Intentgine

Conversational Intent‑as‑a‑Service

Turn natural language into structured tool calls — quickly and with context. We learn your tools and correct on mistakes so you don't have to.

Receive 1,000 free requests after signing up

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Why not just call | directly?

Intentgine caches your tools and learns from corrections to deliver fast, accurate intent resolution.

Raw LLM Calls

  • 300-800ms latency
  • Full context sent every time
  • No built-in learning
  • Manual prompt engineering
Recommended

Intentgine

  • Fast cached responses for repeat queries
  • Semantic caching via vector similarity
  • Knows your business context
  • Self-improving memory banks
  • Built-in learning from corrections

How It Works

From natural language to structured tool calls — or conversational responses.

"I need a refund" Classify Intent → label "billing" POST /v1/classify OR Resolve Tool call only create_refund POST /v1/resolve Execute create_refund() Respond Tool + text "Refund initiated!" POST /v1/resolve-respond Execute + Reply create_refund() "Refund initiated!"

Built for production intent resolution

Four powerful features that make intent resolution practical at scale.

Memory Banks

Portable learned context that maps queries to tools. Your AI learns your tools once, then responds instantly forever. Share across apps or keep private.

Self-improving
Use /correct to teach the system when it gets something wrong

Semantic Cache

Identical and near-identical queries resolve from cache. Skip the LLM round-trip for queries you've seen before.

Vector similarity
"cancel subscription" matches "cancel my plan"

Classification

Single and batch text classification. Flat per-request pricing — simple, predictable costs for any volume.

Flexible pricing
1 request per classification

Conversational Responses

Get human-readable responses alongside tool calls. Define personas to control tone — from friendly assistants to game NPCs.

Persona-driven
Cached response templates with param substitution

Ready to turn language into action?

Start with 1,000 free requests. No credit card required.

Simple monthly plans · Scale with one-time packs