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onyx
backend/onyx/context/search/federated/models.py
.py
from dataclasses import dataclass from datetime import datetime from typing import TypedDict from pydantic import BaseModel from onyx.onyxbot.slack.models import ChannelType @dataclass(frozen=True) class DirectThreadFetch: """Request to fetch a Slack thread directly by channel and timestamp.""" channel_id:...
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backend/onyx/context/search/federated/slack_search.py
.py
import json import re import time from datetime import datetime from typing import Any, cast from pydantic import BaseModel, ConfigDict, ValidationError from slack_sdk import WebClient from slack_sdk.errors import SlackApiError from sqlalchemy.orm import Session from onyx.configs.app_configs import ( ENABLE_CONTE...
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backend/onyx/context/search/retrieval/search_runner.py
.py
from collections.abc import Callable from uuid import UUID from sqlalchemy.orm import Session from onyx.configs.chat_configs import HYBRID_ALPHA, NUM_RETURNED_HITS from onyx.context.search.enums import QueryType from onyx.context.search.models import ( ChunkIndexRequest, IndexFilters, InferenceChunk, ...
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backend/onyx/feature_flags/feature_flags_keys.py
.py
""" Feature flag keys used throughout the application. Centralizes feature flag key definitions to avoid magic strings. """
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backend/onyx/feature_flags/factory.py
.py
from onyx.configs.app_configs import DEV_MODE from onyx.feature_flags.interface import FeatureFlagProvider, NoOpFeatureFlagProvider from onyx.utils.variable_functionality import ( fetch_versioned_implementation_with_fallback, ) from shared_configs.configs import MULTI_TENANT def get_default_feature_flag_provider(...
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backend/onyx/feature_flags/interface.py
.py
import abc from typing import Any from uuid import UUID from onyx.db.models import User class FeatureFlagProvider(abc.ABC): """ Abstract base class for feature flag providers. Implementations should provide vendor-specific logic for checking whether a feature flag is enabled for a given user. ""...
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backend/onyx/federated_connectors/models.py
.py
from datetime import datetime from typing import Any, Dict, Optional from pydantic import BaseModel, Field class FieldSpec(BaseModel): """Model for describing a field specification.""" type: str = Field( ..., description="The type of the field (e.g., 'str', 'bool', 'list[str]')" ) descriptio...
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backend/onyx/federated_connectors/federated_retrieval.py
.py
from collections import defaultdict from collections.abc import Callable from typing import Any from uuid import UUID from pydantic import BaseModel, ConfigDict from sqlalchemy.orm import Session from onyx.configs.constants import DocumentSource, FederatedConnectorSource from onyx.context.search.models import ChunkIn...
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backend/onyx/federated_connectors/registry.py
.py
"""Registry mapping for federated connector classes.""" from pydantic import BaseModel from onyx.configs.constants import FederatedConnectorSource class FederatedConnectorMapping(BaseModel): module_path: str class_name: str # Mapping of FederatedConnectorSource to connector details for lazy loading FEDERA...
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backend/onyx/federated_connectors/factory.py
.py
"""Factory for creating federated connector instances.""" import importlib from typing import Any, Type from onyx.configs.constants import FederatedConnectorSource from onyx.federated_connectors.interfaces import FederatedConnector from onyx.federated_connectors.registry import FEDERATED_CONNECTOR_CLASS_MAP from onyx...
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backend/onyx/federated_connectors/interfaces.py
.py
from abc import ABC, abstractmethod from typing import Any, Dict from onyx.context.search.models import ChunkIndexRequest, InferenceChunk from onyx.federated_connectors.models import CredentialField, EntityField, OAuthResult from onyx.onyxbot.slack.models import SlackContext class FederatedConnector(ABC): """Bas...
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backend/onyx/federated_connectors/oauth_utils.py
.py
"""Generic OAuth utilities for federated connectors API layer.""" import base64 import json import uuid from typing import Any from onyx.cache.factory import get_cache_backend from onyx.configs.app_configs import WEB_DOMAIN from onyx.utils.logger import setup_logger logger = setup_logger() OAUTH_STATE_PREFIX = "fed...
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backend/onyx/federated_connectors/slack/models.py
.py
from typing import Optional from pydantic import BaseModel, Field, field_validator, model_validator class SlackEntities(BaseModel): """Pydantic model for Slack federated search entities.""" # Channel filtering search_all_channels: bool = Field( default=True, description="Search all acces...
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backend/onyx/federated_connectors/slack/federated_connector.py
.py
from datetime import datetime, timedelta, timezone from typing import Any from urllib.parse import urlencode import requests from pydantic import ValidationError from slack_sdk import WebClient from typing_extensions import override from onyx.context.search.federated.slack_search import slack_retrieval from onyx.cont...
