Recipes

Patterns we've shipped — now in code.

15 production-tested recipes spanning agents, RAG, governance, and embedded chat. Each one shows the architecture, the package mix, and a starting point you can copy.

Recipe · 6 min read

HR Self-Service Widget

Embed a Studio-powered HR assistant into an employee portal for policy Q&A, leave requests, onboarding help, and document routing.
Client SDKChat · Widget
Recipe · 6 min read

Expense Upload & Approval Widget

Let employees upload receipts, extract fields, and submit expense requests through a Studio-powered finance widget embedded in your product.
Client SDKChat · Widget
Recipe · 8 min read

Mobile Peer Embedded In The App

Run a Studio peer directly inside a mobile app so it can answer users and trigger native app actions such as screen navigation, camera capture, and task execution.
Client SDKChat · Mobile
Recipe · 7 min read

Website Product Advisor Widget

Embed a Studio peer into a public website to qualify visitors, answer pricing questions, and trigger product actions without building a separate bot backend.
Client SDKChat · Widget
Recipe · 8 min read

Quota-Aware LLM Gateway

Run application traffic through Console with project-scoped quotas, model routing, and request-level visibility for cost control.
Console + Console SDKPlatform · Gateway
Recipe · 9 min read

Vector RAG Operations Control Plane

Operate RAG pipelines through Console by combining file ingestion, vector index management, embeddings, and chat retrieval in one control surface.
Console + Console SDKRAG · Platform
Recipe · 10 min read

PromptOps And MCP Tool Gateway

Use Console as the control plane for prompt versioning, secure config storage, and converting OpenAPI specs into MCP and tool endpoints.
Console + Console SDKPlatform · Tools
Recipe · 11 min read

SRE Incident Response Agent

Build an SRE agent that reads Confluence runbooks, ingests them into Console RAG, searches vector knowledge during incidents, and posts Jira updates through tools.
Agent SDK + Console +1Agents · Ops
Recipe · 11 min read

Agent Development With Tracing

Develop custom agents with Agent SDK and feed execution traces into Console so teams can compare runs, inspect tool behavior, and debug workflows faster.
Agent SDK + Console +1Agents · Observability
Recipe · 12 min read

Autonomous AI Agents

Build agents that plan, execute tools, and deliver structured outputs with full deterministic control and observability.
Agent SDK + Agent Server +1Agents · Planning
Recipe · 9 min read

RAG & Semantic Search

Ingest documents, generate embeddings, and query vector stores through a unified gateway for retrieval-augmented generation.
Console + Console SDKRAG · Vectors
Recipe · 8 min read

Customer Support Bot

Deploy conversational AI with streaming responses, human-in-the-loop escalation, guardrails, and tool transparency.
Agent SDK + Agent Server +2Chat · Support
Recipe · 8 min read

AI-Powered Applications

Integrate AI capabilities into existing applications with OpenAI-compatible APIs, provider routing, and type-safe SDKs.
Console + Console SDKApps · Platform
Recipe · 9 min read

Multi-Agent Orchestration

Compose multiple specialised agents that hand off tasks, share context, and collaborate on complex workflows.
Agent SDK + Agent ServerAgents · Orchestration
Recipe · 7 min read

Enterprise AI Governance

Enforce guardrails, track usage, manage projects, and observe all AI operations from a single control plane.
Console + Agent SDKPlatform · Governance