RafaelRuiz
/
assistance-engine
1
1
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity

adding ragas to dev

This commit is contained in:
pseco 2026-02-26 09:45:42 +01:00
parent 006323c8b7
commit 4a2db004c0
3 changed files with 560 additions and 80 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

1
pyproject.toml
View File

@ -30,5 +30,6 @@ dev = [
"langfuse>=3.14.4", "langfuse>=3.14.4",
"mteb>=2.8.8", "mteb>=2.8.8",
"polars>=1.38.1", "polars>=1.38.1",
"ragas>=0.4.3",
"ruff>=0.15.1", "ruff>=0.15.1",
] ]

302
scratches/pseco/synthetic_dataset/n00 Ragas TestSet Generation.ipynb
View File

@ -0,0 +1,302 @@
{
"cells": [
{
"cell_type": "markdown",
"id": "efbabfec",
"metadata": {},
"source": [
"# Libraries"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "e06aaf8c",
"metadata": {},
"outputs": [],
"source": [
"from src.config import ELASTICSEARCH_INDEX, OPENAI_API_KEY, OPENAI_MODEL, BASE_URL, MODEL_NAME"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "8488db9f",
"metadata": {},
"outputs": [
{
"ename": "ModuleNotFoundError",
"evalue": "No module named 'ragas.testset.generator'",
"output_type": "error",
"traceback": [
"\u001b[31m---------------------------------------------------------------------------\u001b[39m",
"\u001b[31mModuleNotFoundError\u001b[39m Traceback (most recent call last)",
"\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[1]\u001b[39m\u001b[32m, line 6\u001b[39m\n\u001b[32m 4\u001b[39m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01mlangchain_core\u001b[39;00m\u001b[34;01m.\u001b[39;00m\u001b[34;01mdocuments\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m Document\n\u001b[32m 5\u001b[39m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01mlangchain_ollama\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m ChatOllama, OllamaEmbeddings\n\u001b[32m----> \u001b[39m\u001b[32m6\u001b[39m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01mragas\u001b[39;00m\u001b[34;01m.\u001b[39;00m\u001b[34;01mtestset\u001b[39;00m\u001b[34;01m.\u001b[39;00m\u001b[34;01mgenerator\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m TestsetGenerator\n\u001b[32m 7\u001b[39m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01mragas\u001b[39;00m\u001b[34;01m.\u001b[39;00m\u001b[34;01mllms\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m LangchainLLMWrapper\n",
"\u001b[31mModuleNotFoundError\u001b[39m: No module named 'ragas.testset.generator'"
]
}
],
"source": [
"from langchain_core.embeddings import Embeddings \n",
"from ragas.testset import TestsetGenerator \n",
"from langchain_community.document_loaders import DirectoryLoader \n",
"from openai import OpenAI \n",
"from ragas.llms import llm_factory \n",
"from langchain_core.documents import Document"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "816afb58",
"metadata": {},
"outputs": [],
"source": [
"class ElasticsearchEmbeddings(Embeddings): \n",
" \"\"\"Fetch precomputed embeddings from Elasticsearch.\"\"\" \n",
" def __init__(self, es_client, index_name, id_field=\"_id\", embedding_field=\"embedding_vector\"): \n",
" self.es = es_client \n",
" self.index = index_name \n",
" self.id_field = id_field \n",
" self.embedding_field = embedding_field \n",
" \n",
" def embed_query(self, text: str): \n",
" # Example: hash text to a doc ID or perform a text lookup in ES \n",
" doc_id = self._text_to_doc_id(text) # implement your mapping \n",
" resp = self.es.get(index=self.index, id=doc_id) \n",
" return resp[\"_source\"][self.embedding_field] \n",
" \n",
" def embed_documents(self, texts): \n",
" return [self.embed_query(t) for t in texts] \n",
" \n",
" # Optional: implement async variants if Ragas calls them"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "65a7c504",
"metadata": {},
"outputs": [],
"source": [
"loader = DirectoryLoader(\"./my_code_repo\", glob=\"**/*.py\", recursive=True) \n",
"docs = loader.load() \n",
" \n",
"# 2) Ollama LLM via OpenAI-compatible client \n",
"ollama_client = OpenAI(base_url=\"http://localhost:11434/v1\", api_key=\"ollama\") \n",
"generator_llm = llm_factory(\"codellama\", provider=\"openai\", client=ollama_client) \n",
" \n",
"# 3) Custom ES embeddings wrapper \n",
"from elasticsearch import Elasticsearch \n",
"es_client = Elasticsearch(\"http://localhost:9200\") \n",
"es_embeddings = ElasticsearchEmbeddings(es_client, index_name=\"my_docs_embeddings\") \n",
" \n",
"# 4) Ragas TestsetGenerator using the ES embeddings \n",
"generator = TestsetGenerator.from_langchain(generator_llm, es_embeddings) \n",
" \n",
"# 5) Generate testset \n",
"dataset = generator.generate_with_langchain_docs(docs, testset_size=20) \n",
" \n",
"# 6) Export \n",
"df = dataset.to_pandas() \n",
"print(df[[\"user_input\", \"reference\"]].head())"
]
},
{
"cell_type": "markdown",
"id": "06f41852",
"metadata": {},
"source": [
"# Functions"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "d24262b0",
"metadata": {},
"outputs": [],
"source": [
"def fetch_documents_from_elasticsearch(\n",
" es_url: str, \n",
" index_name: str, \n",
" size: int = 100\n",
") -> List[Document]:\n",
" \"\"\"\n",
" Retrieve documents from Elasticsearch and convert to LangChain Document objects.\n",
" \n",
" Args:\n",
" es_url: Elasticsearch URL\n",
" index_name: Index name to query\n",
" size: Number of documents to retrieve\n",
" \n",
" Returns:\n",
" List of LangChain Document objects with metadata\n",
" \"\"\"\n",
" es = Elasticsearch(es_url)\n",
" \n",
" # Query all documents from the index\n",
" response = es.search(\n",
" index=index_name,\n",
" body={\"query\": {\"match_all\": {}}, \"size\": size}\n",
" )\n",
" \n",
" documents = []\n",
" for hit in response[\"hits\"][\"hits\"]:\n",
" source = hit.get(\"_source\", {})\n",
" \n",
" # Extract text content (field name is 'text' based on your ES setup)\n",
" page_content = source.get(\"text\", \"\")\n",
" \n",
" if not page_content:\n",
" continue\n",
" \n",
" # Extract metadata from the document\n",
" metadata = {\n",
" \"source\": source.get(\"source\", \"unknown\"),\n",
" \"doc_id\": source.get(\"doc_id\", hit.get(\"_id\", \"\")),\n",
" \"chunk_id\": source.get(\"chunk_id\", \"\"),\n",
" \"title\": source.get(\"title\", \"Untitled\"),\n",
" \"es_id\": hit.get(\"_id\") # Store the ES document ID for reference\n",
" }\n",
" \n",
" # Create LangChain Document object\n",
" doc = Document(page_content=page_content, metadata=metadata)\n",
" documents.append(doc)\n",
" \n",
" print(f\"✓ Retrieved {len(documents)} documents from Elasticsearch\")\n",
" return documents\n",
"\n",
"\n",
"# Fetch documents from Elasticsearch\n",
"documents = fetch_documents_from_elasticsearch(ELASTICSEARCH_URL, ELASTICSEARCH_INDEX, size=100)\n",
"\n",
"if documents:\n",
" print(f\"\\nFirst document sample:\")\n",
" print(f\" Content length: {len(documents[0].page_content)} chars\")\n",
" print(f\" Metadata: {documents[0].metadata}\")\n",
"else:\n",
" print(\"⚠️ No documents found in Elasticsearch. Check index name and ES connection.\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "bf8797ac",
"metadata": {},
"outputs": [],
"source": [
"if not documents:\n",
" print(\"❌ Cannot proceed: No documents to generate testset from.\")\n",
" print(\"Ensure Elasticsearch is running and the index contains documents.\")\n",
"else:\n",
" print(\"\\n\" + \"=\" * 60)\n",
" print(\"Initializing Ragas TestSetGenerator\")\n",
" print(\"=\" * 60)\n",
" \n",
" # Initialize LLMs for test generation\n",
" generator_llm = LangchainLLMWrapper(\n",
" ChatOllama(base_url=BASE_URL, model=MODEL_NAME)\n",
" )\n",
" \n",
" # Initialize embeddings for semantic similarity evaluation\n",
" embeddings = OllamaEmbeddings(base_url=BASE_URL, model=MODEL_NAME)\n",
" \n",
" # Create the TestsetGenerator\n",
" generator = TestsetGenerator.from_langchain(\n",
" llm=generator_llm,\n",
" embedding_model=embeddings\n",
" )\n",
" \n",
" print(\"✓ TestsetGenerator initialized successfully\")\n",
" print(f\" - LLM Model: {MODEL_NAME}\")\n",
" print(f\" - Using {len(documents)} documents for generation\")\n",
" print(\"\\n⏳ Generating synthetic test set (this may take a few minutes)...\")\n",
" \n",
" # Generate synthetic test set\n",
" # Adjust testset_size based on your needs and token budget\n",
" testset_size = min(50, len(documents) * 2) # Generate up to 50 test cases or 2x the docs\n",
" \n",
" testset = generator.generate_with_langchain_docs(\n",
" documents=documents,\n",
" testset_size=testset_size,\n",
" raise_exceptions=False\n",
" )\n",
" \n",
" print(f\"✓ Test set generated with {len(testset)} examples\")\n",
" \n",
" # Convert to DataFrame for easy viewing and exporting\n",
" df = testset.to_pandas()\n",
" \n",
" print(\"\\n\" + \"=\" * 60)\n",
" print(\"Test Set Summary\")\n",
" print(\"=\" * 60)\n",
" print(f\"Total test cases: {len(df)}\")\n",
" print(f\"\\nColumns: {list(df.columns)}\")\n",
" print(f\"\\nFirst few rows:\")\n",
" print(df.head())"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "8dfd3472",
"metadata": {},
"outputs": [],
"source": [
"from datetime import datetime\n",
"from pathlib import Path\n",
"\n",
"# Define output directory\n",
"output_dir = Path(\"data/interim/synthetic_testsets\")\n",
"output_dir.mkdir(parents=True, exist_ok=True)\n",
"\n",
"# Generate filename with timestamp\n",
"timestamp = datetime.now().strftime(\"%Y%m%d_%H%M%S\")\n",
"output_file = output_dir / f\"testset_{timestamp}.csv\"\n",
"\n",
"# Save to CSV\n",
"df.to_csv(output_file, index=False)\n",
"print(f\"✓ Test set saved to: {output_file}\")\n",
"\n",
"# Optional: Save as JSON for better structure preservation\n",
"json_file = output_dir / f\"testset_{timestamp}.json\"\n",
"testset.save_as_json(str(json_file))\n",
"print(f\"✓ Test set saved (JSON) to: {json_file}\")\n",
"\n",
"# Display statistics\n",
"print(\"\\n\" + \"=\" * 60)\n",
"print(\"Test Set Distribution\")\n",
"print(\"=\" * 60)\n",
"if \"question_type\" in df.columns:\n",
" print(\"\\nQuestion types:\")\n",
" print(df[\"question_type\"].value_counts())\n",
"\n",
"if \"retrieval_context\" in df.columns:\n",
" avg_context_len = df[\"retrieval_context\"].apply(lambda x: len(x) if x else 0).mean()\n",
" print(f\"\\nAverage context length: {avg_context_len:.0f} characters\")"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "assistance-engine",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.12.11"
}
},
"nbformat": 4,
"nbformat_minor": 5
}

337
uv.lock
View File

@ -1,5 +1,5 @@
version = 1 version = 1
revision = 3 revision = 2
requires-python = ">=3.11" requires-python = ">=3.11"
resolution-markers = [ resolution-markers = [
"python_full_version >= '3.14' and sys_platform == 'win32'", "python_full_version >= '3.14' and sys_platform == 'win32'",
@ -171,6 +171,15 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/38/0e/27be9fdef66e72d64c0cdc3cc2823101b80585f8119b5c112c2e8f5f7dab/anyio-4.12.1-py3-none-any.whl", hash = "sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c", size = 113592, upload-time = "2026-01-06T11:45:19.497Z" }, { url = "https://files.pythonhosted.org/packages/38/0e/27be9fdef66e72d64c0cdc3cc2823101b80585f8119b5c112c2e8f5f7dab/anyio-4.12.1-py3-none-any.whl", hash = "sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c", size = 113592, upload-time = "2026-01-06T11:45:19.497Z" },
