skills/omni-inference/SKILL.md
The core OpenAI-compatible inference endpoints: chat completions, embeddings, images, audio (TTS/STT), moderations, rerank, and the Responses API. The primary integration surface for AI agents.
All requests require a valid Bearer token or session cookie. Obtain a token via POST /api/auth/login or configure REQUIRE_API_KEY=false for local development.
Create chat completion
OpenAI-compatible chat completions endpoint. Routes to configured providers.
curl -X POST https://localhost:20128/api/v1/chat/completions \
-H "Authorization: Bearer $OMNIROUTE_TOKEN"
-H "Content-Type: application/json" \
-d '{}'
Chat completion over WebSocket (handshake + upgrade)
OpenAI-compatible chat over a WebSocket connection. GET with ?handshake=1 returns the connection descriptor (auth path, message protocol and live-event channels) as JSON; a plain GET without an Upgrade returns 426 Upgrade Required. After upgrading, the client exchanges JSON frames — {type:"request", id, payload:{model, messages}} to start a completion and {type:"cancel", id} to abort it. A separate live channel (default port LIVE_WS_PORT=20129, path /live) streams dashboard events on the requests, combo and credentials topics with a 15s heartbeat. Requires an API key.
curl https://localhost:20128/api/v1/ws \
-H "Authorization: Bearer $OMNIROUTE_TOKEN"
Create chat completion (provider-specific)
Routes to a specific provider by name.
curl -X POST https://localhost:20128/api/v1/providers/{provider}/chat/completions \
-H "Authorization: Bearer $OMNIROUTE_TOKEN"
-H "Content-Type: application/json" \
-d '{}'
Ollama-compatible chat endpoint
Provides compatibility with Ollama's /api/chat format.
curl -X POST https://localhost:20128/api/v1/api/chat \
-H "Authorization: Bearer $OMNIROUTE_TOKEN"
-H "Content-Type: application/json" \
-d '{}'
Create message (Anthropic-compatible)
Anthropic Messages API endpoint. Routes to Claude providers.
curl -X POST https://localhost:20128/api/v1/messages \
-H "Authorization: Bearer $OMNIROUTE_TOKEN"
-H "Content-Type: application/json" \
-d '{}'
Count tokens for a message
curl -X POST https://localhost:20128/api/v1/messages/count_tokens \
-H "Authorization: Bearer $OMNIROUTE_TOKEN"
-H "Content-Type: application/json" \
-d '{}'
Create response (OpenAI Responses API)
OpenAI Responses API endpoint.
curl -X POST https://localhost:20128/api/v1/responses \
-H "Authorization: Bearer $OMNIROUTE_TOKEN"
-H "Content-Type: application/json" \
-d '{}'
Create embeddings
curl -X POST https://localhost:20128/api/v1/embeddings \
-H "Authorization: Bearer $OMNIROUTE_TOKEN"
-H "Content-Type: application/json" \
-d '{}'
Create embeddings (provider-specific)
curl -X POST https://localhost:20128/api/v1/providers/{provider}/embeddings \
-H "Authorization: Bearer $OMNIROUTE_TOKEN"
-H "Content-Type: application/json" \
-d '{}'
Generate images
curl -X POST https://localhost:20128/api/v1/images/generations \
-H "Authorization: Bearer $OMNIROUTE_TOKEN"
-H "Content-Type: application/json" \
-d '{}'
Generate images (provider-specific)
curl -X POST https://localhost:20128/api/v1/providers/{provider}/images/generations \
-H "Authorization: Bearer $OMNIROUTE_TOKEN"
-H "Content-Type: application/json" \
-d '{}'
Generate speech audio
Text-to-speech endpoint. Routes to configured TTS providers.
curl -X POST https://localhost:20128/api/v1/audio/speech \
-H "Authorization: Bearer $OMNIROUTE_TOKEN"
-H "Content-Type: application/json" \
-d '{}'
Transcribe audio
Audio-to-text transcription endpoint.
curl -X POST https://localhost:20128/api/v1/audio/transcriptions \
-H "Authorization: Bearer $OMNIROUTE_TOKEN"
-H "Content-Type: application/json" \
-d '{}'
Create moderation
Content moderation endpoint. Routes to configured moderation providers.