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backend/onyx/external_apps/token_refresh.py
.py
"""Lazy, single-flighted OAuth token refresh, called by the egress gate. The caller passes a tenant-scoped session *factory* (not a session) and ids; everything else — staleness, the Redis lock, the token POST, persistence — lives behind :func:`ensure_fresh_credentials`. Each step takes its own short session, so no co...
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backend/onyx/external_apps/models.py
.py
from pydantic import BaseModel from onyx.db.enums import EndpointPolicy, ExternalAppType class ActionPolicyView(BaseModel): """One action of a built-in app, with its effective policy — the admin's stored override if set, otherwise the action's ``default_policy``.""" action_id: str normalised_name: s...
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backend/onyx/external_apps/token_utils.py
.py
"""Pure, clockless helpers for OAuth token expiry. A leaf module (imports nothing from providers/orchestrator) so callers can use it without an import cycle. """ from datetime import datetime, timedelta from typing import Any from onyx.utils.datetime import datetime_to_utc # Refresh slightly early so no in-flight re...
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backend/onyx/external_apps/credentials.py
.py
from typing import Any from uuid import UUID from sqlalchemy.orm import Session from onyx.db.external_app import ( get_external_app_by_id, get_external_app_user_credential, ) from onyx.db.models import ExternalApp def build_auth_headers( auth_template: dict[str, Any], credentials: dict[str, Any], ) ...
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backend/onyx/external_apps/url_glob.py
.py
import re from functools import lru_cache from pydantic import BaseModel, ConfigDict from onyx.error_handling.error_codes import OnyxErrorCode from onyx.error_handling.exceptions import OnyxError _SCHEME_RE = re.compile(r"^https?://", re.IGNORECASE) @lru_cache(maxsize=1024) def _to_regex(glob: str) -> str: ret...
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backend/onyx/external_apps/matching/rules.py
.py
"""Rule matching as a Strategy: each ``MatchRule`` kind has a matcher object that knows how to test that kind against a request, looked up through a registry. Adding a new rule kind is "write a ``RuleMatcher`` + register it" — the dispatch in ``rule_matches`` never changes (open/closed). """ from abc import ABC, abstr...
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backend/onyx/external_apps/matching/request.py
.py
"""The normalised request the matcher consumes, plus a per-request context that lazily derives and caches the views rule matchers need.""" from functools import cached_property from pydantic import BaseModel from onyx.external_apps.matching.graphql_parsing import parse_invocations class ProxiedRequest(BaseModel): ...
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backend/onyx/external_apps/matching/graphql_parsing.py
.py
"""Turns a GraphQL HTTP body into the ``(operation_type, root_field)`` pairs the matcher reasons about. Isolated behind one function so the GraphQL library is the only thing this module knows about — swapping parsers (or hardening the traversal) never touches the rule-matching layer. """ import json from graphql imp...
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backend/onyx/external_apps/matching/engine.py
.py
"""Composes recognition + policy resolution into a single verdict for an outbound request.""" from collections.abc import Iterable, Mapping from typing import Any from pydantic import BaseModel, ConfigDict, Field, field_validator from sqlalchemy.orm import Session from onyx.db.enums import POLICY_SEVERITY, EndpointP...
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backend/onyx/external_apps/presentation/payload_decoders.py
.py
from __future__ import annotations import base64 import binascii from email import message_from_bytes, policy from email.message import EmailMessage from email.utils import formataddr, getaddresses from typing import Any, Protocol class PayloadDecoder(Protocol): """A single (provider, action) body-decoding strat...
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backend/onyx/external_apps/presentation/decode.py
.py
from typing import Any from onyx.external_apps.presentation.payload_decoders import PayloadDecoder from onyx.external_apps.providers.registry import PROVIDERS from onyx.utils.logger import setup_logger logger = setup_logger() # action_type namespaces its provider, so entries can't collide. _DECODERS: dict[str, Paylo...
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backend/onyx/external_apps/providers/google_base.py
.py
from typing import Any from onyx.db.enums import ExternalAppType from onyx.error_handling.error_codes import OnyxErrorCode from onyx.error_handling.exceptions import OnyxError from onyx.external_apps.providers.actions import EndpointSpec from onyx.external_apps.providers.base import ( AdminDescriptorSpec, OAut...