] ]
[[package]]
name = "appdirs"
version = "1.4.4"
source = { registry = "https://pypi.org/simple" }
sdist = { url = "https://files.pythonhosted.org/packages/d7/d8/05696357e0311f5b5c316d7b95f46c669dd9c15aaeecbb48c7d0aeb88c40/appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41", size = 13470, upload-time = "2020-05-11T07:59:51.037Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/3b/00/2344469e2084fb287c2e0b57b72910309874c3245463acd6cf5e3db69324/appdirs-1.4.4-py2.py3-none-any.whl", hash = "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128", size = 9566, upload-time = "2020-05-11T07:59:49.499Z" },
]
[[package]] [[package]]
name = "appnope" name = "appnope"
version = "0.1.4" version = "0.1.4"
@ -266,6 +275,7 @@ dev = [
{ name = "langfuse" }, { name = "langfuse" },
{ name = "mteb" }, { name = "mteb" },
{ name = "polars" }, { name = "polars" },
{ name = "ragas" },
{ name = "ruff" }, { name = "ruff" },
] ]
@ -296,6 +306,7 @@ dev = [
{ name = "langfuse", specifier = ">=3.14.4" }, { name = "langfuse", specifier = ">=3.14.4" },
{ name = "mteb", specifier = ">=2.8.8" }, { name = "mteb", specifier = ">=2.8.8" },
{ name = "polars", specifier = ">=1.38.1" }, { name = "polars", specifier = ">=1.38.1" },
{ name = "ragas", specifier = ">=0.4.3" },
{ name = "ruff", specifier = ">=0.15.1" }, { name = "ruff", specifier = ">=0.15.1" },
] ]
@ -684,6 +695,15 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/50/3d/9373ad9c56321fdab5b41197068e1d8c25883b3fea29dd361f9b55116869/dill-0.4.0-py3-none-any.whl", hash = "sha256:44f54bf6412c2c8464c14e8243eb163690a9800dbe2c367330883b19c7561049", size = 119668, upload-time = "2025-04-16T00:41:47.671Z" }, { url = "https://files.pythonhosted.org/packages/50/3d/9373ad9c56321fdab5b41197068e1d8c25883b3fea29dd361f9b55116869/dill-0.4.0-py3-none-any.whl", hash = "sha256:44f54bf6412c2c8464c14e8243eb163690a9800dbe2c367330883b19c7561049", size = 119668, upload-time = "2025-04-16T00:41:47.671Z" },
] ]
[[package]]
name = "diskcache"
version = "5.6.3"
source = { registry = "https://pypi.org/simple" }
sdist = { url = "https://files.pythonhosted.org/packages/3f/21/1c1ffc1a039ddcc459db43cc108658f32c57d271d7289a2794e401d0fdb6/diskcache-5.6.3.tar.gz", hash = "sha256:2c3a3fa2743d8535d832ec61c2054a1641f41775aa7c556758a109941e33e4fc", size = 67916, upload-time = "2023-08-31T06:12:00.316Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/3f/27/4570e78fc0bf5ea0ca45eb1de3818a23787af9b390c0b0a0033a1b8236f9/diskcache-5.6.3-py3-none-any.whl", hash = "sha256:5e31b2d5fbad117cc363ebaf6b689474db18a1f6438bc82358b024abd4c2ca19", size = 45550, upload-time = "2023-08-31T06:11:58.822Z" },
]
[[package]] [[package]]
name = "distro" name = "distro"
version = "1.9.0" version = "1.9.0"
@ -693,6 +713,15 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/12/b3/231ffd4ab1fc9d679809f356cebee130ac7daa00d6d6f3206dd4fd137e9e/distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2", size = 20277, upload-time = "2023-12-24T09:54:30.421Z" }, { url = "https://files.pythonhosted.org/packages/12/b3/231ffd4ab1fc9d679809f356cebee130ac7daa00d6d6f3206dd4fd137e9e/distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2", size = 20277, upload-time = "2023-12-24T09:54:30.421Z" },
] ]
[[package]]
name = "docstring-parser"
version = "0.17.0"
source = { registry = "https://pypi.org/simple" }
sdist = { url = "https://files.pythonhosted.org/packages/b2/9d/c3b43da9515bd270df0f80548d9944e389870713cc1fe2b8fb35fe2bcefd/docstring_parser-0.17.0.tar.gz", hash = "sha256:583de4a309722b3315439bb31d64ba3eebada841f2e2cee23b99df001434c912", size = 27442, upload-time = "2025-07-21T07:35:01.868Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/55/e2/2537ebcff11c1ee1ff17d8d0b6f4db75873e3b0fb32c2d4a2ee31ecb310a/docstring_parser-0.17.0-py3-none-any.whl", hash = "sha256:cf2569abd23dce8099b300f9b4fa8191e9582dda731fd533daf54c4551658708", size = 36896, upload-time = "2025-07-21T07:35:00.684Z" },
]
[[package]] [[package]]
name = "elastic-transport" name = "elastic-transport"
version = "8.17.1" version = "8.17.1"
@ -1179,6 +1208,29 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/fa/5e/f8e9a1d23b9c20a551a8a02ea3637b4642e22c2626e3a13a9a29cdea99eb/importlib_metadata-8.7.1-py3-none-any.whl", hash = "sha256:5a1f80bf1daa489495071efbb095d75a634cf28a8bc299581244063b53176151", size = 27865, upload-time = "2025-12-21T10:00:18.329Z" }, { url = "https://files.pythonhosted.org/packages/fa/5e/f8e9a1d23b9c20a551a8a02ea3637b4642e22c2626e3a13a9a29cdea99eb/importlib_metadata-8.7.1-py3-none-any.whl", hash = "sha256:5a1f80bf1daa489495071efbb095d75a634cf28a8bc299581244063b53176151", size = 27865, upload-time = "2025-12-21T10:00:18.329Z" },
] ]
[[package]]
name = "instructor"
version = "1.14.5"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "aiohttp" },
{ name = "diskcache" },
{ name = "docstring-parser" },
{ name = "jinja2" },
{ name = "jiter" },
{ name = "openai" },
{ name = "pydantic" },
{ name = "pydantic-core" },
{ name = "requests" },
{ name = "rich" },
{ name = "tenacity" },
{ name = "typer" },
]
sdist = { url = "https://files.pythonhosted.org/packages/0b/ef/986d059424db204ed57b29d8c07fda35de2a2c72dee8ea7994bc90a6f767/instructor-1.14.5.tar.gz", hash = "sha256:fcb6432867f2fe4a5986e8bf389dcc64ed2ad4039a12a2dff85464e51c2f171a", size = 69950754, upload-time = "2026-01-29T14:18:50.454Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/45/04/e442e1356c97b03a6d30d2b462f7c0bdfbf207e75f6833815fd1225a75b4/instructor-1.14.5-py3-none-any.whl", hash = "sha256:2a5a31222b008c0989be1cc001e33a237f49506e80ac5833f6d36d7690bae7b1", size = 177445, upload-time = "2026-01-29T14:18:53.641Z" },
]
[[package]] [[package]]
name = "ipykernel" name = "ipykernel"
version = "7.2.0" version = "7.2.0"
@ -1291,87 +1343,87 @@ wheels = [
[[package]] [[package]]
name = "jiter" name = "jiter"
version = "0.13.0" version = "0.11.1"
source = { registry = "https://pypi.org/simple" } source = { registry = "https://pypi.org/simple" }
sdist = { url = "https://files.pythonhosted.org/packages/0d/5e/4ec91646aee381d01cdb9974e30882c9cd3b8c5d1079d6b5ff4af522439a/jiter-0.13.0.tar.gz", hash = "sha256:f2839f9c2c7e2dffc1bc5929a510e14ce0a946be9365fd1219e7ef342dae14f4", size = 164847, upload-time = "2026-02-02T12:37:56.441Z" } sdist = { url = "https://files.pythonhosted.org/packages/a3/68/0357982493a7b20925aece061f7fb7a2678e3b232f8d73a6edb7e5304443/jiter-0.11.1.tar.gz", hash = "sha256:849dcfc76481c0ea0099391235b7ca97d7279e0fa4c86005457ac7c88e8b76dc", size = 168385, upload-time = "2025-10-17T11:31:15.186Z" }
wheels = [ wheels = [
{ url = "https://files.pythonhosted.org/packages/71/29/499f8c9eaa8a16751b1c0e45e6f5f1761d180da873d417996cc7bddc8eef/jiter-0.13.0-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:ea026e70a9a28ebbdddcbcf0f1323128a8db66898a06eaad3a4e62d2f554d096", size = 311157, upload-time = "2026-02-02T12:35:37.758Z" }, { url = "https://files.pythonhosted.org/packages/8b/34/c9e6cfe876f9a24f43ed53fe29f052ce02bd8d5f5a387dbf46ad3764bef0/jiter-0.11.1-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:9b0088ff3c374ce8ce0168523ec8e97122ebb788f950cf7bb8e39c7dc6a876a2", size = 310160, upload-time = "2025-10-17T11:28:59.174Z" },
{ url = "https://files.pythonhosted.org/packages/50/f6/566364c777d2ab450b92100bea11333c64c38d32caf8dc378b48e5b20c46/jiter-0.13.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:66aa3e663840152d18cc8ff1e4faad3dd181373491b9cfdc6004b92198d67911", size = 319729, upload-time = "2026-02-02T12:35:39.246Z" }, { url = "https://files.pythonhosted.org/packages/bc/9f/b06ec8181d7165858faf2ac5287c54fe52b2287760b7fe1ba9c06890255f/jiter-0.11.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:74433962dd3c3090655e02e461267095d6c84f0741c7827de11022ef8d7ff661", size = 316573, upload-time = "2025-10-17T11:29:00.905Z" },
{ url = "https://files.pythonhosted.org/packages/73/dd/560f13ec5e4f116d8ad2658781646cca91b617ae3b8758d4a5076b278f70/jiter-0.13.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c3524798e70655ff19aec58c7d05adb1f074fecff62da857ea9be2b908b6d701", size = 354766, upload-time = "2026-02-02T12:35:40.662Z" }, { url = "https://files.pythonhosted.org/packages/66/49/3179d93090f2ed0c6b091a9c210f266d2d020d82c96f753260af536371d0/jiter-0.11.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6d98030e345e6546df2cc2c08309c502466c66c4747b043f1a0d415fada862b8", size = 348998, upload-time = "2025-10-17T11:29:02.321Z" },
{ url = "https://files.pythonhosted.org/packages/7c/0d/061faffcfe94608cbc28a0d42a77a74222bdf5055ccdbe5fd2292b94f510/jiter-0.13.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ec7e287d7fbd02cb6e22f9a00dd9c9cd504c40a61f2c61e7e1f9690a82726b4c", size = 362587, upload-time = "2026-02-02T12:35:42.025Z" }, { url = "https://files.pythonhosted.org/packages/ae/9d/63db2c8eabda7a9cad65a2e808ca34aaa8689d98d498f5a2357d7a2e2cec/jiter-0.11.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:1d6db0b2e788db46bec2cf729a88b6dd36959af2abd9fa2312dfba5acdd96dcb", size = 363413, upload-time = "2025-10-17T11:29:03.787Z" },
{ url = "https://files.pythonhosted.org/packages/92/c9/c66a7864982fd38a9773ec6e932e0398d1262677b8c60faecd02ffb67bf3/jiter-0.13.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:47455245307e4debf2ce6c6e65a717550a0244231240dcf3b8f7d64e4c2f22f4", size = 487537, upload-time = "2026-02-02T12:35:43.459Z" }, { url = "https://files.pythonhosted.org/packages/25/ff/3e6b3170c5053053c7baddb8d44e2bf11ff44cd71024a280a8438ae6ba32/jiter-0.11.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:55678fbbda261eafe7289165dd2ddd0e922df5f9a1ae46d7c79a5a15242bd7d1", size = 487144, upload-time = "2025-10-17T11:29:05.37Z" },
{ url = "https://files.pythonhosted.org/packages/6c/86/84eb4352cd3668f16d1a88929b5888a3fe0418ea8c1dfc2ad4e7bf6e069a/jiter-0.13.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ee9da221dca6e0429c2704c1b3655fe7b025204a71d4d9b73390c759d776d165", size = 373717, upload-time = "2026-02-02T12:35:44.928Z" }, { url = "https://files.pythonhosted.org/packages/b0/50/b63fcadf699893269b997f4c2e88400bc68f085c6db698c6e5e69d63b2c1/jiter-0.11.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:6a6b74fae8e40497653b52ce6ca0f1b13457af769af6fb9c1113efc8b5b4d9be", size = 376215, upload-time = "2025-10-17T11:29:07.123Z" },
{ url = "https://files.pythonhosted.org/packages/6e/09/9fe4c159358176f82d4390407a03f506a8659ed13ca3ac93a843402acecf/jiter-0.13.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:24ab43126d5e05f3d53a36a8e11eb2f23304c6c1117844aaaf9a0aa5e40b5018", size = 362683, upload-time = "2026-02-02T12:35:46.636Z" }, { url = "https://files.pythonhosted.org/packages/39/8c/57a8a89401134167e87e73471b9cca321cf651c1fd78c45f3a0f16932213/jiter-0.11.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0a55a453f8b035eb4f7852a79a065d616b7971a17f5e37a9296b4b38d3b619e4", size = 359163, upload-time = "2025-10-17T11:29:09.047Z" },
