feat: Add support for ChromaDB (#622)
<!-- .github/pull_request_template.md --> ## Description <!-- Provide a clear description of the changes in this PR --> # Add Support for ChromaDB ## Summary This PR adds support for ChromaDB as a vector database option in the Cognee application. ChromaDB is a modern, open-source embedding database designed for AI applications. ## Changes - Created a new ChromaDBAdapter implementation for vector database operations - Added comprehensive test suite for ChromaDB functionality - Updated docker-compose.yml to include ChromaDB service - Modified environment configuration to support ChromaDB settings - Updated vector engine creation logic to support ChromaDB as an option ## Technical Details - Implemented `ChromaDBAdapter.py` (347 lines) with full CRUD operations for vector data - Created test suite (`test_chromadb.py`) with 171 lines of test coverage - Updated vector engine creation process to dynamically select ChromaDB when configured - Modified settings router to accommodate new database option - Updated environment template with ChromaDB configuration options ## Docker Changes - Added ChromaDB service to docker-compose.yml with appropriate configuration This PR enhances Cognee's flexibility by providing an alternative vector database option, allowing users to choose the most appropriate database for their specific use case. ## DCO Affirmation I affirm that all code in every commit of this pull request conforms to the terms of the Topoteretes Developer Certificate of Origin Tested with UI + tests. <!-- This is an auto-generated comment: release notes by coderabbit.ai --> ## Summary by CodeRabbit - **New Features** - Expanded vector database integration by adding support for Chromadb, enabling enhanced data management and search functionalities. - **Tests** - Added automated tests to validate the Chromadb integration and related operations. - **Chores** - Updated configuration guidance and dependency management to include Chromadb. - Provided an optional container deployment template for Chromadb. - Added a new entry to ignore the `.chromadb_data/` directory in version control. - Introduced a new GitHub Actions workflow for testing Chromadb integration. <!-- end of auto-generated comment: release notes by coderabbit.ai --> --------- Co-authored-by: hajdul88 <52442977+hajdul88@users.noreply.github.com> Co-authored-by: Vasilije <8619304+Vasilije1990@users.noreply.github.com>
This commit is contained in:
Dmitrii Galkin
GitHub
parent
daf7d4ae26
commit
e147fa5bde
11 changed files with 1247 additions and 64 deletions
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@ -30,7 +30,7 @@ GRAPH_DATABASE_URL=
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GRAPH_DATABASE_USERNAME=
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GRAPH_DATABASE_PASSWORD=
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# "qdrant", "pgvector", "weaviate", "milvus" or "lancedb"
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# "qdrant", "pgvector", "weaviate", "milvus", "lancedb" or "chromadb"
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VECTOR_DB_PROVIDER="lancedb"
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# Not needed if using "lancedb" or "pgvector"
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VECTOR_DB_URL=
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63
.github/workflows/test_chromadb.yml
vendored
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63
.github/workflows/test_chromadb.yml
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@ -0,0 +1,63 @@
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name: test | chromadb
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on:
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workflow_dispatch:
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pull_request:
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types: [labeled, synchronize]
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concurrency:
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group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
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cancel-in-progress: true
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env:
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RUNTIME__LOG_LEVEL: ERROR
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jobs:
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run_chromadb_integration_test:
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name: chromadb test
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runs-on: ubuntu-22.04
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defaults:
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run:
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shell: bash
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services:
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chromadb:
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image: chromadb/chroma:0.6.3
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volumes:
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- chroma-data:/chroma/chroma
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ports:
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- 3002:8000
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steps:
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- name: Check out
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uses: actions/checkout@master
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- name: Setup Python
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uses: actions/setup-python@v5
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with:
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python-version: '3.11.x'
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- name: Install Poetry
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uses: snok/install-poetry@v1.4.1
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with:
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virtualenvs-create: true
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virtualenvs-in-project: true
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installer-parallel: true
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- name: Install dependencies
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run: poetry install --no-interaction
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- name: Run chromadb test
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env:
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ENV: 'dev'
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VECTOR_DB_PROVIDER: chromadb
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VECTOR_DB_URL: http://localhost:3002
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VECTOR_DB_KEY: test-token
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LLM_MODEL: ${{ secrets.LLM_MODEL }}
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LLM_ENDPOINT: ${{ secrets.LLM_ENDPOINT }}
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LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
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LLM_API_VERSION: ${{ secrets.LLM_API_VERSION }}
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EMBEDDING_MODEL: ${{ secrets.EMBEDDING_MODEL }}
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EMBEDDING_ENDPOINT: ${{ secrets.EMBEDDING_ENDPOINT }}
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EMBEDDING_API_KEY: ${{ secrets.EMBEDDING_API_KEY }}
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EMBEDDING_API_VERSION: ${{ secrets.EMBEDDING_API_VERSION }}
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run: poetry run python ./cognee/tests/test_chromadb.py
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3
.gitignore
vendored
3
.gitignore
vendored
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@ -186,3 +186,6 @@ node_modules/
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# Evals
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SWE-bench_testsample/
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# ChromaDB Data
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.chromadb_data/
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@ -27,7 +27,13 @@ class LLMConfigInputDTO(InDTO):
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class VectorDBConfigInputDTO(InDTO):
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provider: Union[Literal["lancedb"], Literal["qdrant"], Literal["weaviate"], Literal["pgvector"]]
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provider: Union[
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Literal["lancedb"],
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Literal["chromadb"],
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Literal["qdrant"],
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Literal["weaviate"],
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Literal["pgvector"],
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]
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url: str
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api_key: str
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@ -0,0 +1,367 @@
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import logging
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from typing import Dict, List, Optional, Any
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import os
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import json
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from uuid import UUID
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from chromadb import AsyncHttpClient, Settings
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from cognee.exceptions import InvalidValueError
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from cognee.infrastructure.engine.utils import parse_id
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from cognee.infrastructure.engine import DataPoint
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from cognee.infrastructure.databases.vector.models.ScoredResult import ScoredResult
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from ..embeddings.EmbeddingEngine import EmbeddingEngine
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from ..vector_db_interface import VectorDBInterface
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from ..utils import normalize_distances
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logger = logging.getLogger("ChromaDBAdapter")
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class IndexSchema(DataPoint):
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text: str
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metadata: dict = {"index_fields": ["text"]}
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def model_dump(self):
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data = super().model_dump()
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return process_data_for_chroma(data)
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def process_data_for_chroma(data):
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"""Convert complex data types to a format suitable for ChromaDB storage."""
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processed_data = {}
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for key, value in data.items():
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if isinstance(value, UUID):
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processed_data[key] = str(value)
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elif isinstance(value, dict):
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# Store dictionaries as JSON strings with special prefix
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processed_data[f"{key}__dict"] = json.dumps(value)
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elif isinstance(value, list):
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# Store lists as JSON strings with special prefix
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processed_data[f"{key}__list"] = json.dumps(value)
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elif isinstance(value, (str, int, float, bool)) or value is None:
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processed_data[key] = value
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else:
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processed_data[key] = str(value)
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return processed_data
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def restore_data_from_chroma(data):
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"""Restore original data structure from ChromaDB storage format."""
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restored_data = {}
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dict_keys = []
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list_keys = []
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# First, identify all special keys
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for key in data.keys():
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if key.endswith("__dict"):
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dict_keys.append(key)
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elif key.endswith("__list"):
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list_keys.append(key)
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else:
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restored_data[key] = data[key]
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# Process dictionary fields
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for key in dict_keys:
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original_key = key[:-6] # Remove '__dict' suffix
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try:
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restored_data[original_key] = json.loads(data[key])
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except Exception as e:
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logger.debug(f"Error restoring dictionary from JSON: {e}")
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restored_data[key] = data[key]
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# Process list fields
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for key in list_keys:
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original_key = key[:-6] # Remove '__list' suffix
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try:
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restored_data[original_key] = json.loads(data[key])
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except Exception as e:
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logger.debug(f"Error restoring list from JSON: {e}")
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restored_data[key] = data[key]
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return restored_data
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class ChromaDBAdapter(VectorDBInterface):
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name = "ChromaDB"
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url: str
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api_key: str
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connection: AsyncHttpClient = None
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def __init__(
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self, url: Optional[str], api_key: Optional[str], embedding_engine: EmbeddingEngine
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):
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self.embedding_engine = embedding_engine
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self.url = url
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self.api_key = api_key
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async def get_connection(self) -> AsyncHttpClient:
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if self.connection is None:
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settings = Settings(
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chroma_client_auth_provider="token", chroma_client_auth_credentials=self.api_key
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)
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self.connection = await AsyncHttpClient(host=self.url, settings=settings)
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return self.connection
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async def embed_data(self, data: list[str]) -> list[list[float]]:
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return await self.embedding_engine.embed_text(data)
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async def has_collection(self, collection_name: str) -> bool:
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client = await self.get_connection()
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collections = await client.list_collections()
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# In ChromaDB v0.6.0, list_collections returns collection names directly
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return collection_name in collections
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async def create_collection(self, collection_name: str, payload_schema=None):
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client = await self.get_connection()
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if not await self.has_collection(collection_name):
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await client.create_collection(name=collection_name, metadata={"hnsw:space": "cosine"})
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async def create_data_points(self, collection_name: str, data_points: list[DataPoint]):
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client = await self.get_connection()
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if not await self.has_collection(collection_name):
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await self.create_collection(collection_name)
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collection = await client.get_collection(collection_name)
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texts = [DataPoint.get_embeddable_data(data_point) for data_point in data_points]
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embeddings = await self.embed_data(texts)
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ids = [str(data_point.id) for data_point in data_points]
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metadatas = []
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for data_point in data_points:
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metadata = data_point.model_dump()
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metadatas.append(process_data_for_chroma(metadata))
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await collection.upsert(
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ids=ids, embeddings=embeddings, metadatas=metadatas, documents=texts
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)
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async def create_vector_index(self, index_name: str, index_property_name: str):
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"""Create a vector index as a ChromaDB collection."""
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await self.create_collection(f"{index_name}_{index_property_name}")
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async def index_data_points(
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self, index_name: str, index_property_name: str, data_points: list[DataPoint]
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):
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"""Index data points using the specified index property."""
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await self.create_data_points(
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f"{index_name}_{index_property_name}",
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[
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IndexSchema(
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id=data_point.id,
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text=getattr(data_point, data_point.metadata["index_fields"][0]),
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)
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for data_point in data_points
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],
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)
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async def retrieve(self, collection_name: str, data_point_ids: list[str]):
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"""Retrieve data points by their IDs from a collection."""
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client = await self.get_connection()
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collection = await client.get_collection(collection_name)
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results = await collection.get(ids=data_point_ids, include=["metadatas"])
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return [
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ScoredResult(
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id=parse_id(id),
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payload=restore_data_from_chroma(metadata),
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score=0,
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)
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for id, metadata in zip(results["ids"], results["metadatas"])
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]
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async def get_distance_from_collection_elements(
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self, collection_name: str, query_text: str = None, query_vector: List[float] = None
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):
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"""Calculate distance between query and all elements in a collection."""
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if query_text is None and query_vector is None:
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raise InvalidValueError(message="One of query_text or query_vector must be provided!")
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if query_text and not query_vector:
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query_vector = (await self.embedding_engine.embed_text([query_text]))[0]
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client = await self.get_connection()
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try:
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collection = await client.get_collection(collection_name)
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collection_count = await collection.count()
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results = await collection.query(
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query_embeddings=[query_vector],
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include=["metadatas", "distances"],
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n_results=collection_count,
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)
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result_values = []
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for i, (id, metadata, distance) in enumerate(
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zip(results["ids"][0], results["metadatas"][0], results["distances"][0])
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):
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result_values.append(
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{
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"id": parse_id(id),
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"payload": restore_data_from_chroma(metadata),
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"_distance": distance,
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}
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)
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normalized_values = normalize_distances(result_values)
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scored_results = []
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for i, result in enumerate(result_values):
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scored_results.append(
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ScoredResult(
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id=result["id"],
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payload=result["payload"],
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score=normalized_values[i],
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)
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)
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return scored_results
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except Exception as e:
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logger.error(f"Error in get_distance_from_collection_elements: {str(e)}")
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return []
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async def search(
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self,
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collection_name: str,
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query_text: str = None,
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query_vector: List[float] = None,
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limit: int = 5,
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with_vector: bool = False,
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normalized: bool = True,
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):
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"""Search for similar items in a collection using text or vector query."""
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if query_text is None and query_vector is None:
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raise InvalidValueError(message="One of query_text or query_vector must be provided!")