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backend/onyx/external_apps/providers/google_calendar.py
.py
from onyx.configs.app_configs import ( EXT_APP_GOOGLE_CALENDAR_CLIENT_ID, EXT_APP_GOOGLE_CALENDAR_CLIENT_SECRET, ) from onyx.db.enums import EndpointPolicy, ExternalAppType from onyx.external_apps.providers.actions import ( EndpointSpec, ExternalAppAction, RestRoute, ) from onyx.external_apps.provid...
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backend/onyx/external_apps/providers/slack.py
.py
from typing import Any from onyx.configs.app_configs import ( EXT_APP_SLACK_CLIENT_ID, EXT_APP_SLACK_CLIENT_SECRET, ) from onyx.db.enums import EndpointPolicy, ExternalAppType from onyx.error_handling.error_codes import OnyxErrorCode from onyx.error_handling.exceptions import OnyxError from onyx.external_apps....
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backend/onyx/external_apps/providers/linear.py
.py
from typing import Any from onyx.configs.app_configs import ( EXT_APP_LINEAR_CLIENT_ID, EXT_APP_LINEAR_CLIENT_SECRET, ) from onyx.db.enums import EndpointPolicy, ExternalAppType from onyx.error_handling.error_codes import OnyxErrorCode from onyx.error_handling.exceptions import OnyxError from onyx.external_app...
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backend/onyx/external_apps/providers/hubspot.py
.py
from typing import Any from urllib.parse import quote import requests from onyx.configs.app_configs import ( EXT_APP_HUBSPOT_CLIENT_ID, EXT_APP_HUBSPOT_CLIENT_SECRET, ) from onyx.db.enums import EndpointPolicy, ExternalAppType from onyx.error_handling.error_codes import OnyxErrorCode from onyx.error_handling....
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backend/onyx/external_apps/providers/registry.py
.py
from onyx.db.enums import EndpointPolicy, ExternalAppType from onyx.db.models import ExternalApp from onyx.error_handling.error_codes import OnyxErrorCode from onyx.error_handling.exceptions import OnyxError from onyx.external_apps.models import ( ActionPolicyView, BuiltInExternalAppDescriptor, EndpointDesc...
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onyx
backend/onyx/external_apps/providers/notion.py
.py
import base64 from typing import Any from onyx.configs.app_configs import ( EXT_APP_NOTION_CLIENT_ID, EXT_APP_NOTION_CLIENT_SECRET, ) from onyx.db.enums import EndpointPolicy, ExternalAppType from onyx.error_handling.error_codes import OnyxErrorCode from onyx.error_handling.exceptions import OnyxError from ony...
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backend/onyx/external_apps/providers/google_drive.py
.py
from onyx.configs.app_configs import ( EXT_APP_GOOGLE_DRIVE_CLIENT_ID, EXT_APP_GOOGLE_DRIVE_CLIENT_SECRET, ) from onyx.db.enums import EndpointPolicy, ExternalAppType from onyx.external_apps.providers.actions import ( EndpointSpec, ExternalAppAction, RestRoute, ) from onyx.external_apps.providers.ba...
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onyx
backend/onyx/external_apps/providers/base.py
.py
from abc import ABC, abstractmethod from collections.abc import Mapping from typing import Any, ClassVar import requests from pydantic import BaseModel, ConfigDict from onyx.db.enums import ExternalAppType from onyx.external_apps.presentation.payload_decoders import PayloadDecoder from onyx.external_apps.providers.ac...
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backend/onyx/external_apps/providers/github.py
.py
from typing import Any import requests from onyx.configs.app_configs import ( EXT_APP_GITHUB_CLIENT_ID, EXT_APP_GITHUB_CLIENT_SECRET, ) from onyx.db.enums import EndpointPolicy, ExternalAppType from onyx.error_handling.error_codes import OnyxErrorCode from onyx.error_handling.exceptions import OnyxError from ...
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backend/onyx/external_apps/providers/gmail.py
.py
from collections.abc import Mapping from onyx.configs.app_configs import ( EXT_APP_GMAIL_CLIENT_ID, EXT_APP_GMAIL_CLIENT_SECRET, ) from onyx.db.enums import EndpointPolicy, ExternalAppType from onyx.external_apps.presentation.payload_decoders import ( GmailRawMimeDecoder, PayloadDecoder, ) from onyx.ex...
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backend/onyx/external_apps/providers/actions.py
.py
from enum import Enum from typing import Annotated, Literal from pydantic import BaseModel, ConfigDict, Field, InstanceOf, field_validator from onyx.db.enums import EndpointPolicy class ExternalAppAction(str, Enum): """Marker base for every built-in provider's action-id enum. Deliberately member-less so ea...