{ url = "https://files.pythonhosted.org/packages/c9/5e/85f3ab9caca0c1d0897937d378b4a515cae9e119730563572361ea0c48ae/jiter-0.13.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:9da38b4fedde4fb528c740c2564628fbab737166a0e73d6d46cb4bb5463ff411", size = 392345, upload-time = "2026-02-02T12:35:48.088Z" }, { url = "https://files.pythonhosted.org/packages/4b/96/30b0cdbffbb6f753e25339d3dbbe26890c9ef119928314578201c758aace/jiter-0.11.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:2638148099022e6bdb3f42904289cd2e403609356fb06eb36ddec2d50958bc29", size = 385344, upload-time = "2025-10-17T11:29:10.69Z" },
{ url = "https://files.pythonhosted.org/packages/12/4c/05b8629ad546191939e6f0c2f17e29f542a398f4a52fb987bc70b6d1eb8b/jiter-0.13.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:0b34c519e17658ed88d5047999a93547f8889f3c1824120c26ad6be5f27b6cf5", size = 517775, upload-time = "2026-02-02T12:35:49.482Z" }, { url = "https://files.pythonhosted.org/packages/c6/d5/31dae27c1cc9410ad52bb514f11bfa4f286f7d6ef9d287b98b8831e156ec/jiter-0.11.1-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:252490567a5d990986f83b95a5f1ca1bf205ebd27b3e9e93bb7c2592380e29b9", size = 517972, upload-time = "2025-10-17T11:29:12.174Z" },
{ url = "https://files.pythonhosted.org/packages/4d/88/367ea2eb6bc582c7052e4baf5ddf57ebe5ab924a88e0e09830dfb585c02d/jiter-0.13.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:d2a6394e6af690d462310a86b53c47ad75ac8c21dc79f120714ea449979cb1d3", size = 551325, upload-time = "2026-02-02T12:35:51.104Z" }, { url = "https://files.pythonhosted.org/packages/61/1e/5905a7a3aceab80de13ab226fd690471a5e1ee7e554dc1015e55f1a6b896/jiter-0.11.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:d431d52b0ca2436eea6195f0f48528202100c7deda354cb7aac0a302167594d5", size = 508408, upload-time = "2025-10-17T11:29:13.597Z" },
{ url = "https://files.pythonhosted.org/packages/f3/12/fa377ffb94a2f28c41afaed093e0d70cfe512035d5ecb0cad0ae4792d35e/jiter-0.13.0-cp311-cp311-win32.whl", hash = "sha256:0f0c065695f616a27c920a56ad0d4fc46415ef8b806bf8fc1cacf25002bd24e1", size = 204709, upload-time = "2026-02-02T12:35:52.467Z" }, { url = "https://files.pythonhosted.org/packages/91/12/1c49b97aa49077e136e8591cef7162f0d3e2860ae457a2d35868fd1521ef/jiter-0.11.1-cp311-cp311-win32.whl", hash = "sha256:db6f41e40f8bae20c86cb574b48c4fd9f28ee1c71cb044e9ec12e78ab757ba3a", size = 203937, upload-time = "2025-10-17T11:29:14.894Z" },
{ url = "https://files.pythonhosted.org/packages/cb/16/8e8203ce92f844dfcd3d9d6a5a7322c77077248dbb12da52d23193a839cd/jiter-0.13.0-cp311-cp311-win_amd64.whl", hash = "sha256:0733312953b909688ae3c2d58d043aa040f9f1a6a75693defed7bc2cc4bf2654", size = 204560, upload-time = "2026-02-02T12:35:53.925Z" }, { url = "https://files.pythonhosted.org/packages/6d/9d/2255f7c17134ee9892c7e013c32d5bcf4bce64eb115402c9fe5e727a67eb/jiter-0.11.1-cp311-cp311-win_amd64.whl", hash = "sha256:0cc407b8e6cdff01b06bb80f61225c8b090c3df108ebade5e0c3c10993735b19", size = 207589, upload-time = "2025-10-17T11:29:16.166Z" },
{ url = "https://files.pythonhosted.org/packages/44/26/97cc40663deb17b9e13c3a5cf29251788c271b18ee4d262c8f94798b8336/jiter-0.13.0-cp311-cp311-win_arm64.whl", hash = "sha256:5d9b34ad56761b3bf0fbe8f7e55468704107608512350962d3317ffd7a4382d5", size = 189608, upload-time = "2026-02-02T12:35:55.304Z" }, { url = "https://files.pythonhosted.org/packages/3c/28/6307fc8f95afef84cae6caf5429fee58ef16a582c2ff4db317ceb3e352fa/jiter-0.11.1-cp311-cp311-win_arm64.whl", hash = "sha256:fe04ea475392a91896d1936367854d346724a1045a247e5d1c196410473b8869", size = 188391, upload-time = "2025-10-17T11:29:17.488Z" },
{ url = "https://files.pythonhosted.org/packages/2e/30/7687e4f87086829955013ca12a9233523349767f69653ebc27036313def9/jiter-0.13.0-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:0a2bd69fc1d902e89925fc34d1da51b2128019423d7b339a45d9e99c894e0663", size = 307958, upload-time = "2026-02-02T12:35:57.165Z" }, { url = "https://files.pythonhosted.org/packages/15/8b/318e8af2c904a9d29af91f78c1e18f0592e189bbdb8a462902d31fe20682/jiter-0.11.1-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:c92148eec91052538ce6823dfca9525f5cfc8b622d7f07e9891a280f61b8c96c", size = 305655, upload-time = "2025-10-17T11:29:18.859Z" },
{ url = "https://files.pythonhosted.org/packages/c3/27/e57f9a783246ed95481e6749cc5002a8a767a73177a83c63ea71f0528b90/jiter-0.13.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:f917a04240ef31898182f76a332f508f2cc4b57d2b4d7ad2dbfebbfe167eb505", size = 318597, upload-time = "2026-02-02T12:35:58.591Z" }, { url = "https://files.pythonhosted.org/packages/f7/29/6c7de6b5d6e511d9e736312c0c9bfcee8f9b6bef68182a08b1d78767e627/jiter-0.11.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ecd4da91b5415f183a6be8f7158d127bdd9e6a3174138293c0d48d6ea2f2009d", size = 315645, upload-time = "2025-10-17T11:29:20.889Z" },
{ url = "https://files.pythonhosted.org/packages/cf/52/e5719a60ac5d4d7c5995461a94ad5ef962a37c8bf5b088390e6fad59b2ff/jiter-0.13.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c1e2b199f446d3e82246b4fd9236d7cb502dc2222b18698ba0d986d2fecc6152", size = 348821, upload-time = "2026-02-02T12:36:00.093Z" }, { url = "https://files.pythonhosted.org/packages/ac/5f/ef9e5675511ee0eb7f98dd8c90509e1f7743dbb7c350071acae87b0145f3/jiter-0.11.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d7e3ac25c00b9275684d47aa42febaa90a9958e19fd1726c4ecf755fbe5e553b", size = 348003, upload-time = "2025-10-17T11:29:22.712Z" },
{ url = "https://files.pythonhosted.org/packages/61/db/c1efc32b8ba4c740ab3fc2d037d8753f67685f475e26b9d6536a4322bcdd/jiter-0.13.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:04670992b576fa65bd056dbac0c39fe8bd67681c380cb2b48efa885711d9d726", size = 364163, upload-time = "2026-02-02T12:36:01.937Z" }, { url = "https://files.pythonhosted.org/packages/56/1b/abe8c4021010b0a320d3c62682769b700fb66f92c6db02d1a1381b3db025/jiter-0.11.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:57d7305c0a841858f866cd459cd9303f73883fb5e097257f3d4a3920722c69d4", size = 365122, upload-time = "2025-10-17T11:29:24.408Z" },
{ url = "https://files.pythonhosted.org/packages/55/8a/fb75556236047c8806995671a18e4a0ad646ed255276f51a20f32dceaeec/jiter-0.13.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5a1aff1fbdb803a376d4d22a8f63f8e7ccbce0b4890c26cc7af9e501ab339ef0", size = 483709, upload-time = "2026-02-02T12:36:03.41Z" }, { url = "https://files.pythonhosted.org/packages/2a/2d/4a18013939a4f24432f805fbd5a19893e64650b933edb057cd405275a538/jiter-0.11.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e86fa10e117dce22c547f31dd6d2a9a222707d54853d8de4e9a2279d2c97f239", size = 488360, upload-time = "2025-10-17T11:29:25.724Z" },
{ url = "https://files.pythonhosted.org/packages/7e/16/43512e6ee863875693a8e6f6d532e19d650779d6ba9a81593ae40a9088ff/jiter-0.13.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3b3fb8c2053acaef8580809ac1d1f7481a0a0bdc012fd7f5d8b18fb696a5a089", size = 370480, upload-time = "2026-02-02T12:36:04.791Z" }, { url = "https://files.pythonhosted.org/packages/f0/77/38124f5d02ac4131f0dfbcfd1a19a0fac305fa2c005bc4f9f0736914a1a4/jiter-0.11.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ae5ef1d48aec7e01ee8420155d901bb1d192998fa811a65ebb82c043ee186711", size = 376884, upload-time = "2025-10-17T11:29:27.056Z" },
{ url = "https://files.pythonhosted.org/packages/f8/4c/09b93e30e984a187bc8aaa3510e1ec8dcbdcd71ca05d2f56aac0492453aa/jiter-0.13.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bdaba7d87e66f26a2c45d8cbadcbfc4bf7884182317907baf39cfe9775bb4d93", size = 360735, upload-time = "2026-02-02T12:36:06.994Z" }, { url = "https://files.pythonhosted.org/packages/7b/43/59fdc2f6267959b71dd23ce0bd8d4aeaf55566aa435a5d00f53d53c7eb24/jiter-0.11.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:eb68e7bf65c990531ad8715e57d50195daf7c8e6f1509e617b4e692af1108939", size = 358827, upload-time = "2025-10-17T11:29:28.698Z" },
{ url = "https://files.pythonhosted.org/packages/1a/1b/46c5e349019874ec5dfa508c14c37e29864ea108d376ae26d90bee238cd7/jiter-0.13.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:7b88d649135aca526da172e48083da915ec086b54e8e73a425ba50999468cc08", size = 391814, upload-time = "2026-02-02T12:36:08.368Z" }, { url = "https://files.pythonhosted.org/packages/7d/d0/b3cc20ff5340775ea3bbaa0d665518eddecd4266ba7244c9cb480c0c82ec/jiter-0.11.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:43b30c8154ded5845fa454ef954ee67bfccce629b2dea7d01f795b42bc2bda54", size = 385171, upload-time = "2025-10-17T11:29:30.078Z" },
{ url = "https://files.pythonhosted.org/packages/15/9e/26184760e85baee7162ad37b7912797d2077718476bf91517641c92b3639/jiter-0.13.0-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:e404ea551d35438013c64b4f357b0474c7abf9f781c06d44fcaf7a14c69ff9e2", size = 513990, upload-time = "2026-02-02T12:36:09.993Z" }, { url = "https://files.pythonhosted.org/packages/d2/bc/94dd1f3a61f4dc236f787a097360ec061ceeebebf4ea120b924d91391b10/jiter-0.11.1-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:586cafbd9dd1f3ce6a22b4a085eaa6be578e47ba9b18e198d4333e598a91db2d", size = 518359, upload-time = "2025-10-17T11:29:31.464Z" },
{ url = "https://files.pythonhosted.org/packages/e9/34/2c9355247d6debad57a0a15e76ab1566ab799388042743656e566b3b7de1/jiter-0.13.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:1f4748aad1b4a93c8bdd70f604d0f748cdc0e8744c5547798acfa52f10e79228", size = 548021, upload-time = "2026-02-02T12:36:11.376Z" }, { url = "https://files.pythonhosted.org/packages/7e/8c/12ee132bd67e25c75f542c227f5762491b9a316b0dad8e929c95076f773c/jiter-0.11.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:677cc2517d437a83bb30019fd4cf7cad74b465914c56ecac3440d597ac135250", size = 509205, upload-time = "2025-10-17T11:29:32.895Z" },
{ url = "https://files.pythonhosted.org/packages/ac/4a/9f2c23255d04a834398b9c2e0e665382116911dc4d06b795710503cdad25/jiter-0.13.0-cp312-cp312-win32.whl", hash = "sha256:0bf670e3b1445fc4d31612199f1744f67f889ee1bbae703c4b54dc097e5dd394", size = 203024, upload-time = "2026-02-02T12:36:12.682Z" }, { url = "https://files.pythonhosted.org/packages/39/d5/9de848928ce341d463c7e7273fce90ea6d0ea4343cd761f451860fa16b59/jiter-0.11.1-cp312-cp312-win32.whl", hash = "sha256:fa992af648fcee2b850a3286a35f62bbbaeddbb6dbda19a00d8fbc846a947b6e", size = 205448, upload-time = "2025-10-17T11:29:34.217Z" },
{ url = "https://files.pythonhosted.org/packages/09/ee/f0ae675a957ae5a8f160be3e87acea6b11dc7b89f6b7ab057e77b2d2b13a/jiter-0.13.0-cp312-cp312-win_amd64.whl", hash = "sha256:15db60e121e11fe186c0b15236bd5d18381b9ddacdcf4e659feb96fc6c969c92", size = 205424, upload-time = "2026-02-02T12:36:13.93Z" }, { url = "https://files.pythonhosted.org/packages/ee/b0/8002d78637e05009f5e3fb5288f9d57d65715c33b5d6aa20fd57670feef5/jiter-0.11.1-cp312-cp312-win_amd64.whl", hash = "sha256:88b5cae9fa51efeb3d4bd4e52bfd4c85ccc9cac44282e2a9640893a042ba4d87", size = 204285, upload-time = "2025-10-17T11:29:35.446Z" },