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if query_text and not query_vector:
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query_vector = (await self.embedding_engine.embed_text([query_text]))[0]
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try:
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client = await self.get_connection()
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collection = await client.get_collection(collection_name)
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results = await collection.query(
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query_embeddings=[query_vector],
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include=["metadatas", "distances", "embeddings"]
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if with_vector
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else ["metadatas", "distances"],
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n_results=limit,
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)
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vector_list = []
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for i, (id, metadata, distance) in enumerate(
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zip(results["ids"][0], results["metadatas"][0], results["distances"][0])
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):
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item = {
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"id": parse_id(id),
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"payload": restore_data_from_chroma(metadata),
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"_distance": distance,
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}
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if with_vector and "embeddings" in results:
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item["vector"] = results["embeddings"][0][i]
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vector_list.append(item)
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# Normalize vector distance
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normalized_values = normalize_distances(vector_list)
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for i in range(len(normalized_values)):
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vector_list[i]["score"] = normalized_values[i]
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# Create and return ScoredResult objects
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return [
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ScoredResult(
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id=row["id"],
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payload=row["payload"],
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score=row["score"],
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vector=row.get("vector") if with_vector else None,
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)
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for row in vector_list
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]
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except Exception as e:
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logger.error(f"Error in search: {str(e)}")
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return []
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async def batch_search(
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self,
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collection_name: str,
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query_texts: List[str],
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limit: int = 5,
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with_vectors: bool = False,
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):
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"""Perform multiple searches in a single request for efficiency."""
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query_vectors = await self.embed_data(query_texts)
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client = await self.get_connection()
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collection = await client.get_collection(collection_name)
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results = await collection.query(
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query_embeddings=query_vectors,
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include=["metadatas", "distances", "embeddings"]
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if with_vectors
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else ["metadatas", "distances"],
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n_results=limit,
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)
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all_results = []
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for i in range(len(query_texts)):
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vector_list = []
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for j, (id, metadata, distance) in enumerate(
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zip(results["ids"][i], results["metadatas"][i], results["distances"][i])
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):
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item = {
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"id": parse_id(id),
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"payload": restore_data_from_chroma(metadata),
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"_distance": distance,
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}
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if with_vectors and "embeddings" in results:
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item["vector"] = results["embeddings"][i][j]
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vector_list.append(item)
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normalized_values = normalize_distances(vector_list)
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query_results = []
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for j, item in enumerate(vector_list):
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result = ScoredResult(
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id=item["id"],
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payload=item["payload"],
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score=normalized_values[j],
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)
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if with_vectors and "embeddings" in results:
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result.vector = item.get("vector")
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query_results.append(result)
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all_results.append(query_results)
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return all_results
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async def delete_data_points(self, collection_name: str, data_point_ids: list[str]):
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"""Remove data points from a collection by their IDs."""
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client = await self.get_connection()
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collection = await client.get_collection(collection_name)
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await collection.delete(ids=data_point_ids)
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return True
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async def prune(self):
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"""Delete all collections in the ChromaDB database."""
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client = await self.get_connection()
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collections = await client.list_collections()
|
||||
for collection_name in collections:
|
||||
await client.delete_collection(collection_name)
|
||||
return True
|
||||
|
||||
async def get_collection_names(self):
|
||||
"""Get a list of all collection names in the database."""
|
||||
client = await self.get_connection()
|
||||
return await client.list_collections()
|
||||
|
|
@ -82,6 +82,22 @@ def create_vector_engine(
|
|||
embedding_engine=embedding_engine,
|
||||
)
|
||||
|
||||
elif vector_db_provider == "chromadb":
|
||||
try:
|
||||
import chromadb
|
||||
except ImportError:
|
||||
raise ImportError(
|
||||
"ChromaDB is not installed. Please install it with 'pip install chromadb'"
|
||||
)
|
||||
|
||||
from .chromadb.ChromaDBAdapter import ChromaDBAdapter
|
||||
|
||||
return ChromaDBAdapter(
|
||||
url=vector_db_url,
|
||||
api_key=vector_db_key,
|
||||
embedding_engine=embedding_engine,
|
||||
)
|
||||
|
||||
else:
|
||||
from .lancedb.LanceDBAdapter import LanceDBAdapter
|
||||
|
||||
|
|
|
|||
169
cognee/tests/test_chromadb.py
Normal file
169
cognee/tests/test_chromadb.py
Normal file
|
|
@ -0,0 +1,169 @@
|
|||
import os
|
||||
import logging
|
||||
import pathlib
|
||||
import cognee
|
||||
|
||||
from cognee.modules.data.models import Data
|
||||
from cognee.modules.search.types import SearchType
|
||||
from cognee.modules.retrieval.utils.brute_force_triplet_search import brute_force_triplet_search
|
||||
from cognee.modules.users.methods import get_default_user
|
||||
|
||||
logging.basicConfig(level=logging.DEBUG)
|
||||
|
||||
|
||||
async def test_local_file_deletion(data_text, file_location):
|
||||
from sqlalchemy import select
|
||||
import hashlib
|
||||
from cognee.infrastructure.databases.relational import get_relational_engine
|
||||
|
||||
engine = get_relational_engine()
|
||||
|
||||
async with engine.get_async_session() as session:
|
||||
# Get hash of data contents
|
||||
encoded_text = data_text.encode("utf-8")
|
||||
data_hash = hashlib.md5(encoded_text).hexdigest()
|
||||
# Get data entry from database based on hash contents
|
||||
data = (await session.scalars(select(Data).where(Data.content_hash == data_hash))).one()
|
||||
assert os.path.isfile(data.raw_data_location), (
|
||||
f"Data location doesn't exist: {data.raw_data_location}"
|
||||
)
|
||||
# Test deletion of data along with local files created by cognee
|
||||
await engine.delete_data_entity(data.id)
|
||||
assert not os.path.exists(data.raw_data_location), (
|
||||
f"Data location still exists after deletion: {data.raw_data_location}"
|
||||
)
|
||||
|
||||
async with engine.get_async_session() as session:
|
||||
# Get data entry from database based on file path
|
||||
data = (
|
||||
await session.scalars(select(Data).where(Data.raw_data_location == file_location))
|
||||
).one()
|
||||
assert os.path.isfile(data.raw_data_location), (
|
||||
f"Data location doesn't exist: {data.raw_data_location}"
|
||||
)
|
||||
# Test local files not created by cognee won't get deleted
|
||||
await engine.delete_data_entity(data.id)
|
||||
assert os.path.exists(data.raw_data_location), (
|
||||
f"Data location doesn't exists: {data.raw_data_location}"
|
||||
)
|
||||
|
||||
|
||||
async def test_getting_of_documents(dataset_name_1):
|
||||
# Test getting of documents for search per dataset
|
||||
from cognee.modules.users.permissions.methods import get_document_ids_for_user
|
||||
|
||||
user = await get_default_user()
|
||||
document_ids = await get_document_ids_for_user(user.id, [dataset_name_1])
|
||||
assert len(document_ids) == 1, (
|
||||
f"Number of expected documents doesn't match {len(document_ids)} != 1"
|
||||
)
|
||||
|
||||
# Test getting of documents for search when no dataset is provided
|
||||
user = await get_default_user()
|
||||
document_ids = await get_document_ids_for_user(user.id)
|
||||
assert len(document_ids) == 2, (
|
||||
f"Number of expected documents doesn't match {len(document_ids)} != 2"
|
||||
)
|
||||
|
||||
|
||||
async def main():
|
||||
cognee.config.set_vector_db_config(
|
||||
{
|
||||
"vector_db_url": "http://localhost:3002",
|
||||
"vector_db_key": "test-token",
|
||||
"vector_db_provider": "chromadb",
|
||||
}
|
||||
)
|
||||
|
||||
data_directory_path = str(
|
||||
pathlib.Path(
|
||||
os.path.join(pathlib.Path(__file__).parent, ".data_storage/test_chromadb")
|
||||
).resolve()
|
||||
)
|
||||
cognee.config.data_root_directory(data_directory_path)
|
||||
cognee_directory_path = str(
|
||||
pathlib.Path(
|
||||
os.path.join(pathlib.Path(__file__).parent, ".cognee_system/test_chromadb")
|
||||
).resolve()
|
||||
)
|
||||
cognee.config.system_root_directory(cognee_directory_path)
|
||||
|
||||
await cognee.prune.prune_data()
|
||||
await cognee.prune.prune_system(metadata=True)
|
||||
|
||||
dataset_name_1 = "natural_language"
|
||||
dataset_name_2 = "quantum"
|
||||
|
||||
explanation_file_path = os.path.join(
|
||||
pathlib.Path(__file__).parent, "test_data/Natural_language_processing.txt"
|
||||
)
|
||||
await cognee.add([explanation_file_path], dataset_name_1)
|
||||
|
||||
text = """A quantum computer is a computer that takes advantage of quantum mechanical phenomena.
|
||||
At small scales, physical matter exhibits properties of both particles and waves, and quantum computing leverages this behavior, specifically quantum superposition and entanglement, using specialized hardware that supports the preparation and manipulation of quantum states.
|
||||
Classical physics cannot explain the operation of these quantum devices, and a scalable quantum computer could perform some calculations exponentially faster (with respect to input size scaling) than any modern "classical" computer. In particular, a large-scale quantum computer could break widely used encryption schemes and aid physicists in performing physical simulations; however, the current state of the technology is largely experimental and impractical, with several obstacles to useful applications. Moreover, scalable quantum computers do not hold promise for many practical tasks, and for many important tasks quantum speedups are proven impossible.
|
||||
The basic unit of information in quantum computing is the qubit, similar to the bit in traditional digital electronics. Unlike a classical bit, a qubit can exist in a superposition of its two "basis" states. When measuring a qubit, the result is a probabilistic output of a classical bit, therefore making quantum computers nondeterministic in general. If a quantum computer manipulates the qubit in a particular way, wave interference effects can amplify the desired measurement results. The design of quantum algorithms involves creating procedures that allow a quantum computer to perform calculations efficiently and quickly.
|
||||
Physically engineering high-quality qubits has proven challenging. If a physical qubit is not sufficiently isolated from its environment, it suffers from quantum decoherence, introducing noise into calculations. Paradoxically, perfectly isolating qubits is also undesirable because quantum computations typically need to initialize qubits, perform controlled qubit interactions, and measure the resulting quantum states. Each of those operations introduces errors and suffers from noise, and such inaccuracies accumulate.
|
||||
In principle, a non-quantum (classical) computer can solve the same computational problems as a quantum computer, given enough time. Quantum advantage comes in the form of time complexity rather than computability, and quantum complexity theory shows that some quantum algorithms for carefully selected tasks require exponentially fewer computational steps than the best known non-quantum algorithms. Such tasks can in theory be solved on a large-scale quantum computer whereas classical computers would not finish computations in any reasonable amount of time. However, quantum speedup is not universal or even typical across computational tasks, since basic tasks such as sorting are proven to not allow any asymptotic quantum speedup. Claims of quantum supremacy have drawn significant attention to the discipline, but are demonstrated on contrived tasks, while near-term practical use cases remain limited.
|
||||
"""
|
||||
|
||||
await cognee.add([text], dataset_name_2)
|
||||
|
||||
await cognee.cognify([dataset_name_2, dataset_name_1])
|
||||
|
||||
from cognee.infrastructure.databases.vector import get_vector_engine
|
||||
|
||||
await test_getting_of_documents(dataset_name_1)
|
||||
|
||||
vector_engine = get_vector_engine()
|
||||
random_node = (await vector_engine.search("Entity_name", "Quantum computer"))[0]
|
||||
random_node_name = random_node.payload["text"]
|
||||
|
||||
search_results = await cognee.search(
|
||||
query_type=SearchType.INSIGHTS, query_text=random_node_name
|
||||
)
|
||||
assert len(search_results) != 0, "The search results list is empty."
|
||||
print("\n\nExtracted sentences are:\n")
|
||||
for result in search_results:
|
||||
print(f"{result}\n")
|
||||
|
||||
search_results = await cognee.search(
|
||||
query_type=SearchType.CHUNKS, query_text=random_node_name, datasets=[dataset_name_2]
|
||||
)
|
||||
assert len(search_results) != 0, "The search results list is empty."
|
||||
print("\n\nExtracted chunks are:\n")
|
||||
for result in search_results:
|
||||
print(f"{result}\n")
|
||||
|
||||
graph_completion = await cognee.search(
|
||||
query_type=SearchType.GRAPH_COMPLETION,
|
||||
query_text=random_node_name,
|
||||
datasets=[dataset_name_2],
|
||||
)
|
||||
assert len(graph_completion) != 0, "Completion result is empty."
|
||||
print("Completion result is:")
|
||||
print(graph_completion)
|
||||
|
||||
search_results = await cognee.search(
|
||||
query_type=SearchType.SUMMARIES, query_text=random_node_name
|
||||
)
|
||||
assert len(search_results) != 0, "Query related summaries don't exist."