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onyx
backend/onyx/prompts/prompt_template.py
.py
import re from onyx.prompts.prompt_utils import replace_current_datetime_tag class PromptTemplate: """ A class for building prompt templates with placeholders. Useful when building templates with json schemas, as {} will not work with f-strings. Unlike string.replace, this class will raise an error i...
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backend/onyx/prompts/prompt_utils.py
.py
import re from datetime import datetime from typing import cast from langchain_core.messages import BaseMessage from onyx.auth.login_claims_capture import IDP_PLACEHOLDER_KEYS from onyx.configs.constants import DocumentSource from onyx.prompts.chat_prompts import ( ADDITIONAL_INFO, CITATION_GUIDANCE_REPLACEME...
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backend/onyx/prompts/compression_prompts.py
.py
# Prompts for chat history compression via summarization. # ruff: noqa: E501, W605 start # Cutoff marker helps the LLM focus on summarizing only messages before this point. # This improves "needle in haystack" accuracy by explicitly marking where to stop with an exact pattern which is also placed in locations easily a...
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backend/onyx/prompts/chat_tools.py
.py
# These prompts are to support tool calling. Currently not used in the main flow or via any configs # The current generation of LLM is too unreliable for this task. # Onyx retrieval call as a tool option DANSWER_TOOL_NAME = "Current Search" DANSWER_TOOL_DESCRIPTION = "A search tool that can find information on any topi...
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backend/onyx/prompts/user_info.py
.py
# ruff: noqa: E501, W605 start USER_INFORMATION_HEADER = "\n# User Information\n\n" BASIC_INFORMATION_PROMPT = """ ## Basic Information User name: {user_name} User email: {user_email}{user_role} """.lstrip() # This line only shows up if the user has configured their role. USER_ROLE_PROMPT = """ User role: {user_role}...
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backend/onyx/prompts/image_analysis.py
.py
# Used for creating embeddings of images for vector search DEFAULT_IMAGE_SUMMARIZATION_SYSTEM_PROMPT = """ You are an assistant for summarizing images for retrieval. Summarize the content of the following image and be as precise as possible. The summary will be embedded and used to retrieve the original image. Therefor...
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backend/onyx/prompts/tool_prompts.py
.py
# ruff: noqa: E501, W605 start # If there are any tools, this section is included, the sections below are for the available tools TOOL_SECTION_HEADER = "\n# Tools\n\n" # This section is included if there are search type tools, currently internal_search and web_search TOOL_DESCRIPTION_SEARCH_GUIDANCE = """ For questio...
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backend/onyx/prompts/contextual_retrieval.py
.py
# NOTE: the prompt separation is partially done for efficiency; previously I tried # to do it all in one prompt with sequential format() calls but this will cause a backend # error when the document contains any {} as python will expect the {} to be filled by # format() arguments # ruff: noqa: E501, W605 start CONTEXT...
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backend/onyx/prompts/search_prompts.py
.py
# How it works and rationale: # First - this works best empirically across multiple LLMs, some of this is back-explaining reasons based on results. # # The system prompt is kept simple and as similar to typical system prompts as possible to stay within training distribution. # The history is passed through as a list of...
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backend/onyx/prompts/constants.py
.py
# ruff: noqa: E501, W605 start CODE_BLOCK_PAT = "```\n{}\n```" TRIPLE_BACKTICK = "```" SYSTEM_REMINDER_TAG_OPEN = "<system-reminder>" SYSTEM_REMINDER_TAG_CLOSE = "</system-reminder>" # Tags format inspired by Anthropic and OpenCode REMINDER_TAG_NO_HEADER = f""" User messages may include {SYSTEM_REMINDER_TAG_OPEN} and ...
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backend/onyx/prompts/federated_search.py
.py
from onyx.configs.app_configs import MAX_SLACK_QUERY_EXPANSIONS SLACK_QUERY_EXPANSION_PROMPT = f""" Rewrite the user's query into at most {MAX_SLACK_QUERY_EXPANSIONS} keyword-only queries for Slack's keyword search. Slack search behavior: - Pure keyword AND search (no semantics) - More words = fewer matches, so keep ...
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backend/onyx/prompts/kg_prompts.py
.py
# Standards SEPARATOR_LINE = "-------" SEPARATOR_LINE_LONG = "---------------" NO_EXTRACTION = "No extraction of knowledge graph objects was feasible." YES = "yes" NO = "no" # Framing/Support/Template Prompts ENTITY_TYPE_SETTING_PROMPT = f""" {SEPARATOR_LINE} {{entity_types}} {SEPARATOR_LINE} """.strip() RELATIONSHIP...