{ url = "https://files.pythonhosted.org/packages/1b/02/ae611edf913d3cbf02c97cdb90374af2082c48d7190d74c1111dde08bcdd/jiter-0.13.0-cp312-cp312-win_arm64.whl", hash = "sha256:41f92313d17989102f3cb5dd533a02787cdb99454d494344b0361355da52fcb9", size = 186818, upload-time = "2026-02-02T12:36:15.308Z" }, { url = "https://files.pythonhosted.org/packages/9f/a2/bb24d5587e4dff17ff796716542f663deee337358006a80c8af43ddc11e5/jiter-0.11.1-cp312-cp312-win_arm64.whl", hash = "sha256:9a6cae1ab335551917f882f2c3c1efe7617b71b4c02381e4382a8fc80a02588c", size = 188712, upload-time = "2025-10-17T11:29:37.027Z" },
{ url = "https://files.pythonhosted.org/packages/91/9c/7ee5a6ff4b9991e1a45263bfc46731634c4a2bde27dfda6c8251df2d958c/jiter-0.13.0-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:1f8a55b848cbabf97d861495cd65f1e5c590246fabca8b48e1747c4dfc8f85bf", size = 306897, upload-time = "2026-02-02T12:36:16.748Z" }, { url = "https://files.pythonhosted.org/packages/7c/4b/e4dd3c76424fad02a601d570f4f2a8438daea47ba081201a721a903d3f4c/jiter-0.11.1-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:71b6a920a5550f057d49d0e8bcc60945a8da998019e83f01adf110e226267663", size = 305272, upload-time = "2025-10-17T11:29:39.249Z" },
{ url = "https://files.pythonhosted.org/packages/7c/02/be5b870d1d2be5dd6a91bdfb90f248fbb7dcbd21338f092c6b89817c3dbf/jiter-0.13.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:f556aa591c00f2c45eb1b89f68f52441a016034d18b65da60e2d2875bbbf344a", size = 317507, upload-time = "2026-02-02T12:36:18.351Z" }, { url = "https://files.pythonhosted.org/packages/67/83/2cd3ad5364191130f4de80eacc907f693723beaab11a46c7d155b07a092c/jiter-0.11.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:0b3de72e925388453a5171be83379549300db01284f04d2a6f244d1d8de36f94", size = 314038, upload-time = "2025-10-17T11:29:40.563Z" },
{ url = "https://files.pythonhosted.org/packages/da/92/b25d2ec333615f5f284f3a4024f7ce68cfa0604c322c6808b2344c7f5d2b/jiter-0.13.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f7e1d61da332ec412350463891923f960c3073cf1aae93b538f0bb4c8cd46efb", size = 350560, upload-time = "2026-02-02T12:36:19.746Z" }, { url = "https://files.pythonhosted.org/packages/d3/3c/8e67d9ba524e97d2f04c8f406f8769a23205026b13b0938d16646d6e2d3e/jiter-0.11.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cc19dd65a2bd3d9c044c5b4ebf657ca1e6003a97c0fc10f555aa4f7fb9821c00", size = 345977, upload-time = "2025-10-17T11:29:42.009Z" },
{ url = "https://files.pythonhosted.org/packages/be/ec/74dcb99fef0aca9fbe56b303bf79f6bd839010cb18ad41000bf6cc71eec0/jiter-0.13.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:3097d665a27bc96fd9bbf7f86178037db139f319f785e4757ce7ccbf390db6c2", size = 363232, upload-time = "2026-02-02T12:36:21.243Z" }, { url = "https://files.pythonhosted.org/packages/8d/a5/489ce64d992c29bccbffabb13961bbb0435e890d7f2d266d1f3df5e917d2/jiter-0.11.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d58faaa936743cd1464540562f60b7ce4fd927e695e8bc31b3da5b914baa9abd", size = 364503, upload-time = "2025-10-17T11:29:43.459Z" },
{ url = "https://files.pythonhosted.org/packages/1b/37/f17375e0bb2f6a812d4dd92d7616e41917f740f3e71343627da9db2824ce/jiter-0.13.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9d01ecc3a8cbdb6f25a37bd500510550b64ddf9f7d64a107d92f3ccb25035d0f", size = 483727, upload-time = "2026-02-02T12:36:22.688Z" }, { url = "https://files.pythonhosted.org/packages/d4/c0/e321dd83ee231d05c8fe4b1a12caf1f0e8c7a949bf4724d58397104f10f2/jiter-0.11.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:902640c3103625317291cb73773413b4d71847cdf9383ba65528745ff89f1d14", size = 487092, upload-time = "2025-10-17T11:29:44.835Z" },
{ url = "https://files.pythonhosted.org/packages/77/d2/a71160a5ae1a1e66c1395b37ef77da67513b0adba73b993a27fbe47eb048/jiter-0.13.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ed9bbc30f5d60a3bdf63ae76beb3f9db280d7f195dfcfa61af792d6ce912d159", size = 370799, upload-time = "2026-02-02T12:36:24.106Z" }, { url = "https://files.pythonhosted.org/packages/f9/5e/8f24ec49c8d37bd37f34ec0112e0b1a3b4b5a7b456c8efff1df5e189ad43/jiter-0.11.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:30405f726e4c2ed487b176c09f8b877a957f535d60c1bf194abb8dadedb5836f", size = 376328, upload-time = "2025-10-17T11:29:46.175Z" },
{ url = "https://files.pythonhosted.org/packages/01/99/ed5e478ff0eb4e8aa5fd998f9d69603c9fd3f32de3bd16c2b1194f68361c/jiter-0.13.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:98fbafb6e88256f4454de33c1f40203d09fc33ed19162a68b3b257b29ca7f663", size = 359120, upload-time = "2026-02-02T12:36:25.519Z" }, { url = "https://files.pythonhosted.org/packages/7f/70/ded107620e809327cf7050727e17ccfa79d6385a771b7fe38fb31318ef00/jiter-0.11.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3217f61728b0baadd2551844870f65219ac4a1285d5e1a4abddff3d51fdabe96", size = 356632, upload-time = "2025-10-17T11:29:47.454Z" },
{ url = "https://files.pythonhosted.org/packages/16/be/7ffd08203277a813f732ba897352797fa9493faf8dc7995b31f3d9cb9488/jiter-0.13.0-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:5467696f6b827f1116556cb0db620440380434591e93ecee7fd14d1a491b6daa", size = 390664, upload-time = "2026-02-02T12:36:26.866Z" }, { url = "https://files.pythonhosted.org/packages/19/53/c26f7251613f6a9079275ee43c89b8a973a95ff27532c421abc2a87afb04/jiter-0.11.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:b1364cc90c03a8196f35f396f84029f12abe925415049204446db86598c8b72c", size = 384358, upload-time = "2025-10-17T11:29:49.377Z" },
{ url = "https://files.pythonhosted.org/packages/d1/84/e0787856196d6d346264d6dcccb01f741e5f0bd014c1d9a2ebe149caf4f3/jiter-0.13.0-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:2d08c9475d48b92892583df9da592a0e2ac49bcd41fae1fec4f39ba6cf107820", size = 513543, upload-time = "2026-02-02T12:36:28.217Z" }, { url = "https://files.pythonhosted.org/packages/84/16/e0f2cc61e9c4d0b62f6c1bd9b9781d878a427656f88293e2a5335fa8ff07/jiter-0.11.1-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:53a54bf8e873820ab186b2dca9f6c3303f00d65ae5e7b7d6bda1b95aa472d646", size = 517279, upload-time = "2025-10-17T11:29:50.968Z" },
{ url = "https://files.pythonhosted.org/packages/65/50/ecbd258181c4313cf79bca6c88fb63207d04d5bf5e4f65174114d072aa55/jiter-0.13.0-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:aed40e099404721d7fcaf5b89bd3b4568a4666358bcac7b6b15c09fb6252ab68", size = 547262, upload-time = "2026-02-02T12:36:29.678Z" }, { url = "https://files.pythonhosted.org/packages/60/5c/4cd095eaee68961bca3081acbe7c89e12ae24a5dae5fd5d2a13e01ed2542/jiter-0.11.1-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:7e29aca023627b0e0c2392d4248f6414d566ff3974fa08ff2ac8dbb96dfee92a", size = 508276, upload-time = "2025-10-17T11:29:52.619Z" },
{ url = "https://files.pythonhosted.org/packages/27/da/68f38d12e7111d2016cd198161b36e1f042bd115c169255bcb7ec823a3bf/jiter-0.13.0-cp313-cp313-win32.whl", hash = "sha256:36ebfbcffafb146d0e6ffb3e74d51e03d9c35ce7c625c8066cdbfc7b953bdc72", size = 200630, upload-time = "2026-02-02T12:36:31.808Z" }, { url = "https://files.pythonhosted.org/packages/4f/25/f459240e69b0e09a7706d96ce203ad615ca36b0fe832308d2b7123abf2d0/jiter-0.11.1-cp313-cp313-win32.whl", hash = "sha256:f153e31d8bca11363751e875c0a70b3d25160ecbaee7b51e457f14498fb39d8b", size = 205593, upload-time = "2025-10-17T11:29:53.938Z" },
{ url = "https://files.pythonhosted.org/packages/25/65/3bd1a972c9a08ecd22eb3b08a95d1941ebe6938aea620c246cf426ae09c2/jiter-0.13.0-cp313-cp313-win_amd64.whl", hash = "sha256:8d76029f077379374cf0dbc78dbe45b38dec4a2eb78b08b5194ce836b2517afc", size = 202602, upload-time = "2026-02-02T12:36:33.679Z" }, { url = "https://files.pythonhosted.org/packages/7c/16/461bafe22bae79bab74e217a09c907481a46d520c36b7b9fe71ee8c9e983/jiter-0.11.1-cp313-cp313-win_amd64.whl", hash = "sha256:f773f84080b667c69c4ea0403fc67bb08b07e2b7ce1ef335dea5868451e60fed", size = 203518, upload-time = "2025-10-17T11:29:55.216Z" },
{ url = "https://files.pythonhosted.org/packages/15/fe/13bd3678a311aa67686bb303654792c48206a112068f8b0b21426eb6851e/jiter-0.13.0-cp313-cp313-win_arm64.whl", hash = "sha256:bb7613e1a427cfcb6ea4544f9ac566b93d5bf67e0d48c787eca673ff9c9dff2b", size = 185939, upload-time = "2026-02-02T12:36:35.065Z" }, { url = "https://files.pythonhosted.org/packages/7b/72/c45de6e320edb4fa165b7b1a414193b3cae302dd82da2169d315dcc78b44/jiter-0.11.1-cp313-cp313-win_arm64.whl", hash = "sha256:635ecd45c04e4c340d2187bcb1cea204c7cc9d32c1364d251564bf42e0e39c2d", size = 188062, upload-time = "2025-10-17T11:29:56.631Z" },
{ url = "https://files.pythonhosted.org/packages/49/19/a929ec002ad3228bc97ca01dbb14f7632fffdc84a95ec92ceaf4145688ae/jiter-0.13.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:fa476ab5dd49f3bf3a168e05f89358c75a17608dbabb080ef65f96b27c19ab10", size = 316616, upload-time = "2026-02-02T12:36:36.579Z" }, { url = "https://files.pythonhosted.org/packages/65/9b/4a57922437ca8753ef823f434c2dec5028b237d84fa320f06a3ba1aec6e8/jiter-0.11.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:d892b184da4d94d94ddb4031296931c74ec8b325513a541ebfd6dfb9ae89904b", size = 313814, upload-time = "2025-10-17T11:29:58.509Z" },
{ url = "https://files.pythonhosted.org/packages/52/56/d19a9a194afa37c1728831e5fb81b7722c3de18a3109e8f282bfc23e587a/jiter-0.13.0-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ade8cb6ff5632a62b7dbd4757d8c5573f7a2e9ae285d6b5b841707d8363205ef", size = 346850, upload-time = "2026-02-02T12:36:38.058Z" }, { url = "https://files.pythonhosted.org/packages/76/50/62a0683dadca25490a4bedc6a88d59de9af2a3406dd5a576009a73a1d392/jiter-0.11.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:aa22c223a3041dacb2fcd37c70dfd648b44662b4a48e242592f95bda5ab09d58", size = 344987, upload-time = "2025-10-17T11:30:00.208Z" },
{ url = "https://files.pythonhosted.org/packages/36/4a/94e831c6bf287754a8a019cb966ed39ff8be6ab78cadecf08df3bb02d505/jiter-0.13.0-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9950290340acc1adaded363edd94baebcee7dabdfa8bee4790794cd5cfad2af6", size = 358551, upload-time = "2026-02-02T12:36:39.417Z" }, { url = "https://files.pythonhosted.org/packages/da/00/2355dbfcbf6cdeaddfdca18287f0f38ae49446bb6378e4a5971e9356fc8a/jiter-0.11.1-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:330e8e6a11ad4980cd66a0f4a3e0e2e0f646c911ce047014f984841924729789", size = 356399, upload-time = "2025-10-17T11:30:02.084Z" },
{ url = "https://files.pythonhosted.org/packages/a2/ec/a4c72c822695fa80e55d2b4142b73f0012035d9fcf90eccc56bc060db37c/jiter-0.13.0-cp313-cp313t-win_amd64.whl", hash = "sha256:2b4972c6df33731aac0742b64fd0d18e0a69bc7d6e03108ce7d40c85fd9e3e6d", size = 201950, upload-time = "2026-02-02T12:36:40.791Z" }, { url = "https://files.pythonhosted.org/packages/c9/07/c2bd748d578fa933d894a55bff33f983bc27f75fc4e491b354bef7b78012/jiter-0.11.1-cp313-cp313t-win_amd64.whl", hash = "sha256:09e2e386ebf298547ca3a3704b729471f7ec666c2906c5c26c1a915ea24741ec", size = 203289, upload-time = "2025-10-17T11:30:03.656Z" },
{ url = "https://files.pythonhosted.org/packages/b6/00/393553ec27b824fbc29047e9c7cd4a3951d7fbe4a76743f17e44034fa4e4/jiter-0.13.0-cp313-cp313t-win_arm64.whl", hash = "sha256:701a1e77d1e593c1b435315ff625fd071f0998c5f02792038a5ca98899261b7d", size = 185852, upload-time = "2026-02-02T12:36:42.077Z" }, { url = "https://files.pythonhosted.org/packages/e6/ee/ace64a853a1acbd318eb0ca167bad1cf5ee037207504b83a868a5849747b/jiter-0.11.1-cp313-cp313t-win_arm64.whl", hash = "sha256:fe4a431c291157e11cee7c34627990ea75e8d153894365a3bc84b7a959d23ca8", size = 188284, upload-time = "2025-10-17T11:30:05.046Z" },