curl -X POST https://localhost:20128/api/v1/moderations \
-H "Authorization: Bearer $OMNIROUTE_TOKEN"
-H "Content-Type: application/json" \
-d '{}'
Rerank documents
Document reranking endpoint.
curl -X POST https://localhost:20128/api/v1/rerank \
-H "Authorization: Bearer $OMNIROUTE_TOKEN"
-H "Content-Type: application/json" \
-d '{}'
API v1 root endpoint
Returns basic API info and status.
curl https://localhost:20128/api/v1 \
-H "Authorization: Bearer $OMNIROUTE_TOKEN"
List models for a specific provider
Returns only models for the selected provider with provider prefix removed from each model id.
curl https://localhost:20128/api/v1/providers/{provider}/models \
-H "Authorization: Bearer $OMNIROUTE_TOKEN"
List proxy subscriptions
Lists all operator-supplied proxy subscription links. Also starts the background auto-refresh scheduler (idempotent) so enabled subscriptions stay in sync. Credentials embedded in url are redacted in the response.
curl https://localhost:20128/api/v1/management/proxy-subscriptions \
-H "Authorization: Bearer $OMNIROUTE_TOKEN"
Create a proxy subscription
Creates a subscription record. If mode is rule, at least one entry in ruleProviders is required. updateIntervalMinutes defaults to 60 and enabled defaults to false when omitted or not exactly true.
curl -X POST https://localhost:20128/api/v1/management/proxy-subscriptions \
-H "Authorization: Bearer $OMNIROUTE_TOKEN"
-H "Content-Type: application/json" \
-d '{}'
Get a proxy subscription
curl https://localhost:20128/api/v1/management/proxy-subscriptions/{id} \
-H "Authorization: Bearer $OMNIROUTE_TOKEN"
Update a proxy subscription
Partial update — only fields present in the body are changed (name/url/mode/ruleProviders/localCoreEndpoint/updateIntervalMinutes/enabled).
curl -X PATCH https://localhost:20128/api/v1/management/proxy-subscriptions/{id} \
-H "Authorization: Bearer $OMNIROUTE_TOKEN"
-H "Content-Type: application/json" \
-d '{}'
Delete a proxy subscription
Removes the subscription record and unbinds/drops its synced proxy_registry rows.
curl -X DELETE https://localhost:20128/api/v1/management/proxy-subscriptions/{id} \
-H "Authorization: Bearer $OMNIROUTE_TOKEN"
Get a subscription's last-parsed node summary
Returns the last-parsed node list without re-fetching the (possibly slow) subscription URL.
curl https://localhost:20128/api/v1/management/proxy-subscriptions/{id}/nodes \
-H "Authorization: Bearer $OMNIROUTE_TOKEN"
Refresh a proxy subscription
Re-fetches and re-parses the subscription URL, syncs its nodes into proxy_registry, and (re)binds the pool.
curl -X POST https://localhost:20128/api/v1/management/proxy-subscriptions/{id}/refresh \
-H "Authorization: Bearer $OMNIROUTE_TOKEN"
-H "Content-Type: application/json" \
-d '{}'
Document OCR
Multi-provider document OCR endpoint (Mistral OCR–compatible request and response shape). Accepts a JSON body referencing a document/image and returns extracted text. model selects the provider via a provider/model prefix (e.g. mistral/mistral-ocr-latest, azure-document-intelligence/prebuilt-read); a bare model id (e.g. mistral-ocr-latest) resolves to its registered provider, and an omitted model defaults to Mistral. Azure Document Intelligence is asynchronous upstream — the handler polls the returned operation until it succeeds or fails before responding, so this endpoint can take longer to return for that provider. Success responses carry the X-OmniRoute-* cost-telemetry headers.
curl -X POST https://localhost:20128/api/v1/ocr \
-H "Authorization: Bearer $OMNIROUTE_TOKEN"
-H "Content-Type: application/json" \
-d '{}'
Translate audio to English
OpenAI Whisper–compatible audio translation (multipart/form-data). Unlike /api/v1/audio/transcriptions, output is always English regardless of the source language. Success responses carry the X-OmniRoute-* cost-telemetry headers.
