AI Compute

27-tool AI compute agent — LLM inference, image generation, video generation, text-to-speech, speech-to-text, embeddings, GPU inference, Bittensor decentralized AI, on-chain AI analytics, and prepaid compute futures via x402.

27 endpoints for managed AI compute — LLM text inference across 11 models, image generation (FLUX, SDXL), video generation, TTS, STT, embeddings, GPU inference via Replicate, decentralized AI via Bittensor, on-chain intelligence, and prepaid compute credits. Each call is a real x402 micropayment ($0.001–$0.50 USDC).

How to call endpoints

bash {baseDir}/scripts/compute.sh METHOD ENDPOINT '{"key":"value"}'

Workflow strategies

Content generation pipeline — use text-inference for copy, image-generation for visuals, text-to-speech to narrate, video-generation for clips. Chain them together for full multimedia output.

RAG / knowledge apps — use embeddings to vectorize documents, then text-inference to answer questions against them. Pair with the deep-research-x402 skill for source retrieval.

Audio transcription — use speech-to-text to transcribe, then text-inference to summarize or extract action items.

On-chain intelligence — use classify-address to profile wallets, classify-tx to categorize transactions, explain-contract to audit smart contracts, summarize for intelligence briefings.

Cost optimization — use compute-futures to prepay credits at a discount, then execute jobs against the balance. Check pricing tiers before large workloads.

Decentralized AI — Bittensor endpoints route inference through the decentralized Bittensor network instead of centralized providers.

Available endpoints (27 tools)

Managed Compute (8 endpoints)

Text Inference — $0.003–$0.10 LLM text inference across 11 models. Supports system prompts, temperature, and max tokens.

bash {baseDir}/scripts/compute.sh POST /api/v1/compute/text-inference '{"model":"llama-3.1-8b","prompt":"Explain zero knowledge proofs simply","max_tokens":500}'

Image Generation — $0.02–$0.08 AI image generation via FLUX and SDXL models.

bash {baseDir}/scripts/compute.sh POST /api/v1/compute/image-generation '{"prompt":"futuristic city skyline at sunset, cyberpunk style","model":"flux"}'

Video Generation — $0.40–$0.50 AI video generation from text prompts.

bash {baseDir}/scripts/compute.sh POST /api/v1/compute/video-generation '{"prompt":"a drone flying over mountain landscape","duration":5}'

Text to Speech — $0.03–$0.05 Convert text to natural speech audio.

bash {baseDir}/scripts/compute.sh POST /api/v1/compute/text-to-speech '{"text":"Welcome to the future of AI compute.","voice":"alloy"}'

Speech to Text — $0.02 Transcribe audio to text.

bash {baseDir}/scripts/compute.sh POST /api/v1/compute/speech-to-text '{"audio_url":"https://example.com/audio.mp3"}'

Embeddings — $0.005 Generate text embeddings for RAG, search, and similarity.

bash {baseDir}/scripts/compute.sh POST /api/v1/compute/embeddings '{"text":"zero knowledge proofs for blockchain scalability"}'

Batch Compute — $0.05 Submit up to 50 compute jobs in one call with 10% discount.

bash {baseDir}/scripts/compute.sh POST /api/v1/compute/batch '{"jobs":[{"type":"text-inference","prompt":"Summarize DeFi"},{"type":"embeddings","text":"DeFi protocols"}]}'

Job Status — $0.001 Poll the status of an async compute job.

bash {baseDir}/scripts/compute.sh GET /api/v1/compute/status/:jobId '{}'

GPU Inference (3 endpoints)

GPU Run — $0.06 Run GPU inference via Replicate. Supports any public Replicate model.

bash {baseDir}/scripts/compute.sh POST /api/v1/gpu/run '{"model":"stability-ai/sdxl","input":{"prompt":"astronaut riding a horse"}}'

GPU Status — $0.005 Poll GPU prediction status.

bash {baseDir}/scripts/compute.sh GET /api/v1/gpu/status/:id '{}'

GPU Models — FREE List available GPU model shortcuts.

bash {baseDir}/scripts/compute.sh GET /api/v1/gpu/models '{}'

AI Chat (2 endpoints)

Chat Completions — $0.04 OpenAI-compatible chat completions endpoint. Multi-turn conversations.

bash {baseDir}/scripts/compute.sh POST /api/v1/chat/completions '{"messages":[{"role":"user","content":"What is restaking?"}]}'

Available Models — $0.001 List available AI models and their capabilities.

