gmakstutis/cognee
1
0
Fork 0
Code Issues Pull requests Projects Releases Packages Wiki Activity Actions

Merge branch 'dev' into pylance-fix

Browse source
This commit is contained in:
Igor Ilic 2025-09-25 17:08:28 +02:00
commit 71e1070820
22 changed files with 366 additions and 832 deletions
Show stats Download patch file Download diff file Expand all files Collapse all files

2
.github/actions/cognee_setup/action.yml vendored
View file

@ -24,7 +24,7 @@ runs:
uses: astral-sh/setup-uv@v4
with:
enable-cache: true
- name: Rebuild uv lockfile
shell: bash
run: |

1
.github/workflows/basic_tests.yml vendored
View file

@ -188,6 +188,7 @@ jobs:
uses: ./.github/actions/cognee_setup
with:
python-version: ${{ inputs.python-version }}
extra-dependencies: "baml"
- name: Run Simple Examples
run: uv run python ./examples/python/simple_example.py

3
.github/workflows/e2e_tests.yml vendored
View file

@ -166,9 +166,6 @@ jobs:
python-version: '3.11.x'
extra-dependencies: "aws"
- name: Dependencies already installed
run: echo "Dependencies already installed in setup"
- name: Run S3 Bucket Test
env:
ENV: 'dev'

1
.github/workflows/test_s3_file_storage.yml vendored
View file

@ -18,6 +18,7 @@ jobs:
uses: ./.github/actions/cognee_setup
with:
python-version: '3.11.x'
extra-dependencies: "aws"
- name: Run S3 File Storage Test
env:

18
cognee/api/client.py
View file

@ -3,7 +3,6 @@
import os
import uvicorn
import sentry_sdk
from traceback import format_exc
from contextlib import asynccontextmanager
from fastapi import Request
@ -42,11 +41,18 @@ from cognee.modules.users.methods.get_authenticated_user import REQUIRE_AUTHENTI
logger = get_logger()
if os.getenv("ENV", "prod") == "prod":
sentry_sdk.init(
dsn=os.getenv("SENTRY_REPORTING_URL"),
traces_sample_rate=1.0,
profiles_sample_rate=1.0,
)
try:
import sentry_sdk
sentry_sdk.init(
dsn=os.getenv("SENTRY_REPORTING_URL"),
traces_sample_rate=1.0,
profiles_sample_rate=1.0,
)
except ImportError:
logger.info(
"Sentry SDK not available. Install with 'pip install cognee\"[monitoring]\"' to enable error monitoring."
)
app_environment = os.getenv("ENV", "prod")

10
cognee/eval_framework/modal_eval_dashboard.py
View file

@ -1,6 +1,6 @@
import os
import json
import pandas as pd
import subprocess
import modal
import streamlit as st
@ -78,6 +78,14 @@ def main():
}
)
try:
import pandas as pd
except ImportError:
st.error(
"Pandas is required for the evaluation dashboard. Install with 'pip install cognee\"[evals]\"' to use this feature."
)
return
df = pd.DataFrame(records)
if df.empty:
st.warning("No JSON files found in the volume.")

48
cognee/infrastructure/data/utils/extract_keywords.py
View file

@ -1,48 +0,0 @@
from sklearn.feature_extraction.text import TfidfVectorizer
from cognee.infrastructure.data.exceptions.exceptions import KeywordExtractionError
from cognee.shared.utils import extract_pos_tags
def extract_keywords(text: str) -> list[str]:
"""
Extract keywords from the provided text string.
This function raises an KeyWordExtractionError if the input text is empty. It processes the
text to extract parts of speech, focusing on nouns, and uses TF-IDF to identify the most
relevant keywords based on their frequency. The function returns a list of up to 15
keywords, each having more than 3 characters.
Parameters:
-----------
- text (str): The input text from which to extract keywords.
Returns:
--------
- list[str]: A list of keywords extracted from the text, containing up to 15 nouns
with more than 3 characters.
"""
if len(text) == 0:
raise KeywordExtractionError()
tags = extract_pos_tags(text)
nouns = [word for (word, tag) in tags if tag == "NN"]
vectorizer = TfidfVectorizer()
tfidf = vectorizer.fit_transform(nouns)
top_nouns = sorted(
vectorizer.vocabulary_, key=lambda x: tfidf[0, vectorizer.vocabulary_[x]], reverse=True
)
keywords = []
for word in top_nouns:
if len(word) > 3:
keywords.append(word)
if len(keywords) >= 15:
break
return keywords

14
cognee/infrastructure/databases/relational/create_relational_engine.py
View file

@ -39,8 +39,16 @@ def create_relational_engine(
connection_string = f"sqlite+aiosqlite:///{db_path}/{db_name}"
if db_provider == "postgres":
connection_string = (
f"postgresql+asyncpg://{db_username}:{db_password}@{db_host}:{db_port}/{db_name}"
)
try:
# Test if asyncpg is available
import asyncpg
connection_string = (
f"postgresql+asyncpg://{db_username}:{db_password}@{db_host}:{db_port}/{db_name}"
)
except ImportError:
raise ImportError(
"PostgreSQL dependencies are not installed. Please install with 'pip install cognee\"[postgres]\"' or 'pip install cognee\"[postgres-binary]\"' to use PostgreSQL functionality."
)
return SQLAlchemyAdapter(connection_string)

7
cognee/infrastructure/databases/vector/create_vector_engine.py
View file

@ -66,7 +66,12 @@ def create_vector_engine(
f"postgresql+asyncpg://{db_username}:{db_password}@{db_host}:{db_port}/{db_name}"
)
from .pgvector.PGVectorAdapter import PGVectorAdapter
try:
from .pgvector.PGVectorAdapter import PGVectorAdapter
except ImportError:
raise ImportError(
"PostgreSQL dependencies are not installed. Please install with 'pip install cognee\"[postgres]\"' or 'pip install cognee\"[postgres-binary]\"' to use PGVector functionality."
)
return PGVectorAdapter(
connection_string,

13
cognee/infrastructure/databases/vector/lancedb/LanceDBAdapter.py
View file

@ -205,9 +205,12 @@ class LanceDBAdapter(VectorDBInterface):
collection = await self.get_collection(collection_name)
if len(data_point_ids) == 1:
results = await collection.query().where(f"id = '{data_point_ids[0]}'").to_pandas()
results = await collection.query().where(f"id = '{data_point_ids[0]}'")
else:
results = await collection.query().where(f"id IN {tuple(data_point_ids)}").to_pandas()
results = await collection.query().where(f"id IN {tuple(data_point_ids)}")
# Convert query results to list format
results_list = results.to_list() if hasattr(results, "to_list") else list(results)
return [
ScoredResult(
@ -215,7 +218,7 @@ class LanceDBAdapter(VectorDBInterface):
payload=result["payload"],
score=0,
)
for result in results.to_dict("index").values()
for result in results_list
]
async def search(
@ -242,9 +245,7 @@ class LanceDBAdapter(VectorDBInterface):
if limit == 0:
return []
results = await collection.vector_search(query_vector).limit(limit).to_pandas()
result_values = list(results.to_dict("index").values())
result_values = await collection.vector_search(query_vector).limit(limit).to_list()
if not result_values:
return []

1
cognee/infrastructure/databases/vector/pgvector/PGVectorAdapter.py
View file

@ -9,7 +9,6 @@ from sqlalchemy.exc import ProgrammingError
from tenacity import retry, retry_if_exception_type, stop_after_attempt, wait_exponential
from asyncpg import DeadlockDetectedError, DuplicateTableError, UniqueViolationError
from cognee.shared.logging_utils import get_logger
from cognee.infrastructure.engine import DataPoint
from cognee.infrastructure.engine.utils import parse_id

19
cognee/infrastructure/files/storage/S3FileStorage.py
View file

@ -1,6 +1,5 @@
import os
import s3fs
from typing import BinaryIO, Union
from typing import BinaryIO, Union, TYPE_CHECKING
from contextlib import asynccontextmanager
from cognee.infrastructure.files.storage.s3_config import get_s3_config
@ -8,17 +7,27 @@ from cognee.infrastructure.utils.run_async import run_async
from cognee.infrastructure.files.storage.FileBufferedReader import FileBufferedReader
from .storage import Storage
if TYPE_CHECKING:
import s3fs
class S3FileStorage(Storage):
"""
Manage local file storage operations such as storing, retrieving, and managing files on
the filesystem.
Manage S3 file storage operations such as storing, retrieving, and managing files on
S3-compatible storage.
"""
storage_path: str
s3: s3fs.S3FileSystem
s3: "s3fs.S3FileSystem"
def __init__(self, storage_path: str):
try:
import s3fs
except ImportError:
raise ImportError(
's3fs is required for S3FileStorage. Install it with: pip install cognee"[aws]"'
)
self.storage_path = storage_path
s3_config = get_s3_config()
if s3_config.aws_access_key_id is not None and s3_config.aws_secret_access_key is not None:

21
cognee/infrastructure/files/utils/open_data_file.py
View file

@ -4,7 +4,6 @@ from urllib.parse import urlparse
from contextlib import asynccontextmanager
from cognee.infrastructure.files.utils.get_data_file_path import get_data_file_path
from cognee.infrastructure.files.storage.S3FileStorage import S3FileStorage
from cognee.infrastructure.files.storage.LocalFileStorage import LocalFileStorage
@ -23,23 +22,17 @@ async def open_data_file(file_path: str, mode: str = "rb", encoding: str = None,
yield file
elif file_path.startswith("s3://"):
try:
from cognee.infrastructure.files.storage.S3FileStorage import S3FileStorage
except ImportError:
raise ImportError(
"S3 dependencies are not installed. Please install with 'pip install cognee\"[aws]\"' to use S3 functionality."
)
normalized_url = get_data_file_path(file_path)
s3_dir_path = os.path.dirname(normalized_url)
s3_filename = os.path.basename(normalized_url)
# if "/" in s3_path:
# s3_dir = "/".join(s3_path.split("/")[:-1])
# s3_filename = s3_path.split("/")[-1]
# else:
# s3_dir = ""
# s3_filename = s3_path
# Extract filesystem path from S3 URL structure
# file_dir_path = (
# f"s3://{parsed_url.netloc}/{s3_dir}" if s3_dir else f"s3://{parsed_url.netloc}"
# )
# file_name = s3_filename
file_storage = S3FileStorage(s3_dir_path)
async with file_storage.open(s3_filename, mode=mode, **kwargs) as file:

47
cognee/infrastructure/llm/config.py
View file

@ -1,9 +1,13 @@
import os
from typing import Optional, ClassVar
from typing import Optional, ClassVar, Any
from functools import lru_cache
from pydantic_settings import BaseSettings, SettingsConfigDict
from pydantic import model_validator
from baml_py import ClientRegistry
try:
from baml_py import ClientRegistry
except ImportError:
ClientRegistry = None
class LLMConfig(BaseSettings):
@ -65,27 +69,36 @@ class LLMConfig(BaseSettings):
fallback_endpoint: str = ""
fallback_model: str = ""
baml_registry: ClassVar[ClientRegistry] = ClientRegistry()
baml_registry: Optional[Any] = None
model_config = SettingsConfigDict(env_file=".env", extra="allow")
def model_post_init(self, __context) -> None:
"""Initialize the BAML registry after the model is created."""
raw_options = {
"model": self.baml_llm_model,
"temperature": self.baml_llm_temperature,
"api_key": self.baml_llm_api_key,
"base_url": self.baml_llm_endpoint,
"api_version": self.baml_llm_api_version,
}
# Check if BAML is selected as structured output framework but not available
if self.structured_output_framework.lower() == "baml" and ClientRegistry is None:
raise ImportError(
"BAML is selected as structured output framework but not available. "
"Please install with 'pip install cognee\"[baml]\"' to use BAML extraction features."
)
elif self.structured_output_framework.lower() == "baml" and ClientRegistry is not None:
self.baml_registry = ClientRegistry()
# Note: keep the item only when the value is not None or an empty string (they would override baml default values)
options = {k: v for k, v in raw_options.items() if v not in (None, "")}
self.baml_registry.add_llm_client(
name=self.baml_llm_provider, provider=self.baml_llm_provider, options=options
)
# Sets the primary client
self.baml_registry.set_primary(self.baml_llm_provider)
raw_options = {
"model": self.baml_llm_model,
"temperature": self.baml_llm_temperature,
"api_key": self.baml_llm_api_key,
"base_url": self.baml_llm_endpoint,
"api_version": self.baml_llm_api_version,
}
# Note: keep the item only when the value is not None or an empty string (they would override baml default values)
options = {k: v for k, v in raw_options.items() if v not in (None, "")}
self.baml_registry.add_llm_client(
name=self.baml_llm_provider, provider=self.baml_llm_provider, options=options
)
# Sets the primary client
self.baml_registry.set_primary(self.baml_llm_provider)
@model_validator(mode="after")
def ensure_env_vars_for_ollama(self) -> "LLMConfig":

3
cognee/infrastructure/llm/structured_output_framework/baml/baml_src/extraction/acreate_structured_output.py
View file

@ -53,7 +53,8 @@ async def acreate_structured_output(
# Transform BAML response to proper pydantic reponse model
if response_model is str:
return str(result)
# Note: when a response model is set to string in python, result is stored in text property in the BAML response model
return str(result.text)
return response_model.model_validate(result.dict())

1
cognee/modules/ingestion/data_types/TextData.py
View file

@ -1,7 +1,6 @@
from typing import BinaryIO
from contextlib import asynccontextmanager
import hashlib
from cognee.infrastructure.data.utils.extract_keywords import extract_keywords
from .IngestionData import IngestionData

19
cognee/modules/visualization/cognee_network_visualization.py
View file

@ -1,6 +1,5 @@
import os
import json
import networkx
from cognee.shared.logging_utils import get_logger
from cognee.infrastructure.files.storage.LocalFileStorage import LocalFileStorage
@ -9,6 +8,8 @@ logger = get_logger()
async def cognee_network_visualization(graph_data, destination_file_path: str = None):
import networkx
nodes_data, edges_data = graph_data
G = networkx.DiGraph()
@ -104,7 +105,7 @@ async def cognee_network_visualization(graph_data, destination_file_path: str =
.nodes circle { stroke: white; stroke-width: 0.5px; filter: drop-shadow(0 0 5px rgba(255,255,255,0.3)); }
.node-label { font-size: 5px; font-weight: bold; fill: white; text-anchor: middle; dominant-baseline: middle; font-family: 'Inter', sans-serif; pointer-events: none; }
.edge-label { font-size: 3px; fill: rgba(255, 255, 255, 0.7); text-anchor: middle; dominant-baseline: middle; font-family: 'Inter', sans-serif; pointer-events: none; }
.tooltip {
position: absolute;
text-align: left;
@ -166,7 +167,7 @@ async def cognee_network_visualization(graph_data, destination_file_path: str =
// Create tooltip content for edge
var content = "<strong>Edge Information</strong><br/>";
content += "Relationship: " + d.relation + "<br/>";
// Show all weights
if (d.all_weights && Object.keys(d.all_weights).length > 0) {
content += "<strong>Weights:</strong><br/>";
@ -176,23 +177,23 @@ async def cognee_network_visualization(graph_data, destination_file_path: str =
} else if (d.weight !== null && d.weight !== undefined) {
content += "Weight: " + d.weight + "<br/>";
}
if (d.relationship_type) {
content += "Type: " + d.relationship_type + "<br/>";
}
// Add other edge properties
if (d.edge_info) {
Object.keys(d.edge_info).forEach(function(key) {
if (key !== 'weight' && key !== 'weights' && key !== 'relationship_type' &&
key !== 'source_node_id' && key !== 'target_node_id' &&
key !== 'relationship_name' && key !== 'updated_at' &&
if (key !== 'weight' && key !== 'weights' && key !== 'relationship_type' &&
key !== 'source_node_id' && key !== 'target_node_id' &&
key !== 'relationship_name' && key !== 'updated_at' &&
!key.startsWith('weight_')) {
content += key + ": " + d.edge_info[key] + "<br/>";
}
});
}
tooltip.html(content)
.style("left", (d3.event.pageX + 10) + "px")
.style("top", (d3.event.pageY - 10) + "px")

32
cognee/shared/utils.py
View file

@ -4,7 +4,6 @@ import os
import ssl
import requests
from datetime import datetime, timezone
import matplotlib.pyplot as plt
import http.server
import socketserver
from threading import Thread
@ -30,37 +29,6 @@ def create_secure_ssl_context() -> ssl.SSLContext:
return ssl.create_default_context()
def get_entities(tagged_tokens):
import nltk
nltk.download("maxent_ne_chunker", quiet=True)
from nltk.chunk import ne_chunk
return ne_chunk(tagged_tokens)
def extract_pos_tags(sentence):
"""Extract Part-of-Speech (POS) tags for words in a sentence."""
import nltk
# Ensure that the necessary NLTK resources are downloaded
nltk.download("words", quiet=True)
nltk.download("punkt", quiet=True)
nltk.download("averaged_perceptron_tagger", quiet=True)
from nltk.tag import pos_tag
from nltk.tokenize import word_tokenize
# Tokenize the sentence into words
tokens = word_tokenize(sentence)
# Tag each word with its corresponding POS tag
pos_tags = pos_tag(tokens)
return pos_tags
def get_anonymous_id():
"""Creates or reads a anonymous user id"""
tracking_id = os.getenv("TRACKING_ID", None)