{ url = "https://files.pythonhosted.org/packages/6e/f5/f1997e987211f6f9bd71b8083047b316208b4aca0b529bb5f8c96c89ef3e/jiter-0.13.0-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:cc5223ab19fe25e2f0bf2643204ad7318896fe3729bf12fde41b77bfc4fafff0", size = 308804, upload-time = "2026-02-02T12:36:43.496Z" }, { url = "https://files.pythonhosted.org/packages/8d/00/d6006d069e7b076e4c66af90656b63da9481954f290d5eca8c715f4bf125/jiter-0.11.1-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:0fa1f70da7a8a9713ff8e5f75ec3f90c0c870be6d526aa95e7c906f6a1c8c676", size = 304624, upload-time = "2025-10-17T11:30:06.678Z" },
{ url = "https://files.pythonhosted.org/packages/cd/8f/5482a7677731fd44881f0204981ce2d7175db271f82cba2085dd2212e095/jiter-0.13.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:9776ebe51713acf438fd9b4405fcd86893ae5d03487546dae7f34993217f8a91", size = 318787, upload-time = "2026-02-02T12:36:45.071Z" }, { url = "https://files.pythonhosted.org/packages/fc/45/4a0e31eb996b9ccfddbae4d3017b46f358a599ccf2e19fbffa5e531bd304/jiter-0.11.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:569ee559e5046a42feb6828c55307cf20fe43308e3ae0d8e9e4f8d8634d99944", size = 315042, upload-time = "2025-10-17T11:30:08.87Z" },
{ url = "https://files.pythonhosted.org/packages/f3/b9/7257ac59778f1cd025b26a23c5520a36a424f7f1b068f2442a5b499b7464/jiter-0.13.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:879e768938e7b49b5e90b7e3fecc0dbec01b8cb89595861fb39a8967c5220d09", size = 353880, upload-time = "2026-02-02T12:36:47.365Z" }, { url = "https://files.pythonhosted.org/packages/e7/91/22f5746f5159a28c76acdc0778801f3c1181799aab196dbea2d29e064968/jiter-0.11.1-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f69955fa1d92e81987f092b233f0be49d4c937da107b7f7dcf56306f1d3fcce9", size = 346357, upload-time = "2025-10-17T11:30:10.222Z" },
{ url = "https://files.pythonhosted.org/packages/c3/87/719eec4a3f0841dad99e3d3604ee4cba36af4419a76f3cb0b8e2e691ad67/jiter-0.13.0-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:682161a67adea11e3aae9038c06c8b4a9a71023228767477d683f69903ebc607", size = 366702, upload-time = "2026-02-02T12:36:48.871Z" }, { url = "https://files.pythonhosted.org/packages/f5/4f/57620857d4e1dc75c8ff4856c90cb6c135e61bff9b4ebfb5dc86814e82d7/jiter-0.11.1-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:090f4c9d4a825e0fcbd0a2647c9a88a0f366b75654d982d95a9590745ff0c48d", size = 365057, upload-time = "2025-10-17T11:30:11.585Z" },
{ url = "https://files.pythonhosted.org/packages/d2/65/415f0a75cf6921e43365a1bc227c565cb949caca8b7532776e430cbaa530/jiter-0.13.0-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a13b68cd1cd8cc9de8f244ebae18ccb3e4067ad205220ef324c39181e23bbf66", size = 486319, upload-time = "2026-02-02T12:36:53.006Z" }, { url = "https://files.pythonhosted.org/packages/ce/34/caf7f9cc8ae0a5bb25a5440cc76c7452d264d1b36701b90fdadd28fe08ec/jiter-0.11.1-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:bbf3d8cedf9e9d825233e0dcac28ff15c47b7c5512fdfe2e25fd5bbb6e6b0cee", size = 487086, upload-time = "2025-10-17T11:30:13.052Z" },
{ url = "https://files.pythonhosted.org/packages/54/a2/9e12b48e82c6bbc6081fd81abf915e1443add1b13d8fc586e1d90bb02bb8/jiter-0.13.0-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:87ce0f14c6c08892b610686ae8be350bf368467b6acd5085a5b65441e2bf36d2", size = 372289, upload-time = "2026-02-02T12:36:54.593Z" }, { url = "https://files.pythonhosted.org/packages/50/17/85b5857c329d533d433fedf98804ebec696004a1f88cabad202b2ddc55cf/jiter-0.11.1-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2aa9b1958f9c30d3d1a558b75f0626733c60eb9b7774a86b34d88060be1e67fe", size = 376083, upload-time = "2025-10-17T11:30:14.416Z" },
{ url = "https://files.pythonhosted.org/packages/4e/c1/e4693f107a1789a239c759a432e9afc592366f04e901470c2af89cfd28e1/jiter-0.13.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0c365005b05505a90d1c47856420980d0237adf82f70c4aff7aebd3c1cc143ad", size = 360165, upload-time = "2026-02-02T12:36:56.112Z" }, { url = "https://files.pythonhosted.org/packages/85/d3/2d9f973f828226e6faebdef034097a2918077ea776fb4d88489949024787/jiter-0.11.1-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e42d1ca16590b768c5e7d723055acd2633908baacb3628dd430842e2e035aa90", size = 357825, upload-time = "2025-10-17T11:30:15.765Z" },
{ url = "https://files.pythonhosted.org/packages/17/08/91b9ea976c1c758240614bd88442681a87672eebc3d9a6dde476874e706b/jiter-0.13.0-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:1317fdffd16f5873e46ce27d0e0f7f4f90f0cdf1d86bf6abeaea9f63ca2c401d", size = 389634, upload-time = "2026-02-02T12:36:57.495Z" }, { url = "https://files.pythonhosted.org/packages/f4/55/848d4dabf2c2c236a05468c315c2cb9dc736c5915e65449ccecdba22fb6f/jiter-0.11.1-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:5db4c2486a023820b701a17aec9c5a6173c5ba4393f26662f032f2de9c848b0f", size = 383933, upload-time = "2025-10-17T11:30:17.34Z" },
{ url = "https://files.pythonhosted.org/packages/18/23/58325ef99390d6d40427ed6005bf1ad54f2577866594bcf13ce55675f87d/jiter-0.13.0-cp314-cp314-musllinux_1_1_aarch64.whl", hash = "sha256:c05b450d37ba0c9e21c77fef1f205f56bcee2330bddca68d344baebfc55ae0df", size = 514933, upload-time = "2026-02-02T12:36:58.909Z" }, { url = "https://files.pythonhosted.org/packages/0b/6c/204c95a4fbb0e26dfa7776c8ef4a878d0c0b215868011cc904bf44f707e2/jiter-0.11.1-cp314-cp314-musllinux_1_1_aarch64.whl", hash = "sha256:4573b78777ccfac954859a6eff45cbd9d281d80c8af049d0f1a3d9fc323d5c3a", size = 517118, upload-time = "2025-10-17T11:30:18.684Z" },
{ url = "https://files.pythonhosted.org/packages/5b/25/69f1120c7c395fd276c3996bb8adefa9c6b84c12bb7111e5c6ccdcd8526d/jiter-0.13.0-cp314-cp314-musllinux_1_1_x86_64.whl", hash = "sha256:775e10de3849d0631a97c603f996f518159272db00fdda0a780f81752255ee9d", size = 548842, upload-time = "2026-02-02T12:37:00.433Z" }, { url = "https://files.pythonhosted.org/packages/88/25/09956644ea5a2b1e7a2a0f665cb69a973b28f4621fa61fc0c0f06ff40a31/jiter-0.11.1-cp314-cp314-musllinux_1_1_x86_64.whl", hash = "sha256:7593ac6f40831d7961cb67633c39b9fef6689a211d7919e958f45710504f52d3", size = 508194, upload-time = "2025-10-17T11:30:20.719Z" },
{ url = "https://files.pythonhosted.org/packages/18/05/981c9669d86850c5fbb0d9e62bba144787f9fba84546ba43d624ee27ef29/jiter-0.13.0-cp314-cp314-win32.whl", hash = "sha256:632bf7c1d28421c00dd8bbb8a3bac5663e1f57d5cd5ed962bce3c73bf62608e6", size = 202108, upload-time = "2026-02-02T12:37:01.718Z" }, { url = "https://files.pythonhosted.org/packages/09/49/4d1657355d7f5c9e783083a03a3f07d5858efa6916a7d9634d07db1c23bd/jiter-0.11.1-cp314-cp314-win32.whl", hash = "sha256:87202ec6ff9626ff5f9351507def98fcf0df60e9a146308e8ab221432228f4ea", size = 203961, upload-time = "2025-10-17T11:30:22.073Z" },
{ url = "https://files.pythonhosted.org/packages/8d/96/cdcf54dd0b0341db7d25413229888a346c7130bd20820530905fdb65727b/jiter-0.13.0-cp314-cp314-win_amd64.whl", hash = "sha256:f22ef501c3f87ede88f23f9b11e608581c14f04db59b6a801f354397ae13739f", size = 204027, upload-time = "2026-02-02T12:37:03.075Z" }, { url = "https://files.pythonhosted.org/packages/76/bd/f063bd5cc2712e7ca3cf6beda50894418fc0cfeb3f6ff45a12d87af25996/jiter-0.11.1-cp314-cp314-win_amd64.whl", hash = "sha256:a5dd268f6531a182c89d0dd9a3f8848e86e92dfff4201b77a18e6b98aa59798c", size = 202804, upload-time = "2025-10-17T11:30:23.452Z" },
{ url = "https://files.pythonhosted.org/packages/fb/f9/724bcaaab7a3cd727031fe4f6995cb86c4bd344909177c186699c8dec51a/jiter-0.13.0-cp314-cp314-win_arm64.whl", hash = "sha256:07b75fe09a4ee8e0c606200622e571e44943f47254f95e2436c8bdcaceb36d7d", size = 187199, upload-time = "2026-02-02T12:37:04.414Z" }, { url = "https://files.pythonhosted.org/packages/52/ca/4d84193dfafef1020bf0bedd5e1a8d0e89cb67c54b8519040effc694964b/jiter-0.11.1-cp314-cp314-win_arm64.whl", hash = "sha256:5d761f863f912a44748a21b5c4979c04252588ded8d1d2760976d2e42cd8d991", size = 188001, upload-time = "2025-10-17T11:30:24.915Z" },
{ url = "https://files.pythonhosted.org/packages/62/92/1661d8b9fd6a3d7a2d89831db26fe3c1509a287d83ad7838831c7b7a5c7e/jiter-0.13.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:964538479359059a35fb400e769295d4b315ae61e4105396d355a12f7fef09f0", size = 318423, upload-time = "2026-02-02T12:37:05.806Z" }, { url = "https://files.pythonhosted.org/packages/d5/fa/3b05e5c9d32efc770a8510eeb0b071c42ae93a5b576fd91cee9af91689a1/jiter-0.11.1-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:2cc5a3965285ddc33e0cab933e96b640bc9ba5940cea27ebbbf6695e72d6511c", size = 312561, upload-time = "2025-10-17T11:30:26.742Z" },
{ url = "https://files.pythonhosted.org/packages/4f/3b/f77d342a54d4ebcd128e520fc58ec2f5b30a423b0fd26acdfc0c6fef8e26/jiter-0.13.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e104da1db1c0991b3eaed391ccd650ae8d947eab1480c733e5a3fb28d4313e40", size = 351438, upload-time = "2026-02-02T12:37:07.189Z" }, { url = "https://files.pythonhosted.org/packages/50/d3/335822eb216154ddb79a130cbdce88fdf5c3e2b43dc5dba1fd95c485aaf5/jiter-0.11.1-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6b572b3636a784c2768b2342f36a23078c8d3aa6d8a30745398b1bab58a6f1a8", size = 344551, upload-time = "2025-10-17T11:30:28.252Z" },
{ url = "https://files.pythonhosted.org/packages/76/b3/ba9a69f0e4209bd3331470c723c2f5509e6f0482e416b612431a5061ed71/jiter-0.13.0-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:0e3a5f0cde8ff433b8e88e41aa40131455420fb3649a3c7abdda6145f8cb7202", size = 364774, upload-time = "2026-02-02T12:37:08.579Z" }, { url = "https://files.pythonhosted.org/packages/31/6d/a0bed13676b1398f9b3ba61f32569f20a3ff270291161100956a577b2dd3/jiter-0.11.1-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ad93e3d67a981f96596d65d2298fe8d1aa649deb5374a2fb6a434410ee11915e", size = 363051, upload-time = "2025-10-17T11:30:30.009Z" },
{ url = "https://files.pythonhosted.org/packages/b3/16/6cdb31fa342932602458dbb631bfbd47f601e03d2e4950740e0b2100b570/jiter-0.13.0-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:57aab48f40be1db920a582b30b116fe2435d184f77f0e4226f546794cedd9cf0", size = 487238, upload-time = "2026-02-02T12:37:10.066Z" }, { url = "https://files.pythonhosted.org/packages/a4/03/313eda04aa08545a5a04ed5876e52f49ab76a4d98e54578896ca3e16313e/jiter-0.11.1-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a83097ce379e202dcc3fe3fc71a16d523d1ee9192c8e4e854158f96b3efe3f2f", size = 485897, upload-time = "2025-10-17T11:30:31.429Z" },
{ url = "https://files.pythonhosted.org/packages/ed/b1/956cc7abaca8d95c13aa8d6c9b3f3797241c246cd6e792934cc4c8b250d2/jiter-0.13.0-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7772115877c53f62beeb8fd853cab692dbc04374ef623b30f997959a4c0e7e95", size = 372892, upload-time = "2026-02-02T12:37:11.656Z" }, { url = "https://files.pythonhosted.org/packages/5f/13/a1011b9d325e40b53b1b96a17c010b8646013417f3902f97a86325b19299/jiter-0.11.1-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7042c51e7fbeca65631eb0c332f90c0c082eab04334e7ccc28a8588e8e2804d9", size = 375224, upload-time = "2025-10-17T11:30:33.18Z" },