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backend/onyx/prompts/basic_memory.py
.py
# ruff: noqa: E501, W605 start # Note that the user_basic_information is only included if we have at least 1 of the following: user_name, user_email, user_role # This is included because sometimes we need to know the user's name or basic info to best generate the memory. FULL_MEMORY_UPDATE_PROMPT = """ You are a memor...
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backend/onyx/prompts/filter_extration.py
.py
# The following prompts are used for extracting filters to apply along with the query in the # document index. For example, a filter for dates or a filter by source type such as GitHub # or Slack SOURCES_KEY = "sources" # Used in source_filter.py: decide which connected source(s) an internal search # cycle should cove...
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backend/onyx/prompts/chat_prompts.py
.py
# ruff: noqa: E501, W605 start from onyx.prompts.constants import REMINDER_TAG_NO_HEADER DATETIME_REPLACEMENT_PAT = "{{CURRENT_DATETIME}}" CITATION_GUIDANCE_REPLACEMENT_PAT = "{{CITATION_GUIDANCE}}" REMINDER_TAG_REPLACEMENT_PAT = "{{REMINDER_TAG_DESCRIPTION}}" # Note this uses a string pattern replacement so the us...
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backend/onyx/prompts/deep_research/research_agent.py
.py
from onyx.prompts.deep_research.dr_tool_prompts import ( GENERATE_REPORT_TOOL_NAME, THINK_TOOL_NAME, ) MAX_RESEARCH_CYCLES = 8 # ruff: noqa: E501, W605 start RESEARCH_AGENT_PROMPT = f""" You are a highly capable, thoughtful, and precise research agent that conducts research on a specific topic. Prefer being t...
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backend/onyx/prompts/deep_research/dr_tool_prompts.py
.py
GENERATE_PLAN_TOOL_NAME = "generate_plan" GENERATE_REPORT_TOOL_NAME = "generate_report" RESEARCH_AGENT_TOOL_NAME = "research_agent" # This is to ensure that even the non-reasoning models can have an ok time with this more complex flow. THINK_TOOL_NAME = "think_tool" # ruff: noqa: E501, W605 start # Hard for th...
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backend/onyx/prompts/deep_research/orchestration_layer.py
.py
from onyx.prompts.deep_research.dr_tool_prompts import ( GENERATE_PLAN_TOOL_NAME, GENERATE_REPORT_TOOL_NAME, RESEARCH_AGENT_TOOL_NAME, THINK_TOOL_NAME, ) # ruff: noqa: E501, W605 start CLARIFICATION_PROMPT = f""" You are a clarification agent that runs prior to deep research. Assess whether you need to...
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backend/onyx/prompts/coding_agent/coding_agent.py
.py
from onyx.coding_agent.mock_tools import BASH_TOOL_NAME, GENERATE_ANSWER_TOOL_NAME from onyx.deep_research.dr_mock_tools import THINK_TOOL_NAME MAX_CODING_AGENT_CYCLES = 20 # ruff: noqa: E501, W605 start CODING_AGENT_PROMPT = f""" You are a careful, precise code investigator. Your job is to answer questions about a s...
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backend/onyx/auth/oidc_client.py
.py
"""Hardened OIDC client for multi-IdP SSO. Two guarantees on top of the stock client: the email claim is trusted only when the IdP marks it verified, and the discovery document's issuer must own the configured discovery URL, so one provider's tokens cannot be replayed against another provider's callback (OIDC mix-up de...
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backend/onyx/auth/anonymous_user.py
.py
from collections.abc import Mapping from typing import Any, cast from onyx.auth.schemas import UserRole from onyx.configs.constants import ( ANONYMOUS_USER_EMAIL, ANONYMOUS_USER_INFO_ID, KV_ANONYMOUS_USER_PERSONALIZATION_KEY, KV_ANONYMOUS_USER_PREFERENCES_KEY, ) from onyx.key_value_store.store import K...
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backend/onyx/auth/pkce.py
.py
"""PKCE (RFC 7636) S256 transform for the mobile SSO bridge. Used by the mobile SSO code store to verify the app's ``code_verifier``. The web OAuth flow computes the same transform independently in ``users.generate_pkce_pair``; a test pins that the two agree so they can't drift. """ import base64 import hashlib def...
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backend/onyx/auth/utils.py
.py
"""Shared authentication utilities for bearer token extraction and validation.""" from collections.abc import Callable from urllib.parse import unquote from fastapi import Request from onyx.auth.constants import ( API_KEY_HEADER_ALTERNATIVE_NAME, API_KEY_HEADER_NAME, API_KEY_PREFIX, BEARER_PREFIX, ...