|
||||
print("\n\nExtracted summaries are:\n")
|
||||
for result in search_results:
|
||||
print(f"{result}\n")
|
||||
|
||||
history = await cognee.get_search_history()
|
||||
assert len(history) == 8, "Search history is not correct."
|
||||
|
||||
await cognee.prune.prune_data()
|
||||
assert not os.path.isdir(data_directory_path), "Local data files are not deleted"
|
||||
|
||||
await cognee.prune.prune_system(metadata=True)
|
||||
tables_in_database = await vector_engine.get_table_names()
|
||||
assert len(tables_in_database) == 0, "ChromaDB database is not empty"
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
import asyncio
|
||||
|
||||
asyncio.run(main())
|
||||
|
|
@ -60,6 +60,25 @@ services:
|
|||
- 3001:3000
|
||||
networks:
|
||||
- cognee-network
|
||||
|
||||
chromadb:
|
||||
image: chromadb/chroma:0.6.3
|
||||
container_name: chromadb
|
||||
profiles:
|
||||
- chromadb
|
||||
environment:
|
||||
- IS_PERSISTENT=TRUE
|
||||
- CHROMA_SERVER_AUTH_CREDENTIALS=${VECTOR_DB_KEY}
|
||||
- CHROMA_SERVER_AUTH_CREDENTIALS_PROVIDER=chromadb.auth.token.TokenConfigServerAuthCredentialsProvider
|
||||
- CHROMA_SERVER_AUTH_TOKEN_TRANSPORT_HEADER=AUTHORIZATION
|
||||
- CHROMA_SERVER_AUTH_PROVIDER=chromadb.auth.token.TokenAuthServerProvider
|
||||
volumes:
|
||||
- .chromadb_data/:/chroma/chroma/
|
||||
networks:
|
||||
- cognee-network
|
||||
ports:
|
||||
- "3002:8000"
|
||||
|
||||
# UNCOMMENT IF USING POSTGRES
|
||||
# postgres:
|
||||
# image: pgvector/pgvector:pg17
|
||||
|
|
@ -75,12 +94,12 @@ services:
|
|||
# networks:
|
||||
# - cognee-network
|
||||
# UNCOMMENT THE VOLUES SECTION BELOW AS WELL TO USE POSTGRES
|
||||
|
||||
networks:
|
||||
cognee-network:
|
||||
name: cognee-network
|
||||
|
||||
# UNCOMMENT IF USING POSTGRES
|
||||
# volumes:
|
||||
# postgres_data:
|
||||
|
||||
|
||||
volumes:
|
||||
chromadb_data:
|
||||
# UNCOMMENT IF USING POSTGRES
|
||||
# postgres_data:
|
||||
|
|
|
|||
653
poetry.lock
generated
653
poetry.lock
generated
|
|
@ -344,6 +344,24 @@ types-python-dateutil = ">=2.8.10"
|
|||
doc = ["doc8", "sphinx (>=7.0.0)", "sphinx-autobuild", "sphinx-autodoc-typehints", "sphinx_rtd_theme (>=1.3.0)"]
|
||||
test = ["dateparser (==1.*)", "pre-commit", "pytest", "pytest-cov", "pytest-mock", "pytz (==2021.1)", "simplejson (==3.*)"]
|
||||
|
||||
[[package]]
|
||||
name = "asgiref"
|
||||
version = "3.8.1"
|
||||
description = "ASGI specs, helper code, and adapters"
|
||||
optional = false
|
||||
python-versions = ">=3.8"
|
||||
groups = ["main"]
|
||||
files = [
|
||||
{file = "asgiref-3.8.1-py3-none-any.whl", hash = "sha256:3e1e3ecc849832fe52ccf2cb6686b7a55f82bb1d6aee72a58826471390335e47"},
|
||||
{file = "asgiref-3.8.1.tar.gz", hash = "sha256:c343bd80a0bec947a9860adb4c432ffa7db769836c64238fc34bdc3fec84d590"},
|
||||
]
|
||||
|
||||
[package.dependencies]
|
||||
typing-extensions = {version = ">=4", markers = "python_version < \"3.11\""}
|
||||
|
||||
[package.extras]
|
||||
tests = ["mypy (>=0.800)", "pytest", "pytest-asyncio"]
|
||||
|
||||
[[package]]
|
||||
name = "astroid"
|
||||
version = "3.3.9"
|
||||
|
|
@ -737,14 +755,39 @@ urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >
|
|||
[package.extras]
|
||||
crt = ["awscrt (==0.23.8)"]
|
||||
|
||||
[[package]]
|
||||
name = "build"
|
||||
version = "1.2.2.post1"
|
||||
description = "A simple, correct Python build frontend"
|
||||
optional = false
|
||||
python-versions = ">=3.8"
|
||||
groups = ["main"]
|
||||
files = [
|
||||
{file = "build-1.2.2.post1-py3-none-any.whl", hash = "sha256:1d61c0887fa860c01971625baae8bdd338e517b836a2f70dd1f7aa3a6b2fc5b5"},
|
||||
{file = "build-1.2.2.post1.tar.gz", hash = "sha256:b36993e92ca9375a219c99e606a122ff365a760a2d4bba0caa09bd5278b608b7"},
|
||||
]
|
||||
|
||||
[package.dependencies]
|
||||
colorama = {version = "*", markers = "os_name == \"nt\""}
|
||||
importlib-metadata = {version = ">=4.6", markers = "python_full_version < \"3.10.2\""}
|
||||
packaging = ">=19.1"
|
||||
pyproject_hooks = "*"
|
||||
tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
|
||||
|
||||
[package.extras]
|
||||
docs = ["furo (>=2023.08.17)", "sphinx (>=7.0,<8.0)", "sphinx-argparse-cli (>=1.5)", "sphinx-autodoc-typehints (>=1.10)", "sphinx-issues (>=3.0.0)"]
|
||||
test = ["build[uv,virtualenv]", "filelock (>=3)", "pytest (>=6.2.4)", "pytest-cov (>=2.12)", "pytest-mock (>=2)", "pytest-rerunfailures (>=9.1)", "pytest-xdist (>=1.34)", "setuptools (>=42.0.0) ; python_version < \"3.10\"", "setuptools (>=56.0.0) ; python_version == \"3.10\"", "setuptools (>=56.0.0) ; python_version == \"3.11\"", "setuptools (>=67.8.0) ; python_version >= \"3.12\"", "wheel (>=0.36.0)"]
|
||||
typing = ["build[uv]", "importlib-metadata (>=5.1)", "mypy (>=1.9.0,<1.10.0)", "tomli", "typing-extensions (>=3.7.4.3)"]
|
||||
uv = ["uv (>=0.1.18)"]
|
||||
virtualenv = ["virtualenv (>=20.0.35)"]
|
||||
|
||||
[[package]]
|
||||
name = "cachetools"
|
||||
version = "5.5.2"
|
||||
description = "Extensible memoizing collections and decorators"
|
||||
optional = true
|
||||
optional = false
|
||||
python-versions = ">=3.7"
|
||||
groups = ["main"]
|
||||
markers = "extra == \"gemini\""
|
||||
files = [
|
||||
{file = "cachetools-5.5.2-py3-none-any.whl", hash = "sha256:d26a22bcc62eb95c3beabd9f1ee5e820d3d2704fe2967cbe350e20c8ffcd3f0a"},
|
||||
{file = "cachetools-5.5.2.tar.gz", hash = "sha256:1a661caa9175d26759571b2e19580f9d6393969e5dfca11fdb1f947a23e640d4"},
|
||||
|
|
@ -969,6 +1012,90 @@ files = [
|
|||
{file = "charset_normalizer-3.4.1.tar.gz", hash = "sha256:44251f18cd68a75b56585dd00dae26183e102cd5e0f9f1466e6df5da2ed64ea3"},
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "chroma-hnswlib"
|
||||
version = "0.7.6"
|
||||
description = "Chromas fork of hnswlib"
|
||||
optional = false
|
||||
python-versions = "*"
|
||||
groups = ["main"]
|
||||
files = [
|
||||
{file = "chroma_hnswlib-0.7.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:f35192fbbeadc8c0633f0a69c3d3e9f1a4eab3a46b65458bbcbcabdd9e895c36"},
|
||||
{file = "chroma_hnswlib-0.7.6-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:6f007b608c96362b8f0c8b6b2ac94f67f83fcbabd857c378ae82007ec92f4d82"},
|
||||
{file = "chroma_hnswlib-0.7.6-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:456fd88fa0d14e6b385358515aef69fc89b3c2191706fd9aee62087b62aad09c"},
|
||||
{file = "chroma_hnswlib-0.7.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5dfaae825499c2beaa3b75a12d7ec713b64226df72a5c4097203e3ed532680da"},
|
||||
{file = "chroma_hnswlib-0.7.6-cp310-cp310-win_amd64.whl", hash = "sha256:2487201982241fb1581be26524145092c95902cb09fc2646ccfbc407de3328ec"},
|
||||
{file = "chroma_hnswlib-0.7.6-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:81181d54a2b1e4727369486a631f977ffc53c5533d26e3d366dda243fb0998ca"},
|
||||
{file = "chroma_hnswlib-0.7.6-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:4b4ab4e11f1083dd0a11ee4f0e0b183ca9f0f2ed63ededba1935b13ce2b3606f"},
|
||||
{file = "chroma_hnswlib-0.7.6-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:53db45cd9173d95b4b0bdccb4dbff4c54a42b51420599c32267f3abbeb795170"},
|
||||
{file = "chroma_hnswlib-0.7.6-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5c093f07a010b499c00a15bc9376036ee4800d335360570b14f7fe92badcdcf9"},
|
||||
{file = "chroma_hnswlib-0.7.6-cp311-cp311-win_amd64.whl", hash = "sha256:0540b0ac96e47d0aa39e88ea4714358ae05d64bbe6bf33c52f316c664190a6a3"},
|
||||
{file = "chroma_hnswlib-0.7.6-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:e87e9b616c281bfbe748d01705817c71211613c3b063021f7ed5e47173556cb7"},
|
||||
{file = "chroma_hnswlib-0.7.6-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ec5ca25bc7b66d2ecbf14502b5729cde25f70945d22f2aaf523c2d747ea68912"},
|
||||
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|
||||
{file = "chroma_hnswlib-0.7.6-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:822ede968d25a2c88823ca078a58f92c9b5c4142e38c7c8b4c48178894a0a3c5"},
|
||||
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|
||||
{file = "chroma_hnswlib-0.7.6-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:feceff971e2a2728c9ddd862a9dd6eb9f638377ad98438876c9aeac96c9482f5"},
|
||||
{file = "chroma_hnswlib-0.7.6-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bb0633b60e00a2b92314d0bf5bbc0da3d3320be72c7e3f4a9b19f4609dc2b2ab"},
|
||||
{file = "chroma_hnswlib-0.7.6-cp37-cp37m-win_amd64.whl", hash = "sha256:a566abe32fab42291f766d667bdbfa234a7f457dcbd2ba19948b7a978c8ca624"},
|
||||
{file = "chroma_hnswlib-0.7.6-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:6be47853d9a58dedcfa90fc846af202b071f028bbafe1d8711bf64fe5a7f6111"},
|
||||
{file = "chroma_hnswlib-0.7.6-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:3a7af35bdd39a88bffa49f9bb4bf4f9040b684514a024435a1ef5cdff980579d"},
|
||||
{file = "chroma_hnswlib-0.7.6-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a53b1f1551f2b5ad94eb610207bde1bb476245fc5097a2bec2b476c653c58bde"},
|
||||
{file = "chroma_hnswlib-0.7.6-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3085402958dbdc9ff5626ae58d696948e715aef88c86d1e3f9285a88f1afd3bc"},
|
||||
{file = "chroma_hnswlib-0.7.6-cp38-cp38-win_amd64.whl", hash = "sha256:77326f658a15adfb806a16543f7db7c45f06fd787d699e643642d6bde8ed49c4"},
|
||||
{file = "chroma_hnswlib-0.7.6-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:93b056ab4e25adab861dfef21e1d2a2756b18be5bc9c292aa252fa12bb44e6ae"},
|
||||
{file = "chroma_hnswlib-0.7.6-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:fe91f018b30452c16c811fd6c8ede01f84e5a9f3c23e0758775e57f1c3778871"},
|
||||
{file = "chroma_hnswlib-0.7.6-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e6c0e627476f0f4d9e153420d36042dd9c6c3671cfd1fe511c0253e38c2a1039"},
|
||||
{file = "chroma_hnswlib-0.7.6-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3e9796a4536b7de6c6d76a792ba03e08f5aaa53e97e052709568e50b4d20c04f"},
|
||||
{file = "chroma_hnswlib-0.7.6-cp39-cp39-win_amd64.whl", hash = "sha256:d30e2db08e7ffdcc415bd072883a322de5995eb6ec28a8f8c054103bbd3ec1e0"},
|
||||
{file = "chroma_hnswlib-0.7.6.tar.gz", hash = "sha256:4dce282543039681160259d29fcde6151cc9106c6461e0485f57cdccd83059b7"},
|
||||
]
|
||||
|
||||
[package.dependencies]
|
||||
numpy = "*"
|
||||
|
||||
[[package]]
|
||||
name = "chromadb"
|
||||
version = "0.6.3"
|
||||
description = "Chroma."