309
cognee/tasks/graph/infer_data_ontology.py
View file

@ -1,309 +0,0 @@
# PROPOSED TO BE DEPRECATED
"""This module contains the OntologyEngine class which is responsible for adding graph ontology from a JSON or CSV file."""
import csv
import json
from cognee.shared.logging_utils import get_logger
from datetime import datetime, timezone
from fastapi import status
from typing import Any, Dict, List, Optional, Union, Type
import aiofiles
import pandas as pd
from pydantic import BaseModel
from cognee.modules.graph.exceptions import EntityNotFoundError
from cognee.modules.ingestion.exceptions import IngestionError
from cognee.infrastructure.data.chunking.config import get_chunk_config
from cognee.infrastructure.data.chunking.get_chunking_engine import get_chunk_engine
from cognee.infrastructure.databases.graph.get_graph_engine import get_graph_engine
from cognee.infrastructure.files.utils.extract_text_from_file import extract_text_from_file
from cognee.infrastructure.files.utils.guess_file_type import guess_file_type, FileTypeException
from cognee.modules.data.methods.add_model_class_to_graph import (
add_model_class_to_graph,
)
from cognee.tasks.graph.models import NodeModel, GraphOntology
from cognee.shared.data_models import KnowledgeGraph
from cognee.modules.engine.utils import generate_node_id, generate_node_name
from cognee.infrastructure.llm.LLMGateway import LLMGateway
logger = get_logger("task:infer_data_ontology")
async def extract_ontology(content: str, response_model: Type[BaseModel]):
"""
Extracts structured ontology from the provided content using a pre-defined LLM client.
This asynchronous function retrieves a system prompt from a file and utilizes an LLM
client to create a structured output based on the input content and specified response
model.
Parameters:
-----------
- content (str): The content from which to extract the ontology.
- response_model (Type[BaseModel]): The model that defines the structure of the
output ontology.
Returns:
--------
The structured ontology extracted from the content.
"""
system_prompt = LLMGateway.read_query_prompt("extract_ontology.txt")
ontology = await LLMGateway.acreate_structured_output(content, system_prompt, response_model)
return ontology
class OntologyEngine:
"""
Manage ontology data and operations for graph structures, providing methods for data
loading, flattening models, and adding ontological relationships to a graph database.
Public methods:
- flatten_model
- recursive_flatten
- load_data
- add_graph_ontology
"""
async def flatten_model(
self, model: NodeModel, parent_id: Optional[str] = None
) -> Dict[str, Any]:
"""
Flatten the model to a dictionary including optional parent ID and relationship details
if available.
Parameters:
-----------
- model (NodeModel): The NodeModel instance to flatten.
- parent_id (Optional[str]): An optional ID of the parent node for hierarchical
purposes. (default None)
Returns:
--------
- Dict[str, Any]: A dictionary representation of the model with flattened
attributes.
"""
result = model.dict()
result["parent_id"] = parent_id
if model.default_relationship:
result.update(
{
"relationship_type": model.default_relationship.type,
"relationship_source": model.default_relationship.source,
"relationship_target": model.default_relationship.target,
}
)
return result
async def recursive_flatten(
self, items: Union[List[Dict[str, Any]], Dict[str, Any]], parent_id: Optional[str] = None
) -> List[Dict[str, Any]]:
"""
Recursively flatten a hierarchical structure of models into a flat list of dictionaries.
Parameters:
-----------
- items (Union[List[Dict[str, Any]], Dict[str, Any]]): A list or dictionary
containing models to flatten.
- parent_id (Optional[str]): An optional ID of the parent node to maintain hierarchy
during flattening. (default None)
Returns:
--------
- List[Dict[str, Any]]: A flat list of dictionaries representing the hierarchical
model structure.
"""
flat_list = []
if isinstance(items, list):
for item in items:
flat_list.extend(await self.recursive_flatten(item, parent_id))
elif isinstance(items, dict):
model = NodeModel.model_validate(items)
flat_list.append(await self.flatten_model(model, parent_id))
for child in model.children:
flat_list.extend(await self.recursive_flatten(child, model.node_id))
return flat_list
async def load_data(self, file_path: str) -> Union[List[Dict[str, Any]], Dict[str, Any]]:
"""
Load data from a specified JSON or CSV file and return it in a structured format.
Parameters:
-----------
- file_path (str): The path to the file to load data from.
Returns:
--------
- Union[List[Dict[str, Any]], Dict[str, Any]]: Parsed data from the file as either a
list of dictionaries or a single dictionary depending on content type.
"""
try:
if file_path.endswith(".json"):
async with aiofiles.open(file_path, mode="r") as f:
data = await f.read()
return json.loads(data)
elif file_path.endswith(".csv"):
async with aiofiles.open(file_path, mode="r") as f:
content = await f.read()
reader = csv.DictReader(content.splitlines())
return list(reader)
else:
raise IngestionError(message="Unsupported file format")
except Exception as e:
raise IngestionError(
message=f"Failed to load data from {file_path}: {e}",
status_code=status.HTTP_422_UNPROCESSABLE_ENTITY,
)
async def add_graph_ontology(self, file_path: str = None, documents: list = None):
"""
Add graph ontology from a JSON or CSV file, or infer relationships from provided
document content. Raise exceptions for invalid file types or missing entities.
Parameters:
-----------
- file_path (str): Optional path to a file containing data to be loaded. (default
None)
- documents (list): Optional list of document objects for content extraction if no
file path is provided. (default None)
"""
if file_path is None:
initial_chunks_and_ids = []
chunk_config = get_chunk_config()
chunk_engine = get_chunk_engine()
chunk_strategy = chunk_config.chunk_strategy
for base_file in documents:
with open(base_file.raw_data_location, "rb") as file:
try:
file_type = guess_file_type(file)
text = extract_text_from_file(file, file_type)
subchunks, chunks_with_ids = chunk_engine.chunk_data(
chunk_strategy,
text,
chunk_config.chunk_size,
chunk_config.chunk_overlap,
)
if chunks_with_ids[0][0] == 1:
initial_chunks_and_ids.append({base_file.id: chunks_with_ids})
except FileTypeException:
logger.warning(
"File (%s) has an unknown file type. We are skipping it.", file["id"]
)
ontology = await extract_ontology(str(initial_chunks_and_ids), GraphOntology)
graph_client = await get_graph_engine()
await graph_client.add_nodes(
[
(
node.id,
dict(
uuid=generate_node_id(node.id),
name=generate_node_name(node.name),
type=generate_node_id(node.id),
description=node.description,
updated_at=datetime.now(timezone.utc).strftime("%Y-%m-%d %H:%M:%S"),
),
)
for node in ontology.nodes
]
)
await graph_client.add_edges(
(
generate_node_id(edge.source_id),
generate_node_id(edge.target_id),
edge.relationship_type,
dict(
source_node_id=generate_node_id(edge.source_id),
target_node_id=generate_node_id(edge.target_id),
relationship_name=edge.relationship_type,
updated_at=datetime.now(timezone.utc).strftime("%Y-%m-%d %H:%M:%S"),
),
)
for edge in ontology.edges
)
else:
dataset_level_information = documents[0][1]
# Extract the list of valid IDs from the explanations
valid_ids = {item["id"] for item in dataset_level_information}
try:
data = await self.load_data(file_path)
flt_ontology = await self.recursive_flatten(data)
df = pd.DataFrame(flt_ontology)
graph_client = await get_graph_engine()
for _, row in df.iterrows():
node_data = row.to_dict()
node_id = node_data.pop("node_id", None)
if node_id in valid_ids:
await graph_client.add_node(node_id, node_data)
if node_id not in valid_ids:
raise EntityNotFoundError(
message=f"Node ID {node_id} not found in the dataset"
)
if pd.notna(row.get("relationship_source")) and pd.notna(
row.get("relationship_target")
):
await graph_client.add_edge(
row["relationship_source"],
row["relationship_target"],
relationship_name=row["relationship_type"],
edge_properties={
"source_node_id": row["relationship_source"],
"target_node_id": row["relationship_target"],
"relationship_name": row["relationship_type"],
"updated_at": datetime.now(timezone.utc).strftime(
"%Y-%m-%d %H:%M:%S"
),
},
)
return
except Exception as e:
raise RuntimeError(f"Failed to add graph ontology from {file_path}: {e}") from e
async def infer_data_ontology(documents, ontology_model=KnowledgeGraph, root_node_id=None):
"""
Infer data ontology from provided documents and optionally add it to a graph.
Parameters:
-----------
- documents: The documents from which to infer the ontology.
- ontology_model: The ontology model to use for the inference, defaults to
KnowledgeGraph. (default KnowledgeGraph)
- root_node_id: An optional root node identifier for the ontology. (default None)
"""
if ontology_model == KnowledgeGraph:
ontology_engine = OntologyEngine()
root_node_id = await ontology_engine.add_graph_ontology(documents=documents)
else:
graph_engine = await get_graph_engine()
await add_model_class_to_graph(ontology_model, graph_engine)
yield (documents, root_node_id)

