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agno-agi/agno:libs/agno/tests/integration/models/ollama/test_thinking.py
import json import os import tempfile import pytest from agno.agent import Agent from agno.db.json import JsonDb from agno.models.message import Message from agno.models.ollama import Ollama from agno.run.agent import RunOutput api_key = os.getenv("OLLAMA_API_KEY") def _get_thinking_agent(**kwargs): """Create ...
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test
agno-agi/agno:libs/agno/tests/unit/tools/test_scrapegraph.py
"""Unit tests for ScrapeGraphTools class.""" import json import os from unittest.mock import Mock, patch import pytest from agno.tools.scrapegraph import ScrapeGraphTools @pytest.fixture def mock_scrapegraph_client(): """Create a mock ScrapeGraph client.""" mock_client = Mock() # Simple mock responses...
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test
agno-agi/agno:libs/agno/agno/tools/mcp_toolbox.py
from typing import Any, Callable, Dict, List, Literal, Optional, Union from warnings import warn from agno.tools.function import Function from agno.tools.mcp import MCPTools from agno.utils.log import logger try: from toolbox_core import ToolboxClient # type: ignore except ImportError: raise ImportError("`to...
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function_complex
agno-agi/agno:libs/agno/tests/integration/teams/test_reasoning_content_default_COT.py
"""Test for reasoning_content generation in different Agent configurations. This test verifies that reasoning_content is properly populated in the RunOutput for various Agent configurations, including: - reasoning=True (with default model) - reasoning_model=specified model - streaming and non-streaming modes """ from...
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test
agno-agi/agno:libs/agno/tests/unit/db/test_sessions.py
from agno.session.agent import AgentSession from agno.session.team import TeamSession def test_agent_session_serialization_empty_runs(): sess1 = AgentSession(session_id="s3", runs=[]) dump = sess1.to_dict() sess2 = AgentSession.from_dict(dump) assert sess1 == sess2 def test_team_session_serializatio...
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test
agno-agi/agno:libs/agno/agno/models/cometapi/cometapi.py
from dataclasses import dataclass, field from os import getenv from typing import Any, Dict, List, Optional import httpx from agno.exceptions import ModelAuthenticationError from agno.models.openai.like import OpenAILike from agno.utils.log import log_debug @dataclass class CometAPI(OpenAILike): """ The Com...
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function_complex
agno-agi/agno:libs/agno/tests/integration/models/cometapi/test_basic.py
"""Integration tests for CometAPI model provider.""" import pytest from pydantic import BaseModel, Field from agno.agent import Agent, RunOutput from agno.db.sqlite import SqliteDb from agno.models.cometapi import CometAPI def _assert_metrics(response: RunOutput): """Helper function to assert response metrics a...
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test
agno-agi/agno:libs/agno/tests/integration/knowledge/filters/test_agentic_filtering.py
import tempfile from pathlib import Path import pytest from pydantic import BaseModel from agno.agent import Agent from agno.knowledge.knowledge import Knowledge from agno.knowledge.reader.csv_reader import CSVReader from agno.models.anthropic.claude import Claude from agno.models.google.gemini import Gemini from agn...
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test
agno-agi/agno:libs/agno/agno/models/llama_cpp/llama_cpp.py
from dataclasses import dataclass from agno.models.openai.like import OpenAILike @dataclass class LlamaCpp(OpenAILike): """ A class for interacting with LLMs using Llama CPP. Attributes: id (str): The id of the Llama CPP model. Default is "ggml-org/gpt-oss-20b-GGUF". name (str): The name...
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documentation
agno-agi/agno:libs/agno/tests/integration/os/test_custom_fastapi_app.py
"""Integration tests for custom FastAPI app scenarios with AgentOS.""" from contextlib import asynccontextmanager from unittest.mock import Mock, patch import pytest from fastapi import FastAPI, HTTPException from fastapi.testclient import TestClient from starlette.middleware.cors import CORSMiddleware from agno.age...
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test
agno-agi/agno:libs/agno/tests/unit/knowledge/chunking/test_semantic_chunking.py
"""Tests for SemanticChunking wrapper that adapts Agno embedders to chonkie.""" from dataclasses import dataclass from types import SimpleNamespace from typing import List from unittest.mock import patch import pytest from agno.knowledge.chunking.semantic import SemanticChunking from agno.knowledge.document.base imp...
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test
agno-agi/agno:libs/agno/agno/models/nexus/nexus.py
from dataclasses import dataclass from agno.models.openai.like import OpenAILike @dataclass class Nexus(OpenAILike): """ A class for interacting with LLMs using Nexus. Attributes: id (str): The id of the Nexus model to use. Default is "openai/gpt-4". name (str): The name of this chat mod...
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documentation
agno-agi/agno:libs/agno/agno/tools/file_generation.py
import csv import io import json from pathlib import Path from typing import Any, Dict, List, Optional, Union from uuid import uuid4 from agno.media import File from agno.tools import Toolkit from agno.tools.function import ToolResult from agno.utils.log import log_debug, logger try: from reportlab.lib.pagesizes ...