|
||||
optional = false
|
||||
python-versions = ">=3.9"
|
||||
groups = ["main"]
|
||||
files = [
|
||||
{file = "chromadb-0.6.3-py3-none-any.whl", hash = "sha256:4851258489a3612b558488d98d09ae0fe0a28d5cad6bd1ba64b96fdc419dc0e5"},
|
||||
{file = "chromadb-0.6.3.tar.gz", hash = "sha256:c8f34c0b704b9108b04491480a36d42e894a960429f87c6516027b5481d59ed3"},
|
||||
]
|
||||
|
||||
[package.dependencies]
|
||||
bcrypt = ">=4.0.1"
|
||||
build = ">=1.0.3"
|
||||
chroma-hnswlib = "0.7.6"
|
||||
fastapi = ">=0.95.2"
|
||||
grpcio = ">=1.58.0"
|
||||
httpx = ">=0.27.0"
|
||||
importlib-resources = "*"
|
||||
kubernetes = ">=28.1.0"
|
||||
mmh3 = ">=4.0.1"
|
||||
numpy = ">=1.22.5"
|
||||
onnxruntime = ">=1.14.1"
|
||||
opentelemetry-api = ">=1.2.0"
|
||||
opentelemetry-exporter-otlp-proto-grpc = ">=1.2.0"
|
||||
opentelemetry-instrumentation-fastapi = ">=0.41b0"
|
||||
opentelemetry-sdk = ">=1.2.0"
|
||||
orjson = ">=3.9.12"
|
||||
overrides = ">=7.3.1"
|
||||
posthog = ">=2.4.0"
|
||||
pydantic = ">=1.9"
|
||||
pypika = ">=0.48.9"
|
||||
PyYAML = ">=6.0.0"
|
||||
rich = ">=10.11.0"
|
||||
tenacity = ">=8.2.3"
|
||||
tokenizers = ">=0.13.2"
|
||||
tqdm = ">=4.65.0"
|
||||
typer = ">=0.9.0"
|
||||
typing_extensions = ">=4.5.0"
|
||||
uvicorn = {version = ">=0.18.3", extras = ["standard"]}
|
||||
|
||||
[[package]]
|
||||
name = "click"
|
||||
version = "8.1.8"
|
||||
|
|
@ -995,16 +1122,15 @@ files = [
|
|||
{file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
|
||||
{file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
|
||||
]
|
||||
markers = {main = "platform_system == \"Windows\" or sys_platform == \"win32\"", dev = "platform_system == \"Windows\" or sys_platform == \"win32\""}
|
||||
markers = {main = "platform_system == \"Windows\" or os_name == \"nt\" or sys_platform == \"win32\"", dev = "platform_system == \"Windows\" or sys_platform == \"win32\""}
|
||||
|
||||
[[package]]
|
||||
name = "coloredlogs"
|
||||
version = "15.0.1"
|
||||
description = "Colored terminal output for Python's logging module"
|
||||
optional = true
|
||||
optional = false
|
||||
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
|
||||
groups = ["main"]
|
||||
markers = "(python_version == \"3.10\" or python_version == \"3.11\" or python_version == \"3.12\") and extra == \"codegraph\""
|
||||
files = [
|
||||
{file = "coloredlogs-15.0.1-py2.py3-none-any.whl", hash = "sha256:612ee75c546f53e92e70049c9dbfcc18c935a2b9a53b66085ce9ef6a6e5c0934"},
|
||||
{file = "coloredlogs-15.0.1.tar.gz", hash = "sha256:7c991aa71a4577af2f82600d8f8f3a89f936baeaf9b50a9c197da014e5bf16b0"},
|
||||
|
|
@ -1458,10 +1584,9 @@ files = [
|
|||
name = "deprecated"
|
||||
version = "1.2.18"
|
||||
description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
|
||||
optional = true
|
||||
optional = false
|
||||
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
|
||||
groups = ["main"]
|
||||
markers = "extra == \"llama-index\" or extra == \"deepeval\""
|
||||
files = [
|
||||
{file = "Deprecated-1.2.18-py2.py3-none-any.whl", hash = "sha256:bd5011788200372a32418f888e326a09ff80d0214bd961147cfed01b5c018eec"},
|
||||
{file = "deprecated-1.2.18.tar.gz", hash = "sha256:422b6f6d859da6f2ef57857761bfb392480502a64c3028ca9bbe86085d72115d"},
|
||||
|
|
@ -1779,6 +1904,18 @@ files = [
|
|||
{file = "docx2txt-0.8.tar.gz", hash = "sha256:2c06d98d7cfe2d3947e5760a57d924e3ff07745b379c8737723922e7009236e5"},
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "durationpy"
|
||||
version = "0.9"
|
||||
description = "Module for converting between datetime.timedelta and Go's Duration strings."
|
||||
optional = false
|
||||
python-versions = "*"
|
||||
groups = ["main"]
|
||||
files = [
|
||||
{file = "durationpy-0.9-py3-none-any.whl", hash = "sha256:e65359a7af5cedad07fb77a2dd3f390f8eb0b74cb845589fa6c057086834dd38"},
|
||||
{file = "durationpy-0.9.tar.gz", hash = "sha256:fd3feb0a69a0057d582ef643c355c40d2fa1c942191f914d12203b1a01ac722a"},
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "email-validator"
|
||||
version = "2.2.0"
|
||||
|
|
@ -2026,10 +2163,9 @@ files = [
|
|||
name = "flatbuffers"
|
||||
version = "25.2.10"
|
||||
description = "The FlatBuffers serialization format for Python"
|
||||
optional = true
|
||||
optional = false
|
||||
python-versions = "*"
|
||||
groups = ["main"]
|
||||
markers = "(python_version == \"3.10\" or python_version == \"3.11\" or python_version == \"3.12\") and extra == \"codegraph\""
|
||||
files = [
|
||||
{file = "flatbuffers-25.2.10-py2.py3-none-any.whl", hash = "sha256:ebba5f4d5ea615af3f7fd70fc310636fbb2bbd1f566ac0a23d98dd412de50051"},
|
||||
{file = "flatbuffers-25.2.10.tar.gz", hash = "sha256:97e451377a41262f8d9bd4295cc836133415cc03d8cb966410a4af92eb00d26e"},
|
||||
|
|
@ -2435,10 +2571,9 @@ uritemplate = ">=3.0.1,<5"
|
|||
name = "google-auth"
|
||||
version = "2.38.0"
|
||||
description = "Google Authentication Library"
|
||||
optional = true
|
||||
optional = false
|
||||
python-versions = ">=3.7"
|
||||
groups = ["main"]
|
||||
markers = "extra == \"gemini\""
|
||||
files = [
|
||||
{file = "google_auth-2.38.0-py2.py3-none-any.whl", hash = "sha256:e7dae6694313f434a2727bf2906f27ad259bae090d7aa896590d86feec3d9d4a"},
|
||||
{file = "google_auth-2.38.0.tar.gz", hash = "sha256:8285113607d3b80a3f1543b75962447ba8a09fe85783432a784fdeef6ac094c4"},
|
||||
|
|
@ -2503,10 +2638,9 @@ dev = ["Pillow", "absl-py", "black", "ipython", "nose2", "pandas", "pytype", "py
|
|||
name = "googleapis-common-protos"
|
||||
version = "1.69.1"
|
||||
description = "Common protobufs used in Google APIs"
|
||||
optional = true
|
||||
optional = false
|
||||
python-versions = ">=3.7"
|
||||
groups = ["main"]
|
||||
markers = "python_version == \"3.10\" and (extra == \"deepeval\" or extra == \"gemini\") or extra == \"gemini\" or extra == \"deepeval\""
|
||||
files = [
|
||||
{file = "googleapis_common_protos-1.69.1-py2.py3-none-any.whl", hash = "sha256:4077f27a6900d5946ee5a369fab9c8ded4c0ef1c6e880458ea2f70c14f7b70d5"},
|
||||
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|
||||
|
|
@ -2707,10 +2841,9 @@ typing-extensions = ">=4.7,<5"
|
|||
name = "grpcio"
|
||||
version = "1.67.1"
|
||||
description = "HTTP/2-based RPC framework"
|
||||
optional = true
|
||||
optional = false
|
||||
python-versions = ">=3.8"
|
||||
groups = ["main"]
|
||||
markers = "python_version == \"3.10\" and (extra == \"qdrant\" or extra == \"weaviate\" or extra == \"deepeval\" or extra == \"milvus\" or extra == \"gemini\") or extra == \"gemini\" or extra == \"qdrant\" or extra == \"weaviate\" or extra == \"deepeval\" or extra == \"milvus\""
|
||||
files = [
|
||||
{file = "grpcio-1.67.1-cp310-cp310-linux_armv7l.whl", hash = "sha256:8b0341d66a57f8a3119b77ab32207072be60c9bf79760fa609c5609f2deb1f3f"},
|
||||
{file = "grpcio-1.67.1-cp310-cp310-macosx_12_0_universal2.whl", hash = "sha256:f5a27dddefe0e2357d3e617b9079b4bfdc91341a91565111a21ed6ebbc51b22d"},
|
||||
|
|
@ -3030,6 +3163,62 @@ files = [
|
|||
[package.dependencies]
|
||||
pyparsing = {version = ">=2.4.2,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.0.2 || >3.0.2,<3.0.3 || >3.0.3,<4", markers = "python_version > \"3.0\""}
|
||||
|
||||
[[package]]
|
||||
name = "httptools"
|
||||
version = "0.6.4"
|
||||
description = "A collection of framework independent HTTP protocol utils."