273
poetry.lock generated
View file

@ -4,9 +4,10 @@
name = "aiobotocore"
version = "2.24.2"
description = "Async client for aws services using botocore and aiohttp"
optional = false
optional = true
python-versions = ">=3.9"
groups = ["main"]
markers = "extra == \"aws\""
files = [
{file = "aiobotocore-2.24.2-py3-none-any.whl", hash = "sha256:808c63b2bd344b91e2f2acb874831118a9f53342d248acd16a68455a226e283a"},
{file = "aiobotocore-2.24.2.tar.gz", hash = "sha256:dfb21bdb2610e8de4d22f401e91a24d50f1330a302d03c62c485757becd439a9"},
@ -164,9 +165,10 @@ speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>
name = "aioitertools"
version = "0.12.0"
description = "itertools and builtins for AsyncIO and mixed iterables"
optional = false
optional = true
python-versions = ">=3.8"
groups = ["main"]
markers = "extra == \"aws\""
files = [
{file = "aioitertools-0.12.0-py3-none-any.whl", hash = "sha256:fc1f5fac3d737354de8831cbba3eb04f79dd649d8f3afb4c5b114925e662a796"},
{file = "aioitertools-0.12.0.tar.gz", hash = "sha256:c2a9055b4fbb7705f561b9d86053e8af5d10cc845d22c32008c43490b2d8dd6b"},
@ -576,9 +578,10 @@ dev = ["backports.zoneinfo ; python_version < \"3.9\"", "freezegun (>=1.0,<2.0)"
name = "backoff"
version = "2.2.1"
description = "Function decoration for backoff and retry"
optional = false
optional = true
python-versions = ">=3.7,<4.0"
groups = ["main"]
markers = "extra == \"deepeval\" or extra == \"posthog\" or extra == \"chromadb\" or extra == \"docs\" or extra == \"monitoring\""
files = [
{file = "backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8"},
{file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
@ -609,9 +612,10 @@ extras = ["regex"]
name = "baml-py"
version = "0.206.0"
description = "BAML python bindings (pyproject.toml)"
optional = false
optional = true
python-versions = "*"
groups = ["main"]
markers = "extra == \"baml\""
files = [
{file = "baml_py-0.206.0-cp38-abi3-macosx_10_12_x86_64.whl", hash = "sha256:d9e95f0b481a18ae6936d720b8fc609baec4ea1eabbdde48f1536ffc94ebf39f"},
{file = "baml_py-0.206.0-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:0f698127da030b728c7aa2641c3164a3ab19779594019234361dd48f0784f195"},
@ -759,9 +763,10 @@ css = ["tinycss2 (>=1.1.0,<1.5)"]
name = "boto3"
version = "1.40.18"
description = "The AWS SDK for Python"
optional = false
optional = true
python-versions = ">=3.9"
groups = ["main"]
markers = "extra == \"neptune\" or extra == \"aws\""
files = [
{file = "boto3-1.40.18-py3-none-any.whl", hash = "sha256:daa776ba1251a7458c9d6c7627873d0c2460c8e8272d35759065580e9193700a"},
{file = "boto3-1.40.18.tar.gz", hash = "sha256:64301d39adecc154e3e595eaf0d4f28998ef0a5551f1d033aeac51a9e1a688e5"},
@ -779,9 +784,10 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
name = "botocore"
version = "1.40.18"
description = "Low-level, data-driven core of boto 3."
optional = false
optional = true
python-versions = ">=3.9"
groups = ["main"]
markers = "extra == \"neptune\" or extra == \"aws\""
files = [
{file = "botocore-1.40.18-py3-none-any.whl", hash = "sha256:57025c46ca00cf8cec25de07a759521bfbfb3036a0f69b272654a354615dc45f"},
{file = "botocore-1.40.18.tar.gz", hash = "sha256:afd69bdadd8c55cc89d69de0799829e555193a352d87867f746e19020271cc0f"},
@ -945,9 +951,10 @@ pycparser = {version = "*", markers = "implementation_name != \"PyPy\""}
name = "cfgv"
version = "3.4.0"
description = "Validate configuration and produce human readable error messages."
optional = false
optional = true
python-versions = ">=3.8"
groups = ["main"]
markers = "extra == \"dev\""
files = [
{file = "cfgv-3.4.0-py2.py3-none-any.whl", hash = "sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9"},
{file = "cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560"},
@ -1150,7 +1157,7 @@ description = "Cross-platform colored terminal text."
optional = false
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
groups = ["main"]
markers = "(platform_system == \"Windows\" or sys_platform == \"win32\" or os_name == \"nt\" or extra == \"llama-index\" or extra == \"dev\") and (platform_system == \"Windows\" or sys_platform == \"win32\" or extra == \"llama-index\" or extra == \"dev\" or extra == \"chromadb\") and (platform_system == \"Windows\" or python_version <= \"3.12\" or extra == \"notebook\" or extra == \"dev\" or extra == \"llama-index\" or extra == \"deepeval\" or extra == \"chromadb\") and (platform_system == \"Windows\" or extra == \"notebook\" or extra == \"dev\" or extra == \"llama-index\" or extra == \"deepeval\" or extra == \"chromadb\" or extra == \"codegraph\")"
markers = "(platform_system == \"Windows\" or sys_platform == \"win32\" or extra == \"llama-index\" or extra == \"dev\" or os_name == \"nt\") and (platform_system == \"Windows\" or sys_platform == \"win32\" or extra == \"llama-index\" or extra == \"dev\" or extra == \"chromadb\")"
files = [
{file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
{file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
@ -1194,10 +1201,10 @@ test = ["pytest"]
name = "contourpy"
version = "1.3.2"
description = "Python library for calculating contours of 2D quadrilateral grids"
optional = false
optional = true
python-versions = ">=3.10"
groups = ["main"]
markers = "python_version == \"3.10\""
markers = "python_version == \"3.10\" and extra == \"evals\""
files = [
{file = "contourpy-1.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ba38e3f9f330af820c4b27ceb4b9c7feee5fe0493ea53a8720f4792667465934"},
{file = "contourpy-1.3.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:dc41ba0714aa2968d1f8674ec97504a8f7e334f48eeacebcaa6256213acb0989"},
@ -1272,10 +1279,10 @@ test-no-images = ["pytest", "pytest-cov", "pytest-rerunfailures", "pytest-xdist"
name = "contourpy"
version = "1.3.3"
description = "Python library for calculating contours of 2D quadrilateral grids"
optional = false
optional = true
python-versions = ">=3.11"
groups = ["main"]
markers = "python_version >= \"3.11\""
markers = "python_version >= \"3.11\" and extra == \"evals\""
files = [
{file = "contourpy-1.3.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:709a48ef9a690e1343202916450bc48b9e51c049b089c7f79a267b46cffcdaa1"},
{file = "contourpy-1.3.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:23416f38bfd74d5d28ab8429cc4d63fa67d5068bd711a85edb1c3fb0c3e2f381"},
@ -1576,9 +1583,10 @@ files = [
name = "cycler"
version = "0.12.1"
description = "Composable style cycles"
optional = false
optional = true
python-versions = ">=3.8"
groups = ["main"]
markers = "extra == \"evals\""
files = [
{file = "cycler-0.12.1-py3-none-any.whl", hash = "sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30"},
{file = "cycler-0.12.1.tar.gz", hash = "sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c"},
@ -1847,9 +1855,10 @@ files = [
name = "distlib"
version = "0.4.0"
description = "Distribution utilities"
optional = false
optional = true
python-versions = "*"
groups = ["main"]
markers = "extra == \"dev\""
files = [
{file = "distlib-0.4.0-py2.py3-none-any.whl", hash = "sha256:9659f7d87e46584a30b5780e43ac7a2143098441670ff0a49d5f9034c54a6c16"},
{file = "distlib-0.4.0.tar.gz", hash = "sha256:feec40075be03a04501a973d81f633735b4b69f98b05450592310c0f401a4e0d"},
@ -1871,9 +1880,10 @@ files = [
name = "dlt"
version = "1.16.0"
description = "dlt is an open-source python-first scalable data loading library that does not require any backend to run."
optional = false
optional = true
python-versions = "<3.15,>=3.9.2"
groups = ["main"]
markers = "extra == \"dlt\""
files = [
{file = "dlt-1.16.0-py3-none-any.whl", hash = "sha256:882ef281bbdc32eaba3b5ced984a8ed7014d8978fd7ab4a58b198023c8938c9f"},
{file = "dlt-1.16.0.tar.gz", hash = "sha256:113d17a3f27aa4f41c3438b0b032a68d30db195d8415a471ba43a9502e971a21"},
@ -2178,10 +2188,9 @@ sqlalchemy = {version = ">=2.0.0,<2.1.0", extras = ["asyncio"]}
name = "fastembed"
version = "0.6.0"
description = "Fast, light, accurate library built for retrieval embedding generation"
optional = true
optional = false
python-versions = ">=3.9.0"
groups = ["main"]
markers = "extra == \"codegraph\" and python_version <= \"3.12\""
files = [
{file = "fastembed-0.6.0-py3-none-any.whl", hash = "sha256:a08385e9388adea0529a586004f2d588c9787880a510e4e5d167127a11e75328"},
{file = "fastembed-0.6.0.tar.gz", hash = "sha256:5c9ead25f23449535b07243bbe1f370b820dcc77ec2931e61674e3fe7ff24733"},
@ -2194,8 +2203,12 @@ mmh3 = ">=4.1.0,<6.0.0"
numpy = [
{version = ">=1.21", markers = "python_version >= \"3.10\" and python_version < \"3.12\""},
{version = ">=1.26", markers = "python_version == \"3.12\""},
{version = ">=2.1.0", markers = "python_version >= \"3.13\""},
]
onnxruntime = [
{version = ">=1.17.0,<1.20.0 || >1.20.0", markers = "python_version >= \"3.10\" and python_version < \"3.13\""},
{version = ">1.20.0", markers = "python_version >= \"3.13\""},
]
onnxruntime = {version = ">=1.17.0,<1.20.0 || >1.20.0", markers = "python_version >= \"3.10\" and python_version < \"3.13\""}
pillow = ">=10.3.0,<12.0.0"
py-rust-stemmers = ">=0.1.0,<0.2.0"
requests = ">=2.31,<3.0"
@ -2292,9 +2305,10 @@ files = [
name = "fonttools"
version = "4.60.0"
description = "Tools to manipulate font files"
optional = false
optional = true
python-versions = ">=3.9"
groups = ["main"]
markers = "extra == \"evals\""
files = [
{file = "fonttools-4.60.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:151282a235c36024168c21c02193e939e8b28c73d5fa0b36ae1072671d8fa134"},
{file = "fonttools-4.60.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:3f32cc42d485d9b1546463b9a7a92bdbde8aef90bac3602503e04c2ddb27e164"},
@ -2581,9 +2595,10 @@ dev = ["flake8", "markdown", "twine", "wheel"]
name = "gitdb"
version = "4.0.12"
description = "Git Object Database"
optional = false
optional = true
python-versions = ">=3.7"
groups = ["main"]
markers = "extra == \"dlt\" or extra == \"dev\""
files = [
{file = "gitdb-4.0.12-py3-none-any.whl", hash = "sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf"},
{file = "gitdb-4.0.12.tar.gz", hash = "sha256:5ef71f855d191a3326fcfbc0d5da835f26b13fbcba60c32c21091c349ffdb571"},
@ -2596,9 +2611,10 @@ smmap = ">=3.0.1,<6"
name = "gitpython"
version = "3.1.45"
description = "GitPython is a Python library used to interact with Git repositories"
optional = false
optional = true
python-versions = ">=3.7"
groups = ["main"]
markers = "extra == \"dlt\" or extra == \"dev\""
files = [
{file = "gitpython-3.1.45-py3-none-any.whl", hash = "sha256:8908cb2e02fb3b93b7eb0f2827125cb699869470432cc885f019b8fd0fccff77"},
{file = "gitpython-3.1.45.tar.gz", hash = "sha256:85b0ee964ceddf211c41b9f27a49086010a190fd8132a24e21f362a4b36a791c"},
@ -2615,9 +2631,10 @@ test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock ; python_version < \"3.
name = "giturlparse"
version = "0.12.0"
description = "A Git URL parsing module (supports parsing and rewriting)"
optional = false
optional = true
python-versions = ">=3.8"
groups = ["main"]
markers = "extra == \"dlt\""
files = [
{file = "giturlparse-0.12.0-py2.py3-none-any.whl", hash = "sha256:412b74f2855f1da2fefa89fd8dde62df48476077a72fc19b62039554d27360eb"},
{file = "giturlparse-0.12.0.tar.gz", hash = "sha256:c0fff7c21acc435491b1779566e038757a205c1ffdcb47e4f81ea52ad8c3859a"},
@ -3110,9 +3127,10 @@ hyperframe = ">=6.1,<7"
name = "hexbytes"
version = "1.3.1"
description = "hexbytes: Python `bytes` subclass that decodes hex, with a readable console output"
optional = false
optional = true
python-versions = "<4,>=3.8"
groups = ["main"]
markers = "extra == \"dlt\""
files = [
{file = "hexbytes-1.3.1-py3-none-any.whl", hash = "sha256:da01ff24a1a9a2b1881c4b85f0e9f9b0f51b526b379ffa23832ae7899d29c2c7"},
{file = "hexbytes-1.3.1.tar.gz", hash = "sha256:a657eebebdfe27254336f98d8af6e2236f3f83aed164b87466b6cf6c5f5a4765"},
@ -3371,9 +3389,10 @@ pyreadline3 = {version = "*", markers = "sys_platform == \"win32\" and python_ve
name = "humanize"
version = "4.13.0"
description = "Python humanize utilities"
optional = false
optional = true
python-versions = ">=3.9"
groups = ["main"]
markers = "extra == \"dlt\""
files = [
{file = "humanize-4.13.0-py3-none-any.whl", hash = "sha256:b810820b31891813b1673e8fec7f1ed3312061eab2f26e3fa192c393d11ed25f"},
{file = "humanize-4.13.0.tar.gz", hash = "sha256:78f79e68f76f0b04d711c4e55d32bebef5be387148862cb1ef83d2b58e7935a0"},
@ -3399,9 +3418,10 @@ files = [
name = "identify"
version = "2.6.14"
description = "File identification library for Python"
optional = false
optional = true
python-versions = ">=3.9"
groups = ["main"]
markers = "extra == \"dev\""
files = [
{file = "identify-2.6.14-py2.py3-none-any.whl", hash = "sha256:11a073da82212c6646b1f39bb20d4483bfb9543bd5566fec60053c4bb309bf2e"},
{file = "identify-2.6.14.tar.gz", hash = "sha256:663494103b4f717cb26921c52f8751363dc89db64364cd836a9bf1535f53cd6a"},
@ -3834,9 +3854,10 @@ files = [
name = "jmespath"
version = "1.0.1"
description = "JSON Matching Expressions"
optional = false
optional = true
python-versions = ">=3.7"
groups = ["main"]
markers = "extra == \"neptune\" or extra == \"aws\""
files = [
{file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
{file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
@ -3902,9 +3923,10 @@ jsonpointer = ">=1.9"
name = "jsonpath-ng"
version = "1.7.0"
description = "A final implementation of JSONPath for Python that aims to be standard compliant, including arithmetic and binary comparison operators and providing clear AST for metaprogramming."
optional = false
optional = true
python-versions = "*"
groups = ["main"]
markers = "extra == \"dlt\""
files = [
{file = "jsonpath-ng-1.7.0.tar.gz", hash = "sha256:f6f5f7fd4e5ff79c785f1573b394043b39849fb2bb47bcead935d12b00beab3c"},
]
@ -4212,9 +4234,10 @@ test = ["hatch", "ipykernel", "openapi-core (>=0.18.0,<0.19.0)", "openapi-spec-v
name = "kiwisolver"
version = "1.4.9"
description = "A fast implementation of the Cassowary constraint solver"
optional = false
optional = true
python-versions = ">=3.10"
groups = ["main"]
markers = "extra == \"evals\""
files = [
{file = "kiwisolver-1.4.9-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b4b4d74bda2b8ebf4da5bd42af11d02d04428b2c32846e4c2c93219df8a7987b"},
{file = "kiwisolver-1.4.9-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:fb3b8132019ea572f4611d770991000d7f58127560c4889729248eb5852a102f"},
@ -4555,9 +4578,10 @@ six = "*"
name = "langfuse"
version = "2.60.10"
description = "A client library for accessing langfuse"
optional = false
optional = true
python-versions = "<4.0,>=3.9"
groups = ["main"]
markers = "extra == \"monitoring\""
files = [
{file = "langfuse-2.60.10-py3-none-any.whl", hash = "sha256:815c6369194aa5b2a24f88eb9952f7c3fc863272c41e90642a71f3bc76f4a11f"},
{file = "langfuse-2.60.10.tar.gz", hash = "sha256:a26d0d927a28ee01b2d12bb5b862590b643cc4e60a28de6e2b0c2cfff5dbfc6a"},
@ -4776,10 +4800,9 @@ server = ["starlette (>=0.39.0)", "uvicorn (>=0.32.0)"]
name = "loguru"
version = "0.7.3"
description = "Python logging made (stupidly) simple"
optional = true
optional = false
python-versions = "<4.0,>=3.5"
groups = ["main"]
markers = "extra == \"codegraph\" and python_version <= \"3.12\""
files = [
{file = "loguru-0.7.3-py3-none-any.whl", hash = "sha256:31a33c10c8e1e10422bfd431aeb5d351c7cf7fa671e3c4df004162264b28220c"},
{file = "loguru-0.7.3.tar.gz", hash = "sha256:19480589e77d47b8d85b2c827ad95d49bf31b0dcde16593892eb51dd18706eb6"},
@ -5130,9 +5153,10 @@ tests = ["pytest", "simplejson"]
name = "matplotlib"
version = "3.10.6"
description = "Python plotting package"
optional = false
optional = true
python-versions = ">=3.10"
groups = ["main"]
markers = "extra == \"evals\""
files = [
{file = "matplotlib-3.10.6-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:bc7316c306d97463a9866b89d5cc217824e799fa0de346c8f68f4f3d27c8693d"},
{file = "matplotlib-3.10.6-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d00932b0d160ef03f59f9c0e16d1e3ac89646f7785165ce6ad40c842db16cc2e"},
@ -5491,10 +5515,9 @@ mkdocstrings = ">=0.26"
name = "mmh3"
version = "5.2.0"
description = "Python extension for MurmurHash (MurmurHash3), a set of fast and robust hash functions."
optional = true
optional = false
python-versions = ">=3.9"
groups = ["main"]
markers = "(extra == \"codegraph\" or extra == \"chromadb\") and (python_version <= \"3.12\" or extra == \"chromadb\")"
files = [
{file = "mmh3-5.2.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:81c504ad11c588c8629536b032940f2a359dda3b6cbfd4ad8f74cb24dcd1b0bc"},
{file = "mmh3-5.2.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0b898cecff57442724a0f52bf42c2de42de63083a91008fb452887e372f9c328"},
@ -6092,9 +6115,10 @@ test-extras = ["pytest-mpl", "pytest-randomly"]
name = "nltk"
version = "3.9.1"
description = "Natural Language Toolkit"
optional = false
optional = true
python-versions = ">=3.8"
groups = ["main"]
markers = "extra == \"llama-index\" or extra == \"docs\""
files = [
{file = "nltk-3.9.1-py3-none-any.whl", hash = "sha256:4fa26829c5b00715afe3061398a8989dc643b92ce7dd93fb4585a70930d168a1"},
{file = "nltk-3.9.1.tar.gz", hash = "sha256:87d127bd3de4bd89a4f81265e5fa59cb1b199b27440175370f7417d2bc7ae868"},
@ -6118,9 +6142,10 @@ twitter = ["twython"]
name = "nodeenv"
version = "1.9.1"
description = "Node.js virtual environment builder"
optional = false
optional = true
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
groups = ["main"]
markers = "extra == \"dev\""
files = [
{file = "nodeenv-1.9.1-py2.py3-none-any.whl", hash = "sha256:ba11c9782d29c27c70ffbdda2d7415098754709be8a7056d79a737cd901155c9"},
{file = "nodeenv-1.9.1.tar.gz", hash = "sha256:6ec12890a2dab7946721edbfbcd91f3319c6ccc9aec47be7c7e6b7011ee6645f"},
@ -6644,10 +6669,10 @@ test = ["pytest (>=8.3.0,<8.4.0)", "pytest-benchmark (>=5.1.0,<5.2.0)", "pytest-
name = "orjson"
version = "3.11.3"
description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
optional = false
optional = true
python-versions = ">=3.9"
groups = ["main"]
markers = "(sys_platform != \"emscripten\" or platform_python_implementation != \"PyPy\" or extra == \"chromadb\") and (sys_platform != \"emscripten\" or extra == \"neptune\" or extra == \"langchain\" or extra == \"chromadb\")"
markers = "(sys_platform != \"emscripten\" or platform_python_implementation != \"PyPy\" or extra == \"chromadb\") and (sys_platform != \"emscripten\" or extra == \"neptune\" or extra == \"langchain\" or extra == \"chromadb\") and (platform_python_implementation != \"PyPy\" or extra == \"chromadb\" or extra == \"dlt\") and (extra == \"neptune\" or extra == \"langchain\" or extra == \"chromadb\" or extra == \"dlt\")"
files = [
{file = "orjson-3.11.3-cp310-cp310-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:29cb1f1b008d936803e2da3d7cba726fc47232c45df531b29edf0b232dd737e7"},
{file = "orjson-3.11.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:97dceed87ed9139884a55db8722428e27bd8452817fbf1869c58b49fecab1120"},
@ -6779,9 +6804,10 @@ lint = ["black"]
name = "pandas"
version = "2.3.2"
description = "Powerful data structures for data analysis, time series, and statistics"
optional = false
optional = true
python-versions = ">=3.9"
groups = ["main"]
markers = "extra == \"docs\" or extra == \"evals\""
files = [
{file = "pandas-2.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:52bc29a946304c360561974c6542d1dd628ddafa69134a7131fdfd6a5d7a1a35"},
{file = "pandas-2.3.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:220cc5c35ffaa764dd5bb17cf42df283b5cb7fdf49e10a7b053a06c9cb48ee2b"},