{ url = "https://files.pythonhosted.org/packages/26/c4/97ecde8b1e74f67b8598c57c6fccf6df86ea7861ed29da84629cdbba76c4/jiter-0.13.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1211427574b17b633cfceba5040de8081e5abf114f7a7602f73d2e16f9fdaa59", size = 360309, upload-time = "2026-02-02T12:37:13.244Z" }, { url = "https://files.pythonhosted.org/packages/92/da/1b45026b19dd39b419e917165ff0ea629dbb95f374a3a13d2df95e40a6ac/jiter-0.11.1-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0a68d679c0e47649a61df591660507608adc2652442de7ec8276538ac46abe08", size = 356606, upload-time = "2025-10-17T11:30:34.572Z" },
{ url = "https://files.pythonhosted.org/packages/4b/d7/eabe3cf46715854ccc80be2cd78dd4c36aedeb30751dbf85a1d08c14373c/jiter-0.13.0-cp314-cp314t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:7beae3a3d3b5212d3a55d2961db3c292e02e302feb43fce6a3f7a31b90ea6dfe", size = 389607, upload-time = "2026-02-02T12:37:14.881Z" }, { url = "https://files.pythonhosted.org/packages/7a/0c/9acb0e54d6a8ba59ce923a180ebe824b4e00e80e56cefde86cc8e0a948be/jiter-0.11.1-cp314-cp314t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:a1b0da75dbf4b6ec0b3c9e604d1ee8beaf15bc046fff7180f7d89e3cdbd3bb51", size = 384003, upload-time = "2025-10-17T11:30:35.987Z" },
{ url = "https://files.pythonhosted.org/packages/df/2d/03963fc0804e6109b82decfb9974eb92df3797fe7222428cae12f8ccaa0c/jiter-0.13.0-cp314-cp314t-musllinux_1_1_aarch64.whl", hash = "sha256:e5562a0f0e90a6223b704163ea28e831bd3a9faa3512a711f031611e6b06c939", size = 514986, upload-time = "2026-02-02T12:37:16.326Z" }, { url = "https://files.pythonhosted.org/packages/3f/2b/e5a5fe09d6da2145e4eed651e2ce37f3c0cf8016e48b1d302e21fb1628b7/jiter-0.11.1-cp314-cp314t-musllinux_1_1_aarch64.whl", hash = "sha256:69dd514bf0fa31c62147d6002e5ca2b3e7ef5894f5ac6f0a19752385f4e89437", size = 516946, upload-time = "2025-10-17T11:30:37.425Z" },
{ url = "https://files.pythonhosted.org/packages/f6/6c/8c83b45eb3eb1c1e18d841fe30b4b5bc5619d781267ca9bc03e005d8fd0a/jiter-0.13.0-cp314-cp314t-musllinux_1_1_x86_64.whl", hash = "sha256:6c26a424569a59140fb51160a56df13f438a2b0967365e987889186d5fc2f6f9", size = 548756, upload-time = "2026-02-02T12:37:17.736Z" }, { url = "https://files.pythonhosted.org/packages/5f/fe/db936e16e0228d48eb81f9934e8327e9fde5185e84f02174fcd22a01be87/jiter-0.11.1-cp314-cp314t-musllinux_1_1_x86_64.whl", hash = "sha256:bb31ac0b339efa24c0ca606febd8b77ef11c58d09af1b5f2be4c99e907b11111", size = 507614, upload-time = "2025-10-17T11:30:38.977Z" },
{ url = "https://files.pythonhosted.org/packages/47/66/eea81dfff765ed66c68fd2ed8c96245109e13c896c2a5015c7839c92367e/jiter-0.13.0-cp314-cp314t-win32.whl", hash = "sha256:24dc96eca9f84da4131cdf87a95e6ce36765c3b156fc9ae33280873b1c32d5f6", size = 201196, upload-time = "2026-02-02T12:37:19.101Z" }, { url = "https://files.pythonhosted.org/packages/86/db/c4438e8febfb303486d13c6b72f5eb71cf851e300a0c1f0b4140018dd31f/jiter-0.11.1-cp314-cp314t-win32.whl", hash = "sha256:b2ce0d6156a1d3ad41da3eec63b17e03e296b78b0e0da660876fccfada86d2f7", size = 204043, upload-time = "2025-10-17T11:30:40.308Z" },
{ url = "https://files.pythonhosted.org/packages/ff/32/4ac9c7a76402f8f00d00842a7f6b83b284d0cf7c1e9d4227bc95aa6d17fa/jiter-0.13.0-cp314-cp314t-win_amd64.whl", hash = "sha256:0a8d76c7524087272c8ae913f5d9d608bd839154b62c4322ef65723d2e5bb0b8", size = 204215, upload-time = "2026-02-02T12:37:20.495Z" }, { url = "https://files.pythonhosted.org/packages/36/59/81badb169212f30f47f817dfaabf965bc9b8204fed906fab58104ee541f9/jiter-0.11.1-cp314-cp314t-win_amd64.whl", hash = "sha256:f4db07d127b54c4a2d43b4cf05ff0193e4f73e0dd90c74037e16df0b29f666e1", size = 204046, upload-time = "2025-10-17T11:30:41.692Z" },
{ url = "https://files.pythonhosted.org/packages/f9/8e/7def204fea9f9be8b3c21a6f2dd6c020cf56c7d5ff753e0e23ed7f9ea57e/jiter-0.13.0-cp314-cp314t-win_arm64.whl", hash = "sha256:2c26cf47e2cad140fa23b6d58d435a7c0161f5c514284802f25e87fddfe11024", size = 187152, upload-time = "2026-02-02T12:37:22.124Z" }, { url = "https://files.pythonhosted.org/packages/dd/01/43f7b4eb61db3e565574c4c5714685d042fb652f9eef7e5a3de6aafa943a/jiter-0.11.1-cp314-cp314t-win_arm64.whl", hash = "sha256:28e4fdf2d7ebfc935523e50d1efa3970043cfaa161674fe66f9642409d001dfe", size = 188069, upload-time = "2025-10-17T11:30:43.23Z" },
{ url = "https://files.pythonhosted.org/packages/79/b3/3c29819a27178d0e461a8571fb63c6ae38be6dc36b78b3ec2876bbd6a910/jiter-0.13.0-graalpy311-graalpy242_311_native-macosx_10_12_x86_64.whl", hash = "sha256:b1cbfa133241d0e6bdab48dcdc2604e8ba81512f6bbd68ec3e8e1357dd3c316c", size = 307016, upload-time = "2026-02-02T12:37:42.755Z" }, { url = "https://files.pythonhosted.org/packages/9d/51/bd41562dd284e2a18b6dc0a99d195fd4a3560d52ab192c42e56fe0316643/jiter-0.11.1-graalpy311-graalpy242_311_native-macosx_10_12_x86_64.whl", hash = "sha256:e642b5270e61dd02265866398707f90e365b5db2eb65a4f30c789d826682e1f6", size = 306871, upload-time = "2025-10-17T11:31:03.616Z" },
{ url = "https://files.pythonhosted.org/packages/eb/ae/60993e4b07b1ac5ebe46da7aa99fdbb802eb986c38d26e3883ac0125c4e0/jiter-0.13.0-graalpy311-graalpy242_311_native-macosx_11_0_arm64.whl", hash = "sha256:db367d8be9fad6e8ebbac4a7578b7af562e506211036cba2c06c3b998603c3d2", size = 305024, upload-time = "2026-02-02T12:37:44.774Z" }, { url = "https://files.pythonhosted.org/packages/ba/cb/64e7f21dd357e8cd6b3c919c26fac7fc198385bbd1d85bb3b5355600d787/jiter-0.11.1-graalpy311-graalpy242_311_native-macosx_11_0_arm64.whl", hash = "sha256:464ba6d000585e4e2fd1e891f31f1231f497273414f5019e27c00a4b8f7a24ad", size = 301454, upload-time = "2025-10-17T11:31:05.338Z" },
{ url = "https://files.pythonhosted.org/packages/77/fa/2227e590e9cf98803db2811f172b2d6460a21539ab73006f251c66f44b14/jiter-0.13.0-graalpy311-graalpy242_311_native-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:45f6f8efb2f3b0603092401dc2df79fa89ccbc027aaba4174d2d4133ed661434", size = 339337, upload-time = "2026-02-02T12:37:46.668Z" }, { url = "https://files.pythonhosted.org/packages/55/b0/54bdc00da4ef39801b1419a01035bd8857983de984fd3776b0be6b94add7/jiter-0.11.1-graalpy311-graalpy242_311_native-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:055568693ab35e0bf3a171b03bb40b2dcb10352359e0ab9b5ed0da2bf1eb6f6f", size = 336801, upload-time = "2025-10-17T11:31:06.893Z" },
{ url = "https://files.pythonhosted.org/packages/2d/92/015173281f7eb96c0ef580c997da8ef50870d4f7f4c9e03c845a1d62ae04/jiter-0.13.0-graalpy311-graalpy242_311_native-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:597245258e6ad085d064780abfb23a284d418d3e61c57362d9449c6c7317ee2d", size = 346395, upload-time = "2026-02-02T12:37:48.09Z" }, { url = "https://files.pythonhosted.org/packages/de/8f/87176ed071d42e9db415ed8be787ef4ef31a4fa27f52e6a4fbf34387bd28/jiter-0.11.1-graalpy311-graalpy242_311_native-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e0c69ea798d08a915ba4478113efa9e694971e410056392f4526d796f136d3fa", size = 343452, upload-time = "2025-10-17T11:31:08.259Z" },
{ url = "https://files.pythonhosted.org/packages/80/60/e50fa45dd7e2eae049f0ce964663849e897300433921198aef94b6ffa23a/jiter-0.13.0-graalpy312-graalpy250_312_native-macosx_10_12_x86_64.whl", hash = "sha256:3d744a6061afba08dd7ae375dcde870cffb14429b7477e10f67e9e6d68772a0a", size = 305169, upload-time = "2026-02-02T12:37:50.376Z" }, { url = "https://files.pythonhosted.org/packages/a6/bc/950dd7f170c6394b6fdd73f989d9e729bd98907bcc4430ef080a72d06b77/jiter-0.11.1-graalpy312-graalpy250_312_native-macosx_10_12_x86_64.whl", hash = "sha256:0d4d6993edc83cf75e8c6828a8d6ce40a09ee87e38c7bfba6924f39e1337e21d", size = 302626, upload-time = "2025-10-17T11:31:09.645Z" },
{ url = "https://files.pythonhosted.org/packages/d2/73/a009f41c5eed71c49bec53036c4b33555afcdee70682a18c6f66e396c039/jiter-0.13.0-graalpy312-graalpy250_312_native-macosx_11_0_arm64.whl", hash = "sha256:ff732bd0a0e778f43d5009840f20b935e79087b4dc65bd36f1cd0f9b04b8ff7f", size = 303808, upload-time = "2026-02-02T12:37:52.092Z" }, { url = "https://files.pythonhosted.org/packages/3a/65/43d7971ca82ee100b7b9b520573eeef7eabc0a45d490168ebb9a9b5bb8b2/jiter-0.11.1-graalpy312-graalpy250_312_native-macosx_11_0_arm64.whl", hash = "sha256:f78d151c83a87a6cf5461d5ee55bc730dd9ae227377ac6f115b922989b95f838", size = 297034, upload-time = "2025-10-17T11:31:10.975Z" },
{ url = "https://files.pythonhosted.org/packages/c4/10/528b439290763bff3d939268085d03382471b442f212dca4ff5f12802d43/jiter-0.13.0-graalpy312-graalpy250_312_native-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ab44b178f7981fcaea7e0a5df20e773c663d06ffda0198f1a524e91b2fde7e59", size = 337384, upload-time = "2026-02-02T12:37:53.582Z" }, { url = "https://files.pythonhosted.org/packages/19/4c/000e1e0c0c67e96557a279f8969487ea2732d6c7311698819f977abae837/jiter-0.11.1-graalpy312-graalpy250_312_native-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c9022974781155cd5521d5cb10997a03ee5e31e8454c9d999dcdccd253f2353f", size = 337328, upload-time = "2025-10-17T11:31:12.399Z" },
{ url = "https://files.pythonhosted.org/packages/67/8a/a342b2f0251f3dac4ca17618265d93bf244a2a4d089126e81e4c1056ac50/jiter-0.13.0-graalpy312-graalpy250_312_native-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7bb00b6d26db67a05fe3e12c76edc75f32077fb51deed13822dc648fa373bc19", size = 343768, upload-time = "2026-02-02T12:37:55.055Z" }, { url = "https://files.pythonhosted.org/packages/d9/71/71408b02c6133153336d29fa3ba53000f1e1a3f78bb2fc2d1a1865d2e743/jiter-0.11.1-graalpy312-graalpy250_312_native-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:18c77aaa9117510d5bdc6a946baf21b1f0cfa58ef04d31c8d016f206f2118960", size = 343697, upload-time = "2025-10-17T11:31:13.773Z" },
] ]
[[package]] [[package]]
@ -1752,6 +1804,20 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/e3/46/f2907da16dc5a5a6c679f83b7de21176178afad8d2ca635a581429580ef6/langchain_ollama-1.0.1-py3-none-any.whl", hash = "sha256:37eb939a4718a0255fe31e19fbb0def044746c717b01b97d397606ebc3e9b440", size = 29207, upload-time = "2025-12-12T21:48:27.832Z" }, { url = "https://files.pythonhosted.org/packages/e3/46/f2907da16dc5a5a6c679f83b7de21176178afad8d2ca635a581429580ef6/langchain_ollama-1.0.1-py3-none-any.whl", hash = "sha256:37eb939a4718a0255fe31e19fbb0def044746c717b01b97d397606ebc3e9b440", size = 29207, upload-time = "2025-12-12T21:48:27.832Z" },
] ]
[[package]]
name = "langchain-openai"
version = "1.1.10"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "langchain-core" },
{ name = "openai" },
{ name = "tiktoken" },
]
sdist = { url = "https://files.pythonhosted.org/packages/d6/0f/01147f842499338ae3b0dd0a351fb83006d9ed623cf3a999bd68ba5bbe2d/langchain_openai-1.1.10.tar.gz", hash = "sha256:ca6fae7cf19425acc81814efed59c7d205ec9a1f284fd1d08aae9bda85d6501b", size = 1059755, upload-time = "2026-02-17T18:03:44.506Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/72/17/3785cbcdc81c451179247e4176d2697879cb4f45ab2c59d949ca574e072d/langchain_openai-1.1.10-py3-none-any.whl", hash = "sha256:d91b2c09e9fbc70f7af45345d3aa477744962d41c73a029beb46b4f83b824827", size = 87205, upload-time = "2026-02-17T18:03:43.502Z" },
