.4.0"
+version = "3.5.0"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2758,13 +2595,13 @@ virtualenv = ">=20.10.0"
 
 [[package]]
 name = "prometheus-client"
-version = "0.17.1"
+version = "0.19.0"
 description = "Python client for the Prometheus monitoring system."
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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+    {file = "prometheus_client-0.19.0-py3-none-any.whl", hash = "sha256:c88b1e6ecf6b41cd8fb5731c7ae919bf66df6ec6fafa555cd6c0e16ca169ae92"},
+    {file = "prometheus_client-0.19.0.tar.gz", hash = "sha256:4585b0d1223148c27a225b10dbec5ae9bc4c81a99a3fa80774fa6209935324e1"},
 ]
 
 [package.extras]
@@ -2772,13 +2609,13 @@ twisted = ["twisted"]
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.39"
+version = "3.0.41"
 description = "Library for building powerful interactive command lines in Python"
 optional = false
 python-versions = ">=3.7.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -2786,25 +2623,27 @@ wcwidth = "*"
 
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 name = "psutil"
-version = "5.9.5"
+version = "5.9.6"
 description = "Cross-platform lib for process and system monitoring in Python."
 optional = false
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 [package.extras]
@@ -2857,6 +2696,142 @@ files = [
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 ]
 
+[[package]]
+name = "pydantic"
+version = "2.5.2"
+description = "Data validation using Python type hints"
+optional = false
+python-versions = ">=3.7"
+files = [
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+
+[package.dependencies]
+annotated-types = ">=0.4.0"
+pydantic-core = "2.14.5"
+typing-extensions = ">=4.6.1"
+
+[package.extras]
+email = ["email-validator (>=2.0.0)"]
+
+[[package]]
+name = "pydantic-core"
+version = "2.14.5"
+description = ""
+optional = false
+python-versions = ">=3.7"
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@@ -3497,6 +3408,21 @@ async-timeout = {version = ">=4.0.2", markers = "python_full_version <= \"3.11.2
 hiredis = ["hiredis (>=1.0.0)"]
 ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==20.0.1)", "requests (>=2.26.0)"]
 
+[[package]]
+name = "referencing"
+version = "0.32.0"
+description = "JSON Referencing + Python"
+optional = false
+python-versions = ">=3.8"
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+
+[package.dependencies]
+attrs = ">=22.2.0"
+rpds-py = ">=0.7.0"
+
 [[package]]
 name = "requests"
 version = "2.31.0"
@@ -3532,6 +3458,33 @@ files = [
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 requests = ">=2.0.1,<3.0.0"
 
+[[package]]
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+version = "3.0.0"
+description = "A tool for converting between pip-style and pipfile requirements."
+optional = false
+python-versions = ">=3.7"
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+
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+platformdirs = "*"
+plette = {version = "*", extras = ["validation"]}
+pydantic = "*"
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+tomlkit = ">=0.5.3"
+
+[package.extras]
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+tests = ["coverage", "hypothesis", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "readme-renderer[md]"]
+
 [[package]]
 name = "rfc3339-validator"
 version = "0.1.4"
@@ -3559,13 +3512,13 @@ files = [
 
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 name = "rich"
-version = "13.6.0"
+version = "13.7.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
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 [package.extras]
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+
 [[package]]
 name = "ruamel-yaml"
-version = "0.17.35"
+version = "0.18.5"
 description = "ruamel.yaml is a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order"
 optional = false
-python-versions = ">=3"
+python-versions = ">=3.7"
 files = [
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 [package.dependencies]
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 [package.extras]
-docs = ["ryd"]
+docs = ["mercurial (>5.7)", "ryd"]
 jinja2 = ["ruamel.yaml.jinja2 (>=0.2)"]
 
 [[package]]
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@@ -3640,13 +3715,13 @@ files = [
 
 [[package]]
 name = "safety"
-version = "2.4.0b1"
+version = "2.4.0b2"
 description = "Checks installed dependencies for known vulnerabilities and licenses."
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [package.dependencies]
@@ -3654,7 +3729,7 @@ Click = ">=8.0.2"
 dparse = ">=0.6.2"
 jinja2 = {version = ">=3.1.0", markers = "python_version >= \"3.7\""}
 marshmallow = {version = ">=3.15.0", markers = "python_version >= \"3.7\""}
-packaging = ">=21.0,<=23.0"
+packaging = ">=21.0"
 requests = "*"
 "ruamel.yaml" = ">=0.17.21"
 setuptools = {version = ">=65.5.1", markers = "python_version >= \"3.7\""}
@@ -3697,29 +3772,29 @@ win32 = ["pywin32"]
 
