Production RAG Systems

Customer chatGrounded AI answers sourced from the real catalog.Business intelligencePlain-language answers over real orders and sales.Catalog & ordersImport, manage, and track a real product catalog.Approval-gated actionsEvery real-world action waits for a human yes.Operations & channelsMulti-tenant isolation, billing, notifications, and messaging across the website, Messenger, WhatsApp, Telegram, and Instagram.Explore Anchor end to end

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PlannedPinevon Builders

Production RAG Systems

The engineering side of retrieval: indexing, search, caching, cost control and monitoring for a production assistant.

This event is planned but not scheduled yet. The topics below are a plan and may change.

Planned topics

Search and caching design
Cost and latency budgets
Monitoring answer quality

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Engineers

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Virtual · OnlineDeveloper · Session

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A recurring engineering session where the Pinevon team walks through how a real part of the platform is built and operated.

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Grounded answers, or a real handoff

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Pinevon Assistant

Grounded answers, or a real handoff

Hi, I'm the Pinevon assistant. Ask me about Anchor, how grounding works, or how to get started — if I don't actually know something, I'll say so instead of guessing.

Ask me things like

Talk to our team

Attach an image

Ask the Pinevon assistant

Grounded answers about Anchor, in real time.

Format and location

Virtual · Online

When

Recurring series: next date to be announced

Topic

Developer

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Date
TBA

PlannedPinevon Builders

FastAPI in Production

Running a FastAPI service for real: structure, validation, background work, timeouts, testing and deployment.

Format and location: Virtual · Online
When: Date to be announced
Topic: Developer

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Date
TBA

PlannedPinevon Builders

Observability for AI Apps

What to log, measure and alert on when part of your system is a language model.

Format and location: Virtual · Online
When: Date to be announced
Topic: Developer

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