From bce4545021764a17a4d7aaedd8dee0f7cff03f4f Mon Sep 17 00:00:00 2001
From: Eugene Yurtsev <eyurtsev@gmail.com>
Date: Tue, 11 Feb 2025 15:38:17 -0500
Subject: [PATCH] docs: vcr only set up for markdown (#3339)

- PR branch for testing w/ typescript (@benjamincburns )
- implementation needs better cache invalidation for the cassettes
(@eyurtsev)

---------

Co-authored-by: Ben Burns <803016+benjamincburns@users.noreply.github.com>
---
 .github/workflows/deploy_docs.yml           |    3 +-
 .gitignore                                  |    1 +
 docs/.gitignore                             |    1 +
 docs/Makefile                               |    2 +
 docs/_scripts/__init__.py                   |    0
 docs/_scripts/assets/nock_setup_preamble.ts |   75 +
 docs/_scripts/assets/vcr_setup_preamble.py  |  108 +
 docs/_scripts/notebook_hooks.py             |  126 +-
 docs/_scripts/setup_vcr.py                  |   73 +
 docs/docs/concepts/low_level.md             |    6 +-
 docs/mkdocs.yml                             |   23 +
 docs/package.json                           |   12 +
 docs/poetry.lock                            | 5568 ++++++++++---------
 docs/pyproject.toml                         |    3 +-
 docs/tsconfig.json                          |   23 +
 docs/yarn.lock                              |  475 ++
 16 files changed, 3830 insertions(+), 2669 deletions(-)
 create mode 100644 docs/_scripts/__init__.py
 create mode 100644 docs/_scripts/assets/nock_setup_preamble.ts
 create mode 100644 docs/_scripts/assets/vcr_setup_preamble.py
 create mode 100644 docs/_scripts/setup_vcr.py
 create mode 100644 docs/tsconfig.json
 create mode 100644 docs/yarn.lock

diff --git a/.github/workflows/deploy_docs.yml b/.github/workflows/deploy_docs.yml
index 39dabca39..9a3d3304a 100644
--- a/.github/workflows/deploy_docs.yml
+++ b/.github/workflows/deploy_docs.yml
@@ -71,7 +71,8 @@ jobs:
             langsmith \
             langchain \
             GitPython \
-            "git+https://${GITHUB_TOKEN}@github.com/langchain-ai/mkdocs-material-insiders.git"
+            "git+https://${GITHUB_TOKEN}@github.com/langchain-ai/mkdocs-material-insiders.git" \
+            "git+https://github.com/benjamincburns/markdown-exec.git@2f702799f39bc32f594733b6df03c39ff81a7a17"
 
       - name: Lint Docs
         # This step lints the docs using the existing linting set up.
diff --git a/.gitignore b/.gitignore
index 7094e5053..bcd05091b 100644
--- a/.gitignore
+++ b/.gitignore
@@ -179,3 +179,4 @@ Untitled*.ipynb
 Chinook.db
 
 .vercel
+.turbo
diff --git a/docs/.gitignore b/docs/.gitignore
index f4d716881..05eab379e 100644
--- a/docs/.gitignore
+++ b/docs/.gitignore
@@ -2,3 +2,4 @@ site/
 docs/cloud/reference/sdk/js_ts_sdk_ref.md
 
 .vercel
+cassettes/
diff --git a/docs/Makefile b/docs/Makefile
index f407ac326..860c842eb 100644
--- a/docs/Makefile
+++ b/docs/Makefile
@@ -18,8 +18,10 @@ install-vercel-deps:
 
 vercel-build-docs: install-vercel-deps
 	poetry install
+	poetry run pip install "git+https://github.com/benjamincburns/markdown-exec.git@2f702799f39bc32f594733b6df03c39ff81a7a17"
 	make build-docs
 
+
 serve-clean-docs: clean-docs
 	poetry run python -m mkdocs serve -c -f mkdocs.yml --strict -w ../libs/langgraph
 
diff --git a/docs/_scripts/__init__.py b/docs/_scripts/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/docs/_scripts/assets/nock_setup_preamble.ts b/docs/_scripts/assets/nock_setup_preamble.ts
new file mode 100644
index 000000000..3a1c0a9d6
--- /dev/null
+++ b/docs/_scripts/assets/nock_setup_preamble.ts
@@ -0,0 +1,75 @@
+import nock, { Definition } from "nock";
+import msgpack from "msgpack-lite";
+import zlib from "node:zlib";
+import fs from "node:fs/promises";
+import { Buffer } from "node:buffer";
+
+// deno style imports here because we're running this in the deno jupyter kernel
+
+interface NockCassetteData {
+  hash: string;
+  entries: Definition[];
+}
+
+// Utility functions for compression & serialization
+function compressData(data: NockCassetteData, compressionLevel = 9): string {
+  const packed = msgpack.encode(data);
+  const compressed = zlib.deflateSync(packed, { level: compressionLevel });
+  return compressed.toString("base64");
+}
+
+function decompressData(compressedString: string): NockCassetteData {
+  const decoded = Buffer.from(compressedString, "base64");
+  const decompressed = zlib.inflateSync(decoded);
+  return msgpack.decode(decompressed) as NockCassetteData;
+}
+
+// deno-lint-ignore no-unused-vars
+class HashedCassette {
+  private recording = true;
+
+  constructor(
+    private readonly cassettePath: string,
+    private readonly hash: string
+  ) {}
+
+  async enter() {
+    try {
+      const rawCassette = await fs.readFile(this.cassettePath, "utf-8");
+      const data = decompressData(rawCassette);
+      if (data.hash === this.hash) {
+        this.recording = false;
+        nock.disableNetConnect();
+        nock.define(data.entries);
+        return;
+      }
+    } catch (error) {
+      if (error instanceof Error && error.message.includes("ENOENT")) {
+        this.recording = true;
+      } else {
+        throw error;
+      }
+    }
+
+    nock.recorder.rec({
+      dont_print: true,
+      output_objects: true,
+    });
+  }
+
+  async exit() {
+    if (this.recording) {
+      const entries = nock.recorder.play() as Definition[];
+      const data = {
+        hash: this.hash,
+        entries,
+      };
+      const compressed = compressData(data);
+      await fs.writeFile(this.cassettePath, compressed);
+    } else {
+      nock.enableNetConnect();
+      nock.restore();
+      nock.cleanAll();
+    }
+  }
+}
diff --git a/docs/_scripts/assets/vcr_setup_preamble.py b/docs/_scripts/assets/vcr_setup_preamble.py
new file mode 100644
index 000000000..e92045f8f
--- /dev/null
+++ b/docs/_scripts/assets/vcr_setup_preamble.py
@@ -0,0 +1,108 @@
+import base64
+import os
+import zlib
+from logging import getLogger
+from types import TracebackType
+from typing import Optional, Any, Type
+
+import msgpack
+import vcr
+
+logger = getLogger(__name__)
+
+os.environ.pop("LANGCHAIN_TRACING_V2", None)
+custom_vcr = vcr.VCR()
+
+
+def compress_data(data: Any, compression_level: int = 9) -> str:
+    packed = msgpack.packb(data, use_bin_type=True)
+    compressed = zlib.compress(packed, level=compression_level)
+    return base64.b64encode(compressed).decode("utf-8")
+
+
+def decompress_data(compressed_string: str) -> Any:
+    decoded = base64.b64decode(compressed_string)
+    decompressed = zlib.decompress(decoded)
+    return msgpack.unpackb(decompressed, raw=False)
+
+
+class AdvancedCompressedSerializer:
+    def serialize(self, cassette_dict: Any) -> str:
+        return compress_data(cassette_dict)
+
+    def deserialize(self, cassette_string: str) -> Any:
+        return decompress_data(cassette_string)
+
+
+custom_vcr.register_serializer("advanced_compressed", AdvancedCompressedSerializer())
+custom_vcr.serializer = "advanced_compressed"
+
+
+class HashedCassette:
+    def __init__(self, cassette_path: str, hash_value: str) -> None:
+        """A context manager for using VCR cassettes with an embedded hash value.
+
+        Args:
+            cassette_path (str): The file path of the cassette (independent of hash).
+            hash_value (str): The expected hash value (e.g. a uuid string).
+
+        This class provides a context manager for using VCR cassettes with an embedded hash value.
+        The hash value is used to ensure that the cassette matches the expected state, and if not,
+        the cassette is removed or updated with the new hash value.
+        """
+        self.cassette_path: str = cassette_path
+        self.hash_value: str = hash_value
+        self.vcr: vcr.VCR = custom_vcr
+        self.cassette_context: Optional[Any] = None
+
+    def __enter__(self) -> Any:
+        # Get the serializer instance from the VCR instance.
+        serializer = self.vcr.serializers[self.vcr.serializer]
+        # If the cassette file exists, check its embedded hash.
+        if os.path.exists(self.cassette_path):
+            with open(self.cassette_path, "r") as f:
+                content = f.read()
+            try:
+                cassette_data = serializer.deserialize(content)
+            except Exception as e:
+                print(f"Error deserializing cassette, removing file: {e}")
+                os.remove(self.cassette_path)
+            else:
+                existing_hash = cassette_data.get("cassette_hash")
+                if existing_hash != self.hash_value:
+                    print("Hash mismatch. Removing outdated cassette.")
+                    os.remove(self.cassette_path)
+        # Now enter the VCR cassette context.
+        self.cassette_context = custom_vcr.use_cassette(
+            self.cassette_path,
+            filter_headers=["x-api-key", "authorization"],
+            record_mode="once",
+            serializer="advanced_compressed",
+        )
+        return self.cassette_context.__enter__()
+
+    def __exit__(
+        self,
+        exc_type: Optional[Type[BaseException]] = None,
+        exc_val: Optional[BaseException] = None,
+        exc_tb: Optional[TracebackType] = None,
+    ) -> Optional[bool]:
+        # Exit the VCR cassette context.
+        result = self.cassette_context.__exit__(exc_type, exc_val, exc_tb)
+        serializer = self.vcr.serializers[self.vcr.serializer]
+        # If a cassette was recorded (or updated), open and update its hash.
+        if os.path.exists(self.cassette_path):
+            with open(self.cassette_path, "r") as f:
+                content = f.read()
+            try:
+                cassette_data = serializer.deserialize(content)
+            except Exception as e:
+                logger.error(f"Error deserializing cassette during exit: {e}")
+                return result
+            # Update the cassette data with the expected hash.
+            if cassette_data.get("cassette_hash") != self.hash_value:
+                cassette_data["cassette_hash"] = self.hash_value
+                serialized_data = serializer.serialize(cassette_data)
+                with open(self.cassette_path, "w") as f:
+                    f.write(serialized_data)
+        return result
diff --git a/docs/_scripts/notebook_hooks.py b/docs/_scripts/notebook_hooks.py
index 7de8a4216..4af9f47bb 100644
--- a/docs/_scripts/notebook_hooks.py
+++ b/docs/_scripts/notebook_hooks.py
@@ -1,14 +1,20 @@
 import logging
 import os
 import re
-from typing import Any, Dict
+import traceback
+from typing import Any, Callable, Dict
 
+from markdown import Markdown
+from pymdownx.superfences import SuperFencesException
 from mkdocs.structure.files import Files, File
 from mkdocs.structure.pages import Page
 import posixpath
 
+from markdown_exec.hooks import SessionHistoryEntry
+
 from generate_api_reference_links import update_markdown_with_imports
 from notebook_convert import convert_notebook
+from setup_vcr import load_postamble, load_preamble, _hash_string
 
 logger = logging.getLogger(__name__)
 logging.basicConfig()
@@ -57,6 +63,29 @@ def on_files(files: Files, **kwargs: Dict[str, Any]):
     return new_files
 
 
+def _add_path_to_code_blocks(markdown: str, page: Page) -> str:
+    """Add the path to the code blocks."""
+    code_block_pattern = re.compile(
+        r"(?P<indent>[ \t]*)```(?P<language>\w+)[ ]*(?P<attributes>[^\n]*)\n"
+        r"(?P<code>((?:.*\n)*?))"  # Capture the code inside the block using named group
+        r"(?P=indent)```"  # Match closing backticks with the same indentation
+    )
+
+    def replace_code_block_header(match: re.Match) -> str:
+        indent = match.group("indent")
+        language = match.group("language")
+        attributes = match.group("attributes").rstrip()
+
+        if 'exec="on"' not in attributes:
+            # Return original code block
+            return match.group(0)
+
+        code = match.group("code")
+        return f'{indent}```{language} {attributes} path="{page.file.src_path}"\n{code}{indent}```'
+
+    return code_block_pattern.sub(replace_code_block_header, markdown)
+
+
 def _highlight_code_blocks(markdown: str) -> str:
     """Find code blocks with highlight comments and add hl_lines attribute.
 
@@ -109,8 +138,8 @@ def _highlight_code_blocks(markdown: str) -> str:
             return (
                 f'{indent}```{language} hl_lines="{" ".join(highlighted_lines)}"\n'
                 # The indent and terminating \n is already included in the code block
-                f'{new_code_block}'
-                f'{indent}```'
+                f"{new_code_block}"
+                f"{indent}```"
             )
         else:
             return (
@@ -125,6 +154,90 @@ def _highlight_code_blocks(markdown: str) -> str:
     return markdown
 
 
+def handle_vcr_setup(
+    *,
+    formatter: Callable,
+    language: str,
+    code: str,
+    session: str,
+    id: str,
+    md: Markdown,
+    **kwargs: Dict[str, Any],
+) -> str:
+    """Handle VCR setup in markdown content if necessary."""
+    try:
+        if kwargs.get("extra", None) is None:
+            raise ValueError(
+                f"error while processing {language} block: extra dict is required"
+            )
+
+        if kwargs["extra"].get("path", None) is None:
+            raise ValueError(
+                f"error while processing {language} block: path is required"
+            )
+
+        document_filename = kwargs["extra"]["path"]
+
+        logger.info("document_filename: %s", document_filename)
+
+        if session is None or session == "" and id is None or id == "":
+            id = _hash_string(code)
+
+        cassette_prefix = document_filename.replace(".md", "").replace(os.path.sep, "_")
+
+        cassette_dir = os.path.abspath(
+            os.path.join(os.path.dirname(os.path.dirname(__file__)), "cassettes")
+        )
+        os.makedirs(cassette_dir, exist_ok=True)
+
+        # Build a unique cassette name.
+        cassette_name = os.path.join(
+            cassette_dir,
+            f"{cassette_prefix}_{session if session else id}_{language}.msgpack.zlib",
+        )
+
+        # Add context manager at start with explicit __enter__ and __exit__ calls
+
+        wrapped_lines = [
+            load_preamble(language, code, cassette_name),
+            code,
+        ]
+
+        if session is None or session == "":
+            wrapped_lines.append(load_postamble(language))
+
+        transformed_source = "\n".join(wrapped_lines)
+        return dict(
+            transform_source=lambda code: (transformed_source, code),
+            id=id,
+            extra={},
+        )
+    except Exception as e:
+        raise SuperFencesException(traceback.format_exc()) from e
+
+
+def handle_vcr_teardown(
+    *,
+    formatter: Callable,
+    language: str,
+    session: str,
+    history: list[SessionHistoryEntry],
+):
+    session = history[-1].inputs["session"]
+    inputs = dict(history[-1].inputs)
+    del inputs["session"]
+    del inputs["code"]
+    del inputs["language"]
+    del inputs["id"]
+    formatter(
+        code="_cassette.__exit__() # markdown-exec: hide",
+        language="python",
+        session=session,
+        id=f"{id}_vcr_end",
+        **inputs,
+    )
+
+
 def _on_page_markdown_with_config(
     markdown: str,
     page: Page,
@@ -135,6 +248,7 @@ def _on_page_markdown_with_config(
 ) -> str:
     if DISABLED:
         return markdown
+
     if page.file.src_path.endswith(".ipynb"):
         logger.info("Processing Jupyter notebook: %s", page.file.src_path)
         markdown = convert_notebook(page.file.abs_src_path)
@@ -145,6 +259,11 @@ def _on_page_markdown_with_config(
     # Apply highlight comments to code blocks
     markdown = _highlight_code_blocks(markdown)
 
+    # Add file path as an attribute to code blocks that are executable.
+    # This file path is used to associate fixtures with the executable code
+    # which can be used in CI to test the docs without making network requests.
+    markdown = _add_path_to_code_blocks(markdown, page)
+
     if remove_base64_images:
         # Remove base64 encoded images from markdown
         markdown = re.sub(r"!\[.*?\]\(data:image/[^;]+;base64,[^\)]+\)", "", markdown)
@@ -160,6 +279,7 @@ def on_page_markdown(markdown: str, page: Page, **kwargs: Dict[str, Any]):
         **kwargs,
     )
 