]
[[package]] [[package]]
name = "langchain-text-splitters" name = "langchain-text-splitters"
version = "1.1.1" version = "1.1.1"
@ -3549,6 +3615,36 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/01/1b/5dbe84eefc86f48473947e2f41711aded97eecef1231f4558f1f02713c12/pyzmq-27.1.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:c9f7f6e13dff2e44a6afeaf2cf54cee5929ad64afaf4d40b50f93c58fc687355", size = 544862, upload-time = "2025-09-08T23:09:56.509Z" }, { url = "https://files.pythonhosted.org/packages/01/1b/5dbe84eefc86f48473947e2f41711aded97eecef1231f4558f1f02713c12/pyzmq-27.1.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:c9f7f6e13dff2e44a6afeaf2cf54cee5929ad64afaf4d40b50f93c58fc687355", size = 544862, upload-time = "2025-09-08T23:09:56.509Z" },
] ]
[[package]]
name = "ragas"
version = "0.4.3"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "appdirs" },
{ name = "datasets" },
{ name = "diskcache" },
{ name = "instructor" },
{ name = "langchain" },
{ name = "langchain-community" },
{ name = "langchain-core" },
{ name = "langchain-openai" },
{ name = "nest-asyncio" },
{ name = "networkx" },
{ name = "numpy" },
{ name = "openai" },
{ name = "pillow" },
{ name = "pydantic" },
{ name = "rich" },
{ name = "scikit-network" },
{ name = "tiktoken" },
{ name = "tqdm" },
{ name = "typer" },
]
sdist = { url = "https://files.pythonhosted.org/packages/d2/bc/3234517692ac0ffae1ec2ec940992e4057844c49ee6c51c07ce385bb98f1/ragas-0.4.3.tar.gz", hash = "sha256:1eb1f61dbc8613ad014fdb8d630cbe9a1caec1ea01664a106993cb756128c001", size = 44029626, upload-time = "2026-01-13T17:48:01.043Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/4d/e0/1fecd22c93d3ed66453cbbdefd05528331af4d33b2b76a370d751231912c/ragas-0.4.3-py3-none-any.whl", hash = "sha256:ef1d75f674c294e9a6e7d8e9ad261b6bf4697dad1c9cbd1a756ba7a6b4849a38", size = 466452, upload-time = "2026-01-13T17:47:59.2Z" },
]
[[package]] [[package]]
name = "referencing" name = "referencing"
version = "0.37.0" version = "0.37.0"
@ -3945,6 +4041,33 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/60/22/d7b2ebe4704a5e50790ba089d5c2ae308ab6bb852719e6c3bd4f04c3a363/scikit_learn-1.8.0-cp314-cp314t-win_arm64.whl", hash = "sha256:f28dd15c6bb0b66ba09728cf09fd8736c304be29409bd8445a080c1280619e8c", size = 8002647, upload-time = "2025-12-10T07:08:51.601Z" }, { url = "https://files.pythonhosted.org/packages/60/22/d7b2ebe4704a5e50790ba089d5c2ae308ab6bb852719e6c3bd4f04c3a363/scikit_learn-1.8.0-cp314-cp314t-win_arm64.whl", hash = "sha256:f28dd15c6bb0b66ba09728cf09fd8736c304be29409bd8445a080c1280619e8c", size = 8002647, upload-time = "2025-12-10T07:08:51.601Z" },
] ]
[[package]]
name = "scikit-network"
version = "0.33.5"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "numpy" },
{ name = "scipy" },
]
sdist = { url = "https://files.pythonhosted.org/packages/46/6d/28b00fbef9ff7d8ba31861bf16705a1a74a1696fb65aab2a7c584f966bec/scikit_network-0.33.5.tar.gz", hash = "sha256:ae2149d9a280fdc4bbadd5f8a7b17c8af61c054bc3f834792bc61483e6783c12", size = 1784205, upload-time = "2025-11-19T09:45:14.402Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/d4/ed/4a14f48ae7eceeb4bc2085c9467e7dda487b8728261a2556a3d2fdc99b0e/scikit_network-0.33.5-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:38a5a55f125b9ff574b085994e6374f783469faf1542d140c1630ad2c14127b9", size = 2854152, upload-time = "2025-11-19T09:44:43.049Z" },
{ url = "https://files.pythonhosted.org/packages/30/f9/71e225866bedaf6256ba3cd720c5bdbbe4828df7574d3c9cb741789b0f85/scikit_network-0.33.5-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:6d796382dd914ccaa7d3fb990e148f5f095817690f07119d614f4d5bd63b347e", size = 2840146, upload-time = "2025-11-19T09:44:45.04Z" },
{ url = "https://files.pythonhosted.org/packages/a0/ac/ed64fbc2a21074aa399d3e527695f4d4bb35be3346b5e09edf0637d58080/scikit_network-0.33.5-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:406af38a07ee1d631b62616496013fc5d941fffb5221fdb9e9091b87352a3f0c", size = 8005762, upload-time = "2025-11-19T09:44:47.186Z" },
{ url = "https://files.pythonhosted.org/packages/d5/8e/9631ea79d6144d746e9a73e79d392656ae0c1d2989b8183f4f13134ad253/scikit_network-0.33.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6d001988f07abe03ef4d8189da148968ad520f8cb8666d9ecee0d51c277bd466", size = 8061688, upload-time = "2025-11-19T09:44:49.034Z" },
{ url = "https://files.pythonhosted.org/packages/05/d2/26d21c25245204ef0ac6dfd047e8b6181bdc40d486dd9daadaadfed1c0e6/scikit_network-0.33.5-cp311-cp311-win_amd64.whl", hash = "sha256:8b9338feb0b2bae0f32ddd77453125b4e6c2d365cfb1bb1334b016888466e42f", size = 2738782, upload-time = "2025-11-19T09:44:50.881Z" },
{ url = "https://files.pythonhosted.org/packages/72/32/f092fca9a3ae256e0608ec6a4d8830023ea4ae478c2e27e94cf5802824f0/scikit_network-0.33.5-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:ced625228be1632595d11adaf22d61d1d4c788909cd4d8c364e720b2814aac7f", size = 2874698, upload-time = "2025-11-19T09:44:52.765Z" },
{ url = "https://files.pythonhosted.org/packages/4b/c7/5b2ce72f93b422af48a2b755fbcbab271bf980a6b46484f754d63978f1ff/scikit_network-0.33.5-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:808b625d28005c24b47cbdf65f780a3a355aa4080992e6b78f03434e873d06e6", size = 2854224, upload-time = "2025-11-19T09:44:55.574Z" },
{ url = "https://files.pythonhosted.org/packages/86/02/974ae67f493ccf988108894e8a9dedfd00ca5113d2848e0b9fc2a4d18824/scikit_network-0.33.5-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f9f2d98059cd79bdb935ff6a638f1c3a12b0b1cb7ace9e1d3fb35476eeeaabaa", size = 7924650, upload-time = "2025-11-19T09:44:57.704Z" },
{ url = "https://files.pythonhosted.org/packages/8d/34/b67e48e111916a6f09fe29a971a9716c14f78525e0ab7c46e6a6538cf2f6/scikit_network-0.33.5-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:aac2d3bc14214f02dac300624f5ec2650af9a98b52f304d300f0ec2813a0e544", size = 8012322, upload-time = "2025-11-19T09:45:00.079Z" },
{ url = "https://files.pythonhosted.org/packages/c3/a2/49293b53b837b3248d19fffd41a9fd73dcb2eeabbab890cc4c8aa237b545/scikit_network-0.33.5-cp312-cp312-win_amd64.whl", hash = "sha256:2866b16aed9ef25ba42cb2f2e44ef2ad079337f336ce48d0604b55fa4af87688", size = 2746491, upload-time = "2025-11-19T09:45:01.997Z" },
{ url = "https://files.pythonhosted.org/packages/d6/cd/0069244e970d27fa0ab0512394295a106605f00c271e85618182460d2c92/scikit_network-0.33.5-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:aa8b490a777e081dd6f69627a26b50cc4012f27fff683a1e4828819a88a5dcf2", size = 2862564, upload-time = "2025-11-19T09:45:03.93Z" },
{ url = "https://files.pythonhosted.org/packages/51/37/85454864e50a65e528fe3b15eb3b41eb68b0c7f6d5c51c220b3198622ede/scikit_network-0.33.5-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:3615d073ba9ae1ae30dda2de747474cd23c86cededa82b317471ee9f9bebd1b2", size = 2842521, upload-time = "2025-11-19T09:45:06.31Z" },
{ url = "https://files.pythonhosted.org/packages/c4/b9/4023f35e430b51020f17b0f1d8933768cf1ed7cd1623cc089f5543048983/scikit_network-0.33.5-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2408d3f4c81256a3193d536aad4a6ffcfbb05d096abe6a9cc0b6b5e275df876d", size = 7871695, upload-time = "2025-11-19T09:45:08.101Z" },
{ url = "https://files.pythonhosted.org/packages/8e/ec/e50755f7459130ba745c42c37665c5ae9a7c7e357f43400b5b8b966f902e/scikit_network-0.33.5-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:526490a1e0e8e49ad0f4cca193f581d60082a2fa8c9a825eb0b6936050b0d02b", size = 7968762, upload-time = "2025-11-19T09:45:10.347Z" },
{ url = "https://files.pythonhosted.org/packages/45/2a/616974a0adb9d04a791570e9371caaef14c54f8806b04dd59c80a7b60289/scikit_network-0.33.5-cp313-cp313-win_amd64.whl", hash = "sha256:722c15fcede5e07ac008354bbd6ef375e0f5bf1fd52bd40271775997be2fb715", size = 2742482, upload-time = "2025-11-19T09:45:12.843Z" },
]
[[package]] [[package]]
name = "scipy" name = "scipy"
version = "1.17.1" version = "1.17.1"
@ -4288,6 +4411,60 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/32/d5/f9a850d79b0851d1d4ef6456097579a9005b31fea68726a4ae5f2d82ddd9/threadpoolctl-3.6.0-py3-none-any.whl", hash = "sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb", size = 18638, upload-time = "2025-03-13T13:49:21.846Z" }, { url = "https://files.pythonhosted.org/packages/32/d5/f9a850d79b0851d1d4ef6456097579a9005b31fea68726a4ae5f2d82ddd9/threadpoolctl-3.6.0-py3-none-any.whl", hash = "sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb", size = 18638, upload-time = "2025-03-13T13:49:21.846Z" },
] ]
[[package]]
name = "tiktoken"
version = "0.12.0"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "regex" },
{ name = "requests" },
]
sdist = { url = "https://files.pythonhosted.org/packages/7d/ab/4d017d0f76ec3171d469d80fc03dfbb4e48a4bcaddaa831b31d526f05edc/tiktoken-0.12.0.tar.gz", hash = "sha256:b18ba7ee2b093863978fcb14f74b3707cdc8d4d4d3836853ce7ec60772139931", size = 37806, upload-time = "2025-10-06T20:22:45.419Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/de/46/21ea696b21f1d6d1efec8639c204bdf20fde8bafb351e1355c72c5d7de52/tiktoken-0.12.0-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:6e227c7f96925003487c33b1b32265fad2fbcec2b7cf4817afb76d416f40f6bb", size = 1051565, upload-time = "2025-10-06T20:21:44.566Z" },
{ url = "https://files.pythonhosted.org/packages/c9/d9/35c5d2d9e22bb2a5f74ba48266fb56c63d76ae6f66e02feb628671c0283e/tiktoken-0.12.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:c06cf0fcc24c2cb2adb5e185c7082a82cba29c17575e828518c2f11a01f445aa", size = 995284, upload-time = "2025-10-06T20:21:45.622Z" },
{ url = "https://files.pythonhosted.org/packages/01/84/961106c37b8e49b9fdcf33fe007bb3a8fdcc380c528b20cc7fbba80578b8/tiktoken-0.12.0-cp311-cp311-manylinux_2_28_aarch64.whl", hash = "sha256:f18f249b041851954217e9fd8e5c00b024ab2315ffda5ed77665a05fa91f42dc", size = 1129201, upload-time = "2025-10-06T20:21:47.074Z" },
{ url = "https://files.pythonhosted.org/packages/6a/d0/3d9275198e067f8b65076a68894bb52fd253875f3644f0a321a720277b8a/tiktoken-0.12.0-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:47a5bc270b8c3db00bb46ece01ef34ad050e364b51d406b6f9730b64ac28eded", size = 1152444, upload-time = "2025-10-06T20:21:48.139Z" },
{ url = "https://files.pythonhosted.org/packages/78/db/a58e09687c1698a7c592e1038e01c206569b86a0377828d51635561f8ebf/tiktoken-0.12.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:508fa71810c0efdcd1b898fda574889ee62852989f7c1667414736bcb2b9a4bd", size = 1195080, upload-time = "2025-10-06T20:21:49.246Z" },
{ url = "https://files.pythonhosted.org/packages/9e/1b/a9e4d2bf91d515c0f74afc526fd773a812232dd6cda33ebea7f531202325/tiktoken-0.12.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:a1af81a6c44f008cba48494089dd98cccb8b313f55e961a52f5b222d1e507967", size = 1255240, upload-time = "2025-10-06T20:21:50.274Z" },
{ url = "https://files.pythonhosted.org/packages/9d/15/963819345f1b1fb0809070a79e9dd96938d4ca41297367d471733e79c76c/tiktoken-0.12.0-cp311-cp311-win_amd64.whl", hash = "sha256:3e68e3e593637b53e56f7237be560f7a394451cb8c11079755e80ae64b9e6def", size = 879422, upload-time = "2025-10-06T20:21:51.734Z" },