 [[package]]
 name = "setuptools"
-version = "68.2.2"
+version = "69.0.2"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "setuptools-68.2.2-py3-none-any.whl", hash = "sha256:b454a35605876da60632df1a60f736524eb73cc47bbc9f3f1ef1b644de74fd2a"},
-    {file = "setuptools-68.2.2.tar.gz", hash = "sha256:4ac1475276d2f1c48684874089fefcd83bd7162ddaafb81fac866ba0db282a87"},
+    {file = "setuptools-69.0.2-py3-none-any.whl", hash = "sha256:1e8fdff6797d3865f37397be788a4e3cba233608e9b509382a2777d25ebde7f2"},
+    {file = "setuptools-69.0.2.tar.gz", hash = "sha256:735896e78a4742605974de002ac60562d286fa8051a7e2299445e8e8fbb01aa6"},
 ]
 
 [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)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "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 (<7.2.5)", "sphinx (>=3.5)", "sphinx-favicon", "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] (>=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 = "shellingham"
-version = "1.5.3"
+version = "1.5.4"
 description = "Tool to Detect Surrounding Shell"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "shellingham-1.5.3-py2.py3-none-any.whl", hash = "sha256:419c6a164770c9c7cfcaeddfacb3d31ac7a8db0b0f3e9c1287679359734107e9"},
-    {file = "shellingham-1.5.3.tar.gz", hash = "sha256:cb4a6fec583535bc6da17b647dd2330cf7ef30239e05d547d99ae3705fd0f7f8"},
+    {file = "shellingham-1.5.4-py2.py3-none-any.whl", hash = "sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686"},
+    {file = "shellingham-1.5.4.tar.gz", hash = "sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de"},
 ]
 
 [[package]]
@@ -3812,13 +3887,13 @@ pbr = ">=2.0.0,<2.1.0 || >2.1.0"
 
 [[package]]
 name = "terminado"
-version = "0.17.1"
+version = "0.18.0"
 description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "terminado-0.17.1-py3-none-any.whl", hash = "sha256:8650d44334eba354dd591129ca3124a6ba42c3d5b70df5051b6921d506fdaeae"},
-    {file = "terminado-0.17.1.tar.gz", hash = "sha256:6ccbbcd3a4f8a25a5ec04991f39a0b8db52dfcd487ea0e578d977e6752380333"},
+    {file = "terminado-0.18.0-py3-none-any.whl", hash = "sha256:87b0d96642d0fe5f5abd7783857b9cab167f221a39ff98e3b9619a788a3c0f2e"},
+    {file = "terminado-0.18.0.tar.gz", hash = "sha256:1ea08a89b835dd1b8c0c900d92848147cef2537243361b2e3f4dc15df9b6fded"},
 ]
 
 [package.dependencies]
@@ -3829,6 +3904,7 @@ tornado = ">=6.1.0"
 [package.extras]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
 test = ["pre-commit", "pytest (>=7.0)", "pytest-timeout"]
+typing = ["mypy (>=1.6,<2.0)", "traitlets (>=5.11.1)"]
 
 [[package]]
 name = "tinycss2"
@@ -3872,33 +3948,33 @@ files = [
 
 [[package]]
 name = "tomlkit"
-version = "0.12.1"
+version = "0.12.3"
 description = "Style preserving TOML library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "tomlkit-0.12.1-py3-none-any.whl", hash = "sha256:712cbd236609acc6a3e2e97253dfc52d4c2082982a88f61b640ecf0817eab899"},
-    {file = "tomlkit-0.12.1.tar.gz", hash = "sha256:38e1ff8edb991273ec9f6181244a6a391ac30e9f5098e7535640ea6be97a7c86"},
+    {file = "tomlkit-0.12.3-py3-none-any.whl", hash = "sha256:b0a645a9156dc7cb5d3a1f0d4bab66db287fcb8e0430bdd4664a095ea16414ba"},
+    {file = "tomlkit-0.12.3.tar.gz", hash = "sha256:75baf5012d06501f07bee5bf8e801b9f343e7aac5a92581f20f80ce632e6b5a4"},
 ]
 