+
 # redirects
 
 HTML_TEMPLATE = """
diff --git a/docs/_scripts/setup_vcr.py b/docs/_scripts/setup_vcr.py
new file mode 100644
index 000000000..9bcdfbdb7
--- /dev/null
+++ b/docs/_scripts/setup_vcr.py
@@ -0,0 +1,73 @@
+# A list of patterns that, if found in a code block, will cause us to leave that block unchanged.
+import hashlib
+import os
+from textwrap import dedent
+
+preambles = {
+    "python": "vcr_setup_preamble.py",
+    "typescript": "nock_setup_preamble.ts",
+}
+
+
+def _get_python_cassette_init(cassette_name: str, hash_: str) -> str:
+    return dedent(
+        f"""
+        _cassette = HashedCassette('{cassette_name}', '{hash_}')
+        _cassette.__enter__()
+        """
+    )
+
+
+def _get_typescript_cassette_init(cassette_name: str, hash_: str) -> str:
+    return dedent(
+        f"""
+        const _cassette = new HashedCassette("{cassette_name}", "{hash_}");
+        await _cassette.enter();
+        """
+    )
+
+
+def _get_python_cassette_cleanup() -> str:
+    return "_cassette.__exit__()"
+
+
+def _get_typescript_cassette_cleanup() -> str:
+    return "await _cassette.exit();"
+
+
+preamble_inits = {
+    "python": _get_python_cassette_init,
+    "typescript": _get_typescript_cassette_init,
+}
+
+preamble_cleanups = {
+    "python": _get_python_cassette_cleanup,
+    "typescript": _get_typescript_cassette_cleanup,
+}
+
+
+def load_preamble(language: str, code: str, cassette_name: str) -> str:
+    """Load the source code for the preamble for a given language."""
+    _assets_dir = os.path.join(os.path.dirname(os.path.abspath(__file__)), "assets")
+
+    preamble_path = os.path.join(_assets_dir, preambles[language])
+    with open(preamble_path, "r") as f:
+        lines = f.readlines()
+        hash_ = _hash_string(code)
+        lines.append(preamble_inits[language](cassette_name, hash_))
+        return "\n".join(lines).strip()
+
+
+def load_postamble(language: str) -> str:
+    """Load the source code for the postamble for a given language."""
+
+    return preamble_cleanups[language]()
+
+
+def _hash_string(input_string: str) -> str:
+    # Encode the input string to bytes
+    encoded_string = input_string.encode("utf-8")
+    # Create a SHA-256 hash object
+    sha256_hash = hashlib.sha256(encoded_string)
+    # Get the hexadecimal digest of the hash
+    return sha256_hash.hexdigest()
diff --git a/docs/docs/concepts/low_level.md b/docs/docs/concepts/low_level.md
index 68e0e0889..df9fe4cb7 100644
--- a/docs/docs/concepts/low_level.md
+++ b/docs/docs/concepts/low_level.md
@@ -280,7 +280,7 @@ graph.add_conditional_edges("node_a", routing_function, {True: "node_b", False:
 ```
 
 !!! tip
-    Use [`Command`](#command) instead of conditional edges if you want to combine state updates and routing in a single function.
+Use [`Command`](#command) instead of conditional edges if you want to combine state updates and routing in a single function.
 
 ### Entry Point
 
@@ -398,7 +398,7 @@ def lookup_user_info(tool_call_id: Annotated[str, InjectedToolCallId], config: R
 ```
 
 !!! important
-    You MUST include `messages` (or any state key used for the message history) in `Command.update` when returning `Command` from a tool and the list of messages in `messages` MUST contain a `ToolMessage`. This is necessary for the resulting message history to be valid (LLM providers require AI messages with tool calls to be followed by the tool result messages).
+You MUST include `messages` (or any state key used for the message history) in `Command.update` when returning `Command` from a tool and the list of messages in `messages` MUST contain a `ToolMessage`. This is necessary for the resulting message history to be valid (LLM providers require AI messages with tool calls to be followed by the tool result messages).
 
 If you are using tools that update state via `Command`, we recommend using prebuilt [`ToolNode`][langgraph.prebuilt.tool_node.ToolNode] which automatically handles tools returning `Command` objects and propagates them to the graph state. If you're writing a custom node that calls tools, you would need to manually propagate `Command` objects returned by the tools as the update from node.
 
@@ -534,7 +534,7 @@ Let's take a look at examples for each.
 The simplest way to create subgraph nodes is by using a [compiled subgraph](#compiling-your-graph) directly. When doing so, it is **important** that the parent graph and the subgraph [state schemas](#state) share at least one key which they can use to communicate. If your graph and subgraph do not share any keys, you should use write a function [invoking the subgraph](#as-a-function) instead.
 