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function_complex
agno-agi/agno:libs/agno/tests/integration/agent/test_tool_hooks.py
from typing import Any, Callable, Dict from unittest.mock import patch import pytest from agno.agent import Agent from agno.run.agent import RunOutput from agno.tools.decorator import tool from agno.utils.log import logger # --- Hooks Definition --- def logger_hook( function_name: str, function_call: Calla...
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test
agno-agi/agno:libs/agno/agno/os/routers/home.py
from typing import TYPE_CHECKING from fastapi import APIRouter if TYPE_CHECKING: from agno.os.app import AgentOS def get_home_router(os: "AgentOS") -> APIRouter: router = APIRouter(tags=["Home"]) @router.get( "/", operation_id="get_api_info", summary="API Information", d...
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function_simple
agno-agi/agno:libs/agno/agno/models/siliconflow/siliconflow.py
from dataclasses import dataclass from os import getenv from typing import Any, Dict, Optional from agno.exceptions import ModelAuthenticationError from agno.models.openai.like import OpenAILike @dataclass class Siliconflow(OpenAILike): """ A class for interacting with Siliconflow API. Attributes: ...
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function_simple
agno-agi/agno:libs/agno/tests/integration/agent/test_dependencies.py
import json from agno.agent import Agent, RunOutput from agno.db.in_memory import InMemoryDb from agno.models.openai.chat import OpenAIChat from agno.run.base import RunContext def test_dependencies(): agent = Agent( model=OpenAIChat(id="gpt-4o-mini"), dependencies={"robot_name": "Anna"}, ...
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test
agno-agi/agno:libs/agno/tests/integration/agent/test_storage.py
import uuid import pytest from agno.agent.agent import Agent from agno.models.openai.chat import OpenAIChat from agno.run.base import RunStatus @pytest.fixture def agent(shared_db): """Create an agent with db and memory for testing.""" return Agent( model=OpenAIChat(id="gpt-4o"), db=shared_d...
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test
agno-agi/agno:libs/agno/tests/integration/teams/test_dependencies.py
import json from agno.agent import Agent from agno.db.in_memory import InMemoryDb from agno.models.openai.chat import OpenAIChat from agno.run.base import RunContext from agno.team import Team, TeamRunOutput def test_dependencies(): team = Team( members=[], model=OpenAIChat(id="gpt-4o-mini"), ...
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test
agno-agi/agno:libs/agno/tests/unit/agent/test_input_schema.py
from typing import List, Optional, TypedDict import pytest from pydantic import BaseModel, ConfigDict, Field from agno.agent import Agent from agno.models.openai import OpenAIChat from agno.utils.agent import validate_input # TypedDict schemas class ResearchTopicDict(TypedDict): topic: str focus_areas: List...
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test
agno-agi/agno:libs/agno/agno/os/routers/health.py
from datetime import datetime, timezone from fastapi import APIRouter from agno.os.schema import HealthResponse def get_health_router(health_endpoint: str = "/health") -> APIRouter: router = APIRouter(tags=["Health"]) started_at = datetime.now(timezone.utc) @router.get( health_endpoint, ...
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function_simple
agno-agi/agno:libs/agno/agno/tools/memory.py
import json from textwrap import dedent from typing import Any, List, Optional from uuid import uuid4 from agno.db.base import BaseDb from agno.db.schemas import UserMemory from agno.run import RunContext from agno.tools import Toolkit from agno.utils.log import log_debug, log_error class MemoryTools(Toolkit): d...
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function_complex
agno-agi/agno:libs/agno/agno/tools/workflow.py
import json from textwrap import dedent from typing import Any, Dict, Optional from pydantic import BaseModel, Field from agno.run import RunContext from agno.tools import Toolkit from agno.utils.log import log_debug, log_error from agno.workflow.workflow import Workflow, WorkflowRunOutput class RunWorkflowInput(Ba...
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function_complex
agno-agi/agno:libs/agno/agno/api/os.py
from agno.api.api import api from agno.api.routes import ApiRoutes from agno.api.schemas.os import OSLaunch from agno.utils.log import log_debug def log_os_telemetry(launch: OSLaunch) -> None: """Telemetry recording for OS launches""" with api.Client() as api_client: try: response = api_cl...
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function_simple
agno-agi/agno:libs/agno/agno/api/schemas/os.py
from typing import Any, Dict, Optional from pydantic import BaseModel, Field from agno.api.schemas.utils import get_sdk_version class OSLaunch(BaseModel): """Data sent to API to create an OS Launch""" os_id: Optional[str] = None data: Optional[Dict[Any, Any]] = None sdk_version: str = Field(defaul...
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function_simple
agno-agi/agno:libs/agno/agno/api/schemas/utils.py
from enum import Enum class TelemetryRunEventType(str, Enum): AGENT = "agent" EVAL = "eval" TEAM = "team" WORKFLOW = "workflow" def get_sdk_version() -> str: """Return the installed agno SDK version from package metadata. Falls back to "unknown" if the package metadata isn't available. ...
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function_simple
agno-agi/agno:libs/agno/agno/api/settings.py
from __future__ import annotations from importlib import metadata from pydantic import field_validator from pydantic_core.core_schema import ValidationInfo from pydantic_settings import BaseSettings, SettingsConfigDict from agno.utils.log import logger class AgnoAPISettings(BaseSettings): app_name: str = "agno...