{ url = "https://files.pythonhosted.org/packages/a4/85/be65d39d6b647c79800fd9d29241d081d4eeb06271f383bb87200d74cf76/tiktoken-0.12.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:b97f74aca0d78a1ff21b8cd9e9925714c15a9236d6ceacf5c7327c117e6e21e8", size = 1050728, upload-time = "2025-10-06T20:21:52.756Z" },
{ url = "https://files.pythonhosted.org/packages/4a/42/6573e9129bc55c9bf7300b3a35bef2c6b9117018acca0dc760ac2d93dffe/tiktoken-0.12.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:2b90f5ad190a4bb7c3eb30c5fa32e1e182ca1ca79f05e49b448438c3e225a49b", size = 994049, upload-time = "2025-10-06T20:21:53.782Z" },
{ url = "https://files.pythonhosted.org/packages/66/c5/ed88504d2f4a5fd6856990b230b56d85a777feab84e6129af0822f5d0f70/tiktoken-0.12.0-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:65b26c7a780e2139e73acc193e5c63ac754021f160df919add909c1492c0fb37", size = 1129008, upload-time = "2025-10-06T20:21:54.832Z" },
{ url = "https://files.pythonhosted.org/packages/f4/90/3dae6cc5436137ebd38944d396b5849e167896fc2073da643a49f372dc4f/tiktoken-0.12.0-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:edde1ec917dfd21c1f2f8046b86348b0f54a2c0547f68149d8600859598769ad", size = 1152665, upload-time = "2025-10-06T20:21:56.129Z" },
{ url = "https://files.pythonhosted.org/packages/a3/fe/26df24ce53ffde419a42f5f53d755b995c9318908288c17ec3f3448313a3/tiktoken-0.12.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:35a2f8ddd3824608b3d650a000c1ef71f730d0c56486845705a8248da00f9fe5", size = 1194230, upload-time = "2025-10-06T20:21:57.546Z" },
{ url = "https://files.pythonhosted.org/packages/20/cc/b064cae1a0e9fac84b0d2c46b89f4e57051a5f41324e385d10225a984c24/tiktoken-0.12.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:83d16643edb7fa2c99eff2ab7733508aae1eebb03d5dfc46f5565862810f24e3", size = 1254688, upload-time = "2025-10-06T20:21:58.619Z" },
{ url = "https://files.pythonhosted.org/packages/81/10/b8523105c590c5b8349f2587e2fdfe51a69544bd5a76295fc20f2374f470/tiktoken-0.12.0-cp312-cp312-win_amd64.whl", hash = "sha256:ffc5288f34a8bc02e1ea7047b8d041104791d2ddbf42d1e5fa07822cbffe16bd", size = 878694, upload-time = "2025-10-06T20:21:59.876Z" },
{ url = "https://files.pythonhosted.org/packages/00/61/441588ee21e6b5cdf59d6870f86beb9789e532ee9718c251b391b70c68d6/tiktoken-0.12.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:775c2c55de2310cc1bc9a3ad8826761cbdc87770e586fd7b6da7d4589e13dab3", size = 1050802, upload-time = "2025-10-06T20:22:00.96Z" },
{ url = "https://files.pythonhosted.org/packages/1f/05/dcf94486d5c5c8d34496abe271ac76c5b785507c8eae71b3708f1ad9b45a/tiktoken-0.12.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:a01b12f69052fbe4b080a2cfb867c4de12c704b56178edf1d1d7b273561db160", size = 993995, upload-time = "2025-10-06T20:22:02.788Z" },
{ url = "https://files.pythonhosted.org/packages/a0/70/5163fe5359b943f8db9946b62f19be2305de8c3d78a16f629d4165e2f40e/tiktoken-0.12.0-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:01d99484dc93b129cd0964f9d34eee953f2737301f18b3c7257bf368d7615baa", size = 1128948, upload-time = "2025-10-06T20:22:03.814Z" },
{ url = "https://files.pythonhosted.org/packages/0c/da/c028aa0babf77315e1cef357d4d768800c5f8a6de04d0eac0f377cb619fa/tiktoken-0.12.0-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:4a1a4fcd021f022bfc81904a911d3df0f6543b9e7627b51411da75ff2fe7a1be", size = 1151986, upload-time = "2025-10-06T20:22:05.173Z" },
{ url = "https://files.pythonhosted.org/packages/a0/5a/886b108b766aa53e295f7216b509be95eb7d60b166049ce2c58416b25f2a/tiktoken-0.12.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:981a81e39812d57031efdc9ec59fa32b2a5a5524d20d4776574c4b4bd2e9014a", size = 1194222, upload-time = "2025-10-06T20:22:06.265Z" },
{ url = "https://files.pythonhosted.org/packages/f4/f8/4db272048397636ac7a078d22773dd2795b1becee7bc4922fe6207288d57/tiktoken-0.12.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:9baf52f84a3f42eef3ff4e754a0db79a13a27921b457ca9832cf944c6be4f8f3", size = 1255097, upload-time = "2025-10-06T20:22:07.403Z" },
{ url = "https://files.pythonhosted.org/packages/8e/32/45d02e2e0ea2be3a9ed22afc47d93741247e75018aac967b713b2941f8ea/tiktoken-0.12.0-cp313-cp313-win_amd64.whl", hash = "sha256:b8a0cd0c789a61f31bf44851defbd609e8dd1e2c8589c614cc1060940ef1f697", size = 879117, upload-time = "2025-10-06T20:22:08.418Z" },
{ url = "https://files.pythonhosted.org/packages/ce/76/994fc868f88e016e6d05b0da5ac24582a14c47893f4474c3e9744283f1d5/tiktoken-0.12.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:d5f89ea5680066b68bcb797ae85219c72916c922ef0fcdd3480c7d2315ffff16", size = 1050309, upload-time = "2025-10-06T20:22:10.939Z" },
{ url = "https://files.pythonhosted.org/packages/f6/b8/57ef1456504c43a849821920d582a738a461b76a047f352f18c0b26c6516/tiktoken-0.12.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:b4e7ed1c6a7a8a60a3230965bdedba8cc58f68926b835e519341413370e0399a", size = 993712, upload-time = "2025-10-06T20:22:12.115Z" },
{ url = "https://files.pythonhosted.org/packages/72/90/13da56f664286ffbae9dbcfadcc625439142675845baa62715e49b87b68b/tiktoken-0.12.0-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:fc530a28591a2d74bce821d10b418b26a094bf33839e69042a6e86ddb7a7fb27", size = 1128725, upload-time = "2025-10-06T20:22:13.541Z" },
{ url = "https://files.pythonhosted.org/packages/05/df/4f80030d44682235bdaecd7346c90f67ae87ec8f3df4a3442cb53834f7e4/tiktoken-0.12.0-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:06a9f4f49884139013b138920a4c393aa6556b2f8f536345f11819389c703ebb", size = 1151875, upload-time = "2025-10-06T20:22:14.559Z" },
{ url = "https://files.pythonhosted.org/packages/22/1f/ae535223a8c4ef4c0c1192e3f9b82da660be9eb66b9279e95c99288e9dab/tiktoken-0.12.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:04f0e6a985d95913cabc96a741c5ffec525a2c72e9df086ff17ebe35985c800e", size = 1194451, upload-time = "2025-10-06T20:22:15.545Z" },
{ url = "https://files.pythonhosted.org/packages/78/a7/f8ead382fce0243cb625c4f266e66c27f65ae65ee9e77f59ea1653b6d730/tiktoken-0.12.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:0ee8f9ae00c41770b5f9b0bb1235474768884ae157de3beb5439ca0fd70f3e25", size = 1253794, upload-time = "2025-10-06T20:22:16.624Z" },
{ url = "https://files.pythonhosted.org/packages/93/e0/6cc82a562bc6365785a3ff0af27a2a092d57c47d7a81d9e2295d8c36f011/tiktoken-0.12.0-cp313-cp313t-win_amd64.whl", hash = "sha256:dc2dd125a62cb2b3d858484d6c614d136b5b848976794edfb63688d539b8b93f", size = 878777, upload-time = "2025-10-06T20:22:18.036Z" },
{ url = "https://files.pythonhosted.org/packages/72/05/3abc1db5d2c9aadc4d2c76fa5640134e475e58d9fbb82b5c535dc0de9b01/tiktoken-0.12.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:a90388128df3b3abeb2bfd1895b0681412a8d7dc644142519e6f0a97c2111646", size = 1050188, upload-time = "2025-10-06T20:22:19.563Z" },
{ url = "https://files.pythonhosted.org/packages/e3/7b/50c2f060412202d6c95f32b20755c7a6273543b125c0985d6fa9465105af/tiktoken-0.12.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:da900aa0ad52247d8794e307d6446bd3cdea8e192769b56276695d34d2c9aa88", size = 993978, upload-time = "2025-10-06T20:22:20.702Z" },
{ url = "https://files.pythonhosted.org/packages/14/27/bf795595a2b897e271771cd31cb847d479073497344c637966bdf2853da1/tiktoken-0.12.0-cp314-cp314-manylinux_2_28_aarch64.whl", hash = "sha256:285ba9d73ea0d6171e7f9407039a290ca77efcdb026be7769dccc01d2c8d7fff", size = 1129271, upload-time = "2025-10-06T20:22:22.06Z" },
{ url = "https://files.pythonhosted.org/packages/f5/de/9341a6d7a8f1b448573bbf3425fa57669ac58258a667eb48a25dfe916d70/tiktoken-0.12.0-cp314-cp314-manylinux_2_28_x86_64.whl", hash = "sha256:d186a5c60c6a0213f04a7a802264083dea1bbde92a2d4c7069e1a56630aef830", size = 1151216, upload-time = "2025-10-06T20:22:23.085Z" },
{ url = "https://files.pythonhosted.org/packages/75/0d/881866647b8d1be4d67cb24e50d0c26f9f807f994aa1510cb9ba2fe5f612/tiktoken-0.12.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:604831189bd05480f2b885ecd2d1986dc7686f609de48208ebbbddeea071fc0b", size = 1194860, upload-time = "2025-10-06T20:22:24.602Z" },
{ url = "https://files.pythonhosted.org/packages/b3/1e/b651ec3059474dab649b8d5b69f5c65cd8fcd8918568c1935bd4136c9392/tiktoken-0.12.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:8f317e8530bb3a222547b85a58583238c8f74fd7a7408305f9f63246d1a0958b", size = 1254567, upload-time = "2025-10-06T20:22:25.671Z" },
{ url = "https://files.pythonhosted.org/packages/80/57/ce64fd16ac390fafde001268c364d559447ba09b509181b2808622420eec/tiktoken-0.12.0-cp314-cp314-win_amd64.whl", hash = "sha256:399c3dd672a6406719d84442299a490420b458c44d3ae65516302a99675888f3", size = 921067, upload-time = "2025-10-06T20:22:26.753Z" },
{ url = "https://files.pythonhosted.org/packages/ac/a4/72eed53e8976a099539cdd5eb36f241987212c29629d0a52c305173e0a68/tiktoken-0.12.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:c2c714c72bc00a38ca969dae79e8266ddec999c7ceccd603cc4f0d04ccd76365", size = 1050473, upload-time = "2025-10-06T20:22:27.775Z" },
{ url = "https://files.pythonhosted.org/packages/e6/d7/0110b8f54c008466b19672c615f2168896b83706a6611ba6e47313dbc6e9/tiktoken-0.12.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:cbb9a3ba275165a2cb0f9a83f5d7025afe6b9d0ab01a22b50f0e74fee2ad253e", size = 993855, upload-time = "2025-10-06T20:22:28.799Z" },
{ url = "https://files.pythonhosted.org/packages/5f/77/4f268c41a3957c418b084dd576ea2fad2e95da0d8e1ab705372892c2ca22/tiktoken-0.12.0-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:dfdfaa5ffff8993a3af94d1125870b1d27aed7cb97aa7eb8c1cefdbc87dbee63", size = 1129022, upload-time = "2025-10-06T20:22:29.981Z" },
{ url = "https://files.pythonhosted.org/packages/4e/2b/fc46c90fe5028bd094cd6ee25a7db321cb91d45dc87531e2bdbb26b4867a/tiktoken-0.12.0-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:584c3ad3d0c74f5269906eb8a659c8bfc6144a52895d9261cdaf90a0ae5f4de0", size = 1150736, upload-time = "2025-10-06T20:22:30.996Z" },
{ url = "https://files.pythonhosted.org/packages/28/c0/3c7a39ff68022ddfd7d93f3337ad90389a342f761c4d71de99a3ccc57857/tiktoken-0.12.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:54c891b416a0e36b8e2045b12b33dd66fb34a4fe7965565f1b482da50da3e86a", size = 1194908, upload-time = "2025-10-06T20:22:32.073Z" },
{ url = "https://files.pythonhosted.org/packages/ab/0d/c1ad6f4016a3968c048545f5d9b8ffebf577774b2ede3e2e352553b685fe/tiktoken-0.12.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:5edb8743b88d5be814b1a8a8854494719080c28faaa1ccbef02e87354fe71ef0", size = 1253706, upload-time = "2025-10-06T20:22:33.385Z" },
{ url = "https://files.pythonhosted.org/packages/af/df/c7891ef9d2712ad774777271d39fdef63941ffba0a9d59b7ad1fd2765e57/tiktoken-0.12.0-cp314-cp314t-win_amd64.whl", hash = "sha256:f61c0aea5565ac82e2ec50a05e02a6c44734e91b51c10510b084ea1b8e633a71", size = 920667, upload-time = "2025-10-06T20:22:34.444Z" },
]
[[package]] [[package]]
name = "tinycss2" name = "tinycss2"
version = "1.4.0" version = "1.4.0"