 !!! Note
-    If you pass extra keys to the subgraph node (i.e., in addition to the shared keys), they will be ignored by the subgraph node. Similarly, if you return extra keys from the subgraph, they will be ignored by the parent graph.
+If you pass extra keys to the subgraph node (i.e., in addition to the shared keys), they will be ignored by the subgraph node. Similarly, if you return extra keys from the subgraph, they will be ignored by the parent graph.
 
 ```python
 from langgraph.graph import StateGraph
diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml
index 84e37030d..b06b2b0f2 100644
--- a/docs/mkdocs.yml
+++ b/docs/mkdocs.yml
@@ -56,6 +56,29 @@ plugins:
   - search:
       separator: '[\s\u200b\-_,:!=\[\]()"`/]+|\.(?!\d)|&[lg]t;|(?!\b)(?=[A-Z][a-z])'
   - autorefs
+  - markdown-exec:
+      ansi: required
+      hooks:
+        python:
+          pre_session:
+            - _scripts.notebook_hooks:handle_vcr_setup
+          post_session:
+            - _scripts.notebook_hooks:handle_vcr_teardown
+        py:
+          pre_session:
+            - _scripts.notebook_hooks:handle_vcr_setup
+          post_session:
+            - _scripts.notebook_hooks:handle_vcr_teardown
+        typescript:
+          pre_session:
+            - _scripts.notebook_hooks:handle_vcr_setup
+          post_session:
+            - _scripts.notebook_hooks:handle_vcr_teardown
+        ts:
+          pre_session:
+            - _scripts.notebook_hooks:handle_vcr_setup
+          post_session:
+            - _scripts.notebook_hooks:handle_vcr_teardown
   - mkdocstrings:
       handlers:
         python:
diff --git a/docs/package.json b/docs/package.json
index 8a3dbdac7..46a9a6533 100644
--- a/docs/package.json
+++ b/docs/package.json
@@ -4,5 +4,17 @@
   "license": "MIT",
   "scripts": {
     "build": "echo 'export PATH=$PATH:/vercel/.local/bin:$PATH' > ~/.bashrc && source ~/.bashrc && make vercel-build-docs"
+  },
+  "dependencies": {
+    "@langchain/core": "^0.3.38",
+    "@langchain/openai": "^0.4.2",
+    "msgpack-lite": "^0.1.26",
+    "nock": "^14.0.1"
+  },
+  "devDependencies": {
+    "@tsconfig/recommended": "^1.0.8",
+    "@types/msgpack-lite": "^0.1.11",
+    "@types/nock": "^11.1.0",
+    "@types/node": "^22.13.1"
   }
 }
diff --git a/docs/poetry.lock b/docs/poetry.lock
index 82f24cc22..3515f8a1f 100644
--- a/docs/poetry.lock
+++ b/docs/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -13,102 +13,92 @@ files = [
 
 [[package]]
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 [package.dependencies]
@@ -118,20 +108,21 @@ async-timeout = {version = ">=4.0,<6.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
-yarl = ">=1.12.0,<2.0"
+propcache = ">=0.2.0"
+yarl = ">=1.17.0,<2.0"
 
 [package.extras]
 speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
 
 [[package]]
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-version = "1.3.1"
+version = "1.3.2"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -168,13 +159,13 @@ files = [
 
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-version = "0.34.2"
+version = "0.45.2"
 description = "The official Python library for the anthropic API"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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-    {file = "anthropic-0.34.2.tar.gz", hash = "sha256:808ea19276f26646bfde9ee535669735519376e4eeb301a2974fc69892be1d6e"},
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+    {file = "anthropic-0.45.2.tar.gz", hash = "sha256:32a18b9ecd12c91b2be4cae6ca2ab46a06937b5aa01b21308d97a6d29794fb5e"},
 ]
 
 [package.dependencies]
@@ -184,8 +175,7 @@ httpx = ">=0.23.0,<1"
 jiter = ">=0.4.0,<1"
 pydantic = ">=1.9.0,<3"
 sniffio = "*"
-tokenizers = ">=0.13.0"
-typing-extensions = ">=4.7,<5"
+typing-extensions = ">=4.10,<5"
 
 [package.extras]
 bedrock = ["boto3 (>=1.28.57)", "botocore (>=1.31.57)"]
@@ -193,24 +183,24 @@ vertex = ["google-auth (>=2,<3)"]
 
 [[package]]
 name = "anyio"
-version = "4.6.0"
+version = "4.8.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "anyio-4.6.0-py3-none-any.whl", hash = "sha256:c7d2e9d63e31599eeb636c8c5c03a7e108d73b345f064f1c19fdc87b79036a9a"},
-    {file = "anyio-4.6.0.tar.gz", hash = "sha256:137b4559cbb034c477165047febb6ff83f390fc3b20bf181c1fc0a728cb8beeb"},
+    {file = "anyio-4.8.0-py3-none-any.whl", hash = "sha256:b5011f270ab5eb0abf13385f851315585cc37ef330dd88e27ec3d34d651fd47a"},
+    {file = "anyio-4.8.0.tar.gz", hash = "sha256:1d9fe889df5212298c0c0723fa20479d1b94883a2df44bd3897aa91083316f7a"},
 ]
 
 [package.dependencies]
 exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
 idna = ">=2.8"
 sniffio = ">=1.1"
-typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
+typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
-doc = ["Sphinx (>=7.4,<8.0)", "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 (>=0.21.0b1)"]
+doc = ["Sphinx (>=7.4,<8.0)", "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)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"]
 trio = ["trio (>=0.26.1)"]
 
 [[package]]
@@ -330,21 +320,18 @@ tests = ["mypy (>=0.800)", "pytest", "pytest-asyncio"]
 
 [[package]]
 name = "asttokens"
-version = "2.4.1"
+version = "3.0.0"
 description = "Annotate AST trees with source code positions"
 optional = false
-python-versions = "*"
+python-versions = ">=3.8"
 files = [
-    {file = "asttokens-2.4.1-py2.py3-none-any.whl", hash = "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24"},
-    {file = "asttokens-2.4.1.tar.gz", hash = "sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0"},
+    {file = "asttokens-3.0.0-py3-none-any.whl", hash = "sha256:e3078351a059199dd5138cb1c706e6430c05eff2ff136af5eb4790f9d28932e2"},
+    {file = "asttokens-3.0.0.tar.gz", hash = "sha256:0dcd8baa8d62b0c1d118b399b2ddba3c4aff271d0d7a9e0d4c1681c79035bbc7"},
 ]
 
-[package.dependencies]
-six = ">=1.12.0"
-
 [package.extras]
-astroid = ["astroid (>=1,<2)", "astroid (>=2,<4)"]
-test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
+astroid = ["astroid (>=2,<4)"]
+test = ["astroid (>=2,<4)", "pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "async-lru"
@@ -373,19 +360,19 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "24.2.0"
+version = "25.1.0"
 description = "Classes Without Boilerplate"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "attrs-25.1.0-py3-none-any.whl", hash = "sha256:c75a69e28a550a7e93789579c22aa26b0f5b83b75dc4e08fe092980051e1090a"},
+    {file = "attrs-25.1.0.tar.gz", hash = "sha256:1c97078a80c814273a76b2a298a932eb681c87415c11dee0a6921de7f1b02c3e"},
 ]
 
 [package.extras]
 benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
 tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
@@ -445,17 +432,17 @@ websurfer = ["beautifulsoup4", "markdownify", "pathvalidate", "pdfminer.six"]
 
 [[package]]
 name = "babel"
-version = "2.16.0"
+version = "2.17.0"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "babel-2.16.0-py3-none-any.whl", hash = "sha256:368b5b98b37c06b7daf6696391c3240c938b37767d4584413e8438c5c435fa8b"},
-    {file = "babel-2.16.0.tar.gz", hash = "sha256:d1f3554ca26605fe173f3de0c65f750f5a42f924499bf134de6423582298e316"},
+    {file = "babel-2.17.0-py3-none-any.whl", hash = "sha256:4d0b53093fdfb4b21c92b5213dba5a1b23885afa8383709427046b21c366e5f2"},
+    {file = "babel-2.17.0.tar.gz", hash = "sha256:0c54cffb19f690cdcc52a3b50bcbf71e07a808d1c80d549f2459b9d2cf0afb9d"},
 ]
 
 [package.extras]
-dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
+dev = ["backports.zoneinfo", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata"]
 
 [[package]]
 name = "backoff"
@@ -470,38 +457,36 @@ files = [
 
 [[package]]
 name = "bcrypt"
-version = "4.2.0"
+version = "4.2.1"
 description = "Modern password hashing for your software and your servers"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.extras]
@@ -510,17 +495,18 @@ typecheck = ["mypy"]
 
 [[package]]
 name = "beautifulsoup4"
-version = "4.12.3"
+version = "4.13.3"
 description = "Screen-scraping library"
 optional = false
-python-versions = ">=3.6.0"
+python-versions = ">=3.7.0"
 files = [
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+    {file = "beautifulsoup4-4.13.3-py3-none-any.whl", hash = "sha256:99045d7d3f08f91f0d656bc9b7efbae189426cd913d830294a15eefa0ea4df16"},
+    {file = "beautifulsoup4-4.13.3.tar.gz", hash = "sha256:1bd32405dacc920b42b83ba01644747ed77456a65760e285fbc47633ceddaf8b"},
 ]
 
 [package.dependencies]
 soupsieve = ">1.2"
+typing-extensions = ">=4.0.0"
 
 [package.extras]
 cchardet = ["cchardet"]
@@ -531,31 +517,31 @@ lxml = ["lxml"]
 
 [[package]]
 name = "bleach"
-version = "6.1.0"
+version = "6.2.0"
 description = "An easy safelist-based HTML-sanitizing tool."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
-six = ">=1.9.0"
+tinycss2 = {version = ">=1.1.0,<1.5", optional = true, markers = "extra == \"css\""}
 webencodings = "*"
 
 [package.extras]
-css = ["tinycss2 (>=1.1.0,<1.3)"]
+css = ["tinycss2 (>=1.1.0,<1.5)"]
 
 [[package]]
 name = "build"
-version = "1.2.2"
+version = "1.2.2.post1"
 description = "A simple, correct Python build frontend"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -574,13 +560,13 @@ virtualenv = ["virtualenv (>=20.0.35)"]
 
 [[package]]
 name = "cachecontrol"
-version = "0.14.0"
+version = "0.14.2"
 description = "httplib2 caching for requests"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -589,19 +575,19 @@ msgpack = ">=0.5.2,<2.0.0"
 requests = ">=2.16.0"
 
 [package.extras]
-dev = ["CacheControl[filecache,redis]", "black", "build", "cherrypy", "furo", "mypy", "pytest", "pytest-cov", "sphinx", "sphinx-copybutton", "tox", "types-redis", "types-requests"]
+dev = ["CacheControl[filecache,redis]", "build", "cherrypy", "codespell[tomli]", "furo", "mypy", "pytest", "pytest-cov", "ruff", "sphinx", "sphinx-copybutton", "tox", "types-redis", "types-requests"]
 filecache = ["filelock (>=3.8.0)"]
 redis = ["redis (>=2.10.5)"]
 
 [[package]]
 name = "cachetools"
-version = "5.5.0"
+version = "5.5.1"
 description = "Extensible memoizing collections and decorators"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [[package]]
@@ -647,13 +633,13 @@ test = ["flake8", "isort", "pytest"]
 
 [[package]]
 name = "certifi"
-version = "2024.8.30"
+version = "2025.1.31"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
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+    {file = "certifi-2025.1.31.tar.gz", hash = "sha256:3d5da6925056f6f18f119200434a4780a94263f10d1c21d032a6f6b2baa20651"},
 ]
 
 [[package]]
@@ -737,101 +723,103 @@ pycparser = "*"
 
 [[package]]
 name = "charset-normalizer"
-version = "3.3.2"
+version = "3.4.1"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.7"
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 [[package]]
@@ -877,13 +865,13 @@ numpy = "*"
 
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-version = "0.5.11"
+version = "0.5.23"
 description = "Chroma."
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 python-versions = ">=3.8"
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+    {file = "debugpy-1.8.12.tar.gz", hash = "sha256:646530b04f45c830ceae8e491ca1c9320a2d2f0efea3141487c82130aba70dce"},
 ]
 
 [[package]]
@@ -1173,20 +1154,20 @@ files = [
 
 [[package]]
 name = "deprecated"
-version = "1.2.14"
+version = "1.2.18"
 description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
 files = [
-    {file = "Deprecated-1.2.14-py2.py3-none-any.whl", hash = "sha256:6fac8b097794a90302bdbb17b9b815e732d3c4720583ff1b198499d78470466c"},
-    {file = "Deprecated-1.2.14.tar.gz", hash = "sha256:e5323eb936458dccc2582dc6f9c322c852a775a27065ff2b0c4970b9d53d01b3"},
+    {file = "Deprecated-1.2.18-py2.py3-none-any.whl", hash = "sha256:bd5011788200372a32418f888e326a09ff80d0214bd961147cfed01b5c018eec"},
+    {file = "deprecated-1.2.18.tar.gz", hash = "sha256:422b6f6d859da6f2ef57857761bfb392480502a64c3028ca9bbe86085d72115d"},
 ]
 
 [package.dependencies]
 wrapt = ">=1.10,<2"
 
 [package.extras]
-dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "sphinx (<2)", "tox"]
+dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "setuptools", "tox"]
 
 [[package]]
 name = "diskcache"
@@ -1212,21 +1193,21 @@ files = [
 
 [[package]]
 name = "dnspython"
-version = "2.6.1"
+version = "2.7.0"
 description = "DNS toolkit"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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+    {file = "dnspython-2.7.0-py3-none-any.whl", hash = "sha256:b4c34b7d10b51bcc3a5071e7b8dee77939f1e878477eeecc965e9835f63c6c86"},
+    {file = "dnspython-2.7.0.tar.gz", hash = "sha256:ce9c432eda0dc91cf618a5cedf1a4e142651196bbcd2c80e89ed5a907e5cfaf1"},
 ]
 
 [package.extras]
-dev = ["black (>=23.1.0)", "coverage (>=7.0)", "flake8 (>=7)", "mypy (>=1.8)", "pylint (>=3)", "pytest (>=7.4)", "pytest-cov (>=4.1.0)", "sphinx (>=7.2.0)", "twine (>=4.0.0)", "wheel (>=0.42.0)"]
-dnssec = ["cryptography (>=41)"]
+dev = ["black (>=23.1.0)", "coverage (>=7.0)", "flake8 (>=7)", "hypercorn (>=0.16.0)", "mypy (>=1.8)", "pylint (>=3)", "pytest (>=7.4)", "pytest-cov (>=4.1.0)", "quart-trio (>=0.11.0)", "sphinx (>=7.2.0)", "sphinx-rtd-theme (>=2.0.0)", "twine (>=4.0.0)", "wheel (>=0.42.0)"]
+dnssec = ["cryptography (>=43)"]
 doh = ["h2 (>=4.1.0)", "httpcore (>=1.0.0)", "httpx (>=0.26.0)"]
-doq = ["aioquic (>=0.9.25)"]
-idna = ["idna (>=3.6)"]
+doq = ["aioquic (>=1.0.0)"]
+idna = ["idna (>=3.7)"]
 trio = ["trio (>=0.23)"]
 wmi = ["wmi (>=1.5.1)"]
 
@@ -1254,12 +1235,13 @@ websockets = ["websocket-client (>=1.3.0)"]
 
 [[package]]
 name = "durationpy"
-version = "0.7"
+version = "0.9"
 description = "Module for converting between datetime.timedelta and Go's Duration strings."
 optional = false
 python-versions = "*"
 files = [
-    {file = "durationpy-0.7.tar.gz", hash = "sha256:8447c43df4f1a0b434e70c15a38d77f5c9bd17284bfc1ff1d430f233d5083732"},
+    {file = "durationpy-0.9-py3-none-any.whl", hash = "sha256:e65359a7af5cedad07fb77a2dd3f390f8eb0b74cb845589fa6c057086834dd38"},
+    {file = "durationpy-0.9.tar.gz", hash = "sha256:fd3feb0a69a0057d582ef643c355c40d2fa1c942191f914d12203b1a01ac722a"},
 ]
 
 [[package]]
@@ -1278,13 +1260,13 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "executing"
-version = "2.1.0"
+version = "2.2.0"
 description = "Get the currently executing AST node of a frame, and other information"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "executing-2.1.0.tar.gz", hash = "sha256:8ea27ddd260da8150fa5a708269c4a10e76161e2496ec3e587da9e3c0fe4b9ab"},
+    {file = "executing-2.2.0-py2.py3-none-any.whl", hash = "sha256:11387150cad388d62750327a53d3339fad4888b39a6fe233c3afbb54ecffd3aa"},
+    {file = "executing-2.2.0.tar.gz", hash = "sha256:5d108c028108fe2551d1a7b2e8b713341e2cb4fc0aa7dcf966fa4327a5226755"},
 ]
 
 [package.extras]
@@ -1292,33 +1274,33 @@ tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipyth
 
 [[package]]
 name = "fastapi"
-version = "0.115.5"
+version = "0.115.8"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "fastapi-0.115.8.tar.gz", hash = "sha256:0ce9111231720190473e222cdf0f07f7206ad7e53ea02beb1d2dc36e2f0741e9"},
 ]
 
 [package.dependencies]
 pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.1.0 || >2.1.0,<3.0.0"
-starlette = ">=0.40.0,<0.42.0"
+starlette = ">=0.40.0,<0.46.0"
 typing-extensions = ">=4.8.0"
 
 [package.extras]
-all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=2.11.2)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.7)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
-standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "jinja2 (>=2.11.2)", "python-multipart (>=0.0.7)", "uvicorn[standard] (>=0.12.0)"]
+all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=3.1.5)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
+standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
 