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function_simple
agno-agi/agno:libs/agno/agno/api/workflow.py
from agno.api.api import api from agno.api.routes import ApiRoutes from agno.api.schemas.workflows import WorkflowRunCreate from agno.utils.log import log_debug def create_workflow_run(workflow: WorkflowRunCreate) -> None: """Telemetry recording for Workflow runs""" with api.Client() as api_client: tr...
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function_simple
agno-agi/agno:libs/agno/agno/cloud/aws/base.py
from typing import Any, Optional from pydantic import BaseModel, ConfigDict from agno.cloud.aws.s3.api_client import AwsApiClient from agno.utils.log import logger class AwsResource(BaseModel): """Base class for AWS Resources.""" # Resource name (required) name: str # Resource type resource_ty...
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function_complex
agno-agi/agno:libs/agno/agno/cloud/aws/s3/bucket.py
from typing import Any, Dict, List, Optional from typing_extensions import Literal from agno.cloud.aws.base import AwsResource from agno.cloud.aws.s3.api_client import AwsApiClient from agno.cloud.aws.s3.object import S3Object from agno.utils.log import logger class S3Bucket(AwsResource): """ Reference: ...
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function_complex
agno-agi/agno:libs/agno/agno/cloud/aws/s3/object.py
from pathlib import Path from typing import Any, Optional from agno.cloud.aws.base import AwsResource from agno.cloud.aws.s3.api_client import AwsApiClient from agno.utils.log import logger class S3Object(AwsResource): """ Reference: - https://boto3.amazonaws.com/v1/documentation/api/latest/reference/ser...
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documentation
agno-agi/agno:libs/agno/agno/db/base.py
from abc import ABC, abstractmethod from datetime import date, datetime from enum import Enum from typing import TYPE_CHECKING, Any, Dict, List, Optional, Set, Tuple, Union from uuid import uuid4 if TYPE_CHECKING: from agno.tracing.schemas import Span, Trace from agno.db.schemas import UserMemory from agno.db.sch...
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function_complex
agno-agi/agno:libs/agno/agno/db/dynamo/dynamo.py
import json import time from datetime import date, datetime, timedelta, timezone from os import getenv from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple, Union if TYPE_CHECKING: from agno.tracing.schemas import Span, Trace from agno.db.base import BaseDb, SessionType from agno.db.dynamo.schemas i...
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function_complex
agno-agi/agno:libs/agno/agno/db/dynamo/schemas.py
"""Table schemas and related utils used by the DynamoDb class""" from typing import Any, Dict SESSION_TABLE_SCHEMA = { "TableName": "agno_sessions", "KeySchema": [{"AttributeName": "session_id", "KeyType": "HASH"}], "AttributeDefinitions": [ {"AttributeName": "session_id", "AttributeType": "S"}, ...
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function_simple
agno-agi/agno:libs/agno/agno/db/dynamo/utils.py
import json import time from datetime import date, datetime, timedelta, timezone from typing import Any, Callable, Dict, List, Optional, Union from uuid import uuid4 from agno.db.base import SessionType from agno.db.schemas.culture import CulturalKnowledge from agno.db.schemas.evals import EvalRunRecord from agno.db.s...
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function_complex
agno-agi/agno:libs/agno/agno/db/firestore/firestore.py
import json import time from datetime import date, datetime, timedelta, timezone from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple, Union, cast from uuid import uuid4 if TYPE_CHECKING: from agno.tracing.schemas import Span, Trace from agno.db.base import BaseDb, SessionType from agno.db.firestore...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/firestore/firestore.py", "license": "Apache License 2.0", "lines": 2017, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/db/firestore/schemas.py
"""Firestore collection schemas and related utilities""" from typing import Any, Dict, List SESSION_COLLECTION_SCHEMA = [ {"key": "session_id"}, {"key": "user_id"}, {"key": "session_type"}, {"key": "agent_id"}, {"key": "team_id"}, {"key": "workflow_id"}, {"key": "created_at"}, {"key": ...