|
||||
optional = false
|
||||
python-versions = ">=3.8.0"
|
||||
groups = ["main"]
|
||||
files = [
|
||||
{file = "httptools-0.6.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3c73ce323711a6ffb0d247dcd5a550b8babf0f757e86a52558fe5b86d6fefcc0"},
|
||||
{file = "httptools-0.6.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:345c288418f0944a6fe67be8e6afa9262b18c7626c3ef3c28adc5eabc06a68da"},
|
||||
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|
||||
{file = "httptools-0.6.4-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ca80b7485c76f768a3bc83ea58373f8db7b015551117375e4918e2aa77ea9b50"},
|
||||
{file = "httptools-0.6.4-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:90d96a385fa941283ebd231464045187a31ad932ebfa541be8edf5b3c2328959"},
|
||||
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|
||||
{file = "httptools-0.6.4-cp310-cp310-win_amd64.whl", hash = "sha256:c26f313951f6e26147833fc923f78f95604bbec812a43e5ee37f26dc9e5a686c"},
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
{file = "httptools-0.6.4-cp311-cp311-win_amd64.whl", hash = "sha256:288cd628406cc53f9a541cfaf06041b4c71d751856bab45e3702191f931ccd17"},
|
||||
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|
||||
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||||
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|
||||
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|
||||
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||||
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|
||||
{file = "httptools-0.6.4-cp312-cp312-win_amd64.whl", hash = "sha256:db78cb9ca56b59b016e64b6031eda5653be0589dba2b1b43453f6e8b405a0970"},
|
||||
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|
||||
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|
||||
{file = "httptools-0.6.4-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:322d20ea9cdd1fa98bd6a74b77e2ec5b818abdc3d36695ab402a0de8ef2865a3"},
|
||||
{file = "httptools-0.6.4-cp313-cp313-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4d87b29bd4486c0093fc64dea80231f7c7f7eb4dc70ae394d70a495ab8436071"},
|
||||
{file = "httptools-0.6.4-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:342dd6946aa6bda4b8f18c734576106b8a31f2fe31492881a9a160ec84ff4bd5"},
|
||||
{file = "httptools-0.6.4-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:4b36913ba52008249223042dca46e69967985fb4051951f94357ea681e1f5dc0"},
|
||||
{file = "httptools-0.6.4-cp313-cp313-win_amd64.whl", hash = "sha256:28908df1b9bb8187393d5b5db91435ccc9c8e891657f9cbb42a2541b44c82fc8"},
|
||||
{file = "httptools-0.6.4-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:d3f0d369e7ffbe59c4b6116a44d6a8eb4783aae027f2c0b366cf0aa964185dba"},
|
||||
{file = "httptools-0.6.4-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:94978a49b8f4569ad607cd4946b759d90b285e39c0d4640c6b36ca7a3ddf2efc"},
|
||||
{file = "httptools-0.6.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:40dc6a8e399e15ea525305a2ddba998b0af5caa2566bcd79dcbe8948181eeaff"},
|
||||
{file = "httptools-0.6.4-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ab9ba8dcf59de5181f6be44a77458e45a578fc99c31510b8c65b7d5acc3cf490"},
|
||||
{file = "httptools-0.6.4-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:fc411e1c0a7dcd2f902c7c48cf079947a7e65b5485dea9decb82b9105ca71a43"},
|
||||
{file = "httptools-0.6.4-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:d54efd20338ac52ba31e7da78e4a72570cf729fac82bc31ff9199bedf1dc7440"},
|
||||
{file = "httptools-0.6.4-cp38-cp38-win_amd64.whl", hash = "sha256:df959752a0c2748a65ab5387d08287abf6779ae9165916fe053e68ae1fbdc47f"},
|
||||
{file = "httptools-0.6.4-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:85797e37e8eeaa5439d33e556662cc370e474445d5fab24dcadc65a8ffb04003"},
|
||||
{file = "httptools-0.6.4-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:db353d22843cf1028f43c3651581e4bb49374d85692a85f95f7b9a130e1b2cab"},
|
||||
{file = "httptools-0.6.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d1ffd262a73d7c28424252381a5b854c19d9de5f56f075445d33919a637e3547"},
|
||||
{file = "httptools-0.6.4-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:703c346571fa50d2e9856a37d7cd9435a25e7fd15e236c397bf224afaa355fe9"},
|
||||
{file = "httptools-0.6.4-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:aafe0f1918ed07b67c1e838f950b1c1fabc683030477e60b335649b8020e1076"},
|
||||
{file = "httptools-0.6.4-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:0e563e54979e97b6d13f1bbc05a96109923e76b901f786a5eae36e99c01237bd"},
|
||||
{file = "httptools-0.6.4-cp39-cp39-win_amd64.whl", hash = "sha256:b799de31416ecc589ad79dd85a0b2657a8fe39327944998dea368c1d4c9e55e6"},
|
||||
{file = "httptools-0.6.4.tar.gz", hash = "sha256:4e93eee4add6493b59a5c514da98c939b244fce4a0d8879cd3f466562f4b7d5c"},
|
||||
]
|
||||
|
||||
[package.extras]
|
||||
test = ["Cython (>=0.29.24)"]
|
||||
|
||||
[[package]]
|
||||
name = "httpx"
|
||||
version = "0.27.0"
|
||||
|
|
@ -3108,10 +3297,9 @@ typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "t
|
|||
name = "humanfriendly"
|
||||
version = "10.0"
|
||||
description = "Human friendly output for text interfaces using Python"
|
||||
optional = true
|
||||
optional = false
|
||||
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
|
||||
groups = ["main"]
|
||||
markers = "(python_version == \"3.10\" or python_version == \"3.11\" or python_version == \"3.12\") and extra == \"codegraph\""
|
||||
files = [
|
||||
{file = "humanfriendly-10.0-py2.py3-none-any.whl", hash = "sha256:1697e1a8a8f550fd43c2865cd84542fc175a61dcb779b6fee18cf6b6ccba1477"},
|
||||
{file = "humanfriendly-10.0.tar.gz", hash = "sha256:6b0b831ce8f15f7300721aa49829fc4e83921a9a301cc7f606be6686a2288ddc"},
|
||||
|
|
@ -3202,6 +3390,26 @@ perf = ["ipython"]
|
|||
test = ["flufl.flake8", "importlib-resources (>=1.3) ; python_version < \"3.9\"", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
|
||||
type = ["pytest-mypy"]
|
||||
|
||||
[[package]]
|
||||
name = "importlib-resources"
|
||||
version = "6.5.2"
|
||||
description = "Read resources from Python packages"
|
||||
optional = false
|
||||
python-versions = ">=3.9"
|
||||
groups = ["main"]
|
||||
files = [
|
||||
{file = "importlib_resources-6.5.2-py3-none-any.whl", hash = "sha256:789cfdc3ed28c78b67a06acb8126751ced69a3d5f79c095a98298cd8a760ccec"},
|
||||
{file = "importlib_resources-6.5.2.tar.gz", hash = "sha256:185f87adef5bcc288449d98fb4fba07cea78bc036455dd44c5fc4a2fe78fed2c"},
|
||||
]
|
||||
|
||||
[package.extras]
|
||||
check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
|
||||
cover = ["pytest-cov"]
|
||||
doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
|
||||
enabler = ["pytest-enabler (>=2.2)"]
|
||||
test = ["jaraco.test (>=5.4)", "pytest (>=6,!=8.1.*)", "zipp (>=3.17)"]
|
||||
type = ["pytest-mypy"]
|
||||
|
||||
[[package]]
|
||||
name = "iniconfig"
|
||||
version = "2.0.0"
|
||||
|
|
@ -3988,6 +4196,34 @@ files = [
|
|||
{file = "kiwisolver-1.4.8.tar.gz", hash = "sha256:23d5f023bdc8c7e54eb65f03ca5d5bb25b601eac4d7f1a042888a1f45237987e"},
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "kubernetes"
|
||||
version = "32.0.1"
|
||||
description = "Kubernetes python client"
|
||||
optional = false
|
||||
python-versions = ">=3.6"
|
||||
groups = ["main"]
|
||||
files = [
|
||||
{file = "kubernetes-32.0.1-py2.py3-none-any.whl", hash = "sha256:35282ab8493b938b08ab5526c7ce66588232df00ef5e1dbe88a419107dc10998"},
|
||||
{file = "kubernetes-32.0.1.tar.gz", hash = "sha256:42f43d49abd437ada79a79a16bd48a604d3471a117a8347e87db693f2ba0ba28"},
|
||||
]
|
||||
|
||||
[package.dependencies]
|
||||
certifi = ">=14.05.14"
|
||||
durationpy = ">=0.7"
|
||||
google-auth = ">=1.0.1"
|
||||
oauthlib = ">=3.2.2"
|
||||
python-dateutil = ">=2.5.3"
|
||||
pyyaml = ">=5.4.1"
|
||||
requests = "*"
|
||||
requests-oauthlib = "*"
|
||||
six = ">=1.9.0"
|
||||
urllib3 = ">=1.24.2"
|
||||
websocket-client = ">=0.32.0,<0.40.0 || >0.40.0,<0.41.dev0 || >=0.43.dev0"
|
||||
|
||||
[package.extras]
|
||||
adal = ["adal (>=1.0.2)"]
|
||||
|
||||
[[package]]
|
||||
name = "lancedb"
|
||||
version = "0.16.0"
|
||||
|
|
@ -5218,10 +5454,9 @@ mkdocstrings = ">=0.26"
|
|||
name = "mmh3"
|
||||
version = "5.1.0"
|
||||
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 = "(python_version == \"3.10\" or python_version == \"3.11\" or python_version == \"3.12\") and extra == \"codegraph\""
|
||||
files = [
|
||||
{file = "mmh3-5.1.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:eaf4ac5c6ee18ca9232238364d7f2a213278ae5ca97897cafaa123fcc7bb8bec"},
|
||||
{file = "mmh3-5.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:48f9aa8ccb9ad1d577a16104834ac44ff640d8de8c0caed09a2300df7ce8460a"},
|
||||
|
|
@ -5318,10 +5553,9 @@ type = ["mypy (==1.14.1)"]
|
|||
name = "monotonic"
|
||||
version = "1.6"
|
||||
description = "An implementation of time.monotonic() for Python 2 & < 3.3"
|
||||
optional = true
|
||||
optional = false
|
||||
python-versions = "*"
|
||||
groups = ["main"]
|
||||
markers = "extra == \"posthog\""
|
||||
files = [
|
||||
{file = "monotonic-1.6-py2.py3-none-any.whl", hash = "sha256:68687e19a14f11f26d140dd5c86f3dba4bf5df58003000ed467e0e2a69bca96c"},
|
||||
{file = "monotonic-1.6.tar.gz", hash = "sha256:3a55207bcfed53ddd5c5bae174524062935efed17792e9de2ad0205ce9ad63f7"},
|
||||
|
|
@ -5331,10 +5565,9 @@ files = [
|
|||
name = "mpmath"
|
||||
version = "1.3.0"
|
||||
description = "Python library for arbitrary-precision floating-point arithmetic"
|
||||
optional = true
|
||||
optional = false
|
||||
python-versions = "*"
|
||||
groups = ["main"]
|
||||
markers = "(python_version == \"3.10\" or python_version == \"3.11\" or python_version == \"3.12\") and extra == \"codegraph\""
|
||||
files = [
|
||||
{file = "mpmath-1.3.0-py3-none-any.whl", hash = "sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c"},
|
||||
{file = "mpmath-1.3.0.tar.gz", hash = "sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f"},
|
||||
|
|
@ -5841,7 +6074,7 @@ version = "3.2.2"
|
|||
description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
|
||||
optional = false
|
||||
python-versions = ">=3.6"
|
||||
groups = ["dev"]
|
||||
groups = ["main", "dev"]
|
||||
files = [
|
||||
{file = "oauthlib-3.2.2-py3-none-any.whl", hash = "sha256:8139f29aac13e25d502680e9e19963e83f16838d48a0d71c287fe40e7067fbca"},
|
||||
{file = "oauthlib-3.2.2.tar.gz", hash = "sha256:9859c40929662bec5d64f34d01c99e093149682a3f38915dc0655d5a633dd918"},
|
||||
|
|
@ -5889,10 +6122,9 @@ pydantic = ">=2.9.0,<3.0.0"
|
|||
name = "onnxruntime"
|
||||
version = "1.21.0"
|
||||
description = "ONNX Runtime is a runtime accelerator for Machine Learning models"
|
||||
optional = true
|
||||
optional = false
|
||||
python-versions = ">=3.10"
|
||||
groups = ["main"]
|
||||
markers = "(python_version == \"3.10\" or python_version == \"3.11\" or python_version == \"3.12\") and extra == \"codegraph\""
|
||||
files = [
|
||||
{file = "onnxruntime-1.21.0-cp310-cp310-macosx_13_0_universal2.whl", hash = "sha256:95513c9302bc8dd013d84148dcf3168e782a80cdbf1654eddc948a23147ccd3d"},
|
||||
{file = "onnxruntime-1.21.0-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:635d4ab13ae0f150dd4c6ff8206fd58f1c6600636ecc796f6f0c42e4c918585b"},
|
||||
|
|
@ -5968,10 +6200,9 @@ et-xmlfile = "*"
|
|||
name = "opentelemetry-api"
|
||||
version = "1.30.0"
|
||||
description = "OpenTelemetry Python API"
|
||||
optional = true
|
||||