curl -X POST https://localhost:20128/api/v1/audio/translations \
-H "Authorization: Bearer $OMNIROUTE_TOKEN"
-H "Content-Type: application/json" \
-d '{}'
Suggested media models
Read-only server-side proxy to the public HuggingFace Hub models search API, used by the dashboard to suggest models for a media provider kind without exposing an HF token client-side. Never accepts or returns credentials.
curl https://localhost:20128/api/v1/providers/suggested-models \
-H "Authorization: Bearer $OMNIROUTE_TOKEN"
Provider plugin manifest
Returns the manifest describing installed provider plugins.
curl https://localhost:20128/api/v1/provider-plugin-manifest \
-H "Authorization: Bearer $OMNIROUTE_TOKEN"
See the full OpenAPI specification at GET /api/openapi/spec or docs/openapi.yaml for detailed request/response schemas.
Requires OMNIROUTE_URL and OMNIROUTE_KEY. See entry-point SKILL for setup.
POST $OMNIROUTE_URL/v1/chat/completions — OpenAI formatPOST $OMNIROUTE_URL/v1/messages — Anthropic Messages formatPOST $OMNIROUTE_URL/v1/responses — OpenAI Responses APIcurl $OMNIROUTE_URL/v1/models | jq '.data[].id'
Combos (e.g. auto, cost-optimized, subscription) auto-fallback through multiple providers.
curl -X POST $OMNIROUTE_URL/v1/chat/completions \
-H "Authorization: Bearer $OMNIROUTE_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "claude-opus-4-7",
"messages": [{"role": "user", "content": "Refactor this function"}],
"stream": true
}'
curl -X POST $OMNIROUTE_URL/v1/messages \
-H "Authorization: Bearer $OMNIROUTE_KEY" \
-H "anthropic-version: 2023-06-01" \
-H "Content-Type: application/json" \
-d '{
"model": "claude-opus-4-7",
"max_tokens": 4096,
"messages": [{"role": "user", "content": "Hi"}]
}'
Supports OpenAI tools array and Anthropic tools block. Tool results
auto-compressed via RTK (47 filters: git-diff, grep, test-jest, terraform-plan,
docker-logs, etc.) — 20-40% token savings. Disable per-request with
X-Omniroute-Rtk: off header.
Anthropic extended thinking and OpenAI Responses reasoning blocks are forwarded verbatim. Cached automatically via reasoning cache.
401 → invalid API key400 invalid_model → model not in registry; check /v1/models503 circuit_open → provider circuit breaker tripped; retry later or use combo429 rate_limited → honor Retry-After; consider using a combo for auto-fallbackRequires OMNIROUTE_URL and OMNIROUTE_KEY. See entry-point SKILL for setup.
POST $OMNIROUTE_URL/v1/images/generations — Text-to-imagePOST $OMNIROUTE_URL/v1/images/edits — Image edit (mask)POST $OMNIROUTE_URL/v1/images/variations — Variationscurl $OMNIROUTE_URL/v1/models/image | jq '.data[]'
Returns { id, owned_by, sizes:[...], capabilities:[...] } per model.
curl -X POST $OMNIROUTE_URL/v1/images/generations \
-H "Authorization: Bearer $OMNIROUTE_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "dall-e-3",
"prompt": "a red bicycle on a wet street, photoreal",
"n": 1,
"size": "1024x1024",
"response_format": "b64_json"
}'
Response: { created, data: [{ url? or b64_json, revised_prompt }] }
400 invalid_size → not supported by this model; check /v1/models/image400 content_policy_violation → blocked by provider safety503 → provider unavailable; try another model in /v1/models/imageRequires OMNIROUTE_URL and OMNIROUTE_KEY. See entry-point SKILL for setup.
POST $OMNIROUTE_URL/v1/audio/speech — returns binary audio (mp3/opus/wav/flac)curl $OMNIROUTE_URL/v1/models/tts | jq '.data[]'
Each entry includes voices:[...] for the available voice names per provider.
curl -X POST $OMNIROUTE_URL/v1/audio/speech \
-H "Authorization: Bearer $OMNIROUTE_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "tts-1",
"input": "Hello from OmniRoute.",
"voice": "alloy",
"response_format": "mp3"
}' --output speech.mp3
Voice names vary by provider. Check /v1/models/tts — each entry has voices:[...].