@ -6909,9 +6935,10 @@ files = [
name = "pathvalidate"
version = "3.3.1"
description = "pathvalidate is a Python library to sanitize/validate a string such as filenames/file-paths/etc."
optional = false
optional = true
python-versions = ">=3.9"
groups = ["main"]
markers = "extra == \"dlt\""
files = [
{file = "pathvalidate-3.3.1-py3-none-any.whl", hash = "sha256:5263baab691f8e1af96092fa5137ee17df5bdfbd6cff1fcac4d6ef4bc2e1735f"},
{file = "pathvalidate-3.3.1.tar.gz", hash = "sha256:b18c07212bfead624345bb8e1d6141cdcf15a39736994ea0b94035ad2b1ba177"},
@ -6926,9 +6953,10 @@ test = ["Faker (>=1.0.8)", "allpairspy (>=2)", "click (>=6.2)", "pytest (>=6.0.1
name = "pendulum"
version = "3.1.0"
description = "Python datetimes made easy"
optional = false
optional = true
python-versions = ">=3.9"
groups = ["main"]
markers = "extra == \"dlt\""
files = [
{file = "pendulum-3.1.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:aa545a59e6517cf43597455a6fb44daa4a6e08473d67a7ad34e4fa951efb9620"},
{file = "pendulum-3.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:299df2da6c490ede86bb8d58c65e33d7a2a42479d21475a54b467b03ccb88531"},
@ -7206,9 +7234,10 @@ kaleido = ["kaleido (>=1.0.0)"]
name = "pluggy"
version = "1.6.0"
description = "plugin and hook calling mechanisms for python"
optional = false
optional = true
python-versions = ">=3.9"
groups = ["main"]
markers = "extra == \"deepeval\" or extra == \"dev\" or extra == \"dlt\""
files = [
{file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
{file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"},
@ -7222,9 +7251,10 @@ testing = ["coverage", "pytest", "pytest-benchmark"]
name = "ply"
version = "3.11"
description = "Python Lex & Yacc"
optional = false
optional = true
python-versions = "*"
groups = ["main"]
markers = "extra == \"dlt\""
files = [
{file = "ply-3.11-py2.py3-none-any.whl", hash = "sha256:096f9b8350b65ebd2fd1346b12452efe5b9607f7482813ffca50c22722a807ce"},
{file = "ply-3.11.tar.gz", hash = "sha256:00c7c1aaa88358b9c765b6d3000c6eec0ba42abca5351b095321aef446081da3"},
@ -7297,9 +7327,10 @@ test = ["anthropic", "coverage", "django", "flake8", "freezegun (==1.5.1)", "lan
name = "pre-commit"
version = "4.3.0"
description = "A framework for managing and maintaining multi-language pre-commit hooks."
optional = false
optional = true
python-versions = ">=3.9"
groups = ["main"]
markers = "extra == \"dev\""
files = [
{file = "pre_commit-4.3.0-py2.py3-none-any.whl", hash = "sha256:2b0747ad7e6e967169136edffee14c16e148a778a54e4f967921aa1ebf2308d8"},
{file = "pre_commit-4.3.0.tar.gz", hash = "sha256:499fe450cc9d42e9d58e606262795ecb64dd05438943c62b66f6a8673da30b16"},
@ -7667,10 +7698,9 @@ bcrypt = ["bcrypt (>=4.1.2,<5)"]
name = "py-rust-stemmers"
version = "0.1.5"
description = "Fast and parallel snowball stemmer"
optional = true
optional = false
python-versions = "*"
groups = ["main"]
markers = "extra == \"codegraph\" and python_version <= \"3.12\""
files = [
{file = "py_rust_stemmers-0.1.5-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:bfbd9034ae00419ff2154e33b8f5b4c4d99d1f9271f31ed059e5c7e9fa005844"},
{file = "py_rust_stemmers-0.1.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c7162ae66df2bb0fc39b350c24a049f5f5151c03c046092ba095c2141ec223a2"},
@ -8268,66 +8298,6 @@ files = [
[package.extras]
dev = ["build", "flake8", "mypy", "pytest", "twine"]
[[package]]
name = "pyside6"
version = "6.9.2"
description = "Python bindings for the Qt cross-platform application and UI framework"
optional = true
python-versions = "<3.14,>=3.9"
groups = ["main"]
markers = "extra == \"gui\""
files = [
{file = "pyside6-6.9.2-cp39-abi3-macosx_12_0_universal2.whl", hash = "sha256:71245c76bfbe5c41794ffd8546730ec7cc869d4bbe68535639e026e4ef8a7714"},
{file = "pyside6-6.9.2-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:64a9e2146e207d858e00226f68d7c1b4ab332954742a00dcabb721bb9e4aa0cd"},
{file = "pyside6-6.9.2-cp39-abi3-manylinux_2_39_aarch64.whl", hash = "sha256:a78fad16241a1f2ed0fa0098cf3d621f591fc75b4badb7f3fa3959c9d861c806"},
{file = "pyside6-6.9.2-cp39-abi3-win_amd64.whl", hash = "sha256:d1afbf48f9a5612b9ee2dc7c384c1a65c08b5830ba5e7d01f66d82678e5459df"},
{file = "pyside6-6.9.2-cp39-abi3-win_arm64.whl", hash = "sha256:1499b1d7629ab92119118e2636b4ace836b25e457ddf01003fdca560560b8c0a"},
]
[package.dependencies]
PySide6_Addons = "6.9.2"
PySide6_Essentials = "6.9.2"
shiboken6 = "6.9.2"
[[package]]
name = "pyside6-addons"
version = "6.9.2"
description = "Python bindings for the Qt cross-platform application and UI framework (Addons)"
optional = true
python-versions = "<3.14,>=3.9"
groups = ["main"]
markers = "extra == \"gui\""
files = [
{file = "pyside6_addons-6.9.2-cp39-abi3-macosx_12_0_universal2.whl", hash = "sha256:7019fdcc0059626eb1608b361371f4dc8cb7f2d02f066908fd460739ff5a07cd"},
{file = "pyside6_addons-6.9.2-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:24350e5415317f269e743d1f7b4933fe5f59d90894aa067676c9ce6bfe9e7988"},
{file = "pyside6_addons-6.9.2-cp39-abi3-manylinux_2_39_aarch64.whl", hash = "sha256:af8dee517de8d336735a6543f7dd496eb580e852c14b4d2304b890e2a29de499"},
{file = "pyside6_addons-6.9.2-cp39-abi3-win_amd64.whl", hash = "sha256:98d2413904ee4b2b754b077af7875fa6ec08468c01a6628a2c9c3d2cece4874f"},
{file = "pyside6_addons-6.9.2-cp39-abi3-win_arm64.whl", hash = "sha256:b430cae782ff1a99fb95868043557f22c31b30c94afb9cf73278584e220a2ab6"},
]
[package.dependencies]
PySide6_Essentials = "6.9.2"
shiboken6 = "6.9.2"
[[package]]
name = "pyside6-essentials"
version = "6.9.2"
description = "Python bindings for the Qt cross-platform application and UI framework (Essentials)"
optional = true
python-versions = "<3.14,>=3.9"
groups = ["main"]
markers = "extra == \"gui\""
files = [
{file = "pyside6_essentials-6.9.2-cp39-abi3-macosx_12_0_universal2.whl", hash = "sha256:713eb8dcbb016ff10e6fca129c1bf2a0fd8cfac979e689264e0be3b332f9398e"},
{file = "pyside6_essentials-6.9.2-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:84b8ca4fa56506e2848bdb4c7a0851a5e7adcb916bef9bce25ce2eeb6c7002cc"},
{file = "pyside6_essentials-6.9.2-cp39-abi3-manylinux_2_39_aarch64.whl", hash = "sha256:d0f701503974bd51b408966539aa6956f3d8536e547ea8002fbfb3d77796bbc3"},
{file = "pyside6_essentials-6.9.2-cp39-abi3-win_amd64.whl", hash = "sha256:b2f746f795138ac63eb173f9850a6db293461a1b6ce22cf6dafac7d194a38951"},
{file = "pyside6_essentials-6.9.2-cp39-abi3-win_arm64.whl", hash = "sha256:ecd7b5cd9e271f397fb89a6357f4ec301d8163e50869c6c557f9ccc6bed42789"},
]
[package.dependencies]
shiboken6 = "6.9.2"
[[package]]
name = "pysocks"
version = "1.7.1"
@ -8621,9 +8591,10 @@ XlsxWriter = ">=0.5.7"
name = "pytz"
version = "2025.2"
description = "World timezone definitions, modern and historical"
optional = false
optional = true
python-versions = "*"
groups = ["main"]
markers = "extra == \"neo4j\" or extra == \"graphiti\" or extra == \"docs\" or extra == \"evals\" or extra == \"dlt\""
files = [
{file = "pytz-2025.2-py2.py3-none-any.whl", hash = "sha256:5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00"},
{file = "pytz-2025.2.tar.gz", hash = "sha256:360b9e3dbb49a209c21ad61809c7fb453643e048b38924c765813546746e81c3"},
@ -8636,7 +8607,7 @@ description = "Python for Window Extensions"
optional = false
python-versions = "*"
groups = ["main"]
markers = "sys_platform == \"win32\" or platform_system == \"Windows\""
markers = "(sys_platform == \"win32\" or platform_system == \"Windows\") and (platform_python_implementation != \"PyPy\" or platform_system == \"Windows\" or extra == \"dlt\")"
files = [
{file = "pywin32-311-cp310-cp310-win32.whl", hash = "sha256:d03ff496d2a0cd4a5893504789d4a15399133fe82517455e78bad62efbb7f0a3"},
{file = "pywin32-311-cp310-cp310-win_amd64.whl", hash = "sha256:797c2772017851984b97180b0bebe4b620bb86328e8a884bb626156295a63b3b"},
@ -8863,19 +8834,6 @@ files = [
[package.dependencies]
cffi = {version = "*", markers = "implementation_name == \"pypy\""}
[[package]]
name = "qasync"
version = "0.27.1"
description = "Python library for using asyncio in Qt-based applications"
optional = true
python-versions = ">=3.8,<4.0"
groups = ["main"]
markers = "extra == \"gui\""
files = [
{file = "qasync-0.27.1-py3-none-any.whl", hash = "sha256:5d57335723bc7d9b328dadd8cb2ed7978640e4bf2da184889ce50ee3ad2602c7"},
{file = "qasync-0.27.1.tar.gz", hash = "sha256:8dc768fd1ee5de1044c7c305eccf2d39d24d87803ea71189d4024fb475f4985f"},
]
[[package]]
name = "rapidfuzz"
version = "3.14.1"
@ -9231,9 +9189,10 @@ requests = ">=2.0.1,<3.0.0"
name = "requirements-parser"
version = "0.13.0"
description = "This is a small Python module for parsing Pip requirement files."
optional = false
optional = true
python-versions = "<4.0,>=3.8"
groups = ["main"]
markers = "extra == \"dlt\""
files = [
{file = "requirements_parser-0.13.0-py3-none-any.whl", hash = "sha256:2b3173faecf19ec5501971b7222d38f04cb45bb9d87d0ad629ca71e2e62ded14"},
{file = "requirements_parser-0.13.0.tar.gz", hash = "sha256:0843119ca2cb2331de4eb31b10d70462e39ace698fd660a915c247d2301a4418"},
@ -9313,9 +9272,10 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
name = "rich-argparse"
version = "1.7.1"
description = "Rich help formatters for argparse and optparse"
optional = false
optional = true
python-versions = ">=3.8"
groups = ["main"]
markers = "extra == \"dlt\""
files = [
{file = "rich_argparse-1.7.1-py3-none-any.whl", hash = "sha256:a8650b42e4a4ff72127837632fba6b7da40784842f08d7395eb67a9cbd7b4bf9"},
{file = "rich_argparse-1.7.1.tar.gz", hash = "sha256:d7a493cde94043e41ea68fb43a74405fa178de981bf7b800f7a3bd02ac5c27be"},
@ -9539,9 +9499,10 @@ files = [
name = "s3fs"
version = "2025.3.2"
description = "Convenient Filesystem interface over S3"
optional = false
optional = true
python-versions = ">=3.9"
groups = ["main"]
markers = "extra == \"aws\""
files = [
{file = "s3fs-2025.3.2-py3-none-any.whl", hash = "sha256:81eae3f37b4b04bcc08845d7bcc607c6ca45878813ef7e6a28d77b2688417130"},
{file = "s3fs-2025.3.2.tar.gz", hash = "sha256:6798f896ec76dd3bfd8beb89f0bb7c5263cb2760e038bae0978505cd172a307c"},
@ -9563,9 +9524,10 @@ boto3 = ["aiobotocore[boto3] (>=2.5.4,<3.0.0)"]
name = "s3transfer"
version = "0.13.1"
description = "An Amazon S3 Transfer Manager"
optional = false
optional = true
python-versions = ">=3.9"
groups = ["main"]
markers = "extra == \"neptune\" or extra == \"aws\""
files = [
{file = "s3transfer-0.13.1-py3-none-any.whl", hash = "sha256:a981aa7429be23fe6dfc13e80e4020057cbab622b08c0315288758d67cabc724"},
{file = "s3transfer-0.13.1.tar.gz", hash = "sha256:c3fdba22ba1bd367922f27ec8032d6a1cf5f10c934fb5d68cf60fd5a23d936cf"},
@ -9822,9 +9784,10 @@ test = ["Cython", "array-api-strict (>=2.3.1)", "asv", "gmpy2", "hypothesis (>=6
name = "semver"
version = "3.0.4"
description = "Python helper for Semantic Versioning (https://semver.org)"
optional = false
optional = true
python-versions = ">=3.7"
groups = ["main"]
markers = "extra == \"dlt\""
files = [
{file = "semver-3.0.4-py3-none-any.whl", hash = "sha256:9c824d87ba7f7ab4a1890799cec8596f15c1241cb473404ea1cb0c55e4b04746"},
{file = "semver-3.0.4.tar.gz", hash = "sha256:afc7d8c584a5ed0a11033af086e8af226a9c0b206f313e0301f8dd7b6b589602"},
@ -9852,9 +9815,10 @@ win32 = ["pywin32 ; sys_platform == \"win32\""]
name = "sentry-sdk"
version = "2.38.0"
description = "Python client for Sentry (https://sentry.io)"
optional = false
optional = true
python-versions = ">=3.6"
groups = ["main"]
markers = "extra == \"deepeval\" or extra == \"monitoring\""
files = [
{file = "sentry_sdk-2.38.0-py2.py3-none-any.whl", hash = "sha256:2324aea8573a3fa1576df7fb4d65c4eb8d9929c8fa5939647397a07179eef8d0"},
{file = "sentry_sdk-2.38.0.tar.gz", hash = "sha256:792d2af45e167e2f8a3347143f525b9b6bac6f058fb2014720b40b84ccbeb985"},
@ -9911,9 +9875,10 @@ unleash = ["UnleashClient (>=6.0.1)"]
name = "setuptools"
version = "80.9.0"
description = "Easily download, build, install, upgrade, and uninstall Python packages"
optional = false
optional = true
python-versions = ">=3.9"
groups = ["main"]
markers = "extra == \"notebook\" or extra == \"dev\" or extra == \"llama-index\" or extra == \"deepeval\" or extra == \"dlt\""
files = [
{file = "setuptools-80.9.0-py3-none-any.whl", hash = "sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922"},
{file = "setuptools-80.9.0.tar.gz", hash = "sha256:f36b47402ecde768dbfafc46e8e4207b4360c654f1f3bb84475f0a28628fb19c"},
@ -9940,22 +9905,6 @@ files = [
{file = "shellingham-1.5.4.tar.gz", hash = "sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de"},
]
[[package]]
name = "shiboken6"
version = "6.9.2"
description = "Python/C++ bindings helper module"
optional = true
python-versions = "<3.14,>=3.9"
groups = ["main"]
markers = "extra == \"gui\""
files = [
{file = "shiboken6-6.9.2-cp39-abi3-macosx_12_0_universal2.whl", hash = "sha256:8bb1c4326330e53adeac98bfd9dcf57f5173a50318a180938dcc4825d9ca38da"},
{file = "shiboken6-6.9.2-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:3b54c0a12ea1b03b9dc5dcfb603c366e957dc75341bf7cb1cc436d0d848308ee"},
{file = "shiboken6-6.9.2-cp39-abi3-manylinux_2_39_aarch64.whl", hash = "sha256:a5f5985938f5acb604c23536a0ff2efb3cccb77d23da91fbaff8fd8ded3dceb4"},
{file = "shiboken6-6.9.2-cp39-abi3-win_amd64.whl", hash = "sha256:68c33d565cd4732be762d19ff67dfc53763256bac413d392aa8598b524980bc4"},
{file = "shiboken6-6.9.2-cp39-abi3-win_arm64.whl", hash = "sha256:c5b827797b3d89d9b9a3753371ff533fcd4afc4531ca51a7c696952132098054"},
]
[[package]]
name = "sigtools"
version = "4.0.1"
@ -9980,9 +9929,10 @@ tests = ["coverage", "mock", "repeated-test (>=2.2.1)", "sphinx"]
name = "simplejson"
version = "3.20.1"
description = "Simple, fast, extensible JSON encoder/decoder for Python"
optional = false
optional = true
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.5"
groups = ["main"]
markers = "extra == \"dlt\""
files = [
{file = "simplejson-3.20.1-cp27-cp27m-manylinux1_i686.whl", hash = "sha256:f5272b5866b259fe6c33c4a8c5073bf8b359c3c97b70c298a2f09a69b52c7c41"},
{file = "simplejson-3.20.1-cp27-cp27m-manylinux1_x86_64.whl", hash = "sha256:5c0de368f3052a59a1acf21f8b2dd28686a9e4eba2da7efae7ed9554cb31e7bc"},
@ -10112,9 +10062,10 @@ files = [
name = "smmap"
version = "5.0.2"
description = "A pure Python implementation of a sliding window memory map manager"
optional = false
optional = true
python-versions = ">=3.7"
groups = ["main"]
markers = "extra == \"dlt\" or extra == \"dev\""
files = [
{file = "smmap-5.0.2-py3-none-any.whl", hash = "sha256:b30115f0def7d7531d22a0fb6502488d879e75b260a9db4d0819cfb25403af5e"},
{file = "smmap-5.0.2.tar.gz", hash = "sha256:26ea65a03958fa0c8a1c7e8c7a58fdc77221b8910f6be2131affade476898ad5"},
@ -10245,9 +10196,10 @@ sqlcipher = ["sqlcipher3_binary"]
name = "sqlglot"
version = "27.16.3"
description = "An easily customizable SQL parser and transpiler"
optional = false
optional = true
python-versions = ">=3.9"
groups = ["main"]
markers = "extra == \"dlt\""
files = [
{file = "sqlglot-27.16.3-py3-none-any.whl", hash = "sha256:3765ef1da6c9a04dd9e9ab4bcf24ca54daae72d86d693954aed84dbbbff2ff3b"},
{file = "sqlglot-27.16.3.tar.gz", hash = "sha256:bf5cc3b7c90c3682365353a318089e69e859939943d7882562ba39be650a6202"},
@ -10575,9 +10527,10 @@ files = [
name = "tomlkit"
version = "0.13.3"
description = "Style preserving TOML library"
optional = false
optional = true
python-versions = ">=3.8"
groups = ["main"]
markers = "extra == \"dlt\" or extra == \"dev\""
files = [
{file = "tomlkit-0.13.3-py3-none-any.whl", hash = "sha256:c89c649d79ee40629a9fda55f8ace8c6a1b42deb912b2a8fd8d942ddadb606b0"},
{file = "tomlkit-0.13.3.tar.gz", hash = "sha256:430cf247ee57df2b94ee3fbe588e71d362a941ebb545dec29b53961d61add2a1"},
@ -10914,9 +10867,10 @@ typing-extensions = ">=4.12.0"
name = "tzdata"
version = "2025.2"
description = "Provider of IANA time zone data"
optional = false
optional = true
python-versions = ">=2"
groups = ["main"]
markers = "extra == \"docs\" or extra == \"evals\" or extra == \"dlt\""
files = [
{file = "tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"},
{file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"},
@ -11157,9 +11111,10 @@ test = ["aiohttp (>=3.10.5)", "flake8 (>=5.0,<6.0)", "mypy (>=0.800)", "psutil",
name = "virtualenv"
version = "20.34.0"
description = "Virtual Python Environment builder"
optional = false
optional = true
python-versions = ">=3.8"
groups = ["main"]
markers = "extra == \"dev\""
files = [
{file = "virtualenv-20.34.0-py3-none-any.whl", hash = "sha256:341f5afa7eee943e4984a9207c025feedd768baff6753cd660c857ceb3e36026"},
{file = "virtualenv-20.34.0.tar.gz", hash = "sha256:44815b2c9dee7ed86e387b842a84f20b93f7f417f95886ca1996a72a4138eb1a"},
@ -11495,10 +11450,10 @@ test = ["pytest (>=6.0.0)", "setuptools (>=65)"]
name = "win-precise-time"
version = "1.4.2"
description = ""
optional = false
optional = true
python-versions = ">=3.7"
groups = ["main"]
markers = "os_name == \"nt\" and python_version <= \"3.12\""
markers = "extra == \"dlt\" and os_name == \"nt\" and python_version <= \"3.12\""
files = [
{file = "win-precise-time-1.4.2.tar.gz", hash = "sha256:89274785cbc5f2997e01675206da3203835a442c60fd97798415c6b3c179c0b9"},
{file = "win_precise_time-1.4.2-cp310-cp310-win32.whl", hash = "sha256:7fa13a2247c2ef41cd5e9b930f40716eacc7fc1f079ea72853bd5613fe087a1a"},
@ -11519,10 +11474,10 @@ files = [
name = "win32-setctime"
version = "1.2.0"
description = "A small Python utility to set file creation time on Windows"
optional = true
optional = false
python-versions = ">=3.5"
groups = ["main"]
markers = "sys_platform == \"win32\" and extra == \"codegraph\" and python_version <= \"3.12\""
markers = "sys_platform == \"win32\""
files = [
{file = "win32_setctime-1.2.0-py3-none-any.whl", hash = "sha256:95d644c4e708aba81dc3704a116d8cbc974d70b3bdb8be1d150e36be6e9d1390"},
{file = "win32_setctime-1.2.0.tar.gz", hash = "sha256:ae1fdf948f5640aae05c511ade119313fb6a30d7eabe25fef9764dca5873c4c0"},
@ -11909,23 +11864,25 @@ cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and pyt
anthropic = ["anthropic"]
api = []
aws = ["s3fs"]
baml = ["baml-py"]
chromadb = ["chromadb", "pypika"]
codegraph = ["fastembed", "transformers", "tree-sitter", "tree-sitter-python"]
debug = ["debugpy"]
deepeval = ["deepeval"]
dev = ["coverage", "deptry", "gitpython", "mkdocs-material", "mkdocs-minify-plugin", "mkdocstrings", "mypy", "notebook", "pylint", "pytest", "pytest-asyncio", "pytest-cov", "ruff", "tweepy"]
dev = ["coverage", "deptry", "gitpython", "mkdocs-material", "mkdocs-minify-plugin", "mkdocstrings", "mypy", "notebook", "pre-commit", "pylint", "pytest", "pytest-asyncio", "pytest-cov", "ruff", "tweepy"]
distributed = ["modal"]
dlt = ["dlt"]
docs = ["unstructured"]
evals = ["gdown", "plotly"]
evals = ["gdown", "matplotlib", "pandas", "plotly"]
falkordb = ["falkordb"]
gemini = ["google-generativeai"]
graphiti = ["graphiti-core"]
groq = ["groq"]
gui = ["pyside6", "qasync"]
huggingface = ["transformers"]
langchain = ["langchain_text_splitters", "langsmith"]
llama-index = ["llama-index-core"]
mistral = ["mistral-common"]
monitoring = ["langfuse", "sentry-sdk"]
neo4j = ["neo4j"]
neptune = ["langchain_aws"]
notebook = ["notebook"]
@ -11937,4 +11894,4 @@ posthog = ["posthog"]
[metadata]
lock-version = "2.1"
python-versions = ">=3.10,<=3.13"
content-hash = "a3e4b759a594833ee435a0ece818896eedcaa5b6cd20f9098a46ad4422f62ef1"
content-hash = "6d4ead6e6dbff689505852febb754eb5a98de314095d02606ac4921d4d895144"

