FLARE / Active RAG

Great for complex customer inquiries — starts answering then looks up specific details as needed.

What FLARE/Active RAG Means for Your Business

FLARE/Active RAG is great for complex customer inquiries — starts answering then looks up specific details as needed.

The Progressive AI That Grows Smarter During Conversations

How It Works

Instead of waiting for a complete question, FLARE starts responding immediately and actively searches for additional information as the conversation progresses.

  • • Begins answering immediately
  • • Identifies information gaps
  • • Actively searches mid-conversation
  • • Refines responses with new data
  • • Maintains conversation flow

Real Business Example

CRM Software Sales:

Customer asks "Can your CRM integrate with Slack and track email opens?" AI starts with general CRM features, realizes it needs specifics, then searches integration docs mid-response.

Result: Faster, more engaging customer interactions that feel natural while providing comprehensive, accurate information.

Bottom Line: FLARE/Active RAG is perfect for complex sales conversations, technical support, and any business scenario where you want to start helping customers immediately while gathering the most relevant information.

Uncertainty detection
Use log‑probabilities or self‑reports to decide when to retrieve.
On‑the‑fly search
Query the vector index mid‑generation and inject top citations.
Stateful context
Preserve conversation state while swapping in new evidence.
Cost control
Cap retrieval rounds and token budgets per response.

Ground long answers without over‑fetching

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