 [[package]]
 name = "fastjsonschema"
-version = "2.20.0"
+version = "2.21.1"
 description = "Fastest Python implementation of JSON schema"
 optional = false
 python-versions = "*"
 files = [
-    {file = "fastjsonschema-2.20.0-py3-none-any.whl", hash = "sha256:5875f0b0fa7a0043a91e93a9b8f793bcbbba9691e7fd83dca95c28ba26d21f0a"},
-    {file = "fastjsonschema-2.20.0.tar.gz", hash = "sha256:3d48fc5300ee96f5d116f10fe6f28d938e6008f59a6a025c2649475b87f76a23"},
+    {file = "fastjsonschema-2.21.1-py3-none-any.whl", hash = "sha256:c9e5b7e908310918cf494a434eeb31384dd84a98b57a30bcb1f535015b554667"},
+    {file = "fastjsonschema-2.21.1.tar.gz", hash = "sha256:794d4f0a58f848961ba16af7b9c85a3e88cd360df008c59aac6fc5ae9323b5d4"},
 ]
 
 [package.extras]
@@ -1326,46 +1308,50 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
 name = "filelock"
-version = "3.16.1"
+version = "3.17.0"
 description = "A platform independent file lock."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "filelock-3.16.1-py3-none-any.whl", hash = "sha256:2082e5703d51fbf98ea75855d9d5527e33d8ff23099bec374a134febee6946b0"},
-    {file = "filelock-3.16.1.tar.gz", hash = "sha256:c249fbfcd5db47e5e2d6d62198e565475ee65e4831e2561c8e313fa7eb961435"},
+    {file = "filelock-3.17.0-py3-none-any.whl", hash = "sha256:533dc2f7ba78dc2f0f531fc6c4940addf7b70a481e269a5a3b93be94ffbe8338"},
+    {file = "filelock-3.17.0.tar.gz", hash = "sha256:ee4e77401ef576ebb38cd7f13b9b28893194acc20a8e68e18730ba9c0e54660e"},
 ]
 
 [package.extras]
-docs = ["furo (>=2024.8.6)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4.1)"]
-testing = ["covdefaults (>=2.3)", "coverage (>=7.6.1)", "diff-cover (>=9.2)", "pytest (>=8.3.3)", "pytest-asyncio (>=0.24)", "pytest-cov (>=5)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.26.4)"]
+docs = ["furo (>=2024.8.6)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.6.10)", "diff-cover (>=9.2.1)", "pytest (>=8.3.4)", "pytest-asyncio (>=0.25.2)", "pytest-cov (>=6)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.28.1)"]
 typing = ["typing-extensions (>=4.12.2)"]
 
 [[package]]
 name = "fireworks-ai"
-version = "0.15.3"
+version = "0.15.12"
 description = "Python client library for the Fireworks.ai Generative AI Platform"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "fireworks_ai-0.15.3-py3-none-any.whl", hash = "sha256:c70b7862128f1b9ec28d70b09c60035c15d0b2f642bed1c2e6de450bee6a5281"},
-    {file = "fireworks_ai-0.15.3.tar.gz", hash = "sha256:a99564aca1d459c6d9d00ed5cf2cd5e747bd507d9b1a84bbbcaf37c4756f9193"},
+    {file = "fireworks_ai-0.15.12-py3-none-any.whl", hash = "sha256:3fbf3f89e65ccfc46c88b71246b9d4fdf3301955ac4050193d8f4b4058cb193a"},
+    {file = "fireworks_ai-0.15.12.tar.gz", hash = "sha256:2380a53d92244c608fd398f8d97b97380d899f3ff710091f4b50917b75119ec2"},
 ]
 
 [package.dependencies]
 httpx = "*"
-httpx-sse = "*"
+httpx_sse = "*"
+httpx-ws = "*"
 Pillow = "*"
 pydantic = "*"
 
+[package.extras]
+flumina = ["fastapi", "gitignore-parser", "openapi-spec-validator", "prance", "safetensors", "tabulate", "torch", "tqdm"]
+
 [[package]]
 name = "flaml"
-version = "2.3.2"
+version = "2.3.3"
 description = "A fast library for automated machine learning and tuning"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "FLAML-2.3.2-py3-none-any.whl", hash = "sha256:1ee6e8e76bf1d741b4da41e2a2a8c0638b36d90b0f60aac323b5568f54dcb9e7"},
-    {file = "flaml-2.3.2.tar.gz", hash = "sha256:4a1ec289ddaec36850cfc66f6fb335b8521df49ea31f6adb54ea63a5cebb6865"},
+    {file = "FLAML-2.3.3-py3-none-any.whl", hash = "sha256:7f866da9d8a961715d26f7b4b68ac2ed6da8c1e3802630148257b098c5dbac04"},
+    {file = "flaml-2.3.3.tar.gz", hash = "sha256:f3237d3e4970b93800ff175389362a8de6d68af4bc333c211931791e9b26debe"},
 ]
 
 [package.dependencies]
@@ -1396,70 +1382,72 @@ vw = ["scikit-learn", "vowpalwabbit (>=8.10.0,<9.0.0)"]
 
 [[package]]
 name = "flatbuffers"
-version = "24.3.25"
+version = "25.2.10"
 description = "The FlatBuffers serialization format for Python"
 optional = false
 python-versions = "*"
 files = [
-    {file = "flatbuffers-24.3.25-py2.py3-none-any.whl", hash = "sha256:8dbdec58f935f3765e4f7f3cf635ac3a77f83568138d6a2311f524ec96364812"},
-    {file = "flatbuffers-24.3.25.tar.gz", hash = "sha256:de2ec5b203f21441716617f38443e0a8ebf3d25bf0d9c0bb0ce68fa00ad546a4"},
+    {file = "flatbuffers-25.2.10-py2.py3-none-any.whl", hash = "sha256:ebba5f4d5ea615af3f7fd70fc310636fbb2bbd1f566ac0a23d98dd412de50051"},
+    {file = "flatbuffers-25.2.10.tar.gz", hash = "sha256:97e451377a41262f8d9bd4295cc836133415cc03d8cb966410a4af92eb00d26e"},
 ]
 
 [[package]]
 name = "fonttools"
-version = "4.54.1"
+version = "4.56.0"
 description = "Tools to manipulate font files"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.extras]
@@ -1608,7 +1611,7 @@ sftp = ["paramiko"]
 smb = ["smbprotocol"]
 ssh = ["paramiko"]
 test = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "numpy", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "requests"]
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+test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"]
 test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"]
 tqdm = ["tqdm"]
 
@@ -1631,13 +1634,13 @@ dev = ["flake8", "markdown", "twine", "wheel"]
 
 [[package]]
 name = "gitdb"
-version = "4.0.11"
+version = "4.0.12"
 description = "Git Object Database"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1645,31 +1648,31 @@ smmap = ">=3.0.1,<6"
 
 [[package]]
 name = "gitpython"
-version = "3.1.43"
+version = "3.1.44"
 description = "GitPython is a Python library used to interact with Git repositories"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "gitpython-3.1.44.tar.gz", hash = "sha256:c87e30b26253bf5418b01b0660f818967f3c503193838337fe5e573331249269"},
 ]
 
 [package.dependencies]
 gitdb = ">=4.0.1,<5"
 
 [package.extras]
-doc = ["sphinx (==4.3.2)", "sphinx-autodoc-typehints", "sphinx-rtd-theme", "sphinxcontrib-applehelp (>=1.0.2,<=1.0.4)", "sphinxcontrib-devhelp (==1.0.2)", "sphinxcontrib-htmlhelp (>=2.0.0,<=2.0.1)", "sphinxcontrib-qthelp (==1.0.3)", "sphinxcontrib-serializinghtml (==1.1.5)"]
+doc = ["sphinx (>=7.1.2,<7.2)", "sphinx-autodoc-typehints", "sphinx_rtd_theme"]
 test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre-commit", "pytest (>=7.3.1)", "pytest-cov", "pytest-instafail", "pytest-mock", "pytest-sugar", "typing-extensions"]
 
 [[package]]
 name = "google-auth"
-version = "2.35.0"
+version = "2.38.0"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1680,19 +1683,20 @@ rsa = ">=3.1.4,<5"
 [package.extras]
 aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"]
 enterprise-cert = ["cryptography", "pyopenssl"]
+pyjwt = ["cryptography (>=38.0.3)", "pyjwt (>=2.0)"]
 pyopenssl = ["cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
 requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
 
 [[package]]
 name = "googleapis-common-protos"
-version = "1.65.0"
+version = "1.66.0"
 description = "Common protobufs used in Google APIs"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1828,13 +1832,13 @@ test = ["objgraph", "psutil"]
 
 [[package]]
 name = "griffe"
-version = "1.3.1"
+version = "1.5.7"
 description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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+    {file = "griffe-1.5.7.tar.gz", hash = "sha256:465238c86deaf1137761f700fb343edd8ffc846d72f6de43c3c345ccdfbebe92"},
 ]
 
 [package.dependencies]
@@ -1842,61 +1846,70 @@ colorama = ">=0.4"
 
 [[package]]
 name = "grpcio"
-version = "1.66.1"
+version = "1.70.0"
 description = "HTTP/2-based RPC framework"
 optional = false
 python-versions = ">=3.8"
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 [package.extras]
-protobuf = ["grpcio-tools (>=1.66.1)"]
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 [[package]]
 name = "h11"
@@ -1921,13 +1934,13 @@ files = [
 
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 asyncio = ["anyio (>=4.0,<5.0)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
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 ]
 
 [package.extras]
-test = ["Cython (>=0.29.24,<0.30.0)"]
+test = ["Cython (>=0.29.24)"]
 
 [[package]]
 name = "httpx"
-version = "0.27.2"
+version = "0.28.1"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "httpx-0.27.2-py3-none-any.whl", hash = "sha256:7bb2708e112d8fdd7829cd4243970f0c223274051cb35ee80c03301ee29a3df0"},
-    {file = "httpx-0.27.2.tar.gz", hash = "sha256:f7c2be1d2f3c3c3160d441802406b206c2b76f5947b11115e6df10c6c65e66c2"},
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+    {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"},
 ]
 
 [package.dependencies]
@@ -2004,7 +2024,6 @@ anyio = "*"
 certifi = "*"
 httpcore = "==1.*"
 idna = "*"
-sniffio = "*"
 
 [package.extras]
 brotli = ["brotli", "brotlicffi"]
@@ -2024,15 +2043,32 @@ files = [
     {file = "httpx_sse-0.4.0-py3-none-any.whl", hash = "sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f"},
 ]
 
+[[package]]
+name = "httpx-ws"
+version = "0.7.1"
+description = "WebSockets support for HTTPX"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "httpx_ws-0.7.1-py3-none-any.whl", hash = "sha256:7970e470840d8e6c17bd45ed4e7af06f9144a4a9decab2ff226f3ff9accb65b4"},
+    {file = "httpx_ws-0.7.1.tar.gz", hash = "sha256:72f355d4b9b16d8fa59e5e68efdfcb1f3c7dca944901b373791245c8f67f9f95"},
+]
+
+[package.dependencies]
+anyio = ">=4"
+httpcore = ">=1.0.4"
+httpx = ">=0.23.1"
+wsproto = "*"
+
 [[package]]
 name = "huggingface-hub"
-version = "0.25.1"
+version = "0.28.1"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "huggingface_hub-0.25.1-py3-none-any.whl", hash = "sha256:a5158ded931b3188f54ea9028097312cb0acd50bffaaa2612014c3c526b44972"},
-    {file = "huggingface_hub-0.25.1.tar.gz", hash = "sha256:9ff7cb327343211fbd06e2b149b8f362fd1e389454f3f14c6db75a4999ee20ff"},
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 ]
 
 [package.dependencies]
@@ -2045,16 +2081,16 @@ tqdm = ">=4.42.1"
 typing-extensions = ">=3.7.4.3"
 
 [package.extras]
-all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio", "jedi", "minijinja (>=1.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.5.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "libcst (==1.4.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 cli = ["InquirerPy (==0.3.4)"]
-dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio", "jedi", "minijinja (>=1.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.5.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "libcst (==1.4.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
 hf-transfer = ["hf-transfer (>=0.1.4)"]
-inference = ["aiohttp", "minijinja (>=1.0)"]
-quality = ["mypy (==1.5.1)", "ruff (>=0.5.0)"]
+inference = ["aiohttp"]
+quality = ["libcst (==1.4.0)", "mypy (==1.5.1)", "ruff (>=0.9.0)"]
 tensorflow = ["graphviz", "pydot", "tensorflow"]
 tensorflow-testing = ["keras (<3.0)", "tensorflow"]
-testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio", "jedi", "minijinja (>=1.0)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
+testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
 torch = ["safetensors[torch]", "torch"]
 typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)"]
 
@@ -2088,32 +2124,36 @@ all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2
 
 [[package]]
 name = "importlib-metadata"
-version = "8.4.0"
+version = "8.5.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_metadata-8.4.0-py3-none-any.whl", hash = "sha256:66f342cc6ac9818fc6ff340576acd24d65ba0b3efabb2b4ac08b598965a4a2f1"},
-    {file = "importlib_metadata-8.4.0.tar.gz", hash = "sha256:9a547d3bc3608b025f93d403fdd1aae741c24fbb8314df4b155675742ce303c5"},
+    {file = "importlib_metadata-8.5.0-py3-none-any.whl", hash = "sha256:45e54197d28b7a7f1559e60b95e7c567032b602131fbd588f1497f47880aa68b"},
+    {file = "importlib_metadata-8.5.0.tar.gz", hash = "sha256:71522656f0abace1d072b9e5481a48f07c138e00f079c38c8f883823f9c26bd7"},
 ]
 
 [package.dependencies]
-zipp = ">=0.5"
+zipp = ">=3.20"
 
 [package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
 perf = ["ipython"]
-test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"]
+test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
+type = ["pytest-mypy"]
 
 [[package]]
 name = "importlib-resources"
-version = "6.4.5"
+version = "6.5.2"
 description = "Read resources from Python packages"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "importlib_resources-6.4.5-py3-none-any.whl", hash = "sha256:ac29d5f956f01d5e4bb63102a5a19957f1b9175e45649977264a1416783bb717"},
-    {file = "importlib_resources-6.4.5.tar.gz", hash = "sha256:980862a1d16c9e147a59603677fa2aa5fd82b87f223b6cb870695bcfce830065"},
+    {file = "importlib_resources-6.5.2-py3-none-any.whl", hash = "sha256:789cfdc3ed28c78b67a06acb8126751ced69a3d5f79c095a98298cd8a760ccec"},
+    {file = "importlib_resources-6.5.2.tar.gz", hash = "sha256:185f87adef5bcc288449d98fb4fba07cea78bc036455dd44c5fc4a2fe78fed2c"},
 ]
 
 [package.extras]
@@ -2159,13 +2199,13 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio
 
 [[package]]
 name = "ipython"
-version = "8.28.0"
+version = "8.32.0"
 description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.10"
 files = [
-    {file = "ipython-8.28.0-py3-none-any.whl", hash = "sha256:530ef1e7bb693724d3cdc37287c80b07ad9b25986c007a53aa1857272dac3f35"},
-    {file = "ipython-8.28.0.tar.gz", hash = "sha256:0d0d15ca1e01faeb868ef56bc7ee5a0de5bd66885735682e8a322ae289a13d1a"},
+    {file = "ipython-8.32.0-py3-none-any.whl", hash = "sha256:cae85b0c61eff1fc48b0a8002de5958b6528fa9c8defb1894da63f42613708aa"},
+    {file = "ipython-8.32.0.tar.gz", hash = "sha256:be2c91895b0b9ea7ba49d33b23e2040c352b33eb6a519cca7ce6e0c743444251"},
 ]
 
 [package.dependencies]
@@ -2175,16 +2215,16 @@ exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
 jedi = ">=0.16"
 matplotlib-inline = "*"
 pexpect = {version = ">4.3", markers = "sys_platform != \"win32\" and sys_platform != \"emscripten\""}
-prompt-toolkit = ">=3.0.41,<3.1.0"
+prompt_toolkit = ">=3.0.41,<3.1.0"
 pygments = ">=2.4.0"
-stack-data = "*"
+stack_data = "*"
 traitlets = ">=5.13.0"
-typing-extensions = {version = ">=4.6", markers = "python_version < \"3.12\""}
+typing_extensions = {version = ">=4.6", markers = "python_version < \"3.12\""}
 
 [package.extras]
 all = ["ipython[black,doc,kernel,matplotlib,nbconvert,nbformat,notebook,parallel,qtconsole]", "ipython[test,test-extra]"]
 black = ["black"]
-doc = ["docrepr", "exceptiongroup", "intersphinx-registry", "ipykernel", "ipython[test]", "matplotlib", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "sphinxcontrib-jquery", "tomli", "typing-extensions"]
+doc = ["docrepr", "exceptiongroup", "intersphinx_registry", "ipykernel", "ipython[test]", "matplotlib", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "sphinxcontrib-jquery", "tomli", "typing_extensions"]
 kernel = ["ipykernel"]
 matplotlib = ["matplotlib"]
 nbconvert = ["nbconvert"]
@@ -2232,22 +2272,22 @@ arrow = ">=0.15.0"
 
 [[package]]
 name = "jedi"
-version = "0.19.1"
+version = "0.19.2"
 description = "An autocompletion tool for Python that can be used for text editors."
 optional = false
 python-versions = ">=3.6"
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 ]
 
 [[package]]
@@ -2359,15 +2414,18 @@ files = [
 
 [[package]]
 name = "json5"
-version = "0.9.25"
+version = "0.10.0"
 description = "A Python implementation of the JSON5 data format."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.8.0"
 files = [
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-    {file = "json5-0.9.25.tar.gz", hash = "sha256:548e41b9be043f9426776f05df8635a00fe06104ea51ed24b67f908856e151ae"},
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 ]
 
+[package.extras]