bash {baseDir}/scripts/compute.sh GET /api/v1/models '{}'

On-Chain AI Intelligence (4 endpoints)

Classify Address — $0.03 AI-powered wallet classification — identify wallet type, risk level, and activity patterns.

bash {baseDir}/scripts/compute.sh POST /api/v1/inference/classify-address '{"address":"0xd8dA6BF26964aF9D7eEd9e03E53415D37aA96045"}'

Classify Transaction — $0.03 AI-powered transaction classification — categorize tx type, parties, and risk.

bash {baseDir}/scripts/compute.sh POST /api/v1/inference/classify-tx '{"txHash":"0x..."}'

Explain Contract — $0.03 AI-powered smart contract explanation — what the contract does in plain English.

bash {baseDir}/scripts/compute.sh POST /api/v1/inference/explain-contract '{"address":"0xA0b86991c6218b36c1d19D4a2e9Eb0cE3606eB48"}'

Intelligence Briefing — $0.03 AI-generated intelligence briefing on a topic, address, or protocol.

bash {baseDir}/scripts/compute.sh POST /api/v1/inference/summarize '{"topic":"Lido staking protocol"}'

Bittensor Decentralized AI (4 endpoints)

Bittensor Chat — $0.03 Chat completions routed through the decentralized Bittensor network.

bash {baseDir}/scripts/compute.sh POST /bittensor/v1/chat/completions '{"messages":[{"role":"user","content":"Explain subnet mining"}]}'

Bittensor Image Gen — $0.05 Image generation via Bittensor subnets.

bash {baseDir}/scripts/compute.sh POST /bittensor/v1/images/generations '{"prompt":"neural network visualization, abstract art"}'

Bittensor Embeddings — $0.005 Text embeddings via Bittensor.

bash {baseDir}/scripts/compute.sh POST /bittensor/v1/embeddings '{"input":"decentralized machine learning"}'

Bittensor Models — $0.001 List available Bittensor models.

bash {baseDir}/scripts/compute.sh GET /bittensor/v1/models '{}'

Compute Futures — Prepaid Credits (6 endpoints)

Deposit — $0.01 Deposit USDC to open a prepaid compute credit account with tiered discounts.

bash {baseDir}/scripts/compute.sh POST /api/v1/compute-futures/deposit '{"amount":10}'

Check Balance — $0.001 Check remaining credit balance, tier, discount rate, and usage stats.

bash {baseDir}/scripts/compute.sh GET /api/v1/compute-futures/balance '{}'

Execute Job — $0.001 Run a compute job deducted from prepaid balance.

bash {baseDir}/scripts/compute.sh POST /api/v1/compute-futures/execute '{"type":"text-inference","prompt":"Summarize this quarter"}'

Usage History — $0.002 Full usage ledger for your compute credits.

bash {baseDir}/scripts/compute.sh GET /api/v1/compute-futures/history '{}'

Refund — $0.01 Refund unused credit balance to the original depositor.

bash {baseDir}/scripts/compute.sh POST /api/v1/compute-futures/refund '{}'

Pricing — $0.001 View compute futures pricing tiers and discount rates.

bash {baseDir}/scripts/compute.sh GET /api/v1/compute-futures/pricing '{}'

Cost reference

Endpoint	Cost	Category
GPU Models	FREE	GPU
Job Status	$0.001	Compute
Available Models	$0.001	Chat
Bittensor Models	$0.001	Bittensor
CF Balance	$0.001	Futures
CF Execute	$0.001	Futures
CF Pricing	$0.001	Futures
CF History	$0.002	Futures
Text Inference	$0.003–$0.10	Compute
Embeddings	$0.005	Compute
Bittensor Embeddings	$0.005	Bittensor
GPU Status	$0.005	GPU
CF Deposit	$0.01	Futures
CF Refund	$0.01	Futures
Speech to Text	$0.02	Compute
Image Generation	$0.02–$0.08	Compute
Classify Address	$0.03	Inference
Classify Transaction	$0.03	Inference
Explain Contract	$0.03	Inference
Intelligence Briefing	$0.03	Inference
Bittensor Chat	$0.03	Bittensor
TTS	$0.03–$0.05	Compute
Chat Completions	$0.04	Chat
Batch Compute	$0.05	Compute
Bittensor Image Gen	$0.05	Bittensor
GPU Run	$0.06	GPU
Video Generation	$0.40–$0.50	Compute

Compute powered by Replicate, Bittensor, and managed inference infrastructure.