33
pyproject.toml
View file

@ -20,49 +20,39 @@ classifiers = [
"Operating System :: Microsoft :: Windows",
]
dependencies = [
"openai>=1.80.1,<2.0.0",
"openai>=1.80.1",
"python-dotenv>=1.0.1,<2.0.0",
"pydantic>=2.10.5,<3.0.0",
"pydantic-settings>=2.2.1,<3",
"typing_extensions>=4.12.2,<5.0.0",
"nltk>=3.9.1,<4.0.0",
"numpy>=1.26.4, <=4.0.0",
"pandas>=2.2.2,<3.0.0",
# Note: New s3fs and boto3 versions don't work well together
# Always use comaptible fixed versions of these two dependencies
"s3fs[boto3]==2025.3.2",
"sqlalchemy>=2.0.39,<3.0.0",
"aiosqlite>=0.20.0,<1.0.0",
"tiktoken>=0.8.0,<1.0.0",
"litellm>=1.71.0, <2.0.0",
"litellm>=1.76.0",
"instructor>=1.9.1,<2.0.0",
"langfuse>=2.32.0,<3",
"filetype>=1.2.0,<2.0.0",
"aiohttp>=3.11.14,<4.0.0",
"aiofiles>=23.2.1,<24.0.0",
"rdflib>=7.1.4,<7.2.0",
"pypdf>=4.1.0,<7.0.0",
"jinja2>=3.1.3,<4",
"matplotlib>=3.8.3,<4",
"networkx>=3.4.2,<4",
"lancedb>=0.24.0,<1.0.0",
"nbformat>=5.7.0,<6.0.0",
"alembic>=1.13.3,<2",
"pre-commit>=4.0.1,<5",
"scikit-learn>=1.6.1,<2",
"limits>=4.4.1,<5",
"fastapi>=0.115.7,<1.0.0",
"python-multipart>=0.0.20,<1.0.0",
"fastapi-users[sqlalchemy]>=14.0.1,<15.0.0",
"dlt[sqlalchemy]>=1.9.0,<2",
"sentry-sdk[fastapi]>=2.9.0,<3",
"structlog>=25.2.0,<26",
"baml-py (==0.206.0)",
"pympler>=1.1,<2.0.0",
"onnxruntime>=1.0.0,<2.0.0",
"pylance>=0.22.0,<=0.36.0",
"kuzu (==0.11.0)",
"python-magic-bin<0.5 ; platform_system == 'Windows'", # Only needed for Windows
"fastembed<=0.6.0 ",
"networkx>=3.4.2,<4",
"uvicorn>=0.34.0,<1.0.0",
"gunicorn>=20.1.0,<24",
"websockets>=15.0.1,<16.0.0"
@ -70,6 +60,7 @@ dependencies = [
[project.optional-dependencies]
api=[]
distributed = [
"modal>=1.0.5,<2.0.0",
]
@ -115,25 +106,27 @@ codegraph = [
evals = [
"plotly>=6.0.0,<7",
"gdown>=5.2.0,<6",
"pandas>=2.2.2,<3.0.0",
"matplotlib>=3.8.3,<4",
]
gui = [
"pyside6>=6.8.3,<7",
"qasync>=0.27.1,<0.28",
]
graphiti = ["graphiti-core>=0.7.0,<0.8"]
# Note: New s3fs and boto3 versions don't work well together
# Always use comaptible fixed versions of these two dependencies
aws = ["s3fs[boto3]==2025.3.2"]
dlt = ["dlt[sqlalchemy]>=1.9.0,<2"]
baml = ["baml-py (==0.206.0)"]
dev = [
"pytest>=7.4.0,<8",
"pytest-cov>=6.1.1,<7.0.0",
"pytest-asyncio>=0.21.1,<0.22",
"coverage>=7.3.2,<8",
"mypy>=1.7.1,<2",
"pre-commit>=4.0.1,<5",
"notebook>=7.1.0,<8",
"deptry>=0.20.0,<0.21",
"pylint>=3.0.3,<4",
"ruff>=0.9.2,<1.0.0",
"ruff>=0.9.2,<=0.13.1",
"tweepy>=4.14.0,<5.0.0",
"gitpython>=3.1.43,<4",
"mkdocs-material>=9.5.42,<10",
@ -142,6 +135,8 @@ dev = [
]
debug = ["debugpy>=1.8.9,<2.0.0"]
monitoring = ["sentry-sdk[fastapi]>=2.9.0,<3", "langfuse>=2.32.0,<3"]
[project.urls]
Homepage = "https://www.cognee.ai"
Repository = "https://github.com/topoteretes/cognee"