+dev = ["build (==1.2.2.post1)", "coverage (==7.5.3)", "mypy (==1.13.0)", "pip (==24.3.1)", "pylint (==3.2.3)", "ruff (==0.7.3)", "twine (==5.1.1)", "uv (==0.5.1)"]
+
 [[package]]
 name = "jsonlines"
 version = "4.0.0"
@@ -2537,17 +2595,18 @@ test = ["ipykernel", "pre-commit", "pytest (<8)", "pytest-cov", "pytest-timeout"
 
 [[package]]
 name = "jupyter-events"
-version = "0.10.0"
+version = "0.12.0"
 description = "Jupyter Event System library"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
 jsonschema = {version = ">=4.18.0", extras = ["format-nongpl"]}
+packaging = "*"
 python-json-logger = ">=2.0.4"
 pyyaml = ">=5.3"
 referencing = "*"
@@ -2557,7 +2616,7 @@ traitlets = ">=5.3"
 
 [package.extras]
 cli = ["click", "rich"]
-docs = ["jupyterlite-sphinx", "myst-parser", "pydata-sphinx-theme", "sphinxcontrib-spelling"]
+docs = ["jupyterlite-sphinx", "myst-parser", "pydata-sphinx-theme (>=0.16)", "sphinx (>=8)", "sphinxcontrib-spelling"]
 test = ["click", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>=0.19.0)", "pytest-console-scripts", "rich"]
 
 [[package]]
@@ -2576,13 +2635,13 @@ jupyter-server = ">=1.1.2"
 
 [[package]]
 name = "jupyter-server"
-version = "2.14.2"
+version = "2.15.0"
 description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -2591,7 +2650,7 @@ argon2-cffi = ">=21.1"
 jinja2 = ">=3.0.3"
 jupyter-client = ">=7.4.4"
 jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
-jupyter-events = ">=0.9.0"
+jupyter-events = ">=0.11.0"
 jupyter-server-terminals = ">=0.4.4"
 nbconvert = ">=6.4.4"
 nbformat = ">=5.3.0"
@@ -2631,13 +2690,13 @@ test = ["jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-jupyter[server] (>
 
 [[package]]
 name = "jupyterlab"
-version = "4.2.5"
+version = "4.3.5"
 description = "JupyterLab computational environment"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "jupyterlab-4.3.5.tar.gz", hash = "sha256:c779bf72ced007d7d29d5bcef128e7fdda96ea69299e19b04a43635a7d641f9d"},
 ]
 
 [package.dependencies]
@@ -2651,15 +2710,15 @@ jupyter-server = ">=2.4.0,<3"
 jupyterlab-server = ">=2.27.1,<3"
 notebook-shim = ">=0.2"
 packaging = "*"
-setuptools = ">=40.1.0"
+setuptools = ">=40.8.0"
 tomli = {version = ">=1.2.2", markers = "python_version < \"3.11\""}
 tornado = ">=6.2.0"
 traitlets = "*"
 
 [package.extras]
-dev = ["build", "bump2version", "coverage", "hatch", "pre-commit", "pytest-cov", "ruff (==0.3.5)"]
-docs = ["jsx-lexer", "myst-parser", "pydata-sphinx-theme (>=0.13.0)", "pytest", "pytest-check-links", "pytest-jupyter", "sphinx (>=1.8,<7.3.0)", "sphinx-copybutton"]
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+dev = ["build", "bump2version", "coverage", "hatch", "pre-commit", "pytest-cov", "ruff (==0.6.9)"]
+docs = ["jsx-lexer", "myst-parser", "pydata-sphinx-theme (>=0.13.0)", "pytest", "pytest-check-links", "pytest-jupyter", "sphinx (>=1.8,<8.1.0)", "sphinx-copybutton"]
+docs-screenshots = ["altair (==5.4.1)", "ipython (==8.16.1)", "ipywidgets (==8.1.5)", "jupyterlab-geojson (==3.4.0)", "jupyterlab-language-pack-zh-cn (==4.2.post3)", "matplotlib (==3.9.2)", "nbconvert (>=7.0.0)", "pandas (==2.2.3)", "scipy (==1.14.1)", "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"]
 upgrade-extension = ["copier (>=9,<10)", "jinja2-time (<0.3)", "pydantic (<3.0)", "pyyaml-include (<3.0)", "tomli-w (<2.0)"]
 
@@ -2712,136 +2771,102 @@ files = [
 
 [[package]]
 name = "kiwisolver"
-version = "1.4.7"
+version = "1.4.8"
 description = "A fast implementation of the Cassowary constraint solver"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 files = [
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+    {file = "kiwisolver-1.4.8.tar.gz", hash = "sha256:23d5f023bdc8c7e54eb65f03ca5d5bb25b601eac4d7f1a042888a1f45237987e"},
 ]
 
 [[package]]
 name = "kubernetes"
-version = "31.0.0"
+version = "32.0.0"
 description = "Kubernetes python client"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "kubernetes-31.0.0-py2.py3-none-any.whl", hash = "sha256:bf141e2d380c8520eada8b351f4e319ffee9636328c137aa432bc486ca1200e1"},
-    {file = "kubernetes-31.0.0.tar.gz", hash = "sha256:28945de906c8c259c1ebe62703b56a03b714049372196f854105afe4e6d014c0"},
+    {file = "kubernetes-32.0.0-py2.py3-none-any.whl", hash = "sha256:60fd8c29e8e43d9c553ca4811895a687426717deba9c0a66fb2dcc3f5ef96692"},
+    {file = "kubernetes-32.0.0.tar.gz", hash = "sha256:319fa840345a482001ac5d6062222daeb66ec4d1bcb3087402aed685adf0aecb"},
 ]
 
 [package.dependencies]
@@ -2862,23 +2887,23 @@ adal = ["adal (>=1.0.2)"]
 
 [[package]]
 name = "langchain"
-version = "0.3.14"
+version = "0.3.18"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain-0.3.14-py3-none-any.whl", hash = "sha256:5df9031702f7fe6c956e84256b4639a46d5d03a75be1ca4c1bc9479b358061a2"},
-    {file = "langchain-0.3.14.tar.gz", hash = "sha256:4a5ae817b5832fa0e1fcadc5353fbf74bebd2f8e550294d4dc039f651ddcd3d1"},
+    {file = "langchain-0.3.18-py3-none-any.whl", hash = "sha256:1a6e629f02a25962aa5b16932e8f073248104a66804ed5af1f78618ad7c1d38d"},
+    {file = "langchain-0.3.18.tar.gz", hash = "sha256:311ac227a995545ff7c3f74c7767930c5349edef0b39f19d3105b86d39316b69"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
-langchain-core = ">=0.3.29,<0.4.0"
-langchain-text-splitters = ">=0.3.3,<0.4.0"
-langsmith = ">=0.1.17,<0.3"
+langchain-core = ">=0.3.34,<1.0.0"
+langchain-text-splitters = ">=0.3.6,<1.0.0"
+langsmith = ">=0.1.17,<0.4"
 numpy = [
-    {version = ">=1.22.4,<2", markers = "python_version < \"3.12\""},
+    {version = ">=1.26.4,<2", markers = "python_version < \"3.12\""},
     {version = ">=1.26.2,<3", markers = "python_version >= \"3.12\""},
 ]
 pydantic = ">=2.7.4,<3.0.0"
@@ -2887,43 +2912,59 @@ requests = ">=2,<3"
 SQLAlchemy = ">=1.4,<3"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10"
 
+[package.extras]
+anthropic = ["langchain-anthropic"]
+aws = ["langchain-aws"]
+cohere = ["langchain-cohere"]
+community = ["langchain-community"]
+deepseek = ["langchain-deepseek"]
+fireworks = ["langchain-fireworks"]
+google-genai = ["langchain-google-genai"]
+google-vertexai = ["langchain-google-vertexai"]
+groq = ["langchain-groq"]
+huggingface = ["langchain-huggingface"]
+mistralai = ["langchain-mistralai"]
+ollama = ["langchain-ollama"]
+openai = ["langchain-openai"]
+together = ["langchain-together"]
+
 [[package]]
 name = "langchain-anthropic"
-version = "0.2.1"
+version = "0.2.4"
 description = "An integration package connecting AnthropicMessages and LangChain"
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_anthropic-0.2.1-py3-none-any.whl", hash = "sha256:fb3e6cc7f7da323326d37ab4d021bdd2e13ce546192fdfa0ae4fcee38e68b1f4"},
-    {file = "langchain_anthropic-0.2.1.tar.gz", hash = "sha256:acc1113274284ccbce708a44b7a154abe282da04df2cdb9bfdad4b1ff34f9ea5"},
+    {file = "langchain_anthropic-0.2.4-py3-none-any.whl", hash = "sha256:bcb6c2d0df4a67aff52816621079d6e743b260911caccf313a72b33b7edece6f"},
+    {file = "langchain_anthropic-0.2.4.tar.gz", hash = "sha256:0382d4c7b5236839b703f7b72b3e06de4bb5be99104b193f719adbe34c49562b"},
 ]
 
 [package.dependencies]
 anthropic = ">=0.30.0,<1"
 defusedxml = ">=0.7.1,<0.8.0"
-langchain-core = ">=0.3.1,<0.4.0"
+langchain-core = ">=0.3.15,<0.4.0"
 pydantic = ">=2.7.4,<3.0.0"
 
 [[package]]
 name = "langchain-community"
-version = "0.3.14"
+version = "0.3.17"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_community-0.3.14-py3-none-any.whl", hash = "sha256:cc02a0abad0551edef3e565dff643386a5b2ee45b933b6d883d4a935b9649f3c"},
-    {file = "langchain_community-0.3.14.tar.gz", hash = "sha256:d8ba0fe2dbb5795bff707684b712baa5ee379227194610af415ccdfdefda0479"},
+    {file = "langchain_community-0.3.17-py3-none-any.whl", hash = "sha256:13bbd87d681b0df67bafa294321613b13ac524f173c92f11048d40c74e585f0b"},
+    {file = "langchain_community-0.3.17.tar.gz", hash = "sha256:d8547a3d4f8307950be88ca638cd6ab1abe2440d0012e401a172ba4a39aa8044"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 dataclasses-json = ">=0.5.7,<0.7"
-httpx-sse = ">=0.4.0,<0.5.0"
-langchain = ">=0.3.14,<0.4.0"
-langchain-core = ">=0.3.29,<0.4.0"
-langsmith = ">=0.1.125,<0.3"
+httpx-sse = ">=0.4.0,<1.0.0"
+langchain = ">=0.3.18,<1.0.0"
+langchain-core = ">=0.3.34,<1.0.0"
+langsmith = ">=0.1.125,<0.4"
 numpy = [
-    {version = ">=1.22.4,<2", markers = "python_version < \"3.12\""},
+    {version = ">=1.26.4,<2", markers = "python_version < \"3.12\""},
     {version = ">=1.26.2,<3", markers = "python_version >= \"3.12\""},
 ]
 pydantic-settings = ">=2.4.0,<3.0.0"
@@ -2934,18 +2975,18 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.29"
+version = "0.3.34"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_core-0.3.29-py3-none-any.whl", hash = "sha256:817db1474871611a81105594a3e4d11704949661008e455a10e38ca9ff601a1a"},
-    {file = "langchain_core-0.3.29.tar.gz", hash = "sha256:773d6aeeb612e7ce3d996c0be403433d8c6a91e77bbb7a7461c13e15cfbe5b06"},
+    {file = "langchain_core-0.3.34-py3-none-any.whl", hash = "sha256:a057ebeddd2158d3be14bde341b25640ddf958b6989bd6e47160396f5a8202ae"},
+    {file = "langchain_core-0.3.34.tar.gz", hash = "sha256:26504cf1e8e6c310adad907b890d4e3c147581cfa7434114f6dc1134fe4bc6d3"},
 ]
 
 [package.dependencies]
 jsonpatch = ">=1.33,<2.0"
-langsmith = ">=0.1.125,<0.3"
+langsmith = ">=0.1.125,<0.4"
 packaging = ">=23.2,<25"
 pydantic = [
     {version = ">=2.5.2,<3.0.0", markers = "python_full_version < \"3.12.4\""},
@@ -2957,86 +2998,86 @@ typing-extensions = ">=4.7"
 
 [[package]]
 name = "langchain-experimental"
-version = "0.3.2"
+version = "0.3.4"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_experimental-0.3.2-py3-none-any.whl", hash = "sha256:b6a26f2a05e056a27ad30535ed306a6b9d8cc2e3c0326d15030d11b6e7505dbb"},
-    {file = "langchain_experimental-0.3.2.tar.gz", hash = "sha256:d41cc28c46f58616d18a1230595929f80a58d1982c4053dc3afe7f1c03f22426"},
+    {file = "langchain_experimental-0.3.4-py3-none-any.whl", hash = "sha256:2e587306aea36b60fa5e5fc05dc7281bee9f60a806f0bf9d30916e0ee096af80"},
+    {file = "langchain_experimental-0.3.4.tar.gz", hash = "sha256:937c4259ee4a639c618d19acf0e2c5c2898ef127050346edc5655259aa281a21"},
 ]
 
 [package.dependencies]
 langchain-community = ">=0.3.0,<0.4.0"
-langchain-core = ">=0.3.6,<0.4.0"
+langchain-core = ">=0.3.28,<0.4.0"
 
 [[package]]
 name = "langchain-fireworks"
-version = "0.2.0"
+version = "0.2.7"
 description = "An integration package connecting Fireworks and LangChain"
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_fireworks-0.2.0-py3-none-any.whl", hash = "sha256:d8931009c7d2896263e8487c8e75f7070cda39fb7e8ae30d2aab8d27ae505d8c"},
-    {file = "langchain_fireworks-0.2.0.tar.gz", hash = "sha256:6e2f9973688a8a573ddaef46120f59f929f98bcd37408be4d26fd9f4e1a71b6b"},
+    {file = "langchain_fireworks-0.2.7-py3-none-any.whl", hash = "sha256:15fd8b21f69ac45728efb058a08f58ab013f5212601d14d12fba793f6e7cbb8a"},
+    {file = "langchain_fireworks-0.2.7.tar.gz", hash = "sha256:cc6a04d5d5735bdea642de524cb4bca544b8ed8ca867a1d64ec47ea14367210a"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.9.1,<4.0.0"
 fireworks-ai = ">=0.13.0"
-langchain-core = ">=0.3.0,<0.4.0"
+langchain-core = ">=0.3.33,<0.4.0"
 openai = ">=1.10.0,<2.0.0"
 requests = ">=2,<3"
 
 [[package]]
 name = "langchain-nomic"
-version = "0.1.3"
+version = "0.1.4"
 description = "An integration package connecting Nomic and LangChain"
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_nomic-0.1.3-py3-none-any.whl", hash = "sha256:c846c9e0e88741cd1b73eae5adbace9ca7a1d1edecd30d74e0865fafb4ca853f"},
-    {file = "langchain_nomic-0.1.3.tar.gz", hash = "sha256:2c707fbadf654551b1d1205742b4d5f2602273f670733aff01f3cfc8c167e395"},
+    {file = "langchain_nomic-0.1.4-py3-none-any.whl", hash = "sha256:64c12ad069db0d8368b039d40a20730981be5147e7c35a24d7f286477c53c290"},
+    {file = "langchain_nomic-0.1.4.tar.gz", hash = "sha256:fa3103f373e1f6b01abcaf23f9f746f66c29f43d593271e2be0b64a285b3ef36"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.2.40,<0.4"
+langchain-core = ">=0.2.43,<0.3.0 || >0.3.0,<0.3.1 || >0.3.1,<0.3.2 || >0.3.2,<0.3.3 || >0.3.3,<0.3.4 || >0.3.4,<0.3.5 || >0.3.5,<0.3.6 || >0.3.6,<0.3.7 || >0.3.7,<0.3.8 || >0.3.8,<0.3.9 || >0.3.9,<0.3.10 || >0.3.10,<0.3.11 || >0.3.11,<0.3.12 || >0.3.12,<0.3.13 || >0.3.13,<0.3.14 || >0.3.14,<0.4.0"
 nomic = ">=3.1.2,<4.0.0"
 pillow = ">=10.3.0,<11.0.0"
 
 [[package]]
 name = "langchain-openai"
-version = "0.3.0"
+version = "0.3.4"
 description = "An integration package connecting OpenAI and LangChain"
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_openai-0.3.0-py3-none-any.whl", hash = "sha256:49c921a22d272b04749a61e78bffa83aecdb8840b24b69f2909e115a357a9a5b"},
-    {file = "langchain_openai-0.3.0.tar.gz", hash = "sha256:88d623eeb2aaa1fff65c2b419a4a1cfd37d3a1d504e598b87cf0bc822a3b70d0"},
+    {file = "langchain_openai-0.3.4-py3-none-any.whl", hash = "sha256:58d0c014620eb92f4f46ff9daf584c2a7794896b1379eb85ad7be8d9f3493b61"},
+    {file = "langchain_openai-0.3.4.tar.gz", hash = "sha256:c6645745a1d1bf19f21ea6fa473a746bd464053ff57ce563215e6165a0c4b9f1"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.3.29,<0.4.0"
+langchain-core = ">=0.3.34,<1.0.0"
 openai = ">=1.58.1,<2.0.0"
 tiktoken = ">=0.7,<1"
 
 [[package]]
 name = "langchain-text-splitters"
-version = "0.3.5"
+version = "0.3.6"
 description = "LangChain text splitting utilities"
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_text_splitters-0.3.5-py3-none-any.whl", hash = "sha256:8c9b059827438c5fa8f327b4df857e307828a5ec815163c9b5c9569a3e82c8ee"},
-    {file = "langchain_text_splitters-0.3.5.tar.gz", hash = "sha256:11cb7ca3694e5bdd342bc16d3875b7f7381651d4a53cbb91d34f22412ae16443"},
+    {file = "langchain_text_splitters-0.3.6-py3-none-any.whl", hash = "sha256:e5d7b850f6c14259ea930be4a964a65fa95d9df7e1dbdd8bad8416db72292f4e"},
+    {file = "langchain_text_splitters-0.3.6.tar.gz", hash = "sha256:c537972f4b7c07451df431353a538019ad9dadff7a1073ea363946cea97e1bee"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.3.29,<0.4.0"
+langchain-core = ">=0.3.34,<1.0.0"
 
 [[package]]
 name = "langgraph"
-version = "0.2.69"
+version = "0.2.70"
 description = "Building stateful, multi-actor applications with LLMs"
 optional = false
 python-versions = ">=3.9.0,<4.0"
@@ -3054,7 +3095,7 @@ url = "../libs/langgraph"
 
 [[package]]
 name = "langgraph-checkpoint"
-version = "2.0.10"
+version = "2.0.11"
 description = "Library with base interfaces for LangGraph checkpoint savers."
 optional = false
 python-versions = "^3.9.0,<4.0"
@@ -3141,13 +3182,13 @@ url = "../libs/sdk-py"
 
 [[package]]
 name = "langsmith"
-version = "0.2.10"
+version = "0.2.11"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langsmith-0.2.10-py3-none-any.whl", hash = "sha256:b02f2f174189ff72e54c88b1aa63343defd6f0f676c396a690c63a4b6495dcc2"},
-    {file = "langsmith-0.2.10.tar.gz", hash = "sha256:153c7b3ccbd823528ff5bec84801e7e50a164e388919fc583252df5b27dd7830"},
+    {file = "langsmith-0.2.11-py3-none-any.whl", hash = "sha256:084cf66a7f093c25e6b30fb4005008ec5fa9843110e2f0b265ce133c6a0225e6"},
+    {file = "langsmith-0.2.11.tar.gz", hash = "sha256:edf070349dbfc63dc4fc30e22533a11d77768e99ef269399b221c48fee25c737"},
 ]
 
 [package.dependencies]
@@ -3166,13 +3207,13 @@ langsmith-pyo3 = ["langsmith-pyo3 (>=0.1.0rc2,<0.2.0)"]
 
 [[package]]
 name = "loguru"
-version = "0.7.2"
+version = "0.7.3"
 description = "Python logging made (stupidly) simple"
 optional = false
-python-versions = ">=3.5"
+python-versions = "<4.0,>=3.5"
 files = [
-    {file = "loguru-0.7.2-py3-none-any.whl", hash = "sha256:003d71e3d3ed35f0f8984898359d65b79e5b21943f78af86aa5491210429b8eb"},
-    {file = "loguru-0.7.2.tar.gz", hash = "sha256:e671a53522515f34fd406340ee968cb9ecafbc4b36c679da03c18fd8d0bd51ac"},
+    {file = "loguru-0.7.3-py3-none-any.whl", hash = "sha256:31a33c10c8e1e10422bfd431aeb5d351c7cf7fa671e3c4df004162264b28220c"},