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backend/onyx/auth/jwt.py
.py
import json from enum import Enum from functools import lru_cache from typing import Any, cast import jwt import requests from cryptography.hazmat.primitives.asymmetric.rsa import RSAPublicKey from jwt import InvalidTokenError, PyJWTError from jwt import decode as jwt_decode from jwt.algorithms import RSAAlgorithm # ...
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backend/onyx/auth/sso_tenant_token.py
.py
"""Signed workspace pin for an in-flight cloud SSO login. Cloud serves every workspace from one domain, so the SSO login routes have no tenant until the user identifies themselves. Discovery resolves the workspace from the catalog and returns this token. The authorize call presents it to select the schema holding the ...
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backend/onyx/auth/invited_users.py
.py
from typing import cast from onyx.configs.constants import KV_PENDING_USERS_KEY, KV_USER_STORE_KEY from onyx.key_value_store.factory import get_kv_store from onyx.key_value_store.interface import KvKeyNotFoundError from onyx.utils.special_types import JSON_ro def remove_user_from_invited_users(email: str) -> int: ...
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backend/onyx/auth/captcha.py
.py
"""Captcha verification for user registration. Two flows share this module: 1. Email/password signup — ``UserManager.create`` verifies the token posted with the signup body. 2. Google OAuth signup — the frontend pre-verifies a token, the backend sets a signed cookie, and ``CaptchaCookieMiddleware`` checks the ...
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backend/onyx/auth/email_utils.py
.py
import base64 import smtplib from datetime import datetime from email.mime.image import MIMEImage from email.mime.multipart import MIMEMultipart from email.mime.text import MIMEText from email.utils import formatdate, make_msgid import sendgrid from sendgrid.helpers.mail import ( Attachment, Content, Conte...
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backend/onyx/auth/users.py
.py
import base64 import hashlib import os import random import secrets import string import uuid from collections.abc import AsyncGenerator, Sequence from contextlib import asynccontextmanager from datetime import datetime, timedelta, timezone from functools import partial from typing import Any, Dict, List, Literal, Opti...
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backend/onyx/auth/api_key.py
.py
import hashlib import secrets import uuid from urllib.parse import quote from fastapi import Request from passlib.hash import sha256_crypt from pydantic import BaseModel from onyx.auth.constants import ( API_KEY_LENGTH, API_KEY_PREFIX, DEPRECATED_API_KEY_PREFIX, ) from onyx.auth.schemas import UserRole fr...
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backend/onyx/auth/session_tokens.py
.py
"""Redis session-token value format and rejection classification. Token values embed their logical expiry; the physical TTL adds a grace window and logout writes a tombstone instead of deleting, so a rejected token can be classified: EXPIRED (embedded expiry passed), TERMINATED (tombstone), NOT_FOUND (no entry: cookie...
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backend/onyx/auth/sso_web_error.py
.py
"""Render SSO callback failures for browsers and drop the flow's PKCE cookie. Non-legacy OIDC provider rows and all SAML callbacks terminate directly in FastAPI (no Next.js wrapper), so an ``OnyxError`` from those handlers would reach the browser as raw JSON. This decorator converts it into a redirect to the ``/auth/e...
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backend/onyx/auth/constants.py
.py
"""Authentication constants shared across auth modules.""" # API Key constants API_KEY_PREFIX = "on_" DEPRECATED_API_KEY_PREFIX = "dn_" API_KEY_LENGTH = 192 # PAT constants PAT_PREFIX = "onyx_pat_" PAT_LENGTH = 192 # Shared header constants API_KEY_HEADER_NAME = "Authorization" API_KEY_HEADER_ALTERNATIVE_NAME = "X-O...
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backend/onyx/auth/sso_url_guard.py
.py
"""Stop a tenant admin from aiming the OIDC discovery URL, or the endpoints it names, at an address the server should not fetch.""" from urllib.parse import urlsplit from onyx.server.security.models import outbound_ssrf_params from onyx.server.security.store import get_security_settings from onyx.utils.url import SSR...
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backend/onyx/auth/pat.py
.py
"""Personal Access Token generation and validation.""" import hashlib import secrets from datetime import datetime, timedelta, timezone from urllib.parse import quote from fastapi import Request from onyx.auth.constants import PAT_LENGTH, PAT_PREFIX from onyx.auth.utils import get_hashed_bearer_token_from_request fr...
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backend/onyx/auth/oauth_refresher.py
.py
import asyncio import os import time import uuid from dataclasses import dataclass, field from datetime import datetime, timezone from typing import Any, Dict, List, Optional, cast import httpx from fastapi.concurrency import run_in_threadpool from fastapi_users.manager import BaseUserManager from sqlalchemy.ext.async...