optional = false
|
||||
python-versions = ">=3.8"
|
||||
groups = ["main"]
|
||||
markers = "extra == \"deepeval\""
|
||||
files = [
|
||||
{file = "opentelemetry_api-1.30.0-py3-none-any.whl", hash = "sha256:d5f5284890d73fdf47f843dda3210edf37a38d66f44f2b5aedc1e89ed455dc09"},
|
||||
{file = "opentelemetry_api-1.30.0.tar.gz", hash = "sha256:375893400c1435bf623f7dfb3bcd44825fe6b56c34d0667c542ea8257b1a1240"},
|
||||
|
|
@ -5985,10 +6216,9 @@ importlib-metadata = ">=6.0,<=8.5.0"
|
|||
name = "opentelemetry-exporter-otlp-proto-common"
|
||||
version = "1.30.0"
|
||||
description = "OpenTelemetry Protobuf encoding"
|
||||
optional = true
|
||||
optional = false
|
||||
python-versions = ">=3.8"
|
||||
groups = ["main"]
|
||||
markers = "extra == \"deepeval\""
|
||||
files = [
|
||||
{file = "opentelemetry_exporter_otlp_proto_common-1.30.0-py3-none-any.whl", hash = "sha256:5468007c81aa9c44dc961ab2cf368a29d3475977df83b4e30aeed42aa7bc3b38"},
|
||||
{file = "opentelemetry_exporter_otlp_proto_common-1.30.0.tar.gz", hash = "sha256:ddbfbf797e518411857d0ca062c957080279320d6235a279f7b64ced73c13897"},
|
||||
|
|
@ -6001,10 +6231,9 @@ opentelemetry-proto = "1.30.0"
|
|||
name = "opentelemetry-exporter-otlp-proto-grpc"
|
||||
version = "1.30.0"
|
||||
description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
|
||||
optional = true
|
||||
optional = false
|
||||
python-versions = ">=3.8"
|
||||
groups = ["main"]
|
||||
markers = "extra == \"deepeval\""
|
||||
files = [
|
||||
{file = "opentelemetry_exporter_otlp_proto_grpc-1.30.0-py3-none-any.whl", hash = "sha256:2906bcae3d80acc54fd1ffcb9e44d324e8631058b502ebe4643ca71d1ff30830"},
|
||||
{file = "opentelemetry_exporter_otlp_proto_grpc-1.30.0.tar.gz", hash = "sha256:d0f10f0b9b9a383b7d04a144d01cb280e70362cccc613987e234183fd1f01177"},
|
||||
|
|
@ -6019,14 +6248,75 @@ opentelemetry-exporter-otlp-proto-common = "1.30.0"
|
|||
opentelemetry-proto = "1.30.0"
|
||||
opentelemetry-sdk = ">=1.30.0,<1.31.0"
|
||||
|
||||
[[package]]
|
||||
name = "opentelemetry-instrumentation"
|
||||
version = "0.51b0"
|
||||
description = "Instrumentation Tools & Auto Instrumentation for OpenTelemetry Python"
|
||||
optional = false
|
||||
python-versions = ">=3.8"
|
||||
groups = ["main"]
|
||||
files = [
|
||||
{file = "opentelemetry_instrumentation-0.51b0-py3-none-any.whl", hash = "sha256:c6de8bd26b75ec8b0e54dff59e198946e29de6a10ec65488c357d4b34aa5bdcf"},
|
||||
{file = "opentelemetry_instrumentation-0.51b0.tar.gz", hash = "sha256:4ca266875e02f3988536982467f7ef8c32a38b8895490ddce9ad9604649424fa"},
|
||||
]
|
||||
|
||||
[package.dependencies]
|
||||
opentelemetry-api = ">=1.4,<2.0"
|
||||
opentelemetry-semantic-conventions = "0.51b0"
|
||||
packaging = ">=18.0"
|
||||
wrapt = ">=1.0.0,<2.0.0"
|
||||
|
||||
[[package]]
|
||||
name = "opentelemetry-instrumentation-asgi"
|
||||
version = "0.51b0"
|
||||
description = "ASGI instrumentation for OpenTelemetry"
|
||||
optional = false
|
||||
python-versions = ">=3.8"
|
||||
groups = ["main"]
|
||||
files = [
|
||||
{file = "opentelemetry_instrumentation_asgi-0.51b0-py3-none-any.whl", hash = "sha256:e8072993db47303b633c6ec1bc74726ba4d32bd0c46c28dfadf99f79521a324c"},
|
||||
{file = "opentelemetry_instrumentation_asgi-0.51b0.tar.gz", hash = "sha256:b3fe97c00f0bfa934371a69674981d76591c68d937b6422a5716ca21081b4148"},
|
||||
]
|
||||
|
||||
[package.dependencies]
|
||||
asgiref = ">=3.0,<4.0"
|
||||
opentelemetry-api = ">=1.12,<2.0"
|
||||
opentelemetry-instrumentation = "0.51b0"
|
||||
opentelemetry-semantic-conventions = "0.51b0"
|
||||
opentelemetry-util-http = "0.51b0"
|
||||
|
||||
[package.extras]
|
||||
instruments = ["asgiref (>=3.0,<4.0)"]
|
||||
|
||||
[[package]]
|
||||
name = "opentelemetry-instrumentation-fastapi"
|
||||
version = "0.51b0"
|
||||
description = "OpenTelemetry FastAPI Instrumentation"
|
||||
optional = false
|
||||
python-versions = ">=3.8"
|
||||
groups = ["main"]
|
||||
files = [
|
||||
{file = "opentelemetry_instrumentation_fastapi-0.51b0-py3-none-any.whl", hash = "sha256:10513bbc11a1188adb9c1d2c520695f7a8f2b5f4de14e8162098035901cd6493"},
|
||||
{file = "opentelemetry_instrumentation_fastapi-0.51b0.tar.gz", hash = "sha256:1624e70f2f4d12ceb792d8a0c331244cd6723190ccee01336273b4559bc13abc"},
|
||||
]
|
||||
|
||||
[package.dependencies]
|
||||
opentelemetry-api = ">=1.12,<2.0"
|
||||
opentelemetry-instrumentation = "0.51b0"
|
||||
opentelemetry-instrumentation-asgi = "0.51b0"
|
||||
opentelemetry-semantic-conventions = "0.51b0"
|
||||
opentelemetry-util-http = "0.51b0"
|
||||
|
||||
[package.extras]
|
||||
instruments = ["fastapi (>=0.58,<1.0)"]
|
||||
|
||||
[[package]]
|
||||
name = "opentelemetry-proto"
|
||||
version = "1.30.0"
|
||||
description = "OpenTelemetry Python Proto"
|
||||
optional = true
|
||||
optional = false
|
||||
python-versions = ">=3.8"
|
||||
groups = ["main"]
|
||||
markers = "extra == \"deepeval\""
|
||||
files = [
|
||||
{file = "opentelemetry_proto-1.30.0-py3-none-any.whl", hash = "sha256:c6290958ff3ddacc826ca5abbeb377a31c2334387352a259ba0df37c243adc11"},
|
||||
{file = "opentelemetry_proto-1.30.0.tar.gz", hash = "sha256:afe5c9c15e8b68d7c469596e5b32e8fc085eb9febdd6fb4e20924a93a0389179"},
|
||||
|
|
@ -6039,10 +6329,9 @@ protobuf = ">=5.0,<6.0"
|
|||
name = "opentelemetry-sdk"
|
||||
version = "1.30.0"
|
||||
description = "OpenTelemetry Python SDK"
|
||||
optional = true
|
||||
optional = false
|
||||
python-versions = ">=3.8"
|
||||
groups = ["main"]
|
||||
markers = "extra == \"deepeval\""
|
||||
files = [
|
||||
{file = "opentelemetry_sdk-1.30.0-py3-none-any.whl", hash = "sha256:14fe7afc090caad881addb6926cec967129bd9260c4d33ae6a217359f6b61091"},
|
||||
{file = "opentelemetry_sdk-1.30.0.tar.gz", hash = "sha256:c9287a9e4a7614b9946e933a67168450b9ab35f08797eb9bc77d998fa480fa18"},
|
||||
|
|
@ -6057,10 +6346,9 @@ typing-extensions = ">=3.7.4"
|
|||
name = "opentelemetry-semantic-conventions"
|
||||
version = "0.51b0"
|
||||
description = "OpenTelemetry Semantic Conventions"
|
||||
optional = true
|
||||
optional = false
|
||||
python-versions = ">=3.8"
|
||||
groups = ["main"]
|
||||
markers = "extra == \"deepeval\""
|
||||
files = [
|
||||
{file = "opentelemetry_semantic_conventions-0.51b0-py3-none-any.whl", hash = "sha256:fdc777359418e8d06c86012c3dc92c88a6453ba662e941593adb062e48c2eeae"},
|
||||
{file = "opentelemetry_semantic_conventions-0.51b0.tar.gz", hash = "sha256:3fabf47f35d1fd9aebcdca7e6802d86bd5ebc3bc3408b7e3248dde6e87a18c47"},
|
||||
|
|
@ -6070,6 +6358,18 @@ files = [
|
|||
deprecated = ">=1.2.6"
|
||||
opentelemetry-api = "1.30.0"
|
||||
|
||||
[[package]]
|
||||
name = "opentelemetry-util-http"
|
||||
version = "0.51b0"
|
||||
description = "Web util for OpenTelemetry"
|
||||
optional = false
|
||||
python-versions = ">=3.8"
|
||||
groups = ["main"]
|
||||
files = [
|
||||
{file = "opentelemetry_util_http-0.51b0-py3-none-any.whl", hash = "sha256:0561d7a6e9c422b9ef9ae6e77eafcfcd32a2ab689f5e801475cbb67f189efa20"},
|
||||
{file = "opentelemetry_util_http-0.51b0.tar.gz", hash = "sha256:05edd19ca1cc3be3968b1e502fd94816901a365adbeaab6b6ddb974384d3a0b9"},
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "orderly-set"
|
||||
version = "5.3.0"
|
||||
|
|
@ -6090,7 +6390,6 @@ description = "Fast, correct Python JSON library supporting dataclasses, datetim
|
|||
optional = false
|
||||
python-versions = ">=3.8"
|
||||
groups = ["main"]
|
||||
markers = "platform_python_implementation != \"PyPy\""
|
||||
files = [
|
||||
{file = "orjson-3.10.15-cp310-cp310-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:552c883d03ad185f720d0c09583ebde257e41b9521b74ff40e08b7dec4559c04"},
|
||||
{file = "orjson-3.10.15-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:616e3e8d438d02e4854f70bfdc03a6bcdb697358dbaa6bcd19cbe24d24ece1f8"},
|
||||
|
|
@ -6695,10 +6994,9 @@ tests = ["pytest (>=5.4.1)", "pytest-cov (>=2.8.1)", "pytest-mypy (>=0.8.0)", "p
|
|||
name = "posthog"
|
||||
version = "3.19.1"
|
||||
description = "Integrate PostHog into any python application."
|
||||
optional = true
|
||||
optional = false
|
||||
python-versions = "*"
|
||||
groups = ["main"]
|
||||
markers = "extra == \"posthog\""
|
||||
files = [
|
||||
{file = "posthog-3.19.1-py2.py3-none-any.whl", hash = "sha256:7abaa1f0fbcdde8f1c193f744fdc26de852c13a80b5f527c6eeba8516b20df76"},
|
||||
{file = "posthog-3.19.1.tar.gz", hash = "sha256:b879bc257de287ea91a9545bab1a3d09ba22586f3c0370ef210e06631c4929bc"},
|
||||
|
|
@ -6898,10 +7196,9 @@ testing = ["google-api-core (>=1.31.5)"]
|
|||
name = "protobuf"
|
||||
version = "5.29.3"
|
||||
description = ""
|
||||
optional = true
|
||||
optional = false
|
||||
python-versions = ">=3.8"
|
||||
groups = ["main"]
|
||||
markers = "(python_version == \"3.10\" or python_version == \"3.11\" or python_version == \"3.12\" or extra == \"gemini\" or extra == \"qdrant\" or extra == \"weaviate\" or extra == \"deepeval\" or extra == \"milvus\") and (python_version == \"3.10\" or extra == \"codegraph\" or extra == \"gemini\" or extra == \"qdrant\" or extra == \"weaviate\" or extra == \"deepeval\" or extra == \"milvus\") and (extra == \"codegraph\" or extra == \"qdrant\" or extra == \"weaviate\" or extra == \"deepeval\" or extra == \"gemini\" or extra == \"milvus\")"
|
||||
files = [
|
||||
{file = "protobuf-5.29.3-cp310-abi3-win32.whl", hash = "sha256:3ea51771449e1035f26069c4c7fd51fba990d07bc55ba80701c78f886bf9c888"},
|
||||
{file = "protobuf-5.29.3-cp310-abi3-win_amd64.whl", hash = "sha256:a4fa6f80816a9a0678429e84973f2f98cbc218cca434abe8db2ad0bffc98503a"},
|
||||
|
|
@ -7144,10 +7441,9 @@ test = ["cffi", "hypothesis", "pandas", "pytest", "pytz"]
|
|||
name = "pyasn1"
|
||||
version = "0.6.1"
|
||||
description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
|
||||
optional = true
|
||||
optional = false
|
||||
python-versions = ">=3.8"
|
||||
groups = ["main"]
|
||||
markers = "extra == \"gemini\""
|
||||
files = [
|
||||
{file = "pyasn1-0.6.1-py3-none-any.whl", hash = "sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629"},
|
||||
{file = "pyasn1-0.6.1.tar.gz", hash = "sha256:6f580d2bdd84365380830acf45550f2511469f673cb4a5ae3857a3170128b034"},
|
||||
|
|
@ -7157,10 +7453,9 @@ files = [
|
|||
name = "pyasn1-modules"
|
||||
version = "0.4.1"
|
||||
description = "A collection of ASN.1-based protocols modules"
|
||||
optional = true
|
||||
optional = false
|
||||
python-versions = ">=3.8"
|
||||
groups = ["main"]
|
||||
markers = "extra == \"gemini\""
|
||||
files = [
|
||||
{file = "pyasn1_modules-0.4.1-py3-none-any.whl", hash = "sha256:49bfa96b45a292b711e986f222502c1c9a5e1f4e568fc30e2574a6c7d07838fd"},
|
||||
{file = "pyasn1_modules-0.4.1.tar.gz", hash = "sha256:c28e2dbf9c06ad61c71a075c7e0f9fd0f1b0bb2d2ad4377f240d33ac2ab60a7c"},
|
||||
|
|
@ -7528,14 +7823,37 @@ docs = ["myst_parser", "sphinx", "sphinx_rtd_theme"]
|
|||
full = ["Pillow (>=8.0.0)", "cryptography"]
|
||||
image = ["Pillow (>=8.0.0)"]
|
||||
|
||||
[[package]]
|
||||
name = "pypika"
|
||||
version = "0.48.9"
|
||||
description = "A SQL query builder API for Python"
|
||||
optional = false
|
||||
python-versions = "*"
|
||||
groups = ["main"]
|
||||
files = [
|
||||
{file = "PyPika-0.48.9.tar.gz", hash = "sha256:838836a61747e7c8380cd1b7ff638694b7a7335345d0f559b04b2cd832ad5378"},
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "pyproject-hooks"
|
||||
version = "1.2.0"
|
||||
description = "Wrappers to call pyproject.toml-based build backend hooks."