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function_simple
agno-agi/agno:libs/agno/agno/db/firestore/utils.py
"""Utility functions for the Firestore database class.""" import json import time from datetime import date, datetime, timedelta, timezone from typing import Any, Dict, List, Optional from uuid import uuid4 from agno.db.firestore.schemas import get_collection_indexes from agno.db.schemas.culture import CulturalKnowle...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/firestore/utils.py", "license": "Apache License 2.0", "lines": 309, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/db/gcs_json/gcs_json_db.py
import json import time from datetime import date, datetime, timedelta, timezone from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple, Union from uuid import uuid4 if TYPE_CHECKING: from agno.tracing.schemas import Span, Trace from agno.db.base import BaseDb, SessionType from agno.db.gcs_json.utils ...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/gcs_json/gcs_json_db.py", "license": "Apache License 2.0", "lines": 1553, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/db/gcs_json/utils.py
"""Utility functions for the GCS JSON database class.""" import time from datetime import date, datetime, timedelta, timezone from typing import Any, Dict, List, Optional from uuid import uuid4 from agno.db.schemas.culture import CulturalKnowledge from agno.db.utils import get_sort_value from agno.utils.log import lo...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/gcs_json/utils.py", "license": "Apache License 2.0", "lines": 194, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/db/in_memory/in_memory_db.py
import time from copy import deepcopy from datetime import date, datetime, timedelta, timezone from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple, Union from uuid import uuid4 from agno.db.base import BaseDb, SessionType from agno.db.in_memory.utils import ( apply_sorting, calculate_date_metric...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/in_memory/in_memory_db.py", "license": "Apache License 2.0", "lines": 1143, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/db/in_memory/utils.py
"""Utility functions for the in-memory database class.""" import time from datetime import date, datetime, timedelta, timezone from typing import Any, Dict, List, Optional from uuid import uuid4 from agno.db.schemas.culture import CulturalKnowledge from agno.db.utils import get_sort_value from agno.utils.log import l...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/in_memory/utils.py", "license": "Apache License 2.0", "lines": 196, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/db/json/json_db.py
import json import os import time from datetime import date, datetime, timedelta, timezone from pathlib import Path from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple, Union from uuid import uuid4 if TYPE_CHECKING: from agno.tracing.schemas import Span, Trace from agno.db.base import BaseDb, Sessi...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/json/json_db.py", "license": "Apache License 2.0", "lines": 1517, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/db/json/utils.py
"""Utility functions for the JSON database class.""" import time from datetime import date, datetime, timedelta, timezone from typing import Any, Dict, List, Optional from uuid import uuid4 from agno.db.schemas.culture import CulturalKnowledge from agno.db.utils import get_sort_value from agno.utils.log import log_de...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/json/utils.py", "license": "Apache License 2.0", "lines": 196, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/db/mongo/mongo.py
import time from datetime import date, datetime, timedelta, timezone from importlib import metadata from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple, Union from uuid import uuid4 try: from pymongo.errors import DuplicateKeyError except ImportError: DuplicateKeyError = Exception # type: ignor...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/mongo/mongo.py", "license": "Apache License 2.0", "lines": 2253, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/db/mongo/schemas.py
"""MongoDB collection schemas and related utilities""" from typing import Any, Dict, List SESSION_COLLECTION_SCHEMA = [ {"key": "session_id", "unique": True}, {"key": "user_id"}, {"key": "session_type"}, {"key": "agent_id"}, {"key": "team_id"}, {"key": "workflow_id"}, {"key": "created_at"}...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/mongo/schemas.py", "license": "Apache License 2.0", "lines": 121, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_simple
agno-agi/agno:libs/agno/agno/db/mongo/utils.py
"""Utility functions for the MongoDB database class.""" import json import time from datetime import date, datetime, timedelta, timezone from typing import Any, Dict, List, Optional from uuid import uuid4 from agno.db.mongo.schemas import get_collection_indexes from agno.db.schemas.culture import CulturalKnowledge fr...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/mongo/utils.py", "license": "Apache License 2.0", "lines": 223, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/db/mysql/mysql.py
import time from datetime import date, datetime, timedelta, timezone from typing import TYPE_CHECKING, Any, Dict, List, Optional, Sequence, Tuple, Union from uuid import uuid4 if TYPE_CHECKING: from agno.tracing.schemas import Span, Trace from agno.db.base import BaseDb, SessionType from agno.db.migrations.manage...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/mysql/mysql.py", "license": "Apache License 2.0", "lines": 2552, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/db/mysql/schemas.py
"""Table schemas and related utils used by the MySQLDb class""" from typing import Any try: from sqlalchemy.types import JSON, BigInteger, Boolean, Date, String, Text except ImportError: raise ImportError("`sqlalchemy` not installed. Please install it using `pip install sqlalchemy`") SESSION_TABLE_SCHEMA = {...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/mysql/schemas.py", "license": "Apache License 2.0", "lines": 177, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_simple
agno-agi/agno:libs/agno/agno/db/mysql/utils.py
"""Utility functions for the MySQL database class.""" import time from datetime import date, datetime, timedelta, timezone from typing import Any, Dict, List, Optional from uuid import uuid4 from agno.db.mysql.schemas import get_table_schema_definition from agno.db.schemas.culture import CulturalKnowledge from agno.u...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/mysql/utils.py", "license": "Apache License 2.0", "lines": 397, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/db/postgres/postgres.py