 [[package]]
 name = "tornado"
-version = "6.3.3"
+version = "6.4"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
 optional = false
 python-versions = ">= 3.8"
 files = [
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+    {file = "tornado-6.4-cp38-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f0251554cdd50b4b44362f73ad5ba7126fc5b2c2895cc62b14a1c2d7ea32f212"},
+    {file = "tornado-6.4-cp38-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:fd03192e287fbd0899dd8f81c6fb9cbbc69194d2074b38f384cb6fa72b80e9c2"},
+    {file = "tornado-6.4-cp38-abi3-musllinux_1_1_i686.whl", hash = "sha256:88b84956273fbd73420e6d4b8d5ccbe913c65d31351b4c004ae362eba06e1f78"},
+    {file = "tornado-6.4-cp38-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:71ddfc23a0e03ef2df1c1397d859868d158c8276a0603b96cf86892bff58149f"},
+    {file = "tornado-6.4-cp38-abi3-win32.whl", hash = "sha256:6f8a6c77900f5ae93d8b4ae1196472d0ccc2775cc1dfdc9e7727889145c45052"},
+    {file = "tornado-6.4-cp38-abi3-win_amd64.whl", hash = "sha256:10aeaa8006333433da48dec9fe417877f8bcc21f48dda8d661ae79da357b2a63"},
+    {file = "tornado-6.4.tar.gz", hash = "sha256:72291fa6e6bc84e626589f1c29d90a5a6d593ef5ae68052ee2ef000dfd273dee"},
 ]
 
 [[package]]
@@ -3923,28 +3999,28 @@ telegram = ["requests"]
 
 [[package]]
 name = "traitlets"
-version = "5.11.2"
+version = "5.14.0"
 description = "Traitlets Python configuration system"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "traitlets-5.11.2-py3-none-any.whl", hash = "sha256:98277f247f18b2c5cabaf4af369187754f4fb0e85911d473f72329db8a7f4fae"},
-    {file = "traitlets-5.11.2.tar.gz", hash = "sha256:7564b5bf8d38c40fa45498072bf4dc5e8346eb087bbf1e2ae2d8774f6a0f078e"},
+    {file = "traitlets-5.14.0-py3-none-any.whl", hash = "sha256:f14949d23829023013c47df20b4a76ccd1a85effb786dc060f34de7948361b33"},
+    {file = "traitlets-5.14.0.tar.gz", hash = "sha256:fcdaa8ac49c04dfa0ed3ee3384ef6dfdb5d6f3741502be247279407679296772"},
 ]
 
 [package.extras]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
-test = ["argcomplete (>=3.0.3)", "mypy (>=1.5.1)", "pre-commit", "pytest (>=7.0,<7.5)", "pytest-mock", "pytest-mypy-testing"]
+test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<7.5)", "pytest-mock", "pytest-mypy-testing"]
 
 [[package]]
 name = "trove-classifiers"
-version = "2023.9.19"
+version = "2023.11.29"
 description = "Canonical source for classifiers on PyPI (pypi.org)."
 optional = false
 python-versions = "*"
 files = [
-    {file = "trove-classifiers-2023.9.19.tar.gz", hash = "sha256:3e700af445c802f251ce2b741ee78d2e5dfa5ab8115b933b89ca631b414691c9"},
-    {file = "trove_classifiers-2023.9.19-py3-none-any.whl", hash = "sha256:55460364fe248294386d4dfa5d16544ec930493ecc6bd1db07a0d50afb37018e"},
+    {file = "trove-classifiers-2023.11.29.tar.gz", hash = "sha256:ff8f7fd82c7932113b46e7ef6742c70091cc63640c8c65db00d91f2e940b9514"},
+    {file = "trove_classifiers-2023.11.29-py3-none-any.whl", hash = "sha256:02307750cbbac2b3d13078662f8a5bf077732bf506e9c33c97204b7f68f3699e"},
 ]
 
 [[package]]
@@ -3985,36 +4061,35 @@ dev = ["flake8", "flake8-annotations", "flake8-bandit", "flake8-bugbear", "flake
 
 [[package]]
 name = "urllib3"
-version = "2.0.6"
+version = "2.1.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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-    {file = "urllib3-2.0.6.tar.gz", hash = "sha256:b19e1a85d206b56d7df1d5e683df4a7725252a964e3993648dd0fb5a1c157564"},
+    {file = "urllib3-2.1.0-py3-none-any.whl", hash = "sha256:55901e917a5896a349ff771be919f8bd99aff50b79fe58fec595eb37bbc56bb3"},
+    {file = "urllib3-2.1.0.tar.gz", hash = "sha256:df7aa8afb0148fa78488e7899b2c59b5f4ffcfa82e6c54ccb9dd37c1d7b52d54"},
 ]
 