|
||||
optional = false
|
||||
python-versions = ">=3.7"
|
||||
groups = ["main"]
|
||||
files = [
|
||||
{file = "pyproject_hooks-1.2.0-py3-none-any.whl", hash = "sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913"},
|
||||
{file = "pyproject_hooks-1.2.0.tar.gz", hash = "sha256:1e859bd5c40fae9448642dd871adf459e5e2084186e8d2c2a79a824c970da1f8"},
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "pyreadline3"
|
||||
version = "3.5.4"
|
||||
description = "A python implementation of GNU readline."
|
||||
optional = true
|
||||
optional = false
|
||||
python-versions = ">=3.8"
|
||||
groups = ["main"]
|
||||
markers = "extra == \"codegraph\" and sys_platform == \"win32\" and (python_version == \"3.10\" or python_version == \"3.11\" or python_version == \"3.12\")"
|
||||
markers = "sys_platform == \"win32\""
|
||||
files = [
|
||||
{file = "pyreadline3-3.5.4-py3-none-any.whl", hash = "sha256:eaf8e6cc3c49bcccf145fc6067ba8643d1df34d604a1ec0eccbf7a18e6d3fae6"},
|
||||
{file = "pyreadline3-3.5.4.tar.gz", hash = "sha256:8d57d53039a1c75adba8e50dd3d992b28143480816187ea5efbd5c78e6c885b7"},
|
||||
|
|
@ -8422,7 +8740,7 @@ version = "1.3.1"
|
|||
description = "OAuthlib authentication support for Requests."
|
||||
optional = false
|
||||
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
|
||||
groups = ["dev"]
|
||||
groups = ["main", "dev"]
|
||||
files = [
|
||||
{file = "requests-oauthlib-1.3.1.tar.gz", hash = "sha256:75beac4a47881eeb94d5ea5d6ad31ef88856affe2332b9aafb52c6452ccf0d7a"},
|
||||
{file = "requests_oauthlib-1.3.1-py2.py3-none-any.whl", hash = "sha256:2577c501a2fb8d05a304c09d090d6e47c306fef15809d102b327cf8364bddab5"},
|
||||
|
|
@ -8646,10 +8964,9 @@ files = [
|
|||
name = "rsa"
|
||||
version = "4.9"
|
||||
description = "Pure-Python RSA implementation"
|
||||
optional = true
|
||||
optional = false
|
||||
python-versions = ">=3.6,<4"
|
||||
groups = ["main"]
|
||||
markers = "extra == \"gemini\""
|
||||
files = [
|
||||
{file = "rsa-4.9-py3-none-any.whl", hash = "sha256:90260d9058e514786967344d0ef75fa8727eed8a7d2e43ce9f4bcf1b536174f7"},
|
||||
{file = "rsa-4.9.tar.gz", hash = "sha256:e38464a49c6c85d7f1351b0126661487a7e0a14a50f1675ec50eb34d4f20ef21"},
|
||||
|
|
@ -9393,10 +9710,9 @@ files = [
|
|||
name = "sympy"
|
||||
version = "1.13.3"
|
||||
description = "Computer algebra system (CAS) in Python"
|
||||
optional = true
|
||||
optional = false
|
||||
python-versions = ">=3.8"
|
||||
groups = ["main"]
|
||||
markers = "(python_version == \"3.10\" or python_version == \"3.11\" or python_version == \"3.12\") and extra == \"codegraph\""
|
||||
files = [
|
||||
{file = "sympy-1.13.3-py3-none-any.whl", hash = "sha256:54612cf55a62755ee71824ce692986f23c88ffa77207b30c1368eda4a7060f73"},
|
||||
{file = "sympy-1.13.3.tar.gz", hash = "sha256:b27fd2c6530e0ab39e275fc9b683895367e51d5da91baa8d3d64db2565fec4d9"},
|
||||
|
|
@ -10187,12 +10503,72 @@ files = [
|
|||
|
||||
[package.dependencies]
|
||||
click = ">=7.0"
|
||||
colorama = {version = ">=0.4", optional = true, markers = "sys_platform == \"win32\" and extra == \"standard\""}
|
||||
h11 = ">=0.8"
|
||||
httptools = {version = ">=0.6.3", optional = true, markers = "extra == \"standard\""}
|
||||
python-dotenv = {version = ">=0.13", optional = true, markers = "extra == \"standard\""}
|
||||
pyyaml = {version = ">=5.1", optional = true, markers = "extra == \"standard\""}
|
||||
typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
|
||||
uvloop = {version = ">=0.14.0,<0.15.0 || >0.15.0,<0.15.1 || >0.15.1", optional = true, markers = "sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\" and extra == \"standard\""}
|
||||
watchfiles = {version = ">=0.13", optional = true, markers = "extra == \"standard\""}
|
||||
websockets = {version = ">=10.4", optional = true, markers = "extra == \"standard\""}
|
||||
|
||||
[package.extras]
|
||||
standard = ["colorama (>=0.4) ; sys_platform == \"win32\"", "httptools (>=0.6.3)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1) ; sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\"", "watchfiles (>=0.13)", "websockets (>=10.4)"]
|
||||
|
||||
[[package]]
|
||||
name = "uvloop"
|
||||
version = "0.21.0"
|
||||
description = "Fast implementation of asyncio event loop on top of libuv"
|
||||
optional = false
|
||||
python-versions = ">=3.8.0"
|
||||
groups = ["main"]
|
||||
markers = "sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\""
|
||||
files = [
|
||||
{file = "uvloop-0.21.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ec7e6b09a6fdded42403182ab6b832b71f4edaf7f37a9a0e371a01db5f0cb45f"},
|
||||
{file = "uvloop-0.21.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:196274f2adb9689a289ad7d65700d37df0c0930fd8e4e743fa4834e850d7719d"},
|
||||
{file = "uvloop-0.21.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f38b2e090258d051d68a5b14d1da7203a3c3677321cf32a95a6f4db4dd8b6f26"},
|
||||
{file = "uvloop-0.21.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:87c43e0f13022b998eb9b973b5e97200c8b90823454d4bc06ab33829e09fb9bb"},
|
||||
{file = "uvloop-0.21.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:10d66943def5fcb6e7b37310eb6b5639fd2ccbc38df1177262b0640c3ca68c1f"},
|
||||
{file = "uvloop-0.21.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:67dd654b8ca23aed0a8e99010b4c34aca62f4b7fce88f39d452ed7622c94845c"},
|
||||
{file = "uvloop-0.21.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:c0f3fa6200b3108919f8bdabb9a7f87f20e7097ea3c543754cabc7d717d95cf8"},
|
||||
{file = "uvloop-0.21.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:0878c2640cf341b269b7e128b1a5fed890adc4455513ca710d77d5e93aa6d6a0"},
|
||||
{file = "uvloop-0.21.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b9fb766bb57b7388745d8bcc53a359b116b8a04c83a2288069809d2b3466c37e"},
|
||||
{file = "uvloop-0.21.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8a375441696e2eda1c43c44ccb66e04d61ceeffcd76e4929e527b7fa401b90fb"},
|
||||
{file = "uvloop-0.21.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:baa0e6291d91649c6ba4ed4b2f982f9fa165b5bbd50a9e203c416a2797bab3c6"},
|
||||
{file = "uvloop-0.21.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:4509360fcc4c3bd2c70d87573ad472de40c13387f5fda8cb58350a1d7475e58d"},
|
||||
{file = "uvloop-0.21.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:359ec2c888397b9e592a889c4d72ba3d6befba8b2bb01743f72fffbde663b59c"},
|
||||
{file = "uvloop-0.21.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:f7089d2dc73179ce5ac255bdf37c236a9f914b264825fdaacaded6990a7fb4c2"},
|
||||
{file = "uvloop-0.21.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:baa4dcdbd9ae0a372f2167a207cd98c9f9a1ea1188a8a526431eef2f8116cc8d"},
|
||||
{file = "uvloop-0.21.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:86975dca1c773a2c9864f4c52c5a55631038e387b47eaf56210f873887b6c8dc"},
|
||||
{file = "uvloop-0.21.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:461d9ae6660fbbafedd07559c6a2e57cd553b34b0065b6550685f6653a98c1cb"},
|
||||
{file = "uvloop-0.21.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:183aef7c8730e54c9a3ee3227464daed66e37ba13040bb3f350bc2ddc040f22f"},
|
||||
{file = "uvloop-0.21.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:bfd55dfcc2a512316e65f16e503e9e450cab148ef11df4e4e679b5e8253a5281"},
|
||||
{file = "uvloop-0.21.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:787ae31ad8a2856fc4e7c095341cccc7209bd657d0e71ad0dc2ea83c4a6fa8af"},
|
||||
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[package.extras]
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dev = ["Cython (>=3.0,<4.0)", "setuptools (>=60)"]
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docs = ["Sphinx (>=4.1.2,<4.2.0)", "sphinx-rtd-theme (>=0.5.2,<0.6.0)", "sphinxcontrib-asyncio (>=0.3.0,<0.4.0)"]
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test = ["aiohttp (>=3.10.5)", "flake8 (>=5.0,<6.0)", "mypy (>=0.800)", "psutil", "pyOpenSSL (>=23.0.0,<23.1.0)", "pycodestyle (>=2.9.0,<2.10.0)"]
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||||
|
||||
[[package]]
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||||
name = "validators"
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version = "0.34.0"
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||||
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|
@ -10273,6 +10649,90 @@ files = [
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|||
[package.extras]
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watchmedo = ["PyYAML (>=3.10)"]
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[[package]]
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name = "watchfiles"
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version = "1.0.4"
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description = "Simple, modern and high performance file watching and code reload in python."