+    {file = "loguru-0.7.3.tar.gz", hash = "sha256:19480589e77d47b8d85b2c827ad95d49bf31b0dcde16593892eb51dd18706eb6"},
 ]
 
 [package.dependencies]
@@ -3180,7 +3221,7 @@ colorama = {version = ">=0.3.4", markers = "sys_platform == \"win32\""}
 win32-setctime = {version = ">=1.0.0", markers = "sys_platform == \"win32\""}
 
 [package.extras]
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 [[package]]
 name = "markdown"
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 ]
 
 [package.dependencies]
@@ -3401,7 +3437,7 @@ pyparsing = ">=2.3.1"
 python-dateutil = ">=2.7"
 
 [package.extras]
-dev = ["meson-python (>=0.13.1)", "numpy (>=1.25)", "pybind11 (>=2.6)", "setuptools (>=64)", "setuptools_scm (>=7)"]
+dev = ["meson-python (>=0.13.1,<0.17.0)", "pybind11 (>=2.13.2,!=2.13.3)", "setuptools (>=64)", "setuptools_scm (>=7)"]
 
 [[package]]
 name = "matplotlib-inline"
@@ -3441,15 +3477,18 @@ files = [
 
 [[package]]
 name = "mistune"
-version = "3.0.2"
+version = "3.1.1"
 description = "A sane and fast Markdown parser with useful plugins and renderers"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
+[package.dependencies]
+typing-extensions = {version = "*", markers = "python_version < \"3.11\""}
+
 [[package]]
 name = "mkdocs"
 version = "1.6.1"
@@ -3527,13 +3566,13 @@ pyyaml = ">=5.1"
 
 [[package]]
 name = "mkdocs-git-committers-plugin-2"
-version = "2.3.0"
+version = "2.5.0"
 description = "An MkDocs plugin to create a list of contributors on the page. The git-committers plugin will seed the template context with a list of GitHub or GitLab committers and other useful GIT info such as last modified date"
 optional = false
-python-versions = ">=3.8,<4"
+python-versions = "<4,>=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -3543,13 +3582,13 @@ requests = "*"
 
 [[package]]
 name = "mkdocs-material"
-version = "9.5.38"
+version = "9.6.3"
 description = "Documentation that simply works"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -3568,7 +3607,7 @@ regex = ">=2022.4"
 requests = ">=2.26,<3.0"
 
 [package.extras]
-git = ["mkdocs-git-committers-plugin-2 (>=1.1,<2.0)", "mkdocs-git-revision-date-localized-plugin (>=1.2.4,<2.0)"]
+git = ["mkdocs-git-committers-plugin-2 (>=1.1,<3)", "mkdocs-git-revision-date-localized-plugin (>=1.2.4,<2.0)"]
 imaging = ["cairosvg (>=2.6,<3.0)", "pillow (>=10.2,<11.0)"]
 recommended = ["mkdocs-minify-plugin (>=0.7,<1.0)", "mkdocs-redirects (>=1.2,<2.0)", "mkdocs-rss-plugin (>=1.6,<2.0)"]
 
@@ -3602,26 +3641,26 @@ mkdocs = ">=1.4.1"
 
 [[package]]
 name = "mkdocs-rss-plugin"
-version = "1.15.0"
+version = "1.17.1"
 description = "MkDocs plugin which generates a static RSS feed using git log and page.meta."
 optional = false
-python-versions = "<4,>=3.8"
+python-versions = "<4,>=3.9"
 files = [
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 ]
 
 [package.dependencies]
 cachecontrol = {version = ">=0.14,<1", extras = ["filecache"]}
-GitPython = ">=3.1,<3.2"
-mkdocs = ">=1.5,<2"
+GitPython = ">=3.1.43,<3.2"
+mkdocs = ">=1.6.1,<2"
 requests = ">=2.31,<3"
 tzdata = {version = "==2024.*", markers = "python_version >= \"3.9\" and sys_platform == \"win32\""}
 
 [package.extras]
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+dev = ["black", "flake8 (>=7.1,<8)", "flake8-bugbear (>=24.10)", "flake8-builtins (>=2.5)", "flake8-eradicate (>=1.5)", "flake8-isort (>=6.1.1)", "pre-commit (>=3.7,<4)"]
+doc = ["mkdocs-git-committers-plugin-2 (>=2.4.1,<2.5)", "mkdocs-git-revision-date-localized-plugin (>=1.3,<1.4)", "mkdocs-material[imaging] (>=9.5.47,<10)", "mkdocs-minify-plugin (>=0.8,<0.9)", "mkdocstrings[python] (>=0.27,<1)", "termynal (>=0.12.2,<0.13)"]
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 [[package]]
 name = "mkdocstrings"
@@ -3667,116 +3706,101 @@ mkdocstrings = ">=0.25"
 
 [[package]]
 name = "mmh3"
-version = "5.0.1"
+version = "5.1.0"
 description = "Python extension for MurmurHash (MurmurHash3), a set of fast and robust hash functions."
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-python-versions = ">=3.8"
+python-versions = ">=3.9"
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 [[package]]
 name = "monotonic"
@@ -3791,17 +3815,17 @@ files = [
 
 [[package]]
 name = "motor"
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+version = "3.7.0"
 description = "Non-blocking MongoDB driver for Tornado or asyncio"
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 [package.dependencies]
-pymongo = ">=4.9,<4.10"
+pymongo = ">=4.9,<5.0"
 
 [package.extras]
 aws = ["pymongo[aws] (>=4.5,<5)"]
@@ -4020,13 +4044,13 @@ files = [
 
 [[package]]
 name = "nbclient"
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+version = "0.10.2"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
 optional = false
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 ]
 
 [package.dependencies]
@@ -4037,23 +4061,23 @@ traitlets = ">=5.4"
 
 [package.extras]
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+docs = ["autodoc-traits", "flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "mock", "moto", "myst-parser", "nbconvert (>=7.1.0)", "pytest (>=7.0,<8)", "pytest-asyncio", "pytest-cov (>=4.0)", "sphinx (>=1.7)", "sphinx-book-theme", "sphinxcontrib-spelling", "testpath", "xmltodict"]
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 [[package]]
 name = "nbconvert"
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+version = "7.16.6"
 description = "Converting Jupyter Notebooks (.ipynb files) to other formats.  Output formats include asciidoc, html, latex, markdown, pdf, py, rst, script.  nbconvert can be used both as a Python library (`import nbconvert`) or as a command line tool (invoked as `jupyter nbconvert ...`)."
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 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
 beautifulsoup4 = "*"
-bleach = "!=5.0.0"
+bleach = {version = "!=5.0.0", extras = ["css"]}
 defusedxml = "*"
 jinja2 = ">=3.0"
 jupyter-core = ">=4.7"
@@ -4065,7 +4089,6 @@ nbformat = ">=5.7"
 packaging = "*"
 pandocfilters = ">=1.4.1"
 pygments = ">=2.4.1"
-tinycss2 = "*"
 traitlets = ">=5.1"
 
 [package.extras]
@@ -4111,30 +4134,31 @@ files = [
 
 [[package]]
 name = "networkx"
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+version = "3.4.2"
 description = "Python package for creating and manipulating graphs and networks"
 optional = false
 python-versions = ">=3.10"
 files = [
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-default = ["matplotlib (>=3.6)", "numpy (>=1.23)", "pandas (>=1.4)", "scipy (>=1.9,!=1.11.0,!=1.11.1)"]
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 developer = ["changelist (==0.5)", "mypy (>=1.1)", "pre-commit (>=3.2)", "rtoml"]
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 test = ["pytest (>=7.2)", "pytest-cov (>=4.0)"]
 
 [[package]]
 name = "nomic"
-version = "3.1.2"
+version = "3.4.1"
 description = "The official Nomic python client."
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [package.dependencies]
@@ -4154,23 +4178,23 @@ tqdm = "*"
 [package.extras]
 all = ["nomic[aws,local]"]
 aws = ["boto3", "sagemaker"]
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 local = ["gpt4all (>=2.5.0,<3)"]
 
 [[package]]
 name = "notebook"
-version = "7.2.2"
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 description = "Jupyter Notebook - A web-based notebook environment for interactive computing"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
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-jupyterlab = ">=4.2.0,<4.3"
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 jupyterlab-server = ">=2.27.1,<3"
 notebook-shim = ">=0.2,<0.3"
 tornado = ">=6.2.0"
@@ -4199,40 +4223,47 @@ test = ["pytest", "pytest-console-scripts", "pytest-jupyter", "pytest-tornasync"
 
 [[package]]
 name = "numexpr"
-version = "2.10.1"
+version = "2.10.2"
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 python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
@@ -4301,36 +4332,32 @@ signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
 
 [[package]]
 name = "onnxruntime"
-version = "1.19.2"
+version = "1.20.1"
 description = "ONNX Runtime is a runtime accelerator for Machine Learning models"
 optional = false
 python-versions = "*"
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 ]
 
 [package.dependencies]
@@ -4343,13 +4370,13 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "1.59.7"
+version = "1.61.1"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -4368,231 +4395,254 @@ realtime = ["websockets (>=13,<15)"]
 
 [[package]]
 name = "opentelemetry-api"
-version = "1.27.0"
+version = "1.30.0"
 description = "OpenTelemetry Python API"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 deprecated = ">=1.2.6"
-importlib-metadata = ">=6.0,<=8.4.0"
+importlib-metadata = ">=6.0,<=8.5.0"
 
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-common"
-version = "1.27.0"
+version = "1.30.0"
 description = "OpenTelemetry Protobuf encoding"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
-opentelemetry-proto = "1.27.0"
+opentelemetry-proto = "1.30.0"
 
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-grpc"
-version = "1.27.0"
+version = "1.30.0"
 description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 deprecated = ">=1.2.6"
 googleapis-common-protos = ">=1.52,<2.0"
-grpcio = ">=1.0.0,<2.0.0"
+grpcio = ">=1.63.2,<2.0.0"
 opentelemetry-api = ">=1.15,<2.0"
-opentelemetry-exporter-otlp-proto-common = "1.27.0"
-opentelemetry-proto = "1.27.0"
-opentelemetry-sdk = ">=1.27.0,<1.28.0"
+opentelemetry-exporter-otlp-proto-common = "1.30.0"
+opentelemetry-proto = "1.30.0"
+opentelemetry-sdk = ">=1.30.0,<1.31.0"
 
 [[package]]
 name = "opentelemetry-instrumentation"
-version = "0.48b0"
+version = "0.51b0"
 description = "Instrumentation Tools & Auto Instrumentation for OpenTelemetry Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 opentelemetry-api = ">=1.4,<2.0"
-setuptools = ">=16.0"
+opentelemetry-semantic-conventions = "0.51b0"
+packaging = ">=18.0"
 wrapt = ">=1.0.0,<2.0.0"
 
 [[package]]
 name = "opentelemetry-instrumentation-asgi"
-version = "0.48b0"
+version = "0.51b0"
 description = "ASGI instrumentation for OpenTelemetry"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "opentelemetry_instrumentation_asgi-0.51b0-py3-none-any.whl", hash = "sha256:e8072993db47303b633c6ec1bc74726ba4d32bd0c46c28dfadf99f79521a324c"},
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 ]
 
 [package.dependencies]
 asgiref = ">=3.0,<4.0"
 opentelemetry-api = ">=1.12,<2.0"
-opentelemetry-instrumentation = "0.48b0"
-opentelemetry-semantic-conventions = "0.48b0"
-opentelemetry-util-http = "0.48b0"
+opentelemetry-instrumentation = "0.51b0"
+opentelemetry-semantic-conventions = "0.51b0"
+opentelemetry-util-http = "0.51b0"
 
 [package.extras]
 instruments = ["asgiref (>=3.0,<4.0)"]
 
 [[package]]
 name = "opentelemetry-instrumentation-fastapi"
-version = "0.48b0"
+version = "0.51b0"
 description = "OpenTelemetry FastAPI Instrumentation"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "opentelemetry_instrumentation_fastapi-0.51b0-py3-none-any.whl", hash = "sha256:10513bbc11a1188adb9c1d2c520695f7a8f2b5f4de14e8162098035901cd6493"},
+    {file = "opentelemetry_instrumentation_fastapi-0.51b0.tar.gz", hash = "sha256:1624e70f2f4d12ceb792d8a0c331244cd6723190ccee01336273b4559bc13abc"},
 ]
 
 [package.dependencies]
 opentelemetry-api = ">=1.12,<2.0"
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-opentelemetry-instrumentation-asgi = "0.48b0"
-opentelemetry-semantic-conventions = "0.48b0"
-opentelemetry-util-http = "0.48b0"
+opentelemetry-instrumentation = "0.51b0"
+opentelemetry-instrumentation-asgi = "0.51b0"
+opentelemetry-semantic-conventions = "0.51b0"
+opentelemetry-util-http = "0.51b0"
 
 [package.extras]
 instruments = ["fastapi (>=0.58,<1.0)"]
 
 [[package]]
 name = "opentelemetry-proto"
-version = "1.27.0"
+version = "1.30.0"
 description = "OpenTelemetry Python Proto"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "opentelemetry_proto-1.30.0-py3-none-any.whl", hash = "sha256:c6290958ff3ddacc826ca5abbeb377a31c2334387352a259ba0df37c243adc11"},
+    {file = "opentelemetry_proto-1.30.0.tar.gz", hash = "sha256:afe5c9c15e8b68d7c469596e5b32e8fc085eb9febdd6fb4e20924a93a0389179"},
 ]
 
 [package.dependencies]
-protobuf = ">=3.19,<5.0"
+protobuf = ">=5.0,<6.0"
 
 [[package]]
 name = "opentelemetry-sdk"
-version = "1.27.0"
+version = "1.30.0"
 description = "OpenTelemetry Python SDK"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "opentelemetry_sdk-1.30.0-py3-none-any.whl", hash = "sha256:14fe7afc090caad881addb6926cec967129bd9260c4d33ae6a217359f6b61091"},
+    {file = "opentelemetry_sdk-1.30.0.tar.gz", hash = "sha256:c9287a9e4a7614b9946e933a67168450b9ab35f08797eb9bc77d998fa480fa18"},
 ]
 
 [package.dependencies]
-opentelemetry-api = "1.27.0"
-opentelemetry-semantic-conventions = "0.48b0"
+opentelemetry-api = "1.30.0"
+opentelemetry-semantic-conventions = "0.51b0"
 typing-extensions = ">=3.7.4"
 
 [[package]]
 name = "opentelemetry-semantic-conventions"
-version = "0.48b0"
+version = "0.51b0"
 description = "OpenTelemetry Semantic Conventions"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_semantic_conventions-0.48b0-py3-none-any.whl", hash = "sha256:a0de9f45c413a8669788a38569c7e0a11ce6ce97861a628cca785deecdc32a1f"},
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+    {file = "opentelemetry_semantic_conventions-0.51b0-py3-none-any.whl", hash = "sha256:fdc777359418e8d06c86012c3dc92c88a6453ba662e941593adb062e48c2eeae"},
+    {file = "opentelemetry_semantic_conventions-0.51b0.tar.gz", hash = "sha256:3fabf47f35d1fd9aebcdca7e6802d86bd5ebc3bc3408b7e3248dde6e87a18c47"},
 ]
 
 [package.dependencies]
 deprecated = ">=1.2.6"
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 [[package]]
@@ -4608,13 +4658,13 @@ files = [
 
 [[package]]
 name = "packaging"
-version = "24.1"
+version = "24.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -4884,13 +4934,13 @@ type = ["mypy (>=1.11.2)"]
 
 [[package]]
 name = "posthog"
-version = "3.6.6"
+version = "3.12.1"
 description = "Integrate PostHog into any python application."
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [package.dependencies]
@@ -4902,18 +4952,19 @@ six = ">=1.5"
 
 [package.extras]
 dev = ["black", "flake8", "flake8-print", "isort", "pre-commit"]
+langchain = ["langchain (>=0.2.0)"]
 sentry = ["django", "sentry-sdk"]
-test = ["coverage", "django", "flake8", "freezegun (==0.3.15)", "mock (>=2.0.0)", "pylint", "pytest", "pytest-timeout"]
+test = ["anthropic", "coverage", "django", "flake8", "freezegun (==0.3.15)", "langchain-anthropic (>=0.2.0)", "langchain-community (>=0.2.0)", "langchain-openai (>=0.2.0)", "langgraph", "mock (>=2.0.0)", "openai", "pydantic", "pylint", "pytest", "pytest-asyncio", "pytest-timeout"]
 
 [[package]]
 name = "prometheus-client"
-version = "0.21.0"
+version = "0.21.1"
 description = "Python client for the Prometheus monitoring system."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -4921,76 +4972,168 @@ twisted = ["twisted"]
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.48"
+version = "3.0.50"
 description = "Library for building powerful interactive command lines in Python"
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.8.0"
 files = [
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 ]
 
 [package.dependencies]
 wcwidth = "*"
 
+[[package]]
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+version = "0.2.1"
+description = "Accelerated property cache"
+optional = false
+python-versions = ">=3.9"
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-[package.dependencies]
-numpy = ">=1.16.6"
-
 [package.extras]
 test = ["cffi", "hypothesis", "pandas", "pytest", "pytz"]
 
