Snorkel AI

aid: snorkel-ai
url: https://raw.githubusercontent.com/api-evangelist/snorkel-ai/refs/heads/main/apis.yml
name: Snorkel AI
kind: company
description: Snorkel AI is a data-development / AI data platform built on the open-source Snorkel weak-supervision library.
  The enterprise Snorkel Flow platform supports programmatic labeling, data curation, model training, and evaluation, and
  is driven programmatically through a Python SDK that targets a per-instance REST API rather than a single public hosted
  endpoint. Snorkel also delivers Expert Data-as-a-Service for frontier-model training and evaluation data.
accessModel:
  pricing: freemium
  onboarding: self-serve
  trial: false
  try_now: true
  public: false
  label: Freemium · Self-serve signup
  confidence: high
  source:
  - plans
  - authentication
  generated: '2026-07-22'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/snorkel-ai.png
tags:
- Artificial Intelligence
- Data Development
- Programmatic Labeling
- Weak Supervision
- Evaluation
- SDK
tags_raw:
- AI
- Data Development
- Programmatic Labeling
- Weak Supervision
- Evaluation
- SDK
created: '2026-06-21'
modified: '2026-06-21'
specificationVersion: '0.23'
apis:
- aid: snorkel-ai:snorkel-flow-sdk-platform
  name: Snorkel Flow SDK / Platform
  tags:
  - SDK
  - Platform
  - Data Development
  image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
  humanURL: https://docs.snorkel.ai/docs/25.3/user-guide/sdk/quick_start
  properties:
  - url: https://docs.snorkel.ai/docs/25.3/user-guide/sdk/
    type: Documentation
  - url: https://docs.snorkel.ai/docs/0.95/sdk/
    type: APIReference
  - url: openapi/_original/snorkel-ai-openapi.yml
    type: OpenAPI
  description: The Snorkel Flow Python SDK (snorkelflow) drives the platform programmatically, connecting to a customer's
    Snorkel Flow instance via SnorkelFlowContext and an API key. The snorkelflow.client module wraps the instance's REST API;
    there is no single public hosted base URL - each deployment exposes its own per-instance endpoint (https://<your-snorkel-hostname>).
    Covers datasets, applications, operators, labeling functions, model training, and evaluation.
- aid: snorkel-ai:programmatic-labeling
  name: Programmatic Labeling
  tags:
  - Programmatic Labeling
  - Labeling Functions
  - Weak Supervision
  image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
  humanURL: https://docs.snorkel.ai/docs/0.95/sdk/
  properties:
  - url: https://docs.snorkel.ai/docs/0.93/user-guide/overview/key-concepts/
    type: Documentation
  - url: https://docs.snorkel.ai/docs/0.95/sdk/
    type: APIReference
  - url: openapi/_original/snorkel-ai-openapi.yml
    type: OpenAPI
  description: SDK surface (snorkelflow.studio, snorkelflow.lfs, snorkelflow.operators, snorkelflow.templates) for authoring
    code-based and template-based labeling functions, transformation and slicing functions, and combining them with a label
    model to programmatically generate training data via weak supervision.
- aid: snorkel-ai:evaluation
  name: Evaluation
  tags:
  - Evaluation
  - Benchmarks
  - Error Analysis
  image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
  humanURL: https://snorkel.ai/
  properties:
  - url: https://docs.snorkel.ai/docs/25.3/user-guide/sdk/
    type: Documentation
  - url: https://docs.snorkel.ai/docs/0.95/sdk/
    type: APIReference
  - url: openapi/_original/snorkel-ai-openapi.yml
    type: OpenAPI
  description: Platform and SDK capabilities for assessing model performance across data splits, running error and slice analysis,
    and building expert-curated benchmarks. Largely delivered in-platform and through the SDK against a customer's Snorkel
    Flow instance rather than a public REST endpoint.
- aid: snorkel-ai:open-source-snorkel-library
  name: Open-Source Snorkel Library
  tags:
  - Open-Source
  - Python Library
  - Weak Supervision
  tags_raw:
  - Open Source
  - Python Library
  - Weak Supervision
  image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
  humanURL: https://github.com/snorkel-team/snorkel
  properties:
  - url: https://www.snorkel.org/
    type: Documentation
  - url: https://snorkel.readthedocs.io/
    type: APIReference
  - url: https://github.com/snorkel-team/snorkel
    type: GitHub
  description: The free, open-source snorkel Python library (Apache-2.0) for programmatically building and managing training
    data with weak supervision - labeling functions, the LabelModel, transformation functions, and slicing functions. Imported
    as a local Python dependency (pip install snorkel); not a hosted network API.
common:
- type: TrustCenter
  url: security/snorkel-ai-trust-center.yml
- type: VulnerabilityDisclosure
  url: security/snorkel-ai-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/snorkel-ai-domain-security.yml
- type: Authentication
  url: authentication/snorkel-ai-authentication.yml
- type: GitHubOrganization
  url: https://github.com/snorkel-team
- type: LinkedIn
  url: https://www.linkedin.com/company/snorkel-ai
- type: Website
  url: https://snorkel.ai
- type: Documentation
  url: https://docs.snorkel.ai
- type: Plans
  url: plans/snorkel-ai-plans-pricing.yml
- type: RateLimits
  url: rate-limits/snorkel-ai-rate-limits.yml
- type: FinOps
  url: finops/snorkel-ai-finops.yml
- url: https://snorkel.ai/feed/
  type: Blog
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com