import time from datetime import date, datetime, timedelta, timezone from typing import TYPE_CHECKING, Any, Dict, List, Optional, Sequence, Set, Tuple, Union, cast from uuid import uuid4 if TYPE_CHECKING: from agno.tracing.schemas import Span, Trace from agno.db.base import BaseDb, ComponentType, SessionType from...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/postgres/postgres.py", "license": "Apache License 2.0", "lines": 4254, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/db/postgres/schemas.py
"""Table schemas and related utils used by the PostgresDb class""" from typing import Any try: from sqlalchemy.dialects.postgresql import JSONB from sqlalchemy.types import BigInteger, Boolean, Date, Integer, String, Text except ImportError: raise ImportError("`sqlalchemy` not installed. Please install it...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/postgres/schemas.py", "license": "Apache License 2.0", "lines": 324, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/db/postgres/utils.py
"""Utility functions for the Postgres database class.""" import time from datetime import date, datetime, timedelta, timezone from typing import Any, Dict, List, Optional from uuid import uuid4 from sqlalchemy import Engine from sqlalchemy.ext.asyncio import AsyncEngine, AsyncSession from agno.db.postgres.schemas im...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/postgres/utils.py", "license": "Apache License 2.0", "lines": 366, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/db/redis/redis.py
import time from datetime import date, datetime, timedelta, timezone from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple, Union from uuid import uuid4 if TYPE_CHECKING: from agno.tracing.schemas import Span, Trace from agno.db.base import BaseDb, SessionType from agno.db.redis.utils import ( ap...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/redis/redis.py", "license": "Apache License 2.0", "lines": 1814, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/db/redis/schemas.py
"""Table schemas and related utils used by the RedisDb class""" from typing import Any SESSION_SCHEMA = { "session_id": {"type": "string", "primary_key": True}, "session_type": {"type": "string"}, "agent_id": {"type": "string"}, "team_id": {"type": "string"}, "workflow_id": {"type": "string"}, ...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/redis/schemas.py", "license": "Apache License 2.0", "lines": 142, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_simple
agno-agi/agno:libs/agno/agno/db/redis/utils.py
"""Utility functions for the Redis database class.""" import json import time from datetime import date, datetime, timedelta, timezone from typing import Any, Dict, List, Optional, Union from uuid import UUID from agno.db.schemas.culture import CulturalKnowledge from agno.db.utils import get_sort_value from agno.util...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/redis/utils.py", "license": "Apache License 2.0", "lines": 277, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/db/schemas/evals.py
from enum import Enum from typing import Any, Dict, Optional from pydantic import BaseModel class EvalType(str, Enum): ACCURACY = "accuracy" AGENT_AS_JUDGE = "agent_as_judge" PERFORMANCE = "performance" RELIABILITY = "reliability" class EvalFilterType(str, Enum): AGENT = "agent" TEAM = "tea...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/schemas/evals.py", "license": "Apache License 2.0", "lines": 25, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_simple
agno-agi/agno:libs/agno/agno/db/schemas/knowledge.py
from datetime import datetime from typing import Any, Dict, Optional from pydantic import BaseModel, ConfigDict, model_validator class KnowledgeRow(BaseModel): """Knowledge Row that is stored in the database""" # id for this knowledge, auto-generated if not provided id: Optional[str] = None name: st...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/schemas/knowledge.py", "license": "Apache License 2.0", "lines": 30, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_simple
agno-agi/agno:libs/agno/agno/db/schemas/memory.py
from dataclasses import dataclass from datetime import datetime from typing import Any, Dict, List, Optional from agno.utils.dttm import now_epoch_s, to_epoch_s @dataclass class UserMemory: """Model for User Memories""" memory: str memory_id: Optional[str] = None topics: Optional[List[str]] = None ...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/schemas/memory.py", "license": "Apache License 2.0", "lines": 47, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_simple
agno-agi/agno:libs/agno/agno/db/singlestore/schemas.py
"""Table schemas and related utils used by the SingleStoreDb class""" from typing import Any try: from sqlalchemy.types import JSON, BigInteger, Boolean, Date, String, Text except ImportError: raise ImportError("`sqlalchemy` not installed. Please install it using `pip install sqlalchemy`") SESSION_TABLE_SCHE...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/singlestore/schemas.py", "license": "Apache License 2.0", "lines": 171, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_simple
agno-agi/agno:libs/agno/agno/db/singlestore/singlestore.py
import json import time from datetime import date, datetime, timedelta, timezone from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple, Union from uuid import uuid4 if TYPE_CHECKING: from agno.tracing.schemas import Span, Trace from agno.db.base import BaseDb, SessionType from agno.db.migrations.mana...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/singlestore/singlestore.py", "license": "Apache License 2.0", "lines": 2511, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/db/singlestore/utils.py
"""Utility functions for the SingleStore database class.""" import time from datetime import date, datetime, timedelta, timezone from typing import Any, Dict, List, Optional from uuid import uuid4 from sqlalchemy import Engine from agno.db.schemas.culture import CulturalKnowledge from agno.db.singlestore.schemas imp...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/singlestore/utils.py", "license": "Apache License 2.0", "lines": 315, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/db/sqlite/schemas.py
"""Table schemas and related utils used by the SqliteDb class""" from typing import Any try: from sqlalchemy.types import JSON, BigInteger, Boolean, Date, String except ImportError: raise ImportError("`sqlalchemy` not installed. Please install it using `pip install sqlalchemy`") SESSION_TABLE_SCHEMA = { ...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/sqlite/schemas.py", "license": "Apache License 2.0", "lines": 310, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/db/sqlite/sqlite.py
import time from datetime import date, datetime, timedelta, timezone from pathlib import Path from typing import TYPE_CHECKING, Any, Dict, List, Optional, Sequence, Set, Tuple, Union, cast from uuid import uuid4 if TYPE_CHECKING: from agno.tracing.schemas import Span, Trace from agno.db.base import BaseDb, Compon...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/sqlite/sqlite.py", "license": "Apache License 2.0", "lines": 4104, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/db/sqlite/utils.py