@@ -5102,6 +5248,7 @@ description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
@@ -5112,6 +5259,7 @@ description = "A collection of ASN.1-based protocols modules"
 optional = false
 python-versions = ">=3.8"
 files = [
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+typing-extensions = ">=4.12.2"
 
 [package.extras]
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 [[package]]
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 [package.dependencies]
@@ -5422,13 +5592,13 @@ zstd = ["zstandard"]
 
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 [package.extras]
@@ -5466,13 +5636,13 @@ websockets = ">=10.0,<11.0"
 
 [[package]]
 name = "pyproject-hooks"
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 python-versions = ">=3.7"
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 [[package]]
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 [[package]]
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+
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 [[package]]
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 [[package]]
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 description = "Python bindings for 0MQ"
 optional = false
 python-versions = ">=3.7"
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@@ -5780,13 +5954,13 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 
 [[package]]
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-version = "5.1.0"
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 name = "referencing"
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 rpds-py = ">=0.7.0"
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 mssql = ["pyodbc"]
 mssql-pymssql = ["pymssql"]
 mssql-pyodbc = ["pyodbc"]
@@ -6457,20 +6657,20 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
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 [[package]]
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 [package.dependencies]
@@ -6739,13 +6946,43 @@ testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests", "ruff"]
 
 [[package]]
 name = "tomli"
-version = "2.0.1"
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 optional = false
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 ]
 
 [[package]]
@@ -6770,20 +7007,21 @@ files = [
 
 [[package]]
 name = "tqdm"
-version = "4.66.5"
+version = "4.67.1"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [package.extras]
-dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
+dev = ["nbval", "pytest (>=6)", "pytest-asyncio (>=0.24)", "pytest-cov", "pytest-timeout"]
+discord = ["requests"]
 notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
@@ -6805,13 +7043,13 @@ test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,
 
 [[package]]
 name = "typer"
-version = "0.12.5"
+version = "0.15.1"
 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -6822,13 +7060,13 @@ typing-extensions = ">=3.7.4.3"
 
 [[package]]
 name = "types-python-dateutil"
-version = "2.9.0.20241003"
+version = "2.9.0.20241206"
 description = "Typing stubs for python-dateutil"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -6900,20 +7138,20 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "uvicorn"
-version = "0.30.6"
+version = "0.34.0"
 description = "The lightning-fast ASGI server."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
 click = ">=7.0"
 colorama = {version = ">=0.4", optional = true, markers = "sys_platform == \"win32\" and extra == \"standard\""}
 h11 = ">=0.8"
-httptools = {version = ">=0.5.0", optional = true, markers = "extra == \"standard\""}
+httptools = {version = ">=0.6.3", optional = true, markers = "extra == \"standard\""}
 python-dotenv = {version = ">=0.13", optional = true, markers = "extra == \"standard\""}
 pyyaml = {version = ">=5.1", optional = true, markers = "extra == \"standard\""}
 typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
@@ -6922,66 +7160,76 @@ watchfiles = {version = ">=0.13", optional = true, markers = "extra == \"standar
 websockets = {version = ">=10.4", optional = true, markers = "extra == \"standard\""}
 
 [package.extras]
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+standard = ["colorama (>=0.4)", "httptools (>=0.6.3)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "watchfiles (>=0.13)", "websockets (>=10.4)"]
 
 [[package]]
 name = "uvloop"
-version = "0.20.0"
+version = "0.21.0"
 description = "Fast implementation of asyncio event loop on top of libuv"
 optional = false
 python-versions = ">=3.8.0"
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 ]
 
 [package.extras]
+dev = ["Cython (>=3.0,<4.0)", "setuptools (>=60)"]
 docs = ["Sphinx (>=4.1.2,<4.2.0)", "sphinx-rtd-theme (>=0.5.2,<0.6.0)", "sphinxcontrib-asyncio (>=0.3.0,<0.4.0)"]
-test = ["Cython (>=0.29.36,<0.30.0)", "aiohttp (==3.9.0b0)", "aiohttp (>=3.8.1)", "flake8 (>=5.0,<6.0)", "mypy (>=0.800)", "psutil", "pyOpenSSL (>=23.0.0,<23.1.0)", "pycodestyle (>=2.9.0,<2.10.0)"]
+test = ["aiohttp (>=3.10.5)", "flake8 (>=5.0,<6.0)", "mypy (>=0.800)", "psutil", "pyOpenSSL (>=23.0.0,<23.1.0)", "pycodestyle (>=2.9.0,<2.10.0)"]
 
 [[package]]
 name = "vcrpy"
-version = "6.0.1"
+version = "6.0.2"
 description = "Automatically mock your HTTP interactions to simplify and speed up testing"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "vcrpy-6.0.1-py2.py3-none-any.whl", hash = "sha256:621c3fb2d6bd8aa9f87532c688e4575bcbbde0c0afeb5ebdb7e14cac409edfdd"},
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+    {file = "vcrpy-6.0.2.tar.gz", hash = "sha256:88e13d9111846745898411dbc74a75ce85870af96dd320d75f1ee33158addc09"},
 ]
 
 [package.dependencies]
 PyYAML = "*"
-urllib3 = {version = "<2", markers = "platform_python_implementation == \"PyPy\""}
+urllib3 = [
+    {version = "*", markers = "platform_python_implementation != \"PyPy\" and python_version >= \"3.10\""},
+    {version = "<2", markers = "platform_python_implementation == \"PyPy\""},
+]
 wrapt = "*"
 yarl = "*"
 
@@ -6990,41 +7238,41 @@ tests = ["Werkzeug (==2.0.3)", "aiohttp", "boto3", "httplib2", "httpx", "pytest"
 
 [[package]]
 name = "watchdog"
-version = "5.0.3"
+version = "6.0.0"
 description = "Filesystem events monitoring"
 optional = false
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 [package.extras]
@@ -7032,94 +7280,82 @@ watchmedo = ["PyYAML (>=3.10)"]
 
 [[package]]
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+    {file = "yarl-1.18.3-py3-none-any.whl", hash = "sha256:b57f4f58099328dfb26c6a771d09fb20dbbae81d20cfb66141251ea063bd101b"},
+    {file = "yarl-1.18.3.tar.gz", hash = "sha256:ac1801c45cbf77b6c99242eeff4fffb5e4e73a800b5c4ad4fc0be5def634d2e1"},
 ]
 
 [package.dependencies]
 idna = ">=2.0"
 multidict = ">=4.0"
+propcache = ">=0.2.0"
 
 [[package]]
 name = "zipp"
-version = "3.20.2"
+version = "3.21.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "zipp-3.20.2-py3-none-any.whl", hash = "sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350"},
-    {file = "zipp-3.20.2.tar.gz", hash = "sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29"},
+    {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
+    {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
 ]
 
 [package.extras]
@@ -7487,4 +7733,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "15daa424aca22c2e42fb967d97a7cdd1786a57d2e3523934c7a54dcc48e4cacb"
+content-hash = "bc1f863f6bdae35b8b76512ba7082897f82cf6ff19525f7b9af63f2dd994a1f3"
diff --git a/docs/pyproject.toml b/docs/pyproject.toml
index 6cf973bc4..9d3de4fdf 100644
--- a/docs/pyproject.toml
+++ b/docs/pyproject.toml
@@ -9,6 +9,7 @@ readme = "README.md"
 [tool.poetry.dependencies]
 python = "^3.10"
 aiohappyeyeballs = "2.4.3"
+pygments-ansi-color = ">=0.3"
 
 [tool.poetry.group.docs.dependencies]
 langgraph = { path = "../libs/langgraph/", develop = true }
@@ -24,8 +25,8 @@ mkdocs-minify-plugin = "^0.8.0"
 mkdocs-rss-plugin = "^1.13.1"
 mkdocs-git-committers-plugin-2 = "^2.3.0"
 mkdocs-material = {extras = ["imaging"], version = "^9.5.27"}
-markdown-include = "^0.8.1"
 markdown-callouts = "^0.4.0"
+markdown-include = "^0.8.1"
 mkdocs-exclude = "^1.0.2"
 vcrpy = "^6.0.1"
 click = "^8.1.7"
diff --git a/docs/tsconfig.json b/docs/tsconfig.json
new file mode 100644
index 000000000..cc3ffb54b
--- /dev/null
+++ b/docs/tsconfig.json
@@ -0,0 +1,23 @@
+{
+  "extends": "@tsconfig/recommended",
+  "compilerOptions": {
+    "rootDir": "",
+    "noEmit": true,
+    "target": "ES2021",
+    "lib": ["ES2021", "ES2022.Object", "DOM"],
+    "module": "NodeNext",
+    "moduleResolution": "nodenext",
+    "esModuleInterop": true,
+    "declaration": true,
+    "noImplicitReturns": true,
+    "noFallthroughCasesInSwitch": true,
+    "noUnusedLocals": true,
+    "noUnusedParameters": true,
+    "useDefineForClassFields": true,
+    "strictPropertyInitialization": false,
+    "allowJs": true,
+    "strict": true
+  },
+  "include": ["**/*.ts"],
+  "exclude": ["node_modules"]
+}
diff --git a/docs/yarn.lock b/docs/yarn.lock
new file mode 100644
index 000000000..0df8c51b1
--- /dev/null
+++ b/docs/yarn.lock
@@ -0,0 +1,475 @@
+# THIS IS AN AUTOGENERATED FILE. DO NOT EDIT THIS FILE DIRECTLY.
+# yarn lockfile v1
+
+
+"@cfworker/json-schema@^4.0.2":
+  version "4.1.1"
+  resolved "https://registry.yarnpkg.com/@cfworker/json-schema/-/json-schema-4.1.1.tgz#4a2a3947ee9fa7b7c24be981422831b8674c3be6"
+  integrity sha512-gAmrUZSGtKc3AiBL71iNWxDsyUC5uMaKKGdvzYsBoTW/xi42JQHl7eKV2OYzCUqvc+D2RCcf7EXY2iCyFIk6og==
+
+"@langchain/core@^0.3.38":
+  version "0.3.38"
+  resolved "https://registry.yarnpkg.com/@langchain/core/-/core-0.3.38.tgz#e0675d978d5141c720d9a2e143550d4411afa3be"
+  integrity sha512-o7mowk/0oIsYsPxRAJ3TKX6OG674HqcaNRged0sxaTegLAMyZDBDRXEAt3qoe5UfkHnqXAggDLjNVDhpMwECmg==
+  dependencies:
+    "@cfworker/json-schema" "^4.0.2"
+    ansi-styles "^5.0.0"
+    camelcase "6"
+    decamelize "1.2.0"
+    js-tiktoken "^1.0.12"
+    langsmith ">=0.2.8 <0.4.0"
+    mustache "^4.2.0"
+    p-queue "^6.6.2"
+    p-retry "4"
+    uuid "^10.0.0"
+    zod "^3.22.4"
+    zod-to-json-schema "^3.22.3"
+
+"@langchain/openai@^0.4.2":
+  version "0.4.2"
+  resolved "https://registry.yarnpkg.com/@langchain/openai/-/openai-0.4.2.tgz#1259bf56c4948ed2301d366e2fe945c29dfb53bc"
+  integrity sha512-Cuj7qbVcycALTP0aqZuPpEc7As8cwiGaU21MhXRyZFs+dnWxKYxZ1Q1z4kcx6cYkq/I+CNwwmk+sP+YruU73Aw==
+  dependencies:
+    js-tiktoken "^1.0.12"
+    openai "^4.77.0"
+    zod "^3.22.4"
+    zod-to-json-schema "^3.22.3"
+
+"@mswjs/interceptors@^0.37.3":
+  version "0.37.6"
+  resolved "https://registry.yarnpkg.com/@mswjs/interceptors/-/interceptors-0.37.6.tgz#2635319b7a81934e1ef1b5593ef7910347e2b761"
+  integrity sha512-wK+5pLK5XFmgtH3aQ2YVvA3HohS3xqV/OxuVOdNx9Wpnz7VE/fnC+e1A7ln6LFYeck7gOJ/dsZV6OLplOtAJ2w==
+  dependencies:
+    "@open-draft/deferred-promise" "^2.2.0"
+    "@open-draft/logger" "^0.3.0"
+    "@open-draft/until" "^2.0.0"
+    is-node-process "^1.2.0"
+    outvariant "^1.4.3"
+    strict-event-emitter "^0.5.1"
+
+"@open-draft/deferred-promise@^2.2.0":
+  version "2.2.0"
+  resolved "https://registry.yarnpkg.com/@open-draft/deferred-promise/-/deferred-promise-2.2.0.tgz#4a822d10f6f0e316be4d67b4d4f8c9a124b073bd"
+  integrity sha512-CecwLWx3rhxVQF6V4bAgPS5t+So2sTbPgAzafKkVizyi7tlwpcFpdFqq+wqF2OwNBmqFuu6tOyouTuxgpMfzmA==
+
+"@open-draft/logger@^0.3.0":
+  version "0.3.0"
+  resolved "https://registry.yarnpkg.com/@open-draft/logger/-/logger-0.3.0.tgz#2b3ab1242b360aa0adb28b85f5d7da1c133a0954"
+  integrity sha512-X2g45fzhxH238HKO4xbSr7+wBS8Fvw6ixhTDuvLd5mqh6bJJCFAPwU9mPDxbcrRtfxv4u5IHCEH77BmxvXmmxQ==
+  dependencies:
+    is-node-process "^1.2.0"
+    outvariant "^1.4.0"
+
+"@open-draft/until@^2.0.0":
+  version "2.1.0"
+  resolved "https://registry.yarnpkg.com/@open-draft/until/-/until-2.1.0.tgz#0acf32f470af2ceaf47f095cdecd40d68666efda"
+  integrity sha512-U69T3ItWHvLwGg5eJ0n3I62nWuE6ilHlmz7zM0npLBRvPRd7e6NYmg54vvRtP5mZG7kZqZCFVdsTWo7BPtBujg==
+
+"@tsconfig/recommended@^1.0.8":
+  version "1.0.8"
+  resolved "https://registry.yarnpkg.com/@tsconfig/recommended/-/recommended-1.0.8.tgz#16483d57b56bbbd32b8c3af0eff1a40c32d006fa"
+  integrity sha512-TotjFaaXveVUdsrXCdalyF6E5RyG6+7hHHQVZonQtdlk1rJZ1myDIvPUUKPhoYv+JAzThb2lQJh9+9ZfF46hsA==
+
+"@types/msgpack-lite@^0.1.11":
+  version "0.1.11"
+  resolved "https://registry.yarnpkg.com/@types/msgpack-lite/-/msgpack-lite-0.1.11.tgz#f618e1fc469577f65f36c474ff3309407afef174"
+  integrity sha512-cdCZS/gw+jIN22I4SUZUFf1ZZfVv5JM1//Br/MuZcI373sxiy3eSSoiyLu0oz+BPatTbGGGBO5jrcvd0siCdTQ==
+  dependencies:
+    "@types/node" "*"
+
+"@types/nock@^11.1.0":
+  version "11.1.0"
+  resolved "https://registry.yarnpkg.com/@types/nock/-/nock-11.1.0.tgz#0a8c1056a31ba32a959843abccf99626dd90a538"
+  integrity sha512-jI/ewavBQ7X5178262JQR0ewicPAcJhXS/iFaNJl0VHLfyosZ/kwSrsa6VNQNSO8i9d8SqdRgOtZSOKJ/+iNMw==
+  dependencies:
+    nock "*"
+
+"@types/node-fetch@^2.6.4":
+  version "2.6.12"
+  resolved "https://registry.yarnpkg.com/@types/node-fetch/-/node-fetch-2.6.12.tgz#8ab5c3ef8330f13100a7479e2cd56d3386830a03"
+  integrity sha512-8nneRWKCg3rMtF69nLQJnOYUcbafYeFSjqkw3jCRLsqkWFlHaoQrr5mXmofFGOx3DKn7UfmBMyov8ySvLRVldA==
+  dependencies:
+    "@types/node" "*"
+    form-data "^4.0.0"
+
+"@types/node@*", "@types/node@^22.13.1":
+  version "22.13.1"
+  resolved "https://registry.yarnpkg.com/@types/node/-/node-22.13.1.tgz#a2a3fefbdeb7ba6b89f40371842162fac0934f33"
+  integrity sha512-jK8uzQlrvXqEU91UxiK5J7pKHyzgnI1Qnl0QDHIgVGuolJhRb9EEl28Cj9b3rGR8B2lhFCtvIm5os8lFnO/1Ew==
+  dependencies:
+    undici-types "~6.20.0"
+
+"@types/node@^18.11.18":
+  version "18.19.75"
+  resolved "https://registry.yarnpkg.com/@types/node/-/node-18.19.75.tgz#be932799d1ab40779ffd16392a2b2300f81b565d"
+  integrity sha512-UIksWtThob6ZVSyxcOqCLOUNg/dyO1Qvx4McgeuhrEtHTLFTf7BBhEazaE4K806FGTPtzd/2sE90qn4fVr7cyw==
+  dependencies:
+    undici-types "~5.26.4"
+
+"@types/retry@0.12.0":
+  version "0.12.0"
+  resolved "https://registry.yarnpkg.com/@types/retry/-/retry-0.12.0.tgz#2b35eccfcee7d38cd72ad99232fbd58bffb3c84d"
+  integrity sha512-wWKOClTTiizcZhXnPY4wikVAwmdYHp8q6DmC+EJUzAMsycb7HB32Kh9RN4+0gExjmPmZSAQjgURXIGATPegAvA==
+
+"@types/uuid@^10.0.0":
+  version "10.0.0"
+  resolved "https://registry.yarnpkg.com/@types/uuid/-/uuid-10.0.0.tgz#e9c07fe50da0f53dc24970cca94d619ff03f6f6d"
+  integrity sha512-7gqG38EyHgyP1S+7+xomFtL+ZNHcKv6DwNaCZmJmo1vgMugyF3TCnXVg4t1uk89mLNwnLtnY3TpOpCOyp1/xHQ==
+
+abort-controller@^3.0.0:
+  version "3.0.0"
+  resolved "https://registry.yarnpkg.com/abort-controller/-/abort-controller-3.0.0.tgz#eaf54d53b62bae4138e809ca225c8439a6efb392"
+  integrity sha512-h8lQ8tacZYnR3vNQTgibj+tODHI5/+l06Au2Pcriv/Gmet0eaj4TwWH41sO9wnHDiQsEj19q0drzdWdeAHtweg==
+  dependencies:
+    event-target-shim "^5.0.0"
+
+agentkeepalive@^4.2.1:
+  version "4.6.0"
+  resolved "https://registry.yarnpkg.com/agentkeepalive/-/agentkeepalive-4.6.0.tgz#35f73e94b3f40bf65f105219c623ad19c136ea6a"
+  integrity sha512-kja8j7PjmncONqaTsB8fQ+wE2mSU2DJ9D4XKoJ5PFWIdRMa6SLSN1ff4mOr4jCbfRSsxR4keIiySJU0N9T5hIQ==
+  dependencies:
+    humanize-ms "^1.2.1"
+
+ansi-styles@^4.1.0:
+  version "4.3.0"
+  resolved "https://registry.yarnpkg.com/ansi-styles/-/ansi-styles-4.3.0.tgz#edd803628ae71c04c85ae7a0906edad34b648937"
+  integrity sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg==
+  dependencies:
+    color-convert "^2.0.1"
+
+ansi-styles@^5.0.0:
+  version "5.2.0"
+  resolved "https://registry.yarnpkg.com/ansi-styles/-/ansi-styles-5.2.0.tgz#07449690ad45777d1924ac2abb2fc8895dba836b"
+  integrity sha512-Cxwpt2SfTzTtXcfOlzGEee8O+c+MmUgGrNiBcXnuWxuFJHe6a5Hz7qwhwe5OgaSYI0IJvkLqWX1ASG+cJOkEiA==
+
+asynckit@^0.4.0:
+  version "0.4.0"
+  resolved "https://registry.yarnpkg.com/asynckit/-/asynckit-0.4.0.tgz#c79ed97f7f34cb8f2ba1bc9790bcc366474b4b79"
+  integrity sha512-Oei9OH4tRh0YqU3GxhX79dM/mwVgvbZJaSNaRk+bshkj0S5cfHcgYakreBjrHwatXKbz+IoIdYLxrKim2MjW0Q==
+
+base64-js@^1.5.1:
+  version "1.5.1"