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backend/onyx/auth/permissions.py
.py
""" Permission resolution for group-based authorization. Granted permissions are stored as a JSONB column on the User table and loaded for free with every auth query. Implied permissions are expanded at read time — only directly granted permissions are persisted. """ from collections.abc import Callable, Coroutine fr...
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backend/onyx/auth/schemas.py
.py
import uuid from enum import Enum from typing import Any from fastapi_users import schemas from typing_extensions import override from onyx.db.enums import AccountType class UserRole(str, Enum): """ User roles - Basic can't perform any admin actions - Admin can perform all admin actions - Curato...
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backend/onyx/auth/signup_rate_limit.py
.py
"""Per-IP rate limit on email/password signup.""" import time from fastapi import Request from onyx.configs.app_configs import SIGNUP_RATE_LIMIT_ENABLED from onyx.error_handling.error_codes import OnyxErrorCode from onyx.error_handling.exceptions import OnyxError from onyx.redis.redis_pool import get_async_redis_con...
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backend/onyx/auth/oauth_token_manager.py
.py
import time from typing import Any from urllib.parse import parse_qsl, urlencode, urlparse, urlunparse from uuid import UUID import requests from pydantic import BaseModel from sqlalchemy.orm import Session from onyx.db.models import OAuthConfig, OAuthUserToken from onyx.db.oauth_config import get_user_oauth_token, u...
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backend/onyx/auth/login_claims_capture.py
.py
"""Capture the identity attributes an IdP sends at login and derive a directory profile from them, independent of login protocol. Both protocols feed this module: OAuth/OIDC logins contribute id_token and userinfo claims (plus the Microsoft Graph profile for Entra ID), and SAML logins contribute assertion attributes. ...
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backend/onyx/auth/disposable_email_validator.py
.py
""" Utility to validate and block disposable/temporary email addresses. This module fetches a list of known disposable email domains from a remote source and caches them for performance. It's used during user registration to prevent abuse from temporary email services. """ import threading import time from typing imp...
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backend/onyx/auth/mobile_sso/__init__.py
.py
"""Mobile SSO bridge. Backend support for native-mobile (Expo / React Native) OAuth/SSO login. The app runs the OAuth dance in the system browser (reusing the existing, already registered IdP callback) and the backend returns a single-use, PKCE-bound one-time code over a custom-scheme deep link — never a token. The ap...
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backend/onyx/auth/mobile_sso/tokens.py
.py
"""Token-issuance seam for mobile auth. A single indirection point for minting the credential a native client receives. Today it mints the SAME session token the web cookie flow uses (via the active strategy's ``write_token``) — server-revocable under the redis/postgres backends, a self-contained non-revocable JWT und...
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backend/onyx/auth/mobile_sso/sso_completion.py
.py
"""Shared SSO completion for native mobile clients. Every OAuth/SSO provider callback (Google today; OIDC / SAML / Apple later) funnels through ``complete_mobile_sso`` once the signed state carries the mobile marker. It mints the session token, stashes it behind a single-use PKCE-bound code, and 302-redirects to the a...
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backend/onyx/auth/mobile_sso/code_store.py
.py
"""One-time, PKCE-bound SSO code store (Redis). The mobile SSO bridge never puts a session token on the (interceptable) custom-scheme deep link. Instead the backend stores the freshly minted token in Redis under a short-lived, single-use code bound to an app-supplied PKCE challenge, and hands the deep link only that o...
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backend/onyx/mcp_server/utils.py
.py
"""Utility helpers for the Onyx MCP server.""" from __future__ import annotations import httpx from fastmcp.server.auth.auth import AccessToken from fastmcp.server.dependencies import get_access_token from pydantic import BaseModel, TypeAdapter from onyx.utils.logger import setup_logger from onyx.utils.variable_func...
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backend/onyx/mcp_server/auth.py
.py
"""Authentication helpers for the Onyx MCP server.""" from typing import Optional from fastmcp.server.auth.auth import AccessToken, TokenVerifier from onyx.mcp_server.utils import get_http_client from onyx.server.metrics.mcp_server import MCPAuthResult, record_mcp_auth_result from onyx.utils.logger import setup_logg...
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backend/onyx/mcp_server/api.py
.py
"""MCP server with FastAPI wrapper.""" from collections.abc import AsyncGenerator from contextlib import asynccontextmanager from fastapi import FastAPI, Request from fastapi.middleware.cors import CORSMiddleware from fastapi.responses import JSONResponse, Response from fastmcp import FastMCP from starlette.datastruc...