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optional = false
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python-versions = ">=3.9"
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groups = ["main"]
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files = [
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|
||||
{file = "watchfiles-1.0.4-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:9d1ef56b56ed7e8f312c934436dea93bfa3e7368adfcf3df4c0da6d4de959a1e"},
|
||||
{file = "watchfiles-1.0.4-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:95b42cac65beae3a362629950c444077d1b44f1790ea2772beaea95451c086bb"},
|
||||
{file = "watchfiles-1.0.4-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5e0227b8ed9074c6172cf55d85b5670199c99ab11fd27d2c473aa30aec67ee42"},
|
||||
{file = "watchfiles-1.0.4.tar.gz", hash = "sha256:6ba473efd11062d73e4f00c2b730255f9c1bdd73cd5f9fe5b5da8dbd4a717205"},
|
||||
]
|
||||
|
||||
[package.dependencies]
|
||||
anyio = ">=3.0.0"
|
||||
|
||||
[[package]]
|
||||
name = "wcwidth"
|
||||
version = "0.2.13"
|
||||
|
|
@ -10337,9 +10797,9 @@ markers = {main = "extra == \"docs\""}
|
|||
name = "websocket-client"
|
||||
version = "1.8.0"
|
||||
description = "WebSocket client for Python with low level API options"
|
||||
optional = true
|
||||
optional = false
|
||||
python-versions = ">=3.8"
|
||||
groups = ["dev"]
|
||||
groups = ["main", "dev"]
|
||||
files = [
|
||||
{file = "websocket_client-1.8.0-py3-none-any.whl", hash = "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526"},
|
||||
{file = "websocket_client-1.8.0.tar.gz", hash = "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"},
|
||||
|
|
@ -10350,6 +10810,85 @@ docs = ["Sphinx (>=6.0)", "myst-parser (>=2.0.0)", "sphinx-rtd-theme (>=1.1.0)"]
|
|||
optional = ["python-socks", "wsaccel"]
|
||||
test = ["websockets"]
|
||||
|
||||
[[package]]
|
||||
name = "websockets"
|
||||
version = "15.0.1"
|
||||
description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
|
||||
optional = false
|
||||
python-versions = ">=3.9"
|
||||
groups = ["main"]
|
||||
files = [
|
||||
{file = "websockets-15.0.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d63efaa0cd96cf0c5fe4d581521d9fa87744540d4bc999ae6e08595a1014b45b"},
|
||||
{file = "websockets-15.0.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ac60e3b188ec7574cb761b08d50fcedf9d77f1530352db4eef1707fe9dee7205"},
|
||||
{file = "websockets-15.0.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:5756779642579d902eed757b21b0164cd6fe338506a8083eb58af5c372e39d9a"},
|
||||
{file = "websockets-15.0.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0fdfe3e2a29e4db3659dbd5bbf04560cea53dd9610273917799f1cde46aa725e"},
|
||||
{file = "websockets-15.0.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4c2529b320eb9e35af0fa3016c187dffb84a3ecc572bcee7c3ce302bfeba52bf"},
|
||||
{file = "websockets-15.0.1-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ac1e5c9054fe23226fb11e05a6e630837f074174c4c2f0fe442996112a6de4fb"},
|
||||
{file = "websockets-15.0.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:5df592cd503496351d6dc14f7cdad49f268d8e618f80dce0cd5a36b93c3fc08d"},
|
||||
{file = "websockets-15.0.1-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:0a34631031a8f05657e8e90903e656959234f3a04552259458aac0b0f9ae6fd9"},
|
||||
{file = "websockets-15.0.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:3d00075aa65772e7ce9e990cab3ff1de702aa09be3940d1dc88d5abf1ab8a09c"},
|
||||
{file = "websockets-15.0.1-cp310-cp310-win32.whl", hash = "sha256:1234d4ef35db82f5446dca8e35a7da7964d02c127b095e172e54397fb6a6c256"},
|
||||
{file = "websockets-15.0.1-cp310-cp310-win_amd64.whl", hash = "sha256:39c1fec2c11dc8d89bba6b2bf1556af381611a173ac2b511cf7231622058af41"},
|
||||
{file = "websockets-15.0.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:823c248b690b2fd9303ba00c4f66cd5e2d8c3ba4aa968b2779be9532a4dad431"},
|
||||
{file = "websockets-15.0.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678999709e68425ae2593acf2e3ebcbcf2e69885a5ee78f9eb80e6e371f1bf57"},
|
||||
{file = "websockets-15.0.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:d50fd1ee42388dcfb2b3676132c78116490976f1300da28eb629272d5d93e905"},
|
||||
{file = "websockets-15.0.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d99e5546bf73dbad5bf3547174cd6cb8ba7273062a23808ffea025ecb1cf8562"},
|
||||
{file = "websockets-15.0.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:66dd88c918e3287efc22409d426c8f729688d89a0c587c88971a0faa2c2f3792"},
|
||||
{file = "websockets-15.0.1-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8dd8327c795b3e3f219760fa603dcae1dcc148172290a8ab15158cf85a953413"},
|
||||
{file = "websockets-15.0.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:8fdc51055e6ff4adeb88d58a11042ec9a5eae317a0a53d12c062c8a8865909e8"},
|
||||
{file = "websockets-15.0.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:693f0192126df6c2327cce3baa7c06f2a117575e32ab2308f7f8216c29d9e2e3"},
|
||||
{file = "websockets-15.0.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:54479983bd5fb469c38f2f5c7e3a24f9a4e70594cd68cd1fa6b9340dadaff7cf"},
|
||||
{file = "websockets-15.0.1-cp311-cp311-win32.whl", hash = "sha256:16b6c1b3e57799b9d38427dda63edcbe4926352c47cf88588c0be4ace18dac85"},
|
||||
{file = "websockets-15.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:27ccee0071a0e75d22cb35849b1db43f2ecd3e161041ac1ee9d2352ddf72f065"},
|
||||
{file = "websockets-15.0.1-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:3e90baa811a5d73f3ca0bcbf32064d663ed81318ab225ee4f427ad4e26e5aff3"},
|
||||
{file = "websockets-15.0.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:592f1a9fe869c778694f0aa806ba0374e97648ab57936f092fd9d87f8bc03665"},
|
||||
{file = "websockets-15.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:0701bc3cfcb9164d04a14b149fd74be7347a530ad3bbf15ab2c678a2cd3dd9a2"},
|
||||
{file = "websockets-15.0.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e8b56bdcdb4505c8078cb6c7157d9811a85790f2f2b3632c7d1462ab5783d215"},
|
||||
{file = "websockets-15.0.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0af68c55afbd5f07986df82831c7bff04846928ea8d1fd7f30052638788bc9b5"},
|
||||
{file = "websockets-15.0.1-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:64dee438fed052b52e4f98f76c5790513235efaa1ef7f3f2192c392cd7c91b65"},
|
||||
{file = "websockets-15.0.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:d5f6b181bb38171a8ad1d6aa58a67a6aa9d4b38d0f8c5f496b9e42561dfc62fe"},
|
||||
{file = "websockets-15.0.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:5d54b09eba2bada6011aea5375542a157637b91029687eb4fdb2dab11059c1b4"},
|
||||
{file = "websockets-15.0.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:3be571a8b5afed347da347bfcf27ba12b069d9d7f42cb8c7028b5e98bbb12597"},
|
||||
{file = "websockets-15.0.1-cp312-cp312-win32.whl", hash = "sha256:c338ffa0520bdb12fbc527265235639fb76e7bc7faafbb93f6ba80d9c06578a9"},
|
||||
{file = "websockets-15.0.1-cp312-cp312-win_amd64.whl", hash = "sha256:fcd5cf9e305d7b8338754470cf69cf81f420459dbae8a3b40cee57417f4614a7"},
|
||||
{file = "websockets-15.0.1-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:ee443ef070bb3b6ed74514f5efaa37a252af57c90eb33b956d35c8e9c10a1931"},
|
||||
{file = "websockets-15.0.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:5a939de6b7b4e18ca683218320fc67ea886038265fd1ed30173f5ce3f8e85675"},
|
||||
{file = "websockets-15.0.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:746ee8dba912cd6fc889a8147168991d50ed70447bf18bcda7039f7d2e3d9151"},
|
||||
{file = "websockets-15.0.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:595b6c3969023ecf9041b2936ac3827e4623bfa3ccf007575f04c5a6aa318c22"},
|
||||
{file = "websockets-15.0.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3c714d2fc58b5ca3e285461a4cc0c9a66bd0e24c5da9911e30158286c9b5be7f"},
|
||||
{file = "websockets-15.0.1-cp313-cp313-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0f3c1e2ab208db911594ae5b4f79addeb3501604a165019dd221c0bdcabe4db8"},
|
||||
{file = "websockets-15.0.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:229cf1d3ca6c1804400b0a9790dc66528e08a6a1feec0d5040e8b9eb14422375"},
|
||||
{file = "websockets-15.0.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:756c56e867a90fb00177d530dca4b097dd753cde348448a1012ed6c5131f8b7d"},
|
||||
{file = "websockets-15.0.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:558d023b3df0bffe50a04e710bc87742de35060580a293c2a984299ed83bc4e4"},
|
||||
{file = "websockets-15.0.1-cp313-cp313-win32.whl", hash = "sha256:ba9e56e8ceeeedb2e080147ba85ffcd5cd0711b89576b83784d8605a7df455fa"},
|
||||
{file = "websockets-15.0.1-cp313-cp313-win_amd64.whl", hash = "sha256:e09473f095a819042ecb2ab9465aee615bd9c2028e4ef7d933600a8401c79561"},
|
||||
{file = "websockets-15.0.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:5f4c04ead5aed67c8a1a20491d54cdfba5884507a48dd798ecaf13c74c4489f5"},
|
||||
{file = "websockets-15.0.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:abdc0c6c8c648b4805c5eacd131910d2a7f6455dfd3becab248ef108e89ab16a"},
|
||||
{file = "websockets-15.0.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:a625e06551975f4b7ea7102bc43895b90742746797e2e14b70ed61c43a90f09b"},
|
||||
{file = "websockets-15.0.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d591f8de75824cbb7acad4e05d2d710484f15f29d4a915092675ad3456f11770"},
|
||||
{file = "websockets-15.0.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:47819cea040f31d670cc8d324bb6435c6f133b8c7a19ec3d61634e62f8d8f9eb"},
|
||||
{file = "websockets-15.0.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ac017dd64572e5c3bd01939121e4d16cf30e5d7e110a119399cf3133b63ad054"},
|
||||
{file = "websockets-15.0.1-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:4a9fac8e469d04ce6c25bb2610dc535235bd4aa14996b4e6dbebf5e007eba5ee"},
|
||||
{file = "websockets-15.0.1-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:363c6f671b761efcb30608d24925a382497c12c506b51661883c3e22337265ed"},
|
||||
{file = "websockets-15.0.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:2034693ad3097d5355bfdacfffcbd3ef5694f9718ab7f29c29689a9eae841880"},
|
||||
{file = "websockets-15.0.1-cp39-cp39-win32.whl", hash = "sha256:3b1ac0d3e594bf121308112697cf4b32be538fb1444468fb0a6ae4feebc83411"},
|
||||
{file = "websockets-15.0.1-cp39-cp39-win_amd64.whl", hash = "sha256:b7643a03db5c95c799b89b31c036d5f27eeb4d259c798e878d6937d71832b1e4"},
|
||||
{file = "websockets-15.0.1-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:0c9e74d766f2818bb95f84c25be4dea09841ac0f734d1966f415e4edfc4ef1c3"},
|
||||
{file = "websockets-15.0.1-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:1009ee0c7739c08a0cd59de430d6de452a55e42d6b522de7aa15e6f67db0b8e1"},
|
||||
{file = "websockets-15.0.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:76d1f20b1c7a2fa82367e04982e708723ba0e7b8d43aa643d3dcd404d74f1475"},
|
||||
{file = "websockets-15.0.1-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f29d80eb9a9263b8d109135351caf568cc3f80b9928bccde535c235de55c22d9"},
|
||||
{file = "websockets-15.0.1-pp310-pypy310_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b359ed09954d7c18bbc1680f380c7301f92c60bf924171629c5db97febb12f04"},
|
||||
{file = "websockets-15.0.1-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:cad21560da69f4ce7658ca2cb83138fb4cf695a2ba3e475e0559e05991aa8122"},
|
||||
{file = "websockets-15.0.1-pp39-pypy39_pp73-macosx_10_15_x86_64.whl", hash = "sha256:7f493881579c90fc262d9cdbaa05a6b54b3811c2f300766748db79f098db9940"},
|
||||
{file = "websockets-15.0.1-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:47b099e1f4fbc95b701b6e85768e1fcdaf1630f3cbe4765fa216596f12310e2e"},
|
||||
{file = "websockets-15.0.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:67f2b6de947f8c757db2db9c71527933ad0019737ec374a8a6be9a956786aaf9"},
|
||||
{file = "websockets-15.0.1-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d08eb4c2b7d6c41da6ca0600c077e93f5adcfd979cd777d747e9ee624556da4b"},
|
||||
{file = "websockets-15.0.1-pp39-pypy39_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4b826973a4a2ae47ba357e4e82fa44a463b8f168e1ca775ac64521442b19e87f"},
|
||||
{file = "websockets-15.0.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:21c1fa28a6a7e3cbdc171c694398b6df4744613ce9b36b1a498e816787e28123"},
|
||||
{file = "websockets-15.0.1-py3-none-any.whl", hash = "sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f"},
|
||||
{file = "websockets-15.0.1.tar.gz", hash = "sha256:82544de02076bafba038ce055ee6412d68da13ab47f0c60cab827346de828dee"},
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "win-precise-time"
|
||||
version = "1.4.2"
|
||||
|
|
@ -10799,4 +11338,4 @@ weaviate = ["weaviate-client"]
|
|||
[metadata]
|
||||
lock-version = "2.1"
|
||||
python-versions = ">=3.10,<=3.13"
|
||||
content-hash = "d7c274c557b0d86891baf091c00ba85df5f94c784ff4fbf925028607da8f5eb3"
|
||||
content-hash = "49992df84ea53be0143c8dbc7bd11cbb97ca762714c61dabd1527c8c3e42fd6b"
|
||||
|
|
|
|||
|
|
@ -57,6 +57,7 @@ langsmith = {version = "0.2.3", optional = true}
|
|||
langdetect = "1.0.9"
|
||||
posthog = {version = "^3.5.0", optional = true}
|
||||
lancedb = "0.16.0"
|
||||
chromadb = "^0.6.0"
|
||||
litellm = ">=1.57.4"
|
||||
groq = {version = "0.8.0", optional = true}
|
||||
langfuse = "^2.32.0"
|
||||
|
|
|
|||
Loading…
Add table
Reference in a new issue