Thot.hub

| Domain | Example Thot | Business Value | |--------|--------------|----------------| | | faq-matcher – embeddings + similarity search | Reduce human ticket volume by 30 % | | Content Moderation | toxicity-filter – multilingual toxic‑language classifier | Real‑time compliance with community guidelines | | Financial Forecasting | stock-forecast – time‑series transformer | Faster model iteration, reproducible back‑testing | | Marketing | ad‑copy-generator – GPT‑3.5 prompt bundle with brand‑tone constraints | Generate 5× more ad variants per campaign | | R&D | literature‑summarizer – domain‑specific summarizer using fine‑tuned LLaMA | Cut literature review time from weeks to hours |

Each thot can be via the Hub’s workflow engine to build complex pipelines (e.g., extractor → classifier → post‑processor ). thot.hub

| Service | Responsibility | Tech Stack (default) | |---------|----------------|----------------------| | | Identity, SSO, token issuance | Keycloak (OIDC) | | Policy Engine | Fine‑grained access control | OPA (Rego) | | Registry | Thot manifests, versioning, tags | PostgreSQL + ElasticSearch | | Artifact Store | Binary blobs (model checkpoints, Docker layers) | MinIO (S3‑compatible) | | Scheduler | Dispatches execution requests to spokes | Argo Workflows or K8s Jobs | | Runtime | Isolated execution (Docker or Firecracker) | containerd, kata‑containers | | Telemetry | Metrics, logs, traces | Prometheus, Loki, Tempo | | UI / SDK | User portal, CLI ( thot-cli ), Python/JS SDKs | React, FastAPI, OpenAPI | | Domain | Example Thot | Business Value

Thot Hub: The Digital Sanctuary for Modern Wellness and Holistic Fitness kata‑containers | | Telemetry | Metrics

The SDK automatically validates payloads against the manifest schema and raises a ThotValidationError when the request is malformed.