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Best Practices for Robust Multi-Step Data Capture (Qualification Flow) with Interruption Handling &

Hey VF community! Building a VF agent to capture Project Type (text) -> Budget (num) -> Timeline (text) sequentially. Need advice on the most robust/current best practices.

Goal: Reliable capture, even with user interruptions/questions.

Issues:

Single AI/Agent Step: Prone to skipping steps or hallucinating (e.g., tries scheduling). Unreliable for guaranteeing all 3 captures.

Multi-Step (Ask -> Capture -> Check Valid): Better structure, but implementation questions:

Asking: Use simple Talk -> Prompt or full Agent/AI step just to ask each question?

Capture Number (Budget): Best practice? Custom entity (Type: Number)? How to reliably save to {var}? (My UI needs a Set step after Capture using {{entityName.value}} - is this the correct standard?)

Capture Text (Project/Timeline): Capture (Entire reply) with direct "Save to..." variable mapping. Is this optimal?

Checking Validity (After Text Capture): Once Project/Timeline text is captured, what's the best way to check if it's a valid answer vs. an interruption/question? Condition (Prompt: YES/NO) or Business Logic?

Handling Interruptions: How to best use KB to answer off-topic questions during a Capture step, then loop back to re-attempt the same capture? Does Talk -> Prompt have KB access for this, or must I use Agent/AI step for the handler?

Final API Q:

To reliably get final variables (like {outcome}) via Dialog API post-conversation, is the standard still: Call /interact first, then immediately GET /state?

Trying to build a production-ready flow that avoids common pitfalls. What's the recommended structure the pros use today?
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# Let your agents search the web 🔎 Hey everyone! We just released the web search tool for the agent step! Your agents can now automatically search the web for information, letting your agent supplement the LLM's knowledge and the data in its knowledge base with live, up-to-date information. Plus.... * You can restrict searches to specific domains, so your agent only searches sites that you own * This is a tool, so you remain in control of when the agent searches the web * Results are automatically summarized in a way that your agent can automatically understand Under the hood, we're using OpenAI's web search API. Give it a try, and let us know what you think! https://docs.voiceflow.com/changelog/native-web-search-tool

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