Common OpenAI voices: alloy, echo, fable, onyx, nova, shimmer.
400 invalid_voice → voice not supported by this model400 input_too_long → input exceeds model character limit503 → provider unavailable; try another model in /v1/models/ttsRequires OMNIROUTE_URL and OMNIROUTE_KEY. See entry-point SKILL for setup.
POST $OMNIROUTE_URL/v1/audio/transcriptions — multipart upload, returns textPOST $OMNIROUTE_URL/v1/audio/translations — transcribe + translate to Englishcurl $OMNIROUTE_URL/v1/models/stt | jq '.data[]'
curl -X POST $OMNIROUTE_URL/v1/audio/transcriptions \
-H "Authorization: Bearer $OMNIROUTE_KEY" \
-F "[email protected]" \
-F "model=whisper-1" \
-F "response_format=verbose_json"
Response: { text, language, duration, segments?:[{ start, end, text }] }
Audio: mp3, mp4, mpeg, mpga, m4a, wav, webm.
Response formats: json, text, srt, verbose_json, vtt.
400 invalid_file_format → unsupported audio format400 file_too_large → exceeds provider limit (usually 25MB)503 → provider unavailable; try another model in /v1/models/sttRequires OMNIROUTE_URL and OMNIROUTE_KEY. See entry-point SKILL for setup.
POST $OMNIROUTE_URL/v1/embeddingscurl $OMNIROUTE_URL/v1/models/embedding | jq '.data[]'
Each entry: { id, owned_by, dimensions, max_input_tokens }.
curl -X POST $OMNIROUTE_URL/v1/embeddings \
-H "Authorization: Bearer $OMNIROUTE_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "text-embedding-3-large",
"input": ["first text", "second text"],
"encoding_format": "float"
}'
Response: { data:[{ embedding:[...], index }], usage:{ prompt_tokens, total_tokens } }
input accepts a string or array of strings (up to provider batch limit, typically 2048 items).
400 input_too_long → input exceeds max_input_tokens for this model400 invalid_encoding_format → use float or base64503 → provider unavailable; try another model in /v1/models/embeddingRequires OMNIROUTE_URL and OMNIROUTE_KEY. See entry-point SKILL for setup.
POST $OMNIROUTE_URL/v1/web/search — unified search formatcurl $OMNIROUTE_URL/v1/models/web | jq '.data[] | select(.kind == "webSearch")'
curl -X POST $OMNIROUTE_URL/v1/web/search \
-H "Authorization: Bearer $OMNIROUTE_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "tavily/search",
"query": "OmniRoute github latest release",
"max_results": 5,
"include_answer": true
}'
Response: { answer?, results:[{ url, title, content, score }] }
| Field | Type | Description |
|---|---|---|
model | string | Provider model from /v1/models/web |
query | string | Search query |
max_results | number | Max results (default: 5) |
include_answer | boolean | Include AI-synthesized answer |
search_depth | string | basic or advanced (Tavily) |
400 query_too_long → shorten the search query503 → provider unavailable; try another model in /v1/models/webRequires OMNIROUTE_URL and OMNIROUTE_KEY. See entry-point SKILL for setup.
POST $OMNIROUTE_URL/v1/web/fetchcurl $OMNIROUTE_URL/v1/models/web | jq '.data[] | select(.kind == "webFetch")'
curl -X POST $OMNIROUTE_URL/v1/web/fetch \
-H "Authorization: Bearer $OMNIROUTE_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "jina/reader",
"url": "https://anthropic.com",
"format": "markdown"
}'
Response: { url, title, markdown, links?:[...], images?:[...] }
| Field | Type | Description |
|---|---|---|
model | string | Provider from /v1/models/web (e.g. jina/reader, firecrawl/scrape) |
url | string | URL to fetch |
format | string | markdown (default), html, text |
400 invalid_url → URL must be http/https403 blocked → provider blocked by target site; try a different model503 → provider unavailable; try another model in