import json import time from datetime import date, datetime, timedelta, timezone from typing import Any, Dict, List, Optional from uuid import uuid4 from sqlalchemy.ext.asyncio import AsyncEngine, AsyncSession from agno.db.schemas.culture import CulturalKnowledge from agno.db.sqlite.schemas import get_table_schema_de...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/sqlite/utils.py", "license": "Apache License 2.0", "lines": 351, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/db/utils.py
"""Logic shared across different database implementations""" import json from datetime import date, datetime from typing import TYPE_CHECKING, Any, Dict, Optional, Union from uuid import UUID from agno.metrics import ModelMetrics, RunMetrics, SessionMetrics from agno.models.message import Message from agno.utils.log ...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/db/utils.py", "license": "Apache License 2.0", "lines": 153, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/knowledge/chunking/markdown.py
import os import re import tempfile from typing import List, Union try: from unstructured.chunking.title import chunk_by_title # type: ignore from unstructured.partition.md import partition_md # type: ignore except ImportError: raise ImportError("`unstructured` not installed. Please install it using `pip...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/chunking/markdown.py", "license": "Apache License 2.0", "lines": 273, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/knowledge/chunking/row.py
from typing import List from agno.knowledge.chunking.strategy import ChunkingStrategy from agno.knowledge.document.base import Document class RowChunking(ChunkingStrategy): def __init__(self, skip_header: bool = False, clean_rows: bool = True): self.skip_header = skip_header self.clean_rows = cle...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/chunking/row.py", "license": "Apache License 2.0", "lines": 31, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_simple
agno-agi/agno:libs/agno/agno/knowledge/chunking/semantic.py
from typing import Any, Dict, List, Literal, Optional, Union try: import numpy as np except ImportError: raise ImportError("`numpy` not installed. Please install using `pip install numpy`") try: from chonkie import SemanticChunker from chonkie.embeddings.base import BaseEmbeddings except ImportError: ...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/chunking/semantic.py", "license": "Apache License 2.0", "lines": 141, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/knowledge/chunking/strategy.py
import hashlib from abc import ABC, abstractmethod from enum import Enum from typing import List, Optional from agno.knowledge.document.base import Document class ChunkingStrategy(ABC): """Base class for chunking strategies""" @abstractmethod def chunk(self, document: Document) -> List[Document]: ...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/chunking/strategy.py", "license": "Apache License 2.0", "lines": 167, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/knowledge/content.py
from dataclasses import dataclass from enum import Enum from typing import Any, Dict, List, Optional, Union from agno.knowledge.reader import Reader from agno.knowledge.remote_content.remote_content import RemoteContent class ContentStatus(str, Enum): """Enumeration of possible content processing statuses.""" ...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/content.py", "license": "Apache License 2.0", "lines": 63, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_simple
agno-agi/agno:libs/agno/agno/knowledge/document/base.py
from dataclasses import dataclass, field from typing import Any, Dict, List, Optional from agno.knowledge.embedder import Embedder @dataclass class Document: """Dataclass for managing a document""" content: str id: Optional[str] = None name: Optional[str] = None meta_data: Dict[str, Any] = field...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/document/base.py", "license": "Apache License 2.0", "lines": 46, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_simple
agno-agi/agno:libs/agno/agno/knowledge/embedder/aws_bedrock.py
import json from dataclasses import dataclass from os import getenv from typing import Any, Dict, List, Literal, Optional, Tuple from agno.exceptions import AgnoError, ModelProviderError from agno.knowledge.embedder.base import Embedder from agno.utils.log import log_error, log_warning try: from boto3 import clie...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/embedder/aws_bedrock.py", "license": "Apache License 2.0", "lines": 485, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/knowledge/embedder/azure_openai.py
from dataclasses import dataclass from os import getenv from typing import Any, Dict, List, Optional, Tuple from typing_extensions import Literal from agno.knowledge.embedder.base import Embedder from agno.utils.log import logger try: from openai import AsyncAzureOpenAI as AsyncAzureOpenAIClient from openai ...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/embedder/azure_openai.py", "license": "Apache License 2.0", "lines": 178, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/knowledge/embedder/base.py
from dataclasses import dataclass from typing import Dict, List, Optional, Tuple @dataclass class Embedder: """Base class for managing embedders""" dimensions: Optional[int] = 1536 enable_batch: bool = False batch_size: int = 100 # Number of texts to process in each API call def get_embedding(s...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/embedder/base.py", "license": "Apache License 2.0", "lines": 16, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_simple
agno-agi/agno:libs/agno/agno/knowledge/embedder/cohere.py
import time from dataclasses import dataclass from typing import Any, Dict, List, Optional, Tuple, Union from agno.knowledge.embedder.base import Embedder from agno.utils.log import log_debug, log_error, log_info, log_warning try: from cohere import AsyncClient as AsyncCohereClient from cohere import Client a...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/embedder/cohere.py", "license": "Apache License 2.0", "lines": 276, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/knowledge/embedder/fastembed.py
from dataclasses import dataclass from typing import Dict, List, Optional, Tuple from agno.knowledge.embedder.base import Embedder from agno.utils.log import logger try: import numpy as np except ImportError: raise ImportError("numpy not installed, use `pip install numpy`") try: from fastembed import T...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/embedder/fastembed.py", "license": "Apache License 2.0", "lines": 50, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_simple
agno-agi/agno:libs/agno/agno/knowledge/embedder/google.py