 [package.extras]
 brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
-secure = ["certifi", "cryptography (>=1.9)", "idna (>=2.0.0)", "pyopenssl (>=17.1.0)", "urllib3-secure-extra"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.24.5"
+version = "20.25.0"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "virtualenv-20.24.5-py3-none-any.whl", hash = "sha256:b80039f280f4919c77b30f1c23294ae357c4c8701042086e3fc005963e4e537b"},
-    {file = "virtualenv-20.24.5.tar.gz", hash = "sha256:e8361967f6da6fbdf1426483bfe9fca8287c242ac0bc30429905721cefbff752"},
+    {file = "virtualenv-20.25.0-py3-none-any.whl", hash = "sha256:4238949c5ffe6876362d9c0180fc6c3a824a7b12b80604eeb8085f2ed7460de3"},
+    {file = "virtualenv-20.25.0.tar.gz", hash = "sha256:bf51c0d9c7dd63ea8e44086fa1e4fb1093a31e963b86959257378aef020e1f1b"},
 ]
 
 [package.dependencies]
 distlib = ">=0.3.7,<1"
 filelock = ">=3.12.2,<4"
-platformdirs = ">=3.9.1,<4"
+platformdirs = ">=3.9.1,<5"
 
 [package.extras]
 docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
@@ -4022,13 +4097,13 @@ test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess
 
 [[package]]
 name = "wcwidth"
-version = "0.2.8"
+version = "0.2.12"
 description = "Measures the displayed width of unicode strings in a terminal"
 optional = false
 python-versions = "*"
 files = [
-    {file = "wcwidth-0.2.8-py2.py3-none-any.whl", hash = "sha256:77f719e01648ed600dfa5402c347481c0992263b81a027344f3e1ba25493a704"},
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+    {file = "wcwidth-0.2.12.tar.gz", hash = "sha256:f01c104efdf57971bcb756f054dd58ddec5204dd15fa31d6503ea57947d97c02"},
 ]
 
 [[package]]
@@ -4059,13 +4134,13 @@ files = [
 
 [[package]]
 name = "websocket-client"
-version = "1.6.4"
+version = "1.7.0"
 description = "WebSocket client for Python with low level API options"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "websocket-client-1.6.4.tar.gz", hash = "sha256:b3324019b3c28572086c4a319f91d1dcd44e6e11cd340232978c684a7650d0df"},
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+    {file = "websocket-client-1.7.0.tar.gz", hash = "sha256:10e511ea3a8c744631d3bd77e61eb17ed09304c413ad42cf6ddfa4c7787e8fe6"},
+    {file = "websocket_client-1.7.0-py3-none-any.whl", hash = "sha256:f4c3d22fec12a2461427a29957ff07d35098ee2d976d3ba244e688b8b4057588"},
 ]
 
 [package.extras]
@@ -4086,86 +4161,81 @@ files = [
 
 [[package]]
 name = "wrapt"
-version = "1.15.0"
+version = "1.16.0"
 description = "Module for decorators, wrappers and monkey patching."
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+python-versions = ">=3.6"
 files = [
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+    {file = "yarg-0.1.9.tar.gz", hash = "sha256:55695bf4d1e3e7f756496c36a69ba32c40d18f821e38f61d028f6049e5e15911"},
 ]
 
 [package.dependencies]
-idna = ">=2.0"
-multidict = ">=4.0"
+requests = "*"
 
 [[package]]
 name = "zipp"
@@ -4357,4 +4354,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "9115de2caed061a15d217d054dc209d5e3b0503e3a0c3497f637657e1d0ead3b"
+content-hash = "531b6bd9ae2a45f1b73a3cb75eb3de04812ea8f2d3d6b905de756cb88fb1490c"
diff --git a/pyproject.toml b/pyproject.toml
index 799f4e8d..cbc7ba49 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -6,7 +6,7 @@ build-backend = "poetry.core.masonry.api"
 [tool.poetry]
 name = "parea-ai"
 packages = [{ include = "parea" }]
-version = "0.2.21"
+version = "0.2.21a0"
 description = "Parea python sdk"
 readme = "README.md"
 authors = ["joel-parea-ai <joel@parea.ai>"]