323
uv.lock generated
View file

@ -3,16 +3,16 @@ revision = 2
requires-python = ">=3.10, <=3.13"
resolution-markers = [
"python_full_version >= '3.13' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.12.*' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version < '3.11' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version >= '3.13' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.12.*' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version < '3.11' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version >= '3.13' and sys_platform == 'emscripten'",
"python_full_version == '3.12.*' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.12.*' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.12.*' and sys_platform == 'emscripten'",
"python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.11.*' and sys_platform == 'emscripten'",
"python_full_version < '3.11' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version < '3.11' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version < '3.11' and sys_platform == 'emscripten'",
]
@ -222,7 +222,7 @@ wheels = [
[[package]]
name = "anyio"
version = "4.10.0"
version = "4.11.0"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "exceptiongroup", marker = "python_full_version < '3.11'" },
@ -230,9 +230,9 @@ dependencies = [
{ name = "sniffio" },
{ name = "typing-extensions", marker = "python_full_version < '3.13'" },
]
sdist = { url = "https://files.pythonhosted.org/packages/f1/b4/636b3b65173d3ce9a38ef5f0522789614e590dab6a8d505340a4efe4c567/anyio-4.10.0.tar.gz", hash = "sha256:3f3fae35c96039744587aa5b8371e7e8e603c0702999535961dd336026973ba6", size = 213252, upload-time = "2025-08-04T08:54:26.451Z" }
sdist = { url = "https://files.pythonhosted.org/packages/c6/78/7d432127c41b50bccba979505f272c16cbcadcc33645d5fa3a738110ae75/anyio-4.11.0.tar.gz", hash = "sha256:82a8d0b81e318cc5ce71a5f1f8b5c4e63619620b63141ef8c995fa0db95a57c4", size = 219094, upload-time = "2025-09-23T09:19:12.58Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/6f/12/e5e0282d673bb9746bacfb6e2dba8719989d3660cdb2ea79aee9a9651afb/anyio-4.10.0-py3-none-any.whl", hash = "sha256:60e474ac86736bbfd6f210f7a61218939c318f43f9972497381f1c5e930ed3d1", size = 107213, upload-time = "2025-08-04T08:54:24.882Z" },
{ url = "https://files.pythonhosted.org/packages/15/b3/9b1a8074496371342ec1e796a96f99c82c945a339cd81a8e73de28b4cf9e/anyio-4.11.0-py3-none-any.whl", hash = "sha256:0287e96f4d26d4149305414d4e3bc32f0dcd0862365a4bddea19d7a1ec38c4fc", size = 109097, upload-time = "2025-09-23T09:19:10.601Z" },
]
[[package]]
@ -297,14 +297,14 @@ wheels = [
[[package]]
name = "asgiref"
version = "3.9.1"
version = "3.9.2"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "typing-extensions", marker = "python_full_version < '3.11'" },
]
sdist = { url = "https://files.pythonhosted.org/packages/90/61/0aa957eec22ff70b830b22ff91f825e70e1ef732c06666a805730f28b36b/asgiref-3.9.1.tar.gz", hash = "sha256:a5ab6582236218e5ef1648f242fd9f10626cfd4de8dc377db215d5d5098e3142", size = 36870, upload-time = "2025-07-08T09:07:43.344Z" }
sdist = { url = "https://files.pythonhosted.org/packages/7f/bf/0f3ecda32f1cb3bf1dca480aca08a7a8a3bdc4bed2343a103f30731565c9/asgiref-3.9.2.tar.gz", hash = "sha256:a0249afacb66688ef258ffe503528360443e2b9a8d8c4581b6ebefa58c841ef1", size = 36894, upload-time = "2025-09-23T15:00:55.136Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/7c/3c/0464dcada90d5da0e71018c04a140ad6349558afb30b3051b4264cc5b965/asgiref-3.9.1-py3-none-any.whl", hash = "sha256:f3bba7092a48005b5f5bacd747d36ee4a5a61f4a269a6df590b43144355ebd2c", size = 23790, upload-time = "2025-07-08T09:07:41.548Z" },
{ url = "https://files.pythonhosted.org/packages/c7/d1/69d02ce34caddb0a7ae088b84c356a625a93cd4ff57b2f97644c03fad905/asgiref-3.9.2-py3-none-any.whl", hash = "sha256:0b61526596219d70396548fc003635056856dba5d0d086f86476f10b33c75960", size = 23788, upload-time = "2025-09-23T15:00:53.627Z" },
]
[[package]]
@ -822,30 +822,24 @@ dependencies = [
{ name = "aiohttp" },
{ name = "aiosqlite" },
{ name = "alembic" },
{ name = "baml-py" },
{ name = "dlt", extra = ["sqlalchemy"] },
{ name = "fastapi" },
{ name = "fastapi-users", extra = ["sqlalchemy"] },
{ name = "fastembed" },
{ name = "filetype" },
{ name = "gunicorn" },
{ name = "instructor" },
{ name = "jinja2" },
{ name = "kuzu" },
{ name = "lancedb" },
{ name = "langfuse" },
{ name = "limits" },
{ name = "litellm" },
{ name = "matplotlib" },
{ name = "nbformat" },
{ name = "networkx", version = "3.4.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
{ name = "networkx", version = "3.5", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
{ name = "nltk" },
{ name = "numpy", version = "1.26.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.12'" },
{ name = "numpy", version = "2.3.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" },
{ name = "onnxruntime" },
{ name = "openai" },
{ name = "pandas" },
{ name = "pre-commit" },
{ name = "pydantic" },
{ name = "pydantic-settings" },
{ name = "pylance" },
@ -855,9 +849,7 @@ dependencies = [
{ name = "python-magic-bin", marker = "sys_platform == 'win32'" },
{ name = "python-multipart" },
{ name = "rdflib" },
{ name = "s3fs", extra = ["boto3"] },
{ name = "scikit-learn" },
{ name = "sentry-sdk", extra = ["fastapi"] },
{ name = "sqlalchemy" },
{ name = "structlog" },
{ name = "tiktoken" },
@ -873,6 +865,9 @@ anthropic = [
aws = [
{ name = "s3fs", extra = ["boto3"] },
]
baml = [
{ name = "baml-py" },
]
chromadb = [
{ name = "chromadb" },
{ name = "pypika" },
@ -898,6 +893,7 @@ dev = [
{ name = "mkdocstrings", extra = ["python"] },
{ name = "mypy" },
{ name = "notebook" },
{ name = "pre-commit" },
{ name = "pylint" },
{ name = "pytest" },
{ name = "pytest-asyncio" },
@ -908,11 +904,16 @@ dev = [
distributed = [
{ name = "modal" },
]
dlt = [
{ name = "dlt", extra = ["sqlalchemy"] },
]
docs = [
{ name = "unstructured", extra = ["csv", "doc", "docx", "epub", "md", "odt", "org", "ppt", "pptx", "rst", "rtf", "tsv", "xlsx"] },
]
evals = [
{ name = "gdown" },
{ name = "matplotlib" },
{ name = "pandas" },
{ name = "plotly" },
]
falkordb = [
@ -927,10 +928,6 @@ graphiti = [
groq = [
{ name = "groq" },
]
gui = [
{ name = "pyside6" },
{ name = "qasync" },
]
huggingface = [
{ name = "transformers" },
]
@ -944,6 +941,10 @@ llama-index = [
mistral = [
{ name = "mistral-common" },
]
monitoring = [
{ name = "langfuse" },
{ name = "sentry-sdk", extra = ["fastapi"] },
]
neo4j = [
{ name = "neo4j" },
]
@ -979,16 +980,17 @@ requires-dist = [
{ name = "anthropic", marker = "extra == 'anthropic'", specifier = ">=0.27" },
{ name = "asyncpg", marker = "extra == 'postgres'", specifier = ">=0.30.0,<1.0.0" },
{ name = "asyncpg", marker = "extra == 'postgres-binary'", specifier = ">=0.30.0,<1.0.0" },
{ name = "baml-py", specifier = "==0.206.0" },
{ name = "baml-py", marker = "extra == 'baml'", specifier = "==0.206.0" },
{ name = "chromadb", marker = "extra == 'chromadb'", specifier = ">=0.6,<0.7" },
{ name = "coverage", marker = "extra == 'dev'", specifier = ">=7.3.2,<8" },
{ name = "debugpy", marker = "extra == 'debug'", specifier = ">=1.8.9,<2.0.0" },
{ name = "deepeval", marker = "extra == 'deepeval'", specifier = ">=3.0.1,<4" },
{ name = "deptry", marker = "extra == 'dev'", specifier = ">=0.20.0,<0.21" },
{ name = "dlt", extras = ["sqlalchemy"], specifier = ">=1.9.0,<2" },
{ name = "dlt", extras = ["sqlalchemy"], marker = "extra == 'dlt'", specifier = ">=1.9.0,<2" },
{ name = "falkordb", marker = "extra == 'falkordb'", specifier = ">=1.0.9,<2.0.0" },
{ name = "fastapi", specifier = ">=0.115.7,<1.0.0" },
{ name = "fastapi-users", extras = ["sqlalchemy"], specifier = ">=14.0.1,<15.0.0" },
{ name = "fastembed", specifier = "<=0.6.0" },
{ name = "fastembed", marker = "python_full_version < '3.13' and extra == 'codegraph'", specifier = "<=0.6.0" },
{ name = "filetype", specifier = ">=1.2.0,<2.0.0" },
{ name = "gdown", marker = "extra == 'evals'", specifier = ">=5.2.0,<6" },
@ -1003,12 +1005,12 @@ requires-dist = [
{ name = "lancedb", specifier = ">=0.24.0,<1.0.0" },
{ name = "langchain-aws", marker = "extra == 'neptune'", specifier = ">=0.2.22" },
{ name = "langchain-text-splitters", marker = "extra == 'langchain'", specifier = ">=0.3.2,<1.0.0" },
{ name = "langfuse", specifier = ">=2.32.0,<3" },
{ name = "langfuse", marker = "extra == 'monitoring'", specifier = ">=2.32.0,<3" },
{ name = "langsmith", marker = "extra == 'langchain'", specifier = ">=0.2.3,<1.0.0" },
{ name = "limits", specifier = ">=4.4.1,<5" },
{ name = "litellm", specifier = ">=1.71.0,<2.0.0" },
{ name = "litellm", specifier = ">=1.76.0" },
{ name = "llama-index-core", marker = "extra == 'llama-index'", specifier = ">=0.12.11,<0.13" },
{ name = "matplotlib", specifier = ">=3.8.3,<4" },
{ name = "matplotlib", marker = "extra == 'evals'", specifier = ">=3.8.3,<4" },
{ name = "mistral-common", marker = "extra == 'mistral'", specifier = ">=1.5.2,<2" },
{ name = "mkdocs-material", marker = "extra == 'dev'", specifier = ">=9.5.42,<10" },
{ name = "mkdocs-minify-plugin", marker = "extra == 'dev'", specifier = ">=0.8.0,<0.9" },
@ -1018,18 +1020,17 @@ requires-dist = [
{ name = "nbformat", specifier = ">=5.7.0,<6.0.0" },
{ name = "neo4j", marker = "extra == 'neo4j'", specifier = ">=5.28.0,<6" },
{ name = "networkx", specifier = ">=3.4.2,<4" },
{ name = "nltk", specifier = ">=3.9.1,<4.0.0" },
{ name = "notebook", marker = "extra == 'dev'", specifier = ">=7.1.0,<8" },
{ name = "notebook", marker = "extra == 'notebook'", specifier = ">=7.1.0,<8" },
{ name = "numpy", specifier = ">=1.26.4,<=4.0.0" },
{ name = "onnxruntime", specifier = ">=1.0.0,<2.0.0" },
{ name = "openai", specifier = ">=1.80.1,<2.0.0" },
{ name = "pandas", specifier = ">=2.2.2,<3.0.0" },
{ name = "openai", specifier = ">=1.80.1" },
{ name = "pandas", marker = "extra == 'evals'", specifier = ">=2.2.2,<3.0.0" },
{ name = "pgvector", marker = "extra == 'postgres'", specifier = ">=0.3.5,<0.4" },
{ name = "pgvector", marker = "extra == 'postgres-binary'", specifier = ">=0.3.5,<0.4" },
{ name = "plotly", marker = "extra == 'evals'", specifier = ">=6.0.0,<7" },
{ name = "posthog", marker = "extra == 'posthog'", specifier = ">=3.5.0,<4" },
{ name = "pre-commit", specifier = ">=4.0.1,<5" },
{ name = "pre-commit", marker = "extra == 'dev'", specifier = ">=4.0.1,<5" },
{ name = "psycopg2", marker = "extra == 'postgres'", specifier = ">=2.9.10,<3" },
{ name = "psycopg2-binary", marker = "extra == 'postgres-binary'", specifier = ">=2.9.10,<3.0.0" },
{ name = "pydantic", specifier = ">=2.10.5,<3.0.0" },
@ -1039,20 +1040,17 @@ requires-dist = [
{ name = "pympler", specifier = ">=1.1,<2.0.0" },
{ name = "pypdf", specifier = ">=4.1.0,<7.0.0" },
{ name = "pypika", marker = "extra == 'chromadb'", specifier = "==0.48.9" },
{ name = "pyside6", marker = "extra == 'gui'", specifier = ">=6.8.3,<7" },
{ name = "pytest", marker = "extra == 'dev'", specifier = ">=7.4.0,<8" },
{ name = "pytest-asyncio", marker = "extra == 'dev'", specifier = ">=0.21.1,<0.22" },
{ name = "pytest-cov", marker = "extra == 'dev'", specifier = ">=6.1.1,<7.0.0" },
{ name = "python-dotenv", specifier = ">=1.0.1,<2.0.0" },
{ name = "python-magic-bin", marker = "sys_platform == 'win32'", specifier = "<0.5" },
{ name = "python-multipart", specifier = ">=0.0.20,<1.0.0" },
{ name = "qasync", marker = "extra == 'gui'", specifier = ">=0.27.1,<0.28" },
{ name = "rdflib", specifier = ">=7.1.4,<7.2.0" },
{ name = "ruff", marker = "extra == 'dev'", specifier = ">=0.9.2,<1.0.0" },
{ name = "s3fs", extras = ["boto3"], specifier = "==2025.3.2" },
{ name = "ruff", marker = "extra == 'dev'", specifier = ">=0.9.2,<=0.13.1" },
{ name = "s3fs", extras = ["boto3"], marker = "extra == 'aws'", specifier = "==2025.3.2" },
{ name = "scikit-learn", specifier = ">=1.6.1,<2" },
{ name = "sentry-sdk", extras = ["fastapi"], specifier = ">=2.9.0,<3" },
{ name = "sentry-sdk", extras = ["fastapi"], marker = "extra == 'monitoring'", specifier = ">=2.9.0,<3" },
{ name = "sqlalchemy", specifier = ">=2.0.39,<3.0.0" },
{ name = "structlog", specifier = ">=25.2.0,<26" },
{ name = "tiktoken", specifier = ">=0.8.0,<1.0.0" },
@ -1067,7 +1065,7 @@ requires-dist = [
{ name = "uvicorn", specifier = ">=0.34.0,<1.0.0" },
{ name = "websockets", specifier = ">=15.0.1,<16.0.0" },
]
provides-extras = ["api", "distributed", "neo4j", "neptune", "postgres", "postgres-binary", "notebook", "langchain", "llama-index", "gemini", "huggingface", "ollama", "mistral", "anthropic", "deepeval", "posthog", "falkordb", "groq", "chromadb", "docs", "codegraph", "evals", "gui", "graphiti", "aws", "dev", "debug"]
provides-extras = ["api", "distributed", "neo4j", "neptune", "postgres", "postgres-binary", "notebook", "langchain", "llama-index", "gemini", "huggingface", "ollama", "mistral", "anthropic", "deepeval", "posthog", "falkordb", "groq", "chromadb", "docs", "codegraph", "evals", "graphiti", "aws", "dlt", "baml", "dev", "debug", "monitoring"]
[[package]]
name = "colorama"
@ -1177,13 +1175,13 @@ version = "1.3.3"
source = { registry = "https://pypi.org/simple" }
resolution-markers = [
"python_full_version >= '3.13' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.12.*' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version >= '3.13' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.12.*' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version >= '3.13' and sys_platform == 'emscripten'",
"python_full_version == '3.12.*' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.12.*' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.12.*' and sys_platform == 'emscripten'",
"python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.11.*' and sys_platform == 'emscripten'",
]
dependencies = [
@ -1588,7 +1586,7 @@ wheels = [
[[package]]
name = "dlt"
version = "1.16.0"
version = "1.17.0"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "click" },
@ -1619,9 +1617,9 @@ dependencies = [
{ name = "tzdata" },
{ name = "win-precise-time", marker = "python_full_version < '3.13' and os_name == 'nt'" },
]
sdist = { url = "https://files.pythonhosted.org/packages/47/45/8f32b8cc4c709c79edc54763ab0e5f62df55a17bfaf8c31e2d2538422e34/dlt-1.16.0.tar.gz", hash = "sha256:113d17a3f27aa4f41c3438b0b032a68d30db195d8415a471ba43a9502e971a21", size = 809187, upload-time = "2025-09-10T06:53:06.365Z" }
sdist = { url = "https://files.pythonhosted.org/packages/af/2e/959f7ba35a710c4128bd7ff329038af35791c77346beeeb16c6d3e2bd87c/dlt-1.17.0.tar.gz", hash = "sha256:7a41a360f0cfeb155da1da3cdd51edb3749a4378d99bb6d1d0a26c7ef471198d", size = 823873, upload-time = "2025-09-24T10:54:00.95Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/c6/1c/0a96ced9fb52e859b44624cc86ace5f59324ca899ac7e5a5cfeb1f1c797c/dlt-1.16.0-py3-none-any.whl", hash = "sha256:882ef281bbdc32eaba3b5ced984a8ed7014d8978fd7ab4a58b198023c8938c9f", size = 1029963, upload-time = "2025-09-10T06:53:04.014Z" },
{ url = "https://files.pythonhosted.org/packages/e1/ed/86aa307dd764ed56c2ab32fa7842a9b5a3a1b3a3b4709307756fd9ac756b/dlt-1.17.0-py3-none-any.whl", hash = "sha256:e5da62695cfbd37f2569b16af3e50582dc2ede2af5c1c014ded7bb7c089de5b1", size = 1048344, upload-time = "2025-09-24T10:53:58.642Z" },
]
[package.optional-dependencies]
@ -1785,17 +1783,17 @@ name = "fastembed"
version = "0.6.0"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "huggingface-hub", marker = "python_full_version < '3.13'" },
{ name = "loguru", marker = "python_full_version < '3.13'" },
{ name = "mmh3", marker = "python_full_version < '3.13'" },
{ name = "huggingface-hub" },
{ name = "loguru" },
{ name = "mmh3" },
{ name = "numpy", version = "1.26.4", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.12'" },
{ name = "numpy", version = "2.3.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.12.*'" },
{ name = "onnxruntime", marker = "python_full_version < '3.13'" },
{ name = "pillow", marker = "python_full_version < '3.13'" },
{ name = "py-rust-stemmers", marker = "python_full_version < '3.13'" },
{ name = "requests", marker = "python_full_version < '3.13'" },
{ name = "tokenizers", marker = "python_full_version < '3.13'" },
{ name = "tqdm", marker = "python_full_version < '3.13'" },
{ name = "numpy", version = "2.3.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" },
{ name = "onnxruntime" },
{ name = "pillow" },
{ name = "py-rust-stemmers" },
{ name = "requests" },
{ name = "tokenizers" },
{ name = "tqdm" },
]
sdist = { url = "https://files.pythonhosted.org/packages/c6/f4/036a656c605f63dc25f11284f60f69900a54a19c513e1ae60d21d6977e75/fastembed-0.6.0.tar.gz", hash = "sha256:5c9ead25f23449535b07243bbe1f370b820dcc77ec2931e61674e3fe7ff24733", size = 50731, upload-time = "2025-02-26T13:50:33.031Z" }
wheels = [
@ -1855,11 +1853,11 @@ wheels = [
[[package]]
name = "flatbuffers"
version = "25.2.10"
version = "25.9.23"
source = { registry = "https://pypi.org/simple" }
sdist = { url = "https://files.pythonhosted.org/packages/e4/30/eb5dce7994fc71a2f685d98ec33cc660c0a5887db5610137e60d8cbc4489/flatbuffers-25.2.10.tar.gz", hash = "sha256:97e451377a41262f8d9bd4295cc836133415cc03d8cb966410a4af92eb00d26e", size = 22170, upload-time = "2025-02-11T04:26:46.257Z" }
sdist = { url = "https://files.pythonhosted.org/packages/9d/1f/3ee70b0a55137442038f2a33469cc5fddd7e0ad2abf83d7497c18a2b6923/flatbuffers-25.9.23.tar.gz", hash = "sha256:676f9fa62750bb50cf531b42a0a2a118ad8f7f797a511eda12881c016f093b12", size = 22067, upload-time = "2025-09-24T05:25:30.106Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/b8/25/155f9f080d5e4bc0082edfda032ea2bc2b8fab3f4d25d46c1e9dd22a1a89/flatbuffers-25.2.10-py2.py3-none-any.whl", hash = "sha256:ebba5f4d5ea615af3f7fd70fc310636fbb2bbd1f566ac0a23d98dd412de50051", size = 30953, upload-time = "2025-02-11T04:26:44.484Z" },
{ url = "https://files.pythonhosted.org/packages/ee/1b/00a78aa2e8fbd63f9af08c9c19e6deb3d5d66b4dda677a0f61654680ee89/flatbuffers-25.9.23-py2.py3-none-any.whl", hash = "sha256:255538574d6cb6d0a79a17ec8bc0d30985913b87513a01cce8bcdb6b4c44d0e2", size = 30869, upload-time = "2025-09-24T05:25:28.912Z" },
]
[[package]]
@ -2114,7 +2112,7 @@ grpc = [
[[package]]
name = "google-api-python-client"
version = "2.182.0"
version = "2.183.0"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "google-api-core" },
@ -2123,9 +2121,9 @@ dependencies = [
{ name = "httplib2" },
{ name = "uritemplate" },
]
sdist = { url = "https://files.pythonhosted.org/packages/6f/cb/b85b1d7d7fd520739fb70c4878f1f414043c3c34434bc90ba9d4f93366ed/google_api_python_client-2.182.0.tar.gz", hash = "sha256:cb2aa127e33c3a31e89a06f39cf9de982db90a98dee020911b21013afafad35f", size = 13599318, upload-time = "2025-09-16T21:10:57.97Z" }