from dataclasses import dataclass from os import getenv from typing import Any, Dict, List, Optional, Tuple from agno.knowledge.embedder.base import Embedder from agno.utils.log import log_error, log_info, log_warning try: from google import genai from google.genai import Client as GeminiClient from googl...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/embedder/google.py", "license": "Apache License 2.0", "lines": 218, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/knowledge/embedder/huggingface.py
from dataclasses import dataclass from os import getenv from typing import Any, Dict, List, Optional, Tuple from agno.knowledge.embedder.base import Embedder from agno.utils.log import log_error, log_warning try: from huggingface_hub import AsyncInferenceClient, InferenceClient except ImportError: log_error("...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/embedder/huggingface.py", "license": "Apache License 2.0", "lines": 81, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/knowledge/embedder/jina.py
from dataclasses import dataclass from os import getenv from typing import Any, Dict, List, Optional, Tuple from typing_extensions import Literal from agno.knowledge.embedder.base import Embedder from agno.utils.log import logger try: import requests except ImportError: raise ImportError("`requests` not inst...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/embedder/jina.py", "license": "Apache License 2.0", "lines": 155, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/knowledge/embedder/langdb.py
from dataclasses import dataclass from os import getenv from typing import Optional from agno.knowledge.embedder.openai import OpenAIEmbedder @dataclass class LangDBEmbedder(OpenAIEmbedder): id: str = "text-embedding-ada-002" dimensions: int = 1536 api_key: Optional[str] = getenv("LANGDB_API_KEY") pr...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/embedder/langdb.py", "license": "Apache License 2.0", "lines": 17, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_simple
agno-agi/agno:libs/agno/agno/knowledge/embedder/mistral.py
from dataclasses import dataclass from os import getenv from typing import Any, Dict, List, Optional, Tuple from agno.knowledge.embedder.base import Embedder from agno.utils.log import log_error, log_info, log_warning try: from mistralai import Mistral # type: ignore from mistralai.models.embeddingresponse i...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/embedder/mistral.py", "license": "Apache License 2.0", "lines": 177, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/knowledge/embedder/ollama.py
from dataclasses import dataclass from typing import Any, Dict, List, Optional, Tuple from agno.knowledge.embedder.base import Embedder from agno.utils.log import log_error, logger try: import importlib.metadata as metadata from ollama import AsyncClient as AsyncOllamaClient from ollama import Client as ...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/embedder/ollama.py", "license": "Apache License 2.0", "lines": 129, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/knowledge/embedder/openai.py
from dataclasses import dataclass from typing import Any, Dict, List, Optional, Tuple from typing_extensions import Literal from agno.knowledge.embedder.base import Embedder from agno.utils.log import log_info, log_warning try: from openai import AsyncOpenAI from openai import OpenAI as OpenAIClient from...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/embedder/openai.py", "license": "Apache License 2.0", "lines": 174, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/knowledge/embedder/sentence_transformer.py
from dataclasses import dataclass from typing import Dict, List, Optional, Tuple, Union from agno.knowledge.embedder.base import Embedder from agno.utils.log import logger try: from sentence_transformers import SentenceTransformer except ImportError: raise ImportError("`sentence-transformers` not installed, ...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/embedder/sentence_transformer.py", "license": "Apache License 2.0", "lines": 48, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/knowledge/embedder/voyageai.py
from dataclasses import dataclass from typing import Any, Dict, List, Optional, Tuple from agno.knowledge.embedder.base import Embedder from agno.utils.log import logger try: from voyageai import AsyncClient as AsyncVoyageClient from voyageai import Client as VoyageClient from voyageai.object import Embed...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/embedder/voyageai.py", "license": "Apache License 2.0", "lines": 142, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/knowledge/knowledge.py
import asyncio import hashlib import io import time from dataclasses import dataclass from enum import Enum from io import BytesIO from os.path import basename from pathlib import Path from typing import Any, Dict, List, Optional, Set, Tuple, Union, cast, overload from httpx import AsyncClient from agno.db.base impor...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/knowledge.py", "license": "Apache License 2.0", "lines": 2991, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/knowledge/reader/arxiv_reader.py
import asyncio from typing import List, Optional from agno.knowledge.chunking.fixed import FixedSizeChunking from agno.knowledge.chunking.strategy import ChunkingStrategy, ChunkingStrategyType from agno.knowledge.document.base import Document from agno.knowledge.reader.base import Reader from agno.knowledge.types impo...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/reader/arxiv_reader.py", "license": "Apache License 2.0", "lines": 64, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_simple
agno-agi/agno:libs/agno/agno/knowledge/reader/base.py
import asyncio from dataclasses import dataclass, field from typing import Any, List, Optional from agno.knowledge.chunking.fixed import FixedSizeChunking from agno.knowledge.chunking.strategy import ChunkingStrategy, ChunkingStrategyFactory, ChunkingStrategyType from agno.knowledge.document.base import Document from ...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/reader/base.py", "license": "Apache License 2.0", "lines": 82, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/knowledge/reader/csv_reader.py
import asyncio import csv import io from pathlib import Path from typing import IO, Any, List, Optional, Union from uuid import uuid4 try: import aiofiles except ImportError: raise ImportError("`aiofiles` not installed. Please install it with `pip install aiofiles`") from agno.knowledge.chunking.row import Ro...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/reader/csv_reader.py", "license": "Apache License 2.0", "lines": 186, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/knowledge/reader/docx_reader.py
import asyncio from pathlib import Path from typing import IO, Any, List, Optional, Union from uuid import uuid4 from agno.knowledge.chunking.document import DocumentChunking from agno.knowledge.chunking.strategy import ChunkingStrategy, ChunkingStrategyType from agno.knowledge.document.base import Document from agno....