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backend/onyx/mcp_server/tools/__init__.py
.py
"""Tool registrations for the Onyx MCP server.""" # Import tool modules so decorators execute when the package is imported. from onyx.mcp_server.tools import search # noqa: F401
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backend/onyx/mcp_server/tools/search.py
.py
"""Search tools for MCP server - document and web search.""" import time from datetime import datetime from typing import Any import httpx from fastmcp.server.auth.auth import AccessToken from pydantic import BaseModel, TypeAdapter, ValidationError from onyx.configs.constants import DocumentSource from onyx.mcp_serv...
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backend/onyx/mcp_server/resources/indexed_sources.py
.py
"""Resources that expose metadata for the Onyx MCP server.""" from __future__ import annotations import json from onyx.mcp_server.api import mcp_server from onyx.mcp_server.utils import get_indexed_sources, require_access_token from onyx.utils.logger import setup_logger logger = setup_logger() @mcp_server.resourc...
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backend/onyx/mcp_server/resources/__init__.py
.py
"""Resource registrations for the Onyx MCP server.""" # Import resource modules so decorators execute when the package loads. from onyx.mcp_server.resources import ( document_sets, # noqa: F401 indexed_sources, # noqa: F401 )
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backend/onyx/mcp_server/resources/document_sets.py
.py
"""Resource exposing document sets available to the current user.""" from __future__ import annotations import json from onyx.mcp_server.api import mcp_server from onyx.mcp_server.utils import get_accessible_document_sets, require_access_token from onyx.utils.logger import setup_logger logger = setup_logger() @mc...
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backend/onyx/natural_language_processing/search_nlp_models.py
.py
import asyncio import json import os import threading import time from collections.abc import Callable from concurrent.futures import ThreadPoolExecutor, as_completed from functools import wraps from types import TracebackType from typing import Any, cast import aioboto3 import httpx import requests import voyageai fr...
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backend/onyx/natural_language_processing/query_embedding_cache.py
.py
"""Tenant-scoped Redis/Postgres cache for query embeddings. Sits in front of ``EmbeddingModel.encode`` for ``EmbedTextType.QUERY`` calls. A cache hit avoids a network round-trip to the embedding provider. Tenancy is handled by ``TenantRedis`` automatically prefixing every key with the current tenant id, so two tenant...
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backend/onyx/natural_language_processing/utils.py
.py
import os from abc import ABC, abstractmethod from copy import copy from tokenizers import Encoding, Tokenizer from onyx.configs.model_configs import DOCUMENT_ENCODER_MODEL from onyx.context.search.models import InferenceChunk from onyx.utils.logger import setup_logger from shared_configs.configs import DOC_EMBEDDING...
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backend/onyx/natural_language_processing/english_stopwords.py
.py
import re ENGLISH_STOPWORDS = [ "a", "about", "above", "after", "again", "against", "ain", "all", "am", "an", "and", "any", "are", "aren", "aren't", "as", "at", "be", "because", "been", "before", "being", "below", "between"...
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backend/onyx/natural_language_processing/exceptions.py
.py
class ModelServerRateLimitError(Exception): """ Exception raised for rate limiting errors from the model server. """ class CohereBillingLimitError(Exception): """ Raised when Cohere rejects requests because the billing cap is reached. """
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backend/onyx/natural_language_processing/constants.py
.py
""" Constants for natural language processing, including embedding and reranking models. This file contains constants moved from model_server to support the gradual migration of API-based calls to bypass the model server. """ from shared_configs.enums import EmbeddingProvider, EmbedTextType # Default model names for...
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backend/onyx/voice/factory.py
.py
from onyx.db.models import VoiceProvider from onyx.voice.interface import VoiceProviderInterface def get_voice_provider(provider: VoiceProvider) -> VoiceProviderInterface: """ Factory function to get the appropriate voice provider implementation. Args: provider: VoiceProvider model instance (can ...
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backend/onyx/voice/interface.py
.py
from abc import ABC, abstractmethod from collections.abc import AsyncIterator from typing import Protocol from pydantic import BaseModel class TranscriptResult(BaseModel): """Result from streaming transcription.""" text: str """The accumulated transcript text.""" is_vad_end: bool = False """Tru...
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backend/onyx/voice/providers/openai.py
.py
"""OpenAI voice provider for STT and TTS. - STT chunked: `/v1/audio/transcriptions` with the provider's `stt_model`. - STT streaming: GA Realtime WS, always `gpt-realtime-whisper`. No server-side VAD on this model, so `close()` sends an explicit `input_audio_buffer.commit`. - TTS: HTTP streaming, tts-1 / tts-1-hd. "...
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