sdist = { url = "https://files.pythonhosted.org/packages/fa/1f/49a2c83fc6dcd8b127cc9efbecf7d5fc36109c2028ba22ed6cb4d072fca4/google_api_python_client-2.183.0.tar.gz", hash = "sha256:abae37e04fecf719388e5c02f707ed9cdf952f10b217c79a3e76c636762e3ea9", size = 13645623, upload-time = "2025-09-23T22:27:00.854Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/c1/29/76dabe97ebb710ca9a308f0415b2206e37d149983ec2becbf66525c52322/google_api_python_client-2.182.0-py3-none-any.whl", hash = "sha256:a9b071036d41a17991d8fbf27bedb61f2888a39ae5696cb5a326bf999b2d5209", size = 14168745, upload-time = "2025-09-16T21:10:54.657Z" },
{ url = "https://files.pythonhosted.org/packages/ab/06/1974f937172854bc7622eff5c2390f33542ceb843f305922922c8f5f7f17/google_api_python_client-2.183.0-py3-none-any.whl", hash = "sha256:2005b6e86c27be1db1a43f43e047a0f8e004159f3cceddecb08cf1624bddba31", size = 14214837, upload-time = "2025-09-23T22:26:57.758Z" },
]
[[package]]
@ -2540,7 +2538,7 @@ wheels = [
[[package]]
name = "huggingface-hub"
version = "0.35.0"
version = "0.35.1"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "filelock" },
@ -2552,9 +2550,9 @@ dependencies = [
{ name = "tqdm" },
{ name = "typing-extensions" },
]
sdist = { url = "https://files.pythonhosted.org/packages/37/79/d71d40efa058e8c4a075158f8855bc2998037b5ff1c84f249f34435c1df7/huggingface_hub-0.35.0.tar.gz", hash = "sha256:ccadd2a78eef75effff184ad89401413629fabc52cefd76f6bbacb9b1c0676ac", size = 461486, upload-time = "2025-09-16T13:49:33.282Z" }
sdist = { url = "https://files.pythonhosted.org/packages/f6/42/0e7be334a6851cd7d51cc11717cb95e89333ebf0064431c0255c56957526/huggingface_hub-0.35.1.tar.gz", hash = "sha256:3585b88c5169c64b7e4214d0e88163d4a709de6d1a502e0cd0459e9ee2c9c572", size = 461374, upload-time = "2025-09-23T13:43:47.074Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/fe/85/a18508becfa01f1e4351b5e18651b06d210dbd96debccd48a452acccb901/huggingface_hub-0.35.0-py3-none-any.whl", hash = "sha256:f2e2f693bca9a26530b1c0b9bcd4c1495644dad698e6a0060f90e22e772c31e9", size = 563436, upload-time = "2025-09-16T13:49:30.627Z" },
{ url = "https://files.pythonhosted.org/packages/f1/60/4acf0c8a3925d9ff491dc08fe84d37e09cfca9c3b885e0db3d4dedb98cea/huggingface_hub-0.35.1-py3-none-any.whl", hash = "sha256:2f0e2709c711e3040e31d3e0418341f7092910f1462dd00350c4e97af47280a8", size = 563340, upload-time = "2025-09-23T13:43:45.343Z" },
]
[[package]]
@ -2716,13 +2714,13 @@ version = "9.5.0"
source = { registry = "https://pypi.org/simple" }
resolution-markers = [
"python_full_version >= '3.13' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.12.*' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version >= '3.13' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.12.*' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version >= '3.13' and sys_platform == 'emscripten'",
"python_full_version == '3.12.*' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.12.*' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.12.*' and sys_platform == 'emscripten'",
"python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.11.*' and sys_platform == 'emscripten'",
]
dependencies = [
@ -3290,7 +3288,7 @@ wheels = [
[[package]]
name = "lance-namespace-urllib3-client"
version = "0.0.14"
version = "0.0.15"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "pydantic" },
@ -3298,14 +3296,14 @@ dependencies = [
{ name = "typing-extensions" },
{ name = "urllib3" },
]
sdist = { url = "https://files.pythonhosted.org/packages/43/09/727f5749da387a16ffd342339d859073e950ae451f66554bfba8e8adac71/lance_namespace_urllib3_client-0.0.14.tar.gz", hash = "sha256:911c6a3b5c2c98f4239b6d96609cf840e740c3af5482f5fb22096afb9db1dc1c", size = 134488, upload-time = "2025-09-02T03:48:43.108Z" }
sdist = { url = "https://files.pythonhosted.org/packages/a8/14/023f12f2d1e624965a361b535b94cc65dfd949d7325e85372f3eb1c75a95/lance_namespace_urllib3_client-0.0.15.tar.gz", hash = "sha256:27a7bf3add1c03ed5e9ccbf83632b2d5468c4d0e1d2fd7a7fe612d9e70934113", size = 134497, upload-time = "2025-09-24T05:46:10.2Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/ca/90/ceb58b9a9f3aca0af1c294d71115ee9d44d6d82e0c9dc57d6743574d6358/lance_namespace_urllib3_client-0.0.14-py3-none-any.whl", hash = "sha256:40277cfcf7c9084419c2784e7924b3e316f6fe5b8057f4dc62a49f3b40c2d80c", size = 229639, upload-time = "2025-09-02T03:48:41.975Z" },
{ url = "https://files.pythonhosted.org/packages/e7/7d/76f92398313658be01b982f29fb2407bf2ed0f920b49d00628b97618ee96/lance_namespace_urllib3_client-0.0.15-py3-none-any.whl", hash = "sha256:ea931c557489002bff212a21f3929827c8ad9cb7c626747714e120a47698ffdd", size = 229640, upload-time = "2025-09-24T05:46:08.795Z" },
]
[[package]]
name = "lancedb"
version = "0.25.0"
version = "0.25.1"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "deprecation" },
@ -3319,13 +3317,13 @@ dependencies = [
{ name = "tqdm" },
]
wheels = [
{ url = "https://files.pythonhosted.org/packages/a2/e7/10953deea89b06ae5bc568169d5ae888ff6df314decb92b9b3e453f53f0b/lancedb-0.25.0-cp39-abi3-macosx_10_15_x86_64.whl", hash = "sha256:ae2e80b7b3be3fa4d92fc8d500f47549dd1f8d28ca5092f1c898b92d0cfd4393", size = 34171227, upload-time = "2025-09-04T11:05:31.327Z" },
{ url = "https://files.pythonhosted.org/packages/55/7f/2874a3709f1b8c487e707e171c9004a9240af3af0fd7a247b9187bb6e0f7/lancedb-0.25.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:a9d67ea9edffa596c6f190151fdd535da8e355a4fd1979c1dc19d540a5665916", size = 31552856, upload-time = "2025-09-04T09:46:50.788Z" },
{ url = "https://files.pythonhosted.org/packages/e3/e9/faab70ad918576ed3bb7cb936474137ac265ac3026d3e16e30cd4d3daac2/lancedb-0.25.0-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d8fe20079ed86b1ab75c65dcfc920a9646c835e9c40ef825cadd148c11b0001e", size = 32487962, upload-time = "2025-09-04T08:51:35.358Z" },
{ url = "https://files.pythonhosted.org/packages/ce/40/5471bc8115f287040b5afdf9d7a20c4685ec16cddb4a7da79e7c1f63914e/lancedb-0.25.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b37bc402d85c83e454d9f2e79480b31acc5904bb159a4fc715032c7560494157", size = 35726794, upload-time = "2025-09-04T08:57:30.554Z" },
{ url = "https://files.pythonhosted.org/packages/47/5e/aa3d9d2c7a834a9aa539b2b1c731ab860f7e32e2c87b9086ad233ecb13cd/lancedb-0.25.0-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:f9bbc20bd1e64be359ca11c90428c00b0062d26b0291bddf32ab5471a3525c76", size = 32492508, upload-time = "2025-09-04T08:53:54.661Z" },
{ url = "https://files.pythonhosted.org/packages/fa/37/75f4e3ed7fa00a2cd5d321e8bf13441cdb61a83fbbcd0fa0f1a7241affe1/lancedb-0.25.0-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:1306be9c08e208a5bcb5188275f47f962c2eda96369fad5949a3ddaf592afc6d", size = 35776383, upload-time = "2025-09-04T08:57:18.737Z" },
{ url = "https://files.pythonhosted.org/packages/b5/af/eb217ea1daab5c28ce4c764d2f672f4e3a5bcd3d4faf7921a8ee28c6cb5b/lancedb-0.25.0-cp39-abi3-win_amd64.whl", hash = "sha256:f66283e5d63c99c2bfbd4eaa134d9a5c5b0145eb26a972648214f8ba87777e24", size = 37826272, upload-time = "2025-09-04T09:15:23.729Z" },
{ url = "https://files.pythonhosted.org/packages/ad/2b/ed9870288506d8ca61cddf7b1dbb03c68f95b8797feb49467b33ef185477/lancedb-0.25.1-cp39-abi3-macosx_10_15_x86_64.whl", hash = "sha256:ec0a1cab435a5307054b84ffb798a4d828253f23698848788bfe31930e343c6c", size = 34985432, upload-time = "2025-09-23T23:15:56.558Z" },
{ url = "https://files.pythonhosted.org/packages/58/75/320f9142918b646b4b6d0277676c2466d2e0ce2a22aca320d0113b3ef035/lancedb-0.25.1-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:69e1f8343f6a4ff6985ea13f5c5cdf6d07435d04f8279c4fc6e623a34ceadda0", size = 31993179, upload-time = "2025-09-23T22:20:23.039Z" },
{ url = "https://files.pythonhosted.org/packages/fd/44/d223cb64c9feb78dfa3857690d743e961f76e065935c8c4304cb64659882/lancedb-0.25.1-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9432134155474e73907fc5e1f8a4310433b9234a0c5f964c21b4c39aca50dde6", size = 32872519, upload-time = "2025-09-23T22:29:03.5Z" },
{ url = "https://files.pythonhosted.org/packages/61/a6/e6d88d8076fa8c40b7b6f96a37f21c75ce3518ccbf64a351d26ae983461a/lancedb-0.25.1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:955c6e1aa4e249be7456ea7f7c42ba119be5a5c2c51f4d78efeb6c4f3cc2dbdf", size = 36325984, upload-time = "2025-09-23T22:31:46.118Z" },
{ url = "https://files.pythonhosted.org/packages/97/84/14d4f0c3a98a324fcb401161e25fb1699c69ba1cd2928983fb283bd8b04f/lancedb-0.25.1-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:d584bdfb96372c03a209bb8f010eb7358135e4adddb903ae1385450af39e1187", size = 32883704, upload-time = "2025-09-23T22:27:41.393Z" },
{ url = "https://files.pythonhosted.org/packages/68/10/3e8ae8bf9880b2fed10122cef5e535bd67f0df0a874cc3122220d47ca255/lancedb-0.25.1-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:c495da53d3dfa105364f202710d0bb2f031fe54a077b9c2ac9d098d02bd20bb2", size = 36369514, upload-time = "2025-09-23T22:30:53.605Z" },
{ url = "https://files.pythonhosted.org/packages/0d/fb/dce4757f257cb4e11e13b71ce502dc5d1caf51f1e5cccfdae85bf23960a0/lancedb-0.25.1-cp39-abi3-win_amd64.whl", hash = "sha256:2c6effc10c8263ea84261f49d5ff1957c18814ed7e3eaa5094d71b1aa0573871", size = 38390878, upload-time = "2025-09-23T22:55:24.687Z" },
]
[[package]]
@ -3404,7 +3402,7 @@ wheels = [
[[package]]
name = "langsmith"
version = "0.4.29"
version = "0.4.31"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "httpx" },
@ -3415,18 +3413,18 @@ dependencies = [
{ name = "requests-toolbelt" },
{ name = "zstandard" },
]
sdist = { url = "https://files.pythonhosted.org/packages/99/0e/7e218e85e6e10b1313e8bca504917ec260766d3d4d2a30c5fddeeb6e80b1/langsmith-0.4.29.tar.gz", hash = "sha256:7014606b6710cc1b14333c75cdb981d5bea3ed488626a026bad51d2a61e354c4", size = 958792, upload-time = "2025-09-18T22:07:58.742Z" }
sdist = { url = "https://files.pythonhosted.org/packages/55/f5/edbdf89a162ee025348b3b2080fb3b88f4a1040a5a186f32d34aca913994/langsmith-0.4.31.tar.gz", hash = "sha256:5fb3729e22bd9a225391936cb9d1080322e6c375bb776514af06b56d6c46ed3e", size = 959698, upload-time = "2025-09-25T04:18:19.55Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/f2/a5/56169ce49b3020b47112703b2f9ed0e3255073c8d438b74406b290fb5687/langsmith-0.4.29-py3-none-any.whl", hash = "sha256:20f39c96057d47a83b6df2b18a5137e2389b5b41f34fe0a64a8d6812de3c0ccf", size = 386229, upload-time = "2025-09-18T22:07:56.887Z" },
{ url = "https://files.pythonhosted.org/packages/3e/8e/e7a43d907a147e1f87eebdd6737483f9feba52a5d4b20f69d0bd6f2fa22f/langsmith-0.4.31-py3-none-any.whl", hash = "sha256:64f340bdead21defe5f4a6ca330c11073e35444989169f669508edf45a19025f", size = 386347, upload-time = "2025-09-25T04:18:16.69Z" },
]
[[package]]
name = "lark"
version = "1.2.2"
version = "1.3.0"
source = { registry = "https://pypi.org/simple" }
sdist = { url = "https://files.pythonhosted.org/packages/af/60/bc7622aefb2aee1c0b4ba23c1446d3e30225c8770b38d7aedbfb65ca9d5a/lark-1.2.2.tar.gz", hash = "sha256:ca807d0162cd16cef15a8feecb862d7319e7a09bdb13aef927968e45040fed80", size = 252132, upload-time = "2024-08-13T19:49:00.652Z" }
sdist = { url = "https://files.pythonhosted.org/packages/1d/37/a13baf0135f348af608c667633cbe5d13aa2c5c15a56ae9ad3e6cba45ae3/lark-1.3.0.tar.gz", hash = "sha256:9a3839d0ca5e1faf7cfa3460e420e859b66bcbde05b634e73c369c8244c5fa48", size = 259551, upload-time = "2025-09-22T13:45:05.072Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/2d/00/d90b10b962b4277f5e64a78b6609968859ff86889f5b898c1a778c06ec00/lark-1.2.2-py3-none-any.whl", hash = "sha256:c2276486b02f0f1b90be155f2c8ba4a8e194d42775786db622faccd652d8e80c", size = 111036, upload-time = "2024-08-13T19:48:58.603Z" },
{ url = "https://files.pythonhosted.org/packages/a8/3e/1c6b43277de64fc3c0333b0e72ab7b52ddaaea205210d60d9b9f83c3d0c7/lark-1.3.0-py3-none-any.whl", hash = "sha256:80661f261fb2584a9828a097a2432efd575af27d20be0fd35d17f0fe37253831", size = 113002, upload-time = "2025-09-22T13:45:03.747Z" },
]
[[package]]
@ -3445,7 +3443,7 @@ wheels = [
[[package]]
name = "litellm"
version = "1.77.3"
version = "1.77.4"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "aiohttp" },
@ -3462,9 +3460,9 @@ dependencies = [
{ name = "tiktoken" },
{ name = "tokenizers" },
]
sdist = { url = "https://files.pythonhosted.org/packages/92/86/8bfd372d3d437b773b4b81d6da35674a569c10a9b805409257790e3af271/litellm-1.77.3.tar.gz", hash = "sha256:d8f9d674ef4e7673b1af02428fde27de5a8e84ca7268f003902340586aac7d96", size = 10314535, upload-time = "2025-09-21T00:59:09.655Z" }
sdist = { url = "https://files.pythonhosted.org/packages/ab/b7/0d3c6dbcff3064238d123f90ae96764a85352f3f5caab6695a55007fd019/litellm-1.77.4.tar.gz", hash = "sha256:ce652e10ecf5b36767bfdf58e53b2802e22c3de383b03554e6ee1a4a66fa743d", size = 10330773, upload-time = "2025-09-24T17:52:44.876Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/81/b2/122602255b582fdcf630f8e44b5c9175391abe10be5e2f4db6a7d4173df1/litellm-1.77.3-py3-none-any.whl", hash = "sha256:f0c8c6bcfa2c9cd9e9fa0304f9a94894d252e7c74f118c37a8f2e4e525b2592b", size = 9118886, upload-time = "2025-09-21T00:59:06.178Z" },
{ url = "https://files.pythonhosted.org/packages/3c/32/90f8587818d146d604ed6eec95f96378363fda06b14817399cc68853383e/litellm-1.77.4-py3-none-any.whl", hash = "sha256:66c2bb776f1e19ceddfa977a2bbf7f05e6f26c4b1fec8b2093bd171d842701b8", size = 9138493, upload-time = "2025-09-24T17:52:40.764Z" },
]
[[package]]
@ -3539,8 +3537,8 @@ name = "loguru"
version = "0.7.3"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "colorama", marker = "python_full_version < '3.13' and sys_platform == 'win32'" },
{ name = "win32-setctime", marker = "python_full_version < '3.13' and sys_platform == 'win32'" },
{ name = "colorama", marker = "sys_platform == 'win32'" },
{ name = "win32-setctime", marker = "sys_platform == 'win32'" },
]
sdist = { url = "https://files.pythonhosted.org/packages/3a/05/a1dae3dffd1116099471c643b8924f5aa6524411dc6c63fdae648c4f1aca/loguru-0.7.3.tar.gz", hash = "sha256:19480589e77d47b8d85b2c827ad95d49bf31b0dcde16593892eb51dd18706eb6", size = 63559, upload-time = "2024-12-06T11:20:56.608Z" }
wheels = [
@ -4409,13 +4407,13 @@ version = "3.5"
source = { registry = "https://pypi.org/simple" }
resolution-markers = [
"python_full_version >= '3.13' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.12.*' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version >= '3.13' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.12.*' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version >= '3.13' and sys_platform == 'emscripten'",
"python_full_version == '3.12.*' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.12.*' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.12.*' and sys_platform == 'emscripten'",
"python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.11.*' and sys_platform == 'emscripten'",
]
sdist = { url = "https://files.pythonhosted.org/packages/6c/4f/ccdb8ad3a38e583f214547fd2f7ff1fc160c43a75af88e6aec213404b96a/networkx-3.5.tar.gz", hash = "sha256:d4c6f9cf81f52d69230866796b82afbccdec3db7ae4fbd1b65ea750feed50037", size = 2471065, upload-time = "2025-05-29T11:35:07.804Z" }
@ -4481,10 +4479,10 @@ version = "1.26.4"
source = { registry = "https://pypi.org/simple" }
resolution-markers = [
"python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version < '3.11' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version < '3.11' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.11.*' and sys_platform == 'emscripten'",
"python_full_version < '3.11' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version < '3.11' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version < '3.11' and sys_platform == 'emscripten'",
]
sdist = { url = "https://files.pythonhosted.org/packages/65/6e/09db70a523a96d25e115e71cc56a6f9031e7b8cd166c1ac8438307c14058/numpy-1.26.4.tar.gz", hash = "sha256:2a02aba9ed12e4ac4eb3ea9421c420301a0c6460d9830d74a9df87efa4912010", size = 15786129, upload-time = "2024-02-06T00:26:44.495Z" }
@ -4521,10 +4519,10 @@ version = "2.3.3"
source = { registry = "https://pypi.org/simple" }
resolution-markers = [
"python_full_version >= '3.13' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.12.*' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version >= '3.13' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.12.*' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version >= '3.13' and sys_platform == 'emscripten'",
"python_full_version == '3.12.*' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.12.*' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.12.*' and sys_platform == 'emscripten'",
]
sdist = { url = "https://files.pythonhosted.org/packages/d0/19/95b3d357407220ed24c139018d2518fab0a61a948e68286a25f1a4d049ff/numpy-2.3.3.tar.gz", hash = "sha256:ddc7c39727ba62b80dfdbedf400d1c10ddfa8eefbd7ec8dcb118be8b56d31029", size = 20576648, upload-time = "2025-09-09T16:54:12.543Z" }
@ -4602,15 +4600,15 @@ wheels = [
[[package]]
name = "ollama"
version = "0.5.4"
version = "0.6.0"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "httpx" },
{ name = "pydantic" },
]
sdist = { url = "https://files.pythonhosted.org/packages/72/62/a36be4555e4218d6c8b35e72e0dfe0823845400097275cd81c9aec4ddf39/ollama-0.5.4.tar.gz", hash = "sha256:75857505a5d42e5e58114a1b78cc8c24596d8866863359d8a2329946a9b6d6f3", size = 45233, upload-time = "2025-09-16T00:25:25.785Z" }
sdist = { url = "https://files.pythonhosted.org/packages/d6/47/f9ee32467fe92744474a8c72e138113f3b529fc266eea76abfdec9a33f3b/ollama-0.6.0.tar.gz", hash = "sha256:da2b2d846b5944cfbcee1ca1e6ee0585f6c9d45a2fe9467cbcd096a37383da2f", size = 50811, upload-time = "2025-09-24T22:46:02.417Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/1b/af/d0a23c8fdec4c8ddb771191d9b36a57fbce6741835a78f1b18ab6d15ae7d/ollama-0.5.4-py3-none-any.whl", hash = "sha256:6374c9bb4f2a371b3583c09786112ba85b006516745689c172a7e28af4d4d1a2", size = 13548, upload-time = "2025-09-16T00:25:24.186Z" },
{ url = "https://files.pythonhosted.org/packages/b5/c1/edc9f41b425ca40b26b7c104c5f6841a4537bb2552bfa6ca66e81405bb95/ollama-0.6.0-py3-none-any.whl", hash = "sha256:534511b3ccea2dff419ae06c3b58d7f217c55be7897c8ce5868dfb6b219cf7a0", size = 14130, upload-time = "2025-09-24T22:46:01.19Z" },
]
[[package]]
@ -4649,7 +4647,7 @@ wheels = [
[[package]]
name = "openai"
version = "1.108.1"
version = "1.109.1"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "anyio" },
@ -4661,9 +4659,9 @@ dependencies = [
{ name = "tqdm" },
{ name = "typing-extensions" },
]