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/reader/docx_reader.py", "license": "Apache License 2.0", "lines": 69, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/knowledge/reader/firecrawl_reader.py
import asyncio from dataclasses import dataclass from typing import Dict, List, Literal, Optional from agno.knowledge.chunking.semantic import SemanticChunking from agno.knowledge.chunking.strategy import ChunkingStrategy, ChunkingStrategyType from agno.knowledge.document.base import Document from agno.knowledge.reade...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/reader/firecrawl_reader.py", "license": "Apache License 2.0", "lines": 163, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/knowledge/reader/json_reader.py
import asyncio import json from pathlib import Path from typing import IO, Any, List, Optional, Union from uuid import uuid4 from agno.knowledge.chunking.fixed import FixedSizeChunking from agno.knowledge.chunking.strategy import ChunkingStrategy, ChunkingStrategyType from agno.knowledge.document.base import Document ...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/reader/json_reader.py", "license": "Apache License 2.0", "lines": 70, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/knowledge/reader/markdown_reader.py
import asyncio import uuid from pathlib import Path from typing import IO, Any, List, Optional, Union from agno.knowledge.chunking.strategy import ChunkingStrategy, ChunkingStrategyType from agno.knowledge.document.base import Document from agno.knowledge.reader.base import Reader from agno.knowledge.types import Cont...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/reader/markdown_reader.py", "license": "Apache License 2.0", "lines": 112, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/knowledge/reader/pdf_reader.py
import asyncio import re from pathlib import Path from typing import IO, Any, List, Optional, Tuple, Union from uuid import uuid4 from agno.knowledge.chunking.document import DocumentChunking from agno.knowledge.chunking.strategy import ChunkingStrategy, ChunkingStrategyType from agno.knowledge.document.base import Do...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/reader/pdf_reader.py", "license": "Apache License 2.0", "lines": 387, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/knowledge/reader/reader_factory.py
import os from typing import Any, Callable, Dict, List, Optional from agno.knowledge.reader.base import Reader class ReaderFactory: """Factory for creating and managing document readers with lazy loading.""" # Cache for instantiated readers _reader_cache: Dict[str, Reader] = {} # Static metadata fo...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/reader/reader_factory.py", "license": "Apache License 2.0", "lines": 382, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/knowledge/reader/s3_reader.py
import asyncio from io import BytesIO from pathlib import Path from typing import List, Optional from agno.knowledge.chunking.fixed import FixedSizeChunking from agno.knowledge.chunking.strategy import ChunkingStrategy, ChunkingStrategyType from agno.knowledge.document.base import Document from agno.knowledge.reader.b...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/reader/s3_reader.py", "license": "Apache License 2.0", "lines": 65, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/knowledge/reader/text_reader.py
import asyncio import uuid from pathlib import Path from typing import IO, Any, List, Optional, Union from agno.knowledge.chunking.fixed import FixedSizeChunking from agno.knowledge.chunking.strategy import ChunkingStrategy, ChunkingStrategyType from agno.knowledge.document.base import Document from agno.knowledge.rea...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/reader/text_reader.py", "license": "Apache License 2.0", "lines": 97, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/knowledge/reader/web_search_reader.py
import asyncio import random import time from dataclasses import dataclass, field from typing import Dict, List, Literal, Optional, Set from urllib.parse import urlparse import httpx from agno.knowledge.chunking.semantic import SemanticChunking from agno.knowledge.chunking.strategy import ChunkingStrategy, ChunkingSt...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/reader/web_search_reader.py", "license": "Apache License 2.0", "lines": 252, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_complex
agno-agi/agno:libs/agno/agno/knowledge/reader/wikipedia_reader.py
import asyncio from typing import List, Optional from agno.knowledge.chunking.fixed import FixedSizeChunking from agno.knowledge.chunking.strategy import ChunkingStrategy, ChunkingStrategyType from agno.knowledge.document import Document from agno.knowledge.reader.base import Reader from agno.knowledge.types import Co...
{ "repo_id": "agno-agi/agno", "file_path": "libs/agno/agno/knowledge/reader/wikipedia_reader.py", "license": "Apache License 2.0", "lines": 77, "canary_id": -1, "canary_value": "", "pii_type": "", "provider": "", "regex_pattern": "", "repetition": -1, "template": "" }
function_simple