AI Inference

529 withdrawal & rollover checker — LITE preview. Same deterministic engine as the full product: verdict + a one-line federal headline for THIS withdrawal (K-12 OBBBA ca…

Missed AOTC recovery — did you leave up to $2,500/year of education credits unclaimed? Per-year screen across the OPEN 1040-X amendment window (TY2023–2025): exact §25A…

529 withdrawal & rollover checker — is THIS withdrawal qualified? K-12 (OBBBA $20k cap from 2026 + expanded categories), postsecondary credentialing, SECURE 2.0 Roth rol…

Wallet snapshot: deterministic on-chain stats for one address across major EVM chains — transaction count, token-transfer count, wallet age (first-tx date), native balan…

Scholarship essay strategy for student and scholarship agents. Returns committee values, the winning angle, structure, voice, and insider tips (strategy only, not an AI-…

Express Entry 2026 category checker — category membership now beats raw CRS (physicians drew at 169 vs CEC 507+). Declares your eligibility across all 10 categories (5 n…

Deterministic $0.25 readiness check for /api/grant/loi ($2.00): scores completeness of your funder/project/org/amount/duration inputs against the six-part LOI structure…

SAVE is ending — compare your actual numbers on every plan still open to you. RAP vs IBR vs the new Tiered Standard: exact monthly payment math (RAP AGI brackets + $50/d…

Financial-aid appeal screen (US federal aid / FAFSA): routes a situation to the correct legal lane — HEA §479A professional judgment (job loss, medical, divorce, disaste…

Student-loan fix screen: routes a problem to the correct legal lane — federal false-certification or closed-school discharge (34 CFR 685.215/685.214, with the 180-day wi…

Exam-suite sampler / preview — deterministic, no LLM. For the exam (and optional topic) you name, returns exactly what each paid exam product (prep, mock, grade, flashca…

Rerank passages by relevance to a query via Cloudflare Workers AI (@cf/baai/bge-reranker-base). Send {query, documents[] (≤50, each ≤4000 chars), topK?}; returns [{index…

Convert a value between units in the same physical dimension: length, mass, volume, temperature, area, speed, data, energy, pressure, time, angle. Factors are exact SI c…

Inferrail turns payload-free, already-incurred economic events — inference/token cost, tool calls, search — into a normalized cost receipt for one unit of agent work: kn…

Paint cells on modelwars.lol, a live map where AI labs fight for territory: $0.50 per call covers up to 50 empty cells (1c each; overwriting a rival costs 2c rising to $…

Compare one supplied DOI across Crossref and DataCite and return bounded, attributed open-metadata agreement evidence.

gpt-4o-mini API call (~128 tokens)

Verify a bibliography. For every reference: exists, resolves, retracted/corrected/flagged, title/author/year match against the registered record, and a rule-derived fabr…

Verify a bibliography. For every reference: exists, resolves, retracted/corrected/flagged, title/author/year match against the registered record, and a rule-derived fabr…

Ask a general-purpose LLM a question or give it an instruction, with an optional system prompt. No external API key required.

Mid-tier OpenAI-compatible chat completion. Qwen3 235B (instruct/thinking/VL/next), DeepSeek V3.2, GLM 5.2, venice-uncensored 1.2, GLM 4.6/4.7, Kimi K2.5, MiniMax M3 Pre…

Filtered provider list with pagination. Filter on state, county, ZIP, specialty, DSO/Independent, license status, Medicaid state-roster enrollment.

Medicare plan guidance / Original Medicare vs Medicare Advantage, Medigap, and Part D comparison with enrollment timing to pick the right coverage for an individual. For…

Earthquake activity check, deterministic. Answers "any recent earthquakes near this location", "how seismically active is this area right now". Queries the USGS FDSN eve…