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  • What is Ringside
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  • The customer and spend model
  • Model references and resolution
  • Metering and billing
  • Rate limiting and quotas
  • Idempotency and reliability
  • Prompt caching
  • Retrieval-augmented generation
  • GraphRAG
  • Brains: managed memory
  • Brains and RAG
  • Brain Packs and mounts
  • Sealed RAG and encryption
  • Webhooks and events
  • Batch processing
  • Assistants, threads and runs
How-to guides
  • Create and manage customers
  • Provision accounts for your customers
  • Meter and bill with Stripe
  • Embed a browser chatbot
  • Build RAG over documents
  • Secure RAG for regulated data
  • Add model fallback
  • Enforce structured output
  • Receive and verify webhooks
  • Migrate from OpenAI
  • Add agent memory with Brains
  • Share knowledge across tenants with Packs
Best practices
  • Security
  • Error handling and resilience
  • Cost control
  • Observability
  • Going to production
Reference
  • Error catalog
  • Limits and quotas
  • Model catalog
  • Brains API
  • Brain Packs API
  • Accounts API
  • Regions and data residency
  • Glossary
  • Changelog and versioning
API reference
  • Chat Completions
  • Embeddings
  • Moderations
  • Rerank
  • Conversations
  • Assistants
  • Threads
  • Runs
  • Webhooks
  • Customers
  • Files
  • Batches
  • Client Tokens
  • Vector Stores
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// How-to guides

How-to guides

Task-oriented recipes. Each one starts from a goal and ends with working code.

Create and manage customers

Provision end-users and attribute spend.

Provision accounts for your customers

Create full isolated accounts via API, funded self / grant / voucher / linked.

Meter and bill with Stripe

Turn Ringside usage into Stripe invoices.

Embed a browser chatbot

Call Ringside from the frontend with client tokens.

Build RAG over documents

Ingest files and answer with citations.

Secure RAG for regulated data

BYOK sealed stores end to end.

Add model fallback

Cascade cheap-to-expensive with one array.

Enforce structured output

JSON that always parses, across providers.

Receive and verify webhooks

A signed, replay-safe receiver.

Migrate from OpenAI

Change three lines and keep your SDK.

Add agent memory with Brains

Create a brain, store knowledge, recall and learn automatically.

Share knowledge across tenants with Packs

Publish a base brain as a Pack and mount it under per-tenant brains.

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