+  resolved "https://registry.yarnpkg.com/base64-js/-/base64-js-1.5.1.tgz#1b1b440160a5bf7ad40b650f095963481903930a"
+  integrity sha512-AKpaYlHn8t4SVbOHCy+b5+KKgvR4vrsD8vbvrbiQJps7fKDTkjkDry6ji0rUJjC0kzbNePLwzxq8iypo41qeWA==
+
+camelcase@6:
+  version "6.3.0"
+  resolved "https://registry.yarnpkg.com/camelcase/-/camelcase-6.3.0.tgz#5685b95eb209ac9c0c177467778c9c84df58ba9a"
+  integrity sha512-Gmy6FhYlCY7uOElZUSbxo2UCDH8owEk996gkbrpsgGtrJLM3J7jGxl9Ic7Qwwj4ivOE5AWZWRMecDdF7hqGjFA==
+
+chalk@^4.1.2:
+  version "4.1.2"
+  resolved "https://registry.yarnpkg.com/chalk/-/chalk-4.1.2.tgz#aac4e2b7734a740867aeb16bf02aad556a1e7a01"
+  integrity sha512-oKnbhFyRIXpUuez8iBMmyEa4nbj4IOQyuhc/wy9kY7/WVPcwIO9VA668Pu8RkO7+0G76SLROeyw9CpQ061i4mA==
+  dependencies:
+    ansi-styles "^4.1.0"
+    supports-color "^7.1.0"
+
+color-convert@^2.0.1:
+  version "2.0.1"
+  resolved "https://registry.yarnpkg.com/color-convert/-/color-convert-2.0.1.tgz#72d3a68d598c9bdb3af2ad1e84f21d896abd4de3"
+  integrity sha512-RRECPsj7iu/xb5oKYcsFHSppFNnsj/52OVTRKb4zP5onXwVF3zVmmToNcOfGC+CRDpfK/U584fMg38ZHCaElKQ==
+  dependencies:
+    color-name "~1.1.4"
+
+color-name@~1.1.4:
+  version "1.1.4"
+  resolved "https://registry.yarnpkg.com/color-name/-/color-name-1.1.4.tgz#c2a09a87acbde69543de6f63fa3995c826c536a2"
+  integrity sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA==
+
+combined-stream@^1.0.8:
+  version "1.0.8"
+  resolved "https://registry.yarnpkg.com/combined-stream/-/combined-stream-1.0.8.tgz#c3d45a8b34fd730631a110a8a2520682b31d5a7f"
+  integrity sha512-FQN4MRfuJeHf7cBbBMJFXhKSDq+2kAArBlmRBvcvFE5BB1HZKXtSFASDhdlz9zOYwxh8lDdnvmMOe/+5cdoEdg==
+  dependencies:
+    delayed-stream "~1.0.0"
+
+console-table-printer@^2.12.1:
+  version "2.12.1"
+  resolved "https://registry.yarnpkg.com/console-table-printer/-/console-table-printer-2.12.1.tgz#4a9646537a246a6d8de57075d4fae1e08abae267"
+  integrity sha512-wKGOQRRvdnd89pCeH96e2Fn4wkbenSP6LMHfjfyNLMbGuHEFbMqQNuxXqd0oXG9caIOQ1FTvc5Uijp9/4jujnQ==
+  dependencies:
+    simple-wcswidth "^1.0.1"
+
+decamelize@1.2.0:
+  version "1.2.0"
+  resolved "https://registry.yarnpkg.com/decamelize/-/decamelize-1.2.0.tgz#f6534d15148269b20352e7bee26f501f9a191290"
+  integrity sha512-z2S+W9X73hAUUki+N+9Za2lBlun89zigOyGrsax+KUQ6wKW4ZoWpEYBkGhQjwAjjDCkWxhY0VKEhk8wzY7F5cA==
+
+delayed-stream@~1.0.0:
+  version "1.0.0"
+  resolved "https://registry.yarnpkg.com/delayed-stream/-/delayed-stream-1.0.0.tgz#df3ae199acadfb7d440aaae0b29e2272b24ec619"
+  integrity sha512-ZySD7Nf91aLB0RxL4KGrKHBXl7Eds1DAmEdcoVawXnLD7SDhpNgtuII2aAkg7a7QS41jxPSZ17p4VdGnMHk3MQ==
+
+event-lite@^0.1.1:
+  version "0.1.3"
+  resolved "https://registry.yarnpkg.com/event-lite/-/event-lite-0.1.3.tgz#3dfe01144e808ac46448f0c19b4ab68e403a901d"
+  integrity sha512-8qz9nOz5VeD2z96elrEKD2U433+L3DWdUdDkOINLGOJvx1GsMBbMn0aCeu28y8/e85A6mCigBiFlYMnTBEGlSw==
+
+event-target-shim@^5.0.0:
+  version "5.0.1"
+  resolved "https://registry.yarnpkg.com/event-target-shim/-/event-target-shim-5.0.1.tgz#5d4d3ebdf9583d63a5333ce2deb7480ab2b05789"
+  integrity sha512-i/2XbnSz/uxRCU6+NdVJgKWDTM427+MqYbkQzD321DuCQJUqOuJKIA0IM2+W2xtYHdKOmZ4dR6fExsd4SXL+WQ==
+
+eventemitter3@^4.0.4:
+  version "4.0.7"
+  resolved "https://registry.yarnpkg.com/eventemitter3/-/eventemitter3-4.0.7.tgz#2de9b68f6528d5644ef5c59526a1b4a07306169f"
+  integrity sha512-8guHBZCwKnFhYdHr2ysuRWErTwhoN2X8XELRlrRwpmfeY2jjuUN4taQMsULKUVo1K4DvZl+0pgfyoysHxvmvEw==
+
+form-data-encoder@1.7.2:
+  version "1.7.2"
+  resolved "https://registry.yarnpkg.com/form-data-encoder/-/form-data-encoder-1.7.2.tgz#1f1ae3dccf58ed4690b86d87e4f57c654fbab040"
+  integrity sha512-qfqtYan3rxrnCk1VYaA4H+Ms9xdpPqvLZa6xmMgFvhO32x7/3J/ExcTd6qpxM0vH2GdMI+poehyBZvqfMTto8A==
+
+form-data@^4.0.0:
+  version "4.0.1"
+  resolved "https://registry.yarnpkg.com/form-data/-/form-data-4.0.1.tgz#ba1076daaaa5bfd7e99c1a6cb02aa0a5cff90d48"
+  integrity sha512-tzN8e4TX8+kkxGPK8D5u0FNmjPUjw3lwC9lSLxxoB/+GtsJG91CO8bSWy73APlgAZzZbXEYZJuxjkHH2w+Ezhw==
+  dependencies:
+    asynckit "^0.4.0"
+    combined-stream "^1.0.8"
+    mime-types "^2.1.12"
+
+formdata-node@^4.3.2:
+  version "4.4.1"
+  resolved "https://registry.yarnpkg.com/formdata-node/-/formdata-node-4.4.1.tgz#23f6a5cb9cb55315912cbec4ff7b0f59bbd191e2"
+  integrity sha512-0iirZp3uVDjVGt9p49aTaqjk84TrglENEDuqfdlZQ1roC9CWlPk6Avf8EEnZNcAqPonwkG35x4n3ww/1THYAeQ==
+  dependencies:
+    node-domexception "1.0.0"
+    web-streams-polyfill "4.0.0-beta.3"
+
+has-flag@^4.0.0:
+  version "4.0.0"
+  resolved "https://registry.yarnpkg.com/has-flag/-/has-flag-4.0.0.tgz#944771fd9c81c81265c4d6941860da06bb59479b"
+  integrity sha512-EykJT/Q1KjTWctppgIAgfSO0tKVuZUjhgMr17kqTumMl6Afv3EISleU7qZUzoXDFTAHTDC4NOoG/ZxU3EvlMPQ==
+
+humanize-ms@^1.2.1:
+  version "1.2.1"
+  resolved "https://registry.yarnpkg.com/humanize-ms/-/humanize-ms-1.2.1.tgz#c46e3159a293f6b896da29316d8b6fe8bb79bbed"
+  integrity sha512-Fl70vYtsAFb/C06PTS9dZBo7ihau+Tu/DNCk/OyHhea07S+aeMWpFFkUaXRa8fI+ScZbEI8dfSxwY7gxZ9SAVQ==
+  dependencies:
+    ms "^2.0.0"
+
+ieee754@^1.1.8:
+  version "1.2.1"
+  resolved "https://registry.yarnpkg.com/ieee754/-/ieee754-1.2.1.tgz#8eb7a10a63fff25d15a57b001586d177d1b0d352"
+  integrity sha512-dcyqhDvX1C46lXZcVqCpK+FtMRQVdIMN6/Df5js2zouUsqG7I6sFxitIC+7KYK29KdXOLHdu9zL4sFnoVQnqaA==
+
+int64-buffer@^0.1.9:
+  version "0.1.10"
+  resolved "https://registry.yarnpkg.com/int64-buffer/-/int64-buffer-0.1.10.tgz#277b228a87d95ad777d07c13832022406a473423"
+  integrity sha512-v7cSY1J8ydZ0GyjUHqF+1bshJ6cnEVLo9EnjB8p+4HDRPZc9N5jjmvUV7NvEsqQOKyH0pmIBFWXVQbiS0+OBbA==
+
+is-node-process@^1.2.0:
+  version "1.2.0"
+  resolved "https://registry.yarnpkg.com/is-node-process/-/is-node-process-1.2.0.tgz#ea02a1b90ddb3934a19aea414e88edef7e11d134"
+  integrity sha512-Vg4o6/fqPxIjtxgUH5QLJhwZ7gW5diGCVlXpuUfELC62CuxM1iHcRe51f2W1FDy04Ai4KJkagKjx3XaqyfRKXw==
+
+isarray@^1.0.0:
+  version "1.0.0"
+  resolved "https://registry.yarnpkg.com/isarray/-/isarray-1.0.0.tgz#bb935d48582cba168c06834957a54a3e07124f11"
+  integrity sha512-VLghIWNM6ELQzo7zwmcg0NmTVyWKYjvIeM83yjp0wRDTmUnrM678fQbcKBo6n2CJEF0szoG//ytg+TKla89ALQ==
+
+js-tiktoken@^1.0.12:
+  version "1.0.18"
+  resolved "https://registry.yarnpkg.com/js-tiktoken/-/js-tiktoken-1.0.18.tgz#aaf68dda155bc693e6f0a572b9a359d569cb53df"
+  integrity sha512-hFYx4xYf6URgcttcGvGuOBJhTxPYZ2R5eIesqCaNRJmYH8sNmsfTeWg4yu//7u1VD/qIUkgKJTpGom9oHXmB4g==
+  dependencies:
+    base64-js "^1.5.1"
+
+json-stringify-safe@^5.0.1:
+  version "5.0.1"
+  resolved "https://registry.yarnpkg.com/json-stringify-safe/-/json-stringify-safe-5.0.1.tgz#1296a2d58fd45f19a0f6ce01d65701e2c735b6eb"
+  integrity sha512-ZClg6AaYvamvYEE82d3Iyd3vSSIjQ+odgjaTzRuO3s7toCdFKczob2i0zCh7JE8kWn17yvAWhUVxvqGwUalsRA==
+
+"langsmith@>=0.2.8 <0.4.0":
+  version "0.3.7"
+  resolved "https://registry.yarnpkg.com/langsmith/-/langsmith-0.3.7.tgz#c29362f78ea2872252a60a680d6adb8b67e18b74"
+  integrity sha512-wakN1hxGkm1JR2PpAV7fiT7oC99LKcgxiuUrYGZWPbuj7Y8EPF19F7VNr4B+hA219bfaeWTa4Lxy2YrtPSKnQA==
+  dependencies:
+    "@types/uuid" "^10.0.0"
+    chalk "^4.1.2"
+    console-table-printer "^2.12.1"
+    p-queue "^6.6.2"
+    p-retry "4"
+    semver "^7.6.3"
+    uuid "^10.0.0"
+
+mime-db@1.52.0:
+  version "1.52.0"
+  resolved "https://registry.yarnpkg.com/mime-db/-/mime-db-1.52.0.tgz#bbabcdc02859f4987301c856e3387ce5ec43bf70"
+  integrity sha512-sPU4uV7dYlvtWJxwwxHD0PuihVNiE7TyAbQ5SWxDCB9mUYvOgroQOwYQQOKPJ8CIbE+1ETVlOoK1UC2nU3gYvg==
+
+mime-types@^2.1.12:
+  version "2.1.35"
+  resolved "https://registry.yarnpkg.com/mime-types/-/mime-types-2.1.35.tgz#381a871b62a734450660ae3deee44813f70d959a"
+  integrity sha512-ZDY+bPm5zTTF+YpCrAU9nK0UgICYPT0QtT1NZWFv4s++TNkcgVaT0g6+4R2uI4MjQjzysHB1zxuWL50hzaeXiw==
+  dependencies:
+    mime-db "1.52.0"
+
+ms@^2.0.0:
+  version "2.1.3"
+  resolved "https://registry.yarnpkg.com/ms/-/ms-2.1.3.tgz#574c8138ce1d2b5861f0b44579dbadd60c6615b2"
+  integrity sha512-6FlzubTLZG3J2a/NVCAleEhjzq5oxgHyaCU9yYXvcLsvoVaHJq/s5xXI6/XXP6tz7R9xAOtHnSO/tXtF3WRTlA==
+
+msgpack-lite@^0.1.26:
+  version "0.1.26"
+  resolved "https://registry.yarnpkg.com/msgpack-lite/-/msgpack-lite-0.1.26.tgz#dd3c50b26f059f25e7edee3644418358e2a9ad89"
+  integrity sha512-SZ2IxeqZ1oRFGo0xFGbvBJWMp3yLIY9rlIJyxy8CGrwZn1f0ZK4r6jV/AM1r0FZMDUkWkglOk/eeKIL9g77Nxw==
+  dependencies:
+    event-lite "^0.1.1"
+    ieee754 "^1.1.8"
+    int64-buffer "^0.1.9"
+    isarray "^1.0.0"
+
+mustache@^4.2.0:
+  version "4.2.0"
+  resolved "https://registry.yarnpkg.com/mustache/-/mustache-4.2.0.tgz#e5892324d60a12ec9c2a73359edca52972bf6f64"
+  integrity sha512-71ippSywq5Yb7/tVYyGbkBggbU8H3u5Rz56fH60jGFgr8uHwxs+aSKeqmluIVzM0m0kB7xQjKS6qPfd0b2ZoqQ==
+
+nock@*, nock@^14.0.1:
+  version "14.0.1"
+  resolved "https://registry.yarnpkg.com/nock/-/nock-14.0.1.tgz#62006248bbbc7637322c9fc73f90b93a431b4f5e"
+  integrity sha512-IJN4O9pturuRdn60NjQ7YkFt6Rwei7ZKaOwb1tvUIIqTgeD0SDDAX3vrqZD4wcXczeEy/AsUXxpGpP/yHqV7xg==
+  dependencies:
+    "@mswjs/interceptors" "^0.37.3"
+    json-stringify-safe "^5.0.1"
+    propagate "^2.0.0"
+
+node-domexception@1.0.0:
+  version "1.0.0"
+  resolved "https://registry.yarnpkg.com/node-domexception/-/node-domexception-1.0.0.tgz#6888db46a1f71c0b76b3f7555016b63fe64766e5"
+  integrity sha512-/jKZoMpw0F8GRwl4/eLROPA3cfcXtLApP0QzLmUT/HuPCZWyB7IY9ZrMeKw2O/nFIqPQB3PVM9aYm0F312AXDQ==
+
+node-fetch@^2.6.7:
+  version "2.7.0"
+  resolved "https://registry.yarnpkg.com/node-fetch/-/node-fetch-2.7.0.tgz#d0f0fa6e3e2dc1d27efcd8ad99d550bda94d187d"
+  integrity sha512-c4FRfUm/dbcWZ7U+1Wq0AwCyFL+3nt2bEw05wfxSz+DWpWsitgmSgYmy2dQdWyKC1694ELPqMs/YzUSNozLt8A==
+  dependencies:
+    whatwg-url "^5.0.0"
+
+openai@^4.77.0:
+  version "4.83.0"
+  resolved "https://registry.yarnpkg.com/openai/-/openai-4.83.0.tgz#87edfebecf8a4dc2317269dd704cf0ebd9f11979"
+  integrity sha512-fmTsqud0uTtRKsPC7L8Lu55dkaTwYucqncDHzVvO64DKOpNTuiYwjbR/nVgpapXuYy8xSnhQQPUm+3jQaxICgw==
+  dependencies:
+    "@types/node" "^18.11.18"
+    "@types/node-fetch" "^2.6.4"
+    abort-controller "^3.0.0"
+    agentkeepalive "^4.2.1"
+    form-data-encoder "1.7.2"
+    formdata-node "^4.3.2"
+    node-fetch "^2.6.7"
+
+outvariant@^1.4.0, outvariant@^1.4.3:
+  version "1.4.3"
+  resolved "https://registry.yarnpkg.com/outvariant/-/outvariant-1.4.3.tgz#221c1bfc093e8fec7075497e7799fdbf43d14873"
+  integrity sha512-+Sl2UErvtsoajRDKCE5/dBz4DIvHXQQnAxtQTF04OJxY0+DyZXSo5P5Bb7XYWOh81syohlYL24hbDwxedPUJCA==
+
+p-finally@^1.0.0:
+  version "1.0.0"
+  resolved "https://registry.yarnpkg.com/p-finally/-/p-finally-1.0.0.tgz#3fbcfb15b899a44123b34b6dcc18b724336a2cae"
+  integrity sha512-LICb2p9CB7FS+0eR1oqWnHhp0FljGLZCWBE9aix0Uye9W8LTQPwMTYVGWQWIw9RdQiDg4+epXQODwIYJtSJaow==
+
+p-queue@^6.6.2:
+  version "6.6.2"
+  resolved "https://registry.yarnpkg.com/p-queue/-/p-queue-6.6.2.tgz#2068a9dcf8e67dd0ec3e7a2bcb76810faa85e426"
+  integrity sha512-RwFpb72c/BhQLEXIZ5K2e+AhgNVmIejGlTgiB9MzZ0e93GRvqZ7uSi0dvRF7/XIXDeNkra2fNHBxTyPDGySpjQ==
+  dependencies:
+    eventemitter3 "^4.0.4"
+    p-timeout "^3.2.0"
+
+p-retry@4:
+  version "4.6.2"
+  resolved "https://registry.yarnpkg.com/p-retry/-/p-retry-4.6.2.tgz#9baae7184057edd4e17231cee04264106e092a16"
+  integrity sha512-312Id396EbJdvRONlngUx0NydfrIQ5lsYu0znKVUzVvArzEIt08V1qhtyESbGVd1FGX7UKtiFp5uwKZdM8wIuQ==
+  dependencies:
+    "@types/retry" "0.12.0"
+    retry "^0.13.1"
+
+p-timeout@^3.2.0:
+  version "3.2.0"
+  resolved "https://registry.yarnpkg.com/p-timeout/-/p-timeout-3.2.0.tgz#c7e17abc971d2a7962ef83626b35d635acf23dfe"
+  integrity sha512-rhIwUycgwwKcP9yTOOFK/AKsAopjjCakVqLHePO3CC6Mir1Z99xT+R63jZxAT5lFZLa2inS5h+ZS2GvR99/FBg==
+  dependencies:
+    p-finally "^1.0.0"
+
+propagate@^2.0.0:
+  version "2.0.1"
+  resolved "https://registry.yarnpkg.com/propagate/-/propagate-2.0.1.tgz#40cdedab18085c792334e64f0ac17256d38f9a45"
+  integrity sha512-vGrhOavPSTz4QVNuBNdcNXePNdNMaO1xj9yBeH1ScQPjk/rhg9sSlCXPhMkFuaNNW/syTvYqsnbIJxMBfRbbag==
+
+retry@^0.13.1:
+  version "0.13.1"
+  resolved "https://registry.yarnpkg.com/retry/-/retry-0.13.1.tgz#185b1587acf67919d63b357349e03537b2484658"
+  integrity sha512-XQBQ3I8W1Cge0Seh+6gjj03LbmRFWuoszgK9ooCpwYIrhhoO80pfq4cUkU5DkknwfOfFteRwlZ56PYOGYyFWdg==
+
+semver@^7.6.3:
+  version "7.7.1"
+  resolved "https://registry.yarnpkg.com/semver/-/semver-7.7.1.tgz#abd5098d82b18c6c81f6074ff2647fd3e7220c9f"
+  integrity sha512-hlq8tAfn0m/61p4BVRcPzIGr6LKiMwo4VM6dGi6pt4qcRkmNzTcWq6eCEjEh+qXjkMDvPlOFFSGwQjoEa6gyMA==
+
+simple-wcswidth@^1.0.1:
+  version "1.0.1"
+  resolved "https://registry.yarnpkg.com/simple-wcswidth/-/simple-wcswidth-1.0.1.tgz#8ab18ac0ae342f9d9b629604e54d2aa1ecb018b2"
+  integrity sha512-xMO/8eNREtaROt7tJvWJqHBDTMFN4eiQ5I4JRMuilwfnFcV5W9u7RUkueNkdw0jPqGMX36iCywelS5yilTuOxg==
+
+strict-event-emitter@^0.5.1:
+  version "0.5.1"
+  resolved "https://registry.yarnpkg.com/strict-event-emitter/-/strict-event-emitter-0.5.1.tgz#1602ece81c51574ca39c6815e09f1a3e8550bd93"
+  integrity sha512-vMgjE/GGEPEFnhFub6pa4FmJBRBVOLpIII2hvCZ8Kzb7K0hlHo7mQv6xYrBvCL2LtAIBwFUK8wvuJgTVSQ5MFQ==
+
+supports-color@^7.1.0:
+  version "7.2.0"
+  resolved "https://registry.yarnpkg.com/supports-color/-/supports-color-7.2.0.tgz#1b7dcdcb32b8138801b3e478ba6a51caa89648da"
+  integrity sha512-qpCAvRl9stuOHveKsn7HncJRvv501qIacKzQlO/+Lwxc9+0q2wLyv4Dfvt80/DPn2pqOBsJdDiogXGR9+OvwRw==
+  dependencies:
+    has-flag "^4.0.0"
+
+tr46@~0.0.3:
+  version "0.0.3"
+  resolved "https://registry.yarnpkg.com/tr46/-/tr46-0.0.3.tgz#8184fd347dac9cdc185992f3a6622e14b9d9ab6a"
+  integrity sha512-N3WMsuqV66lT30CrXNbEjx4GEwlow3v6rr4mCcv6prnfwhS01rkgyFdjPNBYd9br7LpXV1+Emh01fHnq2Gdgrw==
+
+undici-types@~5.26.4:
+  version "5.26.5"
+  resolved "https://registry.yarnpkg.com/undici-types/-/undici-types-5.26.5.tgz#bcd539893d00b56e964fd2657a4866b221a65617"
+  integrity sha512-JlCMO+ehdEIKqlFxk6IfVoAUVmgz7cU7zD/h9XZ0qzeosSHmUJVOzSQvvYSYWXkFXC+IfLKSIffhv0sVZup6pA==
+
+undici-types@~6.20.0:
+  version "6.20.0"
+  resolved "https://registry.yarnpkg.com/undici-types/-/undici-types-6.20.0.tgz#8171bf22c1f588d1554d55bf204bc624af388433"
+  integrity sha512-Ny6QZ2Nju20vw1SRHe3d9jVu6gJ+4e3+MMpqu7pqE5HT6WsTSlce++GQmK5UXS8mzV8DSYHrQH+Xrf2jVcuKNg==
+
+uuid@^10.0.0:
+  version "10.0.0"
+  resolved "https://registry.yarnpkg.com/uuid/-/uuid-10.0.0.tgz#5a95aa454e6e002725c79055fd42aaba30ca6294"
+  integrity sha512-8XkAphELsDnEGrDxUOHB3RGvXz6TeuYSGEZBOjtTtPm2lwhGBjLgOzLHB63IUWfBpNucQjND6d3AOudO+H3RWQ==
+
+web-streams-polyfill@4.0.0-beta.3:
+  version "4.0.0-beta.3"
+  resolved "https://registry.yarnpkg.com/web-streams-polyfill/-/web-streams-polyfill-4.0.0-beta.3.tgz#2898486b74f5156095e473efe989dcf185047a38"
+  integrity sha512-QW95TCTaHmsYfHDybGMwO5IJIM93I/6vTRk+daHTWFPhwh+C8Cg7j7XyKrwrj8Ib6vYXe0ocYNrmzY4xAAN6ug==
+
+webidl-conversions@^3.0.0:
+  version "3.0.1"
+  resolved "https://registry.yarnpkg.com/webidl-conversions/-/webidl-conversions-3.0.1.tgz#24534275e2a7bc6be7bc86611cc16ae0a5654871"
+  integrity sha512-2JAn3z8AR6rjK8Sm8orRC0h/bcl/DqL7tRPdGZ4I1CjdF+EaMLmYxBHyXuKL849eucPFhvBoxMsflfOb8kxaeQ==
+
+whatwg-url@^5.0.0:
+  version "5.0.0"
+  resolved "https://registry.yarnpkg.com/whatwg-url/-/whatwg-url-5.0.0.tgz#966454e8765462e37644d3626f6742ce8b70965d"
+  integrity sha512-saE57nupxk6v3HY35+jzBwYa0rKSy0XR8JSxZPwgLr7ys0IBzhGviA1/TUGJLmSVqs8pb9AnvICXEuOHLprYTw==
+  dependencies:
+    tr46 "~0.0.3"
+    webidl-conversions "^3.0.0"
+
+zod-to-json-schema@^3.22.3:
+  version "3.24.1"
+  resolved "https://registry.yarnpkg.com/zod-to-json-schema/-/zod-to-json-schema-3.24.1.tgz#f08c6725091aadabffa820ba8d50c7ab527f227a"
+  integrity sha512-3h08nf3Vw3Wl3PK+q3ow/lIil81IT2Oa7YpQyUUDsEWbXveMesdfK1xBd2RhCkynwZndAxixji/7SYJJowr62w==
+
+zod@^3.22.4:
+  version "3.24.1"
+  resolved "https://registry.yarnpkg.com/zod/-/zod-3.24.1.tgz#27445c912738c8ad1e9de1bea0359fa44d9d35ee"
+  integrity sha512-muH7gBL9sI1nciMZV67X5fTKKBLtwpZ5VBp1vsOQzj1MhrBZ4wlVCm3gedKZWLp0Oyel8sIGfeiz54Su+OVT+A==