sdist = { url = "https://files.pythonhosted.org/packages/25/7a/3f2fbdf82a22d48405c1872f7c3176a705eee80ff2d2715d29472089171f/openai-1.108.1.tar.gz", hash = "sha256:6648468c1aec4eacfa554001e933a9fa075f57bacfc27588c2e34456cee9fef9", size = 563735, upload-time = "2025-09-19T16:52:20.399Z" }
sdist = { url = "https://files.pythonhosted.org/packages/c6/a1/a303104dc55fc546a3f6914c842d3da471c64eec92043aef8f652eb6c524/openai-1.109.1.tar.gz", hash = "sha256:d173ed8dbca665892a6db099b4a2dfac624f94d20a93f46eb0b56aae940ed869", size = 564133, upload-time = "2025-09-24T13:00:53.075Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/38/87/6ad18ce0e7b910e3706480451df48ff9e0af3b55e5db565adafd68a0706a/openai-1.108.1-py3-none-any.whl", hash = "sha256:952fc027e300b2ac23be92b064eac136a2bc58274cec16f5d2906c361340d59b", size = 948394, upload-time = "2025-09-19T16:52:18.369Z" },
{ url = "https://files.pythonhosted.org/packages/1d/2a/7dd3d207ec669cacc1f186fd856a0f61dbc255d24f6fdc1a6715d6051b0f/openai-1.109.1-py3-none-any.whl", hash = "sha256:6bcaf57086cf59159b8e27447e4e7dd019db5d29a438072fbd49c290c7e65315", size = 948627, upload-time = "2025-09-24T13:00:50.754Z" },
]
[[package]]
@ -5777,16 +5775,16 @@ pycountry = [
[[package]]
name = "pydantic-settings"
version = "2.10.1"
version = "2.11.0"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "pydantic" },
{ name = "python-dotenv" },
{ name = "typing-inspection" },
]
sdist = { url = "https://files.pythonhosted.org/packages/68/85/1ea668bbab3c50071ca613c6ab30047fb36ab0da1b92fa8f17bbc38fd36c/pydantic_settings-2.10.1.tar.gz", hash = "sha256:06f0062169818d0f5524420a360d632d5857b83cffd4d42fe29597807a1614ee", size = 172583, upload-time = "2025-06-24T13:26:46.841Z" }
sdist = { url = "https://files.pythonhosted.org/packages/20/c5/dbbc27b814c71676593d1c3f718e6cd7d4f00652cefa24b75f7aa3efb25e/pydantic_settings-2.11.0.tar.gz", hash = "sha256:d0e87a1c7d33593beb7194adb8470fc426e95ba02af83a0f23474a04c9a08180", size = 188394, upload-time = "2025-09-24T14:19:11.764Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/58/f0/427018098906416f580e3cf1366d3b1abfb408a0652e9f31600c24a1903c/pydantic_settings-2.10.1-py3-none-any.whl", hash = "sha256:a60952460b99cf661dc25c29c0ef171721f98bfcb52ef8d9ea4c943d7c8cc796", size = 45235, upload-time = "2025-06-24T13:26:45.485Z" },
{ url = "https://files.pythonhosted.org/packages/83/d6/887a1ff844e64aa823fb4905978d882a633cfe295c32eacad582b78a7d8b/pydantic_settings-2.11.0-py3-none-any.whl", hash = "sha256:fe2cea3413b9530d10f3a5875adffb17ada5c1e1bab0b2885546d7310415207c", size = 48608, upload-time = "2025-09-24T14:19:10.015Z" },
]
[[package]]
@ -5938,54 +5936,6 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/5a/dc/491b7661614ab97483abf2056be1deee4dc2490ecbf7bff9ab5cdbac86e1/pyreadline3-3.5.4-py3-none-any.whl", hash = "sha256:eaf8e6cc3c49bcccf145fc6067ba8643d1df34d604a1ec0eccbf7a18e6d3fae6", size = 83178, upload-time = "2024-09-19T02:40:08.598Z" },
]
[[package]]
name = "pyside6"
version = "6.9.2"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "pyside6-addons" },
{ name = "pyside6-essentials" },
{ name = "shiboken6" },
]
wheels = [
{ url = "https://files.pythonhosted.org/packages/43/42/43577413bd5ab26f5f21e7a43c9396aac158a5d01900c87e4609c0e96278/pyside6-6.9.2-cp39-abi3-macosx_12_0_universal2.whl", hash = "sha256:71245c76bfbe5c41794ffd8546730ec7cc869d4bbe68535639e026e4ef8a7714", size = 558102, upload-time = "2025-08-26T07:52:57.302Z" },
{ url = "https://files.pythonhosted.org/packages/12/df/cb84f802df3dcc1d196d2f9f37dbb8227761826f936987c9386b8ae1ffcc/pyside6-6.9.2-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:64a9e2146e207d858e00226f68d7c1b4ab332954742a00dcabb721bb9e4aa0cd", size = 558243, upload-time = "2025-08-26T07:52:59.272Z" },
{ url = "https://files.pythonhosted.org/packages/94/2d/715db9da437b4632d06e2c4718aee9937760b84cf36c23d5441989e581b0/pyside6-6.9.2-cp39-abi3-manylinux_2_39_aarch64.whl", hash = "sha256:a78fad16241a1f2ed0fa0098cf3d621f591fc75b4badb7f3fa3959c9d861c806", size = 558245, upload-time = "2025-08-26T07:53:00.838Z" },
{ url = "https://files.pythonhosted.org/packages/59/90/2e75cbff0e17f16b83d2b7e8434ae9175cae8d6ff816c9b56d307cf53c86/pyside6-6.9.2-cp39-abi3-win_amd64.whl", hash = "sha256:d1afbf48f9a5612b9ee2dc7c384c1a65c08b5830ba5e7d01f66d82678e5459df", size = 564604, upload-time = "2025-08-26T07:53:02.402Z" },
{ url = "https://files.pythonhosted.org/packages/dc/34/e3dd4e046673efcbcfbe0aa2760df06b2877739b8f4da60f0229379adebd/pyside6-6.9.2-cp39-abi3-win_arm64.whl", hash = "sha256:1499b1d7629ab92119118e2636b4ace836b25e457ddf01003fdca560560b8c0a", size = 401833, upload-time = "2025-08-26T07:53:03.742Z" },
]
[[package]]
name = "pyside6-addons"
version = "6.9.2"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "pyside6-essentials" },
{ name = "shiboken6" },
]
wheels = [
{ url = "https://files.pythonhosted.org/packages/47/39/a8f4a55001b6a0aaee042e706de2447f21c6dc2a610f3d3debb7d04db821/pyside6_addons-6.9.2-cp39-abi3-macosx_12_0_universal2.whl", hash = "sha256:7019fdcc0059626eb1608b361371f4dc8cb7f2d02f066908fd460739ff5a07cd", size = 316693692, upload-time = "2025-08-26T07:33:31.529Z" },
{ url = "https://files.pythonhosted.org/packages/14/48/0b16e9dabd4cafe02d59531832bc30b6f0e14c92076e90dd02379d365cb2/pyside6_addons-6.9.2-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:24350e5415317f269e743d1f7b4933fe5f59d90894aa067676c9ce6bfe9e7988", size = 166984613, upload-time = "2025-08-26T07:33:47.569Z" },
{ url = "https://files.pythonhosted.org/packages/f4/55/dc42a73387379bae82f921b7659cd2006ec0e80f7052f83ddc07e9eb9cca/pyside6_addons-6.9.2-cp39-abi3-manylinux_2_39_aarch64.whl", hash = "sha256:af8dee517de8d336735a6543f7dd496eb580e852c14b4d2304b890e2a29de499", size = 162908466, upload-time = "2025-08-26T07:39:49.331Z" },
{ url = "https://files.pythonhosted.org/packages/14/fa/396a2e86230c493b565e2dc89dc64e4b1c63582ac69afe77b693c3817a53/pyside6_addons-6.9.2-cp39-abi3-win_amd64.whl", hash = "sha256:98d2413904ee4b2b754b077af7875fa6ec08468c01a6628a2c9c3d2cece4874f", size = 160216647, upload-time = "2025-08-26T07:42:18.903Z" },
{ url = "https://files.pythonhosted.org/packages/a7/fe/25f61259f1d5ec4648c9f6d2abd8e2cba2188f10735a57abafda719958e5/pyside6_addons-6.9.2-cp39-abi3-win_arm64.whl", hash = "sha256:b430cae782ff1a99fb95868043557f22c31b30c94afb9cf73278584e220a2ab6", size = 27126649, upload-time = "2025-08-26T07:42:37.696Z" },
]
[[package]]
name = "pyside6-essentials"
version = "6.9.2"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "shiboken6" },
]
wheels = [
{ url = "https://files.pythonhosted.org/packages/08/21/41960c03721a99e7be99a96ebb8570bdfd6f76f512b5d09074365e27ce28/pyside6_essentials-6.9.2-cp39-abi3-macosx_12_0_universal2.whl", hash = "sha256:713eb8dcbb016ff10e6fca129c1bf2a0fd8cfac979e689264e0be3b332f9398e", size = 133092348, upload-time = "2025-08-26T07:43:57.231Z" },
{ url = "https://files.pythonhosted.org/packages/3e/02/e38ff18f3d2d8d3071aa6823031aad6089267aa4668181db65ce9948bfc0/pyside6_essentials-6.9.2-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:84b8ca4fa56506e2848bdb4c7a0851a5e7adcb916bef9bce25ce2eeb6c7002cc", size = 96569791, upload-time = "2025-08-26T07:44:41.392Z" },
{ url = "https://files.pythonhosted.org/packages/9a/a1/1203d4db6919b42a937d9ac5ddb84b20ea42eb119f7c1ddeb77cb8fdb00c/pyside6_essentials-6.9.2-cp39-abi3-manylinux_2_39_aarch64.whl", hash = "sha256:d0f701503974bd51b408966539aa6956f3d8536e547ea8002fbfb3d77796bbc3", size = 94311809, upload-time = "2025-08-26T07:46:44.924Z" },
{ url = "https://files.pythonhosted.org/packages/a8/e3/3b3e869d3e332b6db93f6f64fac3b12f5c48b84f03f2aa50ee5c044ec0de/pyside6_essentials-6.9.2-cp39-abi3-win_amd64.whl", hash = "sha256:b2f746f795138ac63eb173f9850a6db293461a1b6ce22cf6dafac7d194a38951", size = 72624566, upload-time = "2025-08-26T07:48:04.64Z" },
{ url = "https://files.pythonhosted.org/packages/91/70/db78afc8b60b2e53f99145bde2f644cca43924a4dd869ffe664e0792730a/pyside6_essentials-6.9.2-cp39-abi3-win_arm64.whl", hash = "sha256:ecd7b5cd9e271f397fb89a6357f4ec301d8163e50869c6c557f9ccc6bed42789", size = 49561720, upload-time = "2025-08-26T07:49:43.708Z" },
]
[[package]]
name = "pysocks"
version = "1.7.1"
@ -6344,15 +6294,6 @@ 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" },
]
[[package]]
name = "qasync"
version = "0.27.1"
source = { registry = "https://pypi.org/simple" }
sdist = { url = "https://files.pythonhosted.org/packages/1c/e0/7c7c973f52e1765d6ddfc41e9272294f65d5d52b8f5f5eae92adf411ad46/qasync-0.27.1.tar.gz", hash = "sha256:8dc768fd1ee5de1044c7c305eccf2d39d24d87803ea71189d4024fb475f4985f", size = 14287, upload-time = "2023-11-19T14:19:55.535Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/51/06/bc628aa2981bcfd452a08ee435b812fd3eee4ada8acb8a76c4a09d1a5a77/qasync-0.27.1-py3-none-any.whl", hash = "sha256:5d57335723bc7d9b328dadd8cb2ed7978640e4bf2da184889ce50ee3ad2602c7", size = 14866, upload-time = "2023-11-19T14:19:54.345Z" },
]
[[package]]
name = "rapidfuzz"
version = "3.14.1"
@ -6971,13 +6912,13 @@ version = "1.16.2"
source = { registry = "https://pypi.org/simple" }
resolution-markers = [
"python_full_version >= '3.13' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.12.*' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version >= '3.13' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.12.*' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version >= '3.13' and sys_platform == 'emscripten'",
"python_full_version == '3.12.*' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.12.*' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.12.*' and sys_platform == 'emscripten'",
"python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and sys_platform != 'emscripten'",
"python_full_version == '3.11.*' and sys_platform == 'emscripten'",
]
dependencies = [
@ -7048,15 +6989,15 @@ wheels = [
[[package]]
name = "sentry-sdk"
version = "2.38.0"
version = "2.39.0"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "certifi" },
{ name = "urllib3" },
]
sdist = { url = "https://files.pythonhosted.org/packages/b2/22/60fd703b34d94d216b2387e048ac82de3e86b63bc28869fb076f8bb0204a/sentry_sdk-2.38.0.tar.gz", hash = "sha256:792d2af45e167e2f8a3347143f525b9b6bac6f058fb2014720b40b84ccbeb985", size = 348116, upload-time = "2025-09-15T15:00:37.846Z" }
sdist = { url = "https://files.pythonhosted.org/packages/4c/72/43294fa4bdd75c51610b5104a3ff834459ba653abb415150aa7826a249dd/sentry_sdk-2.39.0.tar.gz", hash = "sha256:8c185854d111f47f329ab6bc35993f28f7a6b7114db64aa426b326998cfa14e9", size = 348556, upload-time = "2025-09-25T09:15:39.064Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/7a/84/bde4c4bbb269b71bc09316af8eb00da91f67814d40337cc12ef9c8742541/sentry_sdk-2.38.0-py2.py3-none-any.whl", hash = "sha256:2324aea8573a3fa1576df7fb4d65c4eb8d9929c8fa5939647397a07179eef8d0", size = 370346, upload-time = "2025-09-15T15:00:35.821Z" },
{ url = "https://files.pythonhosted.org/packages/dd/44/4356cc64246ba7b2b920f7c97a85c3c52748e213e250b512ee8152eb559d/sentry_sdk-2.39.0-py2.py3-none-any.whl", hash = "sha256:ba655ca5e57b41569b18e2a5552cb3375209760a5d332cdd87c6c3f28f729602", size = 370851, upload-time = "2025-09-25T09:15:36.35Z" },
]
[package.optional-dependencies]
@ -7082,18 +7023,6 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/e0/f9/0595336914c5619e5f28a1fb793285925a8cd4b432c9da0a987836c7f822/shellingham-1.5.4-py2.py3-none-any.whl", hash = "sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686", size = 9755, upload-time = "2023-10-24T04:13:38.866Z" },
]
[[package]]
name = "shiboken6"
version = "6.9.2"
source = { registry = "https://pypi.org/simple" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/1a/1e/62a8757aa0aa8d5dbf876f6cb6f652a60be9852e7911b59269dd983a7fb5/shiboken6-6.9.2-cp39-abi3-macosx_12_0_universal2.whl", hash = "sha256:8bb1c4326330e53adeac98bfd9dcf57f5173a50318a180938dcc4825d9ca38da", size = 406337, upload-time = "2025-08-26T07:52:39.614Z" },
{ url = "https://files.pythonhosted.org/packages/3b/bb/72a8ed0f0542d9ea935f385b396ee6a4bbd94749c817cbf2be34e80a16d3/shiboken6-6.9.2-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:3b54c0a12ea1b03b9dc5dcfb603c366e957dc75341bf7cb1cc436d0d848308ee", size = 206733, upload-time = "2025-08-26T07:52:41.768Z" },
{ url = "https://files.pythonhosted.org/packages/52/c4/09e902f5612a509cef2c8712c516e4fe44f3a1ae9fcd8921baddb5e6bae4/shiboken6-6.9.2-cp39-abi3-manylinux_2_39_aarch64.whl", hash = "sha256:a5f5985938f5acb604c23536a0ff2efb3cccb77d23da91fbaff8fd8ded3dceb4", size = 202784, upload-time = "2025-08-26T07:52:43.172Z" },
{ url = "https://files.pythonhosted.org/packages/a4/ea/a56b094a4bf6facf89f52f58e83684e168b1be08c14feb8b99969f3d4189/shiboken6-6.9.2-cp39-abi3-win_amd64.whl", hash = "sha256:68c33d565cd4732be762d19ff67dfc53763256bac413d392aa8598b524980bc4", size = 1152089, upload-time = "2025-08-26T07:52:45.162Z" },
{ url = "https://files.pythonhosted.org/packages/48/64/562a527fc55fbf41fa70dae735929988215505cb5ec0809fb0aef921d4a0/shiboken6-6.9.2-cp39-abi3-win_arm64.whl", hash = "sha256:c5b827797b3d89d9b9a3753371ff533fcd4afc4531ca51a7c696952132098054", size = 1708948, upload-time = "2025-08-26T07:52:48.016Z" },
]
[[package]]
name = "sigtools"
version = "4.0.1"
@ -7255,11 +7184,11 @@ asyncio = [
[[package]]
name = "sqlglot"
version = "27.16.3"
version = "27.18.0"
source = { registry = "https://pypi.org/simple" }
sdist = { url = "https://files.pythonhosted.org/packages/8f/a9/c50f262c5b1a4ca110a110b3ea2312e9a2febee19c21f849389501d08c5c/sqlglot-27.16.3.tar.gz", hash = "sha256:bf5cc3b7c90c3682365353a318089e69e859939943d7882562ba39be650a6202", size = 5471626, upload-time = "2025-09-18T14:32:00.211Z" }
sdist = { url = "https://files.pythonhosted.org/packages/01/56/ef3c705c750b262d4cca787982e3b640d46e8b40ba06d1d5577fb1bb4d76/sqlglot-27.18.0.tar.gz", hash = "sha256:6901eb1805226f38852e53c473d67c8e13bacf11ffe5d90170874f3d7b199acf", size = 5478250, upload-time = "2025-09-25T10:31:47.423Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/48/16/3ef8601ebef21b0971179242589d9811e68c9032c22f1910e3a68fe698ff/sqlglot-27.16.3-py3-none-any.whl", hash = "sha256:3765ef1da6c9a04dd9e9ab4bcf24ca54daae72d86d693954aed84dbbbff2ff3b", size = 518006, upload-time = "2025-09-18T14:31:56.741Z" },
{ url = "https://files.pythonhosted.org/packages/ca/cc/110103f57c249bed40e85bd069ec3d2c29250ea228c89ed9d161924bb44d/sqlglot-27.18.0-py3-none-any.whl", hash = "sha256:71c122ddc99128347e1cd9ad6ed08b378cdf233e27eb78abce7542f47c723edd", size = 520293, upload-time = "2025-09-25T10:31:44.927Z" },
]
[[package]]
@ -7626,7 +7555,7 @@ wheels = [
[[package]]
name = "typer"
version = "0.19.1"
version = "0.19.2"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "click" },
@ -7634,9 +7563,9 @@ dependencies = [
{ name = "shellingham" },
{ name = "typing-extensions" },
]
sdist = { url = "https://files.pythonhosted.org/packages/03/ea/9cc57c3c627fd7a6a0907ea371019fe74c3ec00e3cf209a6864140a602ad/typer-0.19.1.tar.gz", hash = "sha256:cb881433a4b15dacc875bb0583d1a61e78497806741f9aba792abcab390c03e6", size = 104802, upload-time = "2025-09-20T08:59:22.692Z" }
sdist = { url = "https://files.pythonhosted.org/packages/21/ca/950278884e2ca20547ff3eb109478c6baf6b8cf219318e6bc4f666fad8e8/typer-0.19.2.tar.gz", hash = "sha256:9ad824308ded0ad06cc716434705f691d4ee0bfd0fb081839d2e426860e7fdca", size = 104755, upload-time = "2025-09-23T09:47:48.256Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/1e/fa/6473c00b5eb26a2ba427813107699d3e6f4e1a4afad3f7494b17bdef3422/typer-0.19.1-py3-none-any.whl", hash = "sha256:914b2b39a1da4bafca5f30637ca26fa622a5bf9f515e5fdc772439f306d5682a", size = 46876, upload-time = "2025-09-20T08:59:21.153Z" },
{ url = "https://files.pythonhosted.org/packages/00/22/35617eee79080a5d071d0f14ad698d325ee6b3bf824fc0467c03b30e7fa8/typer-0.19.2-py3-none-any.whl", hash = "sha256:755e7e19670ffad8283db353267cb81ef252f595aa6834a0d1ca9312d9326cb9", size = 46748, upload-time = "2025-09-23T09:47:46.777Z" },
]
[[package]]
@ -7849,16 +7778,16 @@ wheels = [
[[package]]
name = "uvicorn"
version = "0.36.0"
version = "0.37.0"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "click" },
{ name = "h11" },
{ name = "typing-extensions", marker = "python_full_version < '3.11'" },
]
sdist = { url = "https://files.pythonhosted.org/packages/ef/5e/f0cd46063a02fd8515f0e880c37d2657845b7306c16ce6c4ffc44afd9036/uvicorn-0.36.0.tar.gz", hash = "sha256:527dc68d77819919d90a6b267be55f0e76704dca829d34aea9480be831a9b9d9", size = 80032, upload-time = "2025-09-20T01:07:14.418Z" }
sdist = { url = "https://files.pythonhosted.org/packages/71/57/1616c8274c3442d802621abf5deb230771c7a0fec9414cb6763900eb3868/uvicorn-0.37.0.tar.gz", hash = "sha256:4115c8add6d3fd536c8ee77f0e14a7fd2ebba939fed9b02583a97f80648f9e13", size = 80367, upload-time = "2025-09-23T13:33:47.486Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/96/06/5cc0542b47c0338c1cb676b348e24a1c29acabc81000bced518231dded6f/uvicorn-0.36.0-py3-none-any.whl", hash = "sha256:6bb4ba67f16024883af8adf13aba3a9919e415358604ce46780d3f9bdc36d731", size = 67675, upload-time = "2025-09-20T01:07:12.984Z" },
{ url = "https://files.pythonhosted.org/packages/85/cd/584a2ceb5532af99dd09e50919e3615ba99aa127e9850eafe5f31ddfdb9a/uvicorn-0.37.0-py3-none-any.whl", hash = "sha256:913b2b88672343739927ce381ff9e2ad62541f9f8289664fa1d1d3803fa2ce6c", size = 67976, upload-time = "2025-09-23T13:33:45.842Z" },
]
[package.optional-dependencies]
@ -8033,11 +7962,11 @@ wheels = [
[[package]]
name = "wcwidth"
version = "0.2.13"
version = "0.2.14"
source = { registry = "https://pypi.org/simple" }
sdist = { url = "https://files.pythonhosted.org/packages/6c/63/53559446a878410fc5a5974feb13d31d78d752eb18aeba59c7fef1af7598/wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5", size = 101301, upload-time = "2024-01-06T02:10:57.829Z" }
sdist = { url = "https://files.pythonhosted.org/packages/24/30/6b0809f4510673dc723187aeaf24c7f5459922d01e2f794277a3dfb90345/wcwidth-0.2.14.tar.gz", hash = "sha256:4d478375d31bc5395a3c55c40ccdf3354688364cd61c4f6adacaa9215d0b3605", size = 102293, upload-time = "2025-09-22T16:29:53.023Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/fd/84/fd2ba7aafacbad3c4201d395674fc6348826569da3c0937e75505ead3528/wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859", size = 34166, upload-time = "2024-01-06T02:10:55.763Z" },
{ url = "https://files.pythonhosted.org/packages/af/b5/123f13c975e9f27ab9c0770f514345bd406d0e8d3b7a0723af9d43f710af/wcwidth-0.2.14-py2.py3-none-any.whl", hash = "sha256:a7bb560c8aee30f9957e5f9895805edd20602f2d7f720186dfd906e82b4982e1", size = 37286, upload-time = "2025-09-22T16:29:51.641Z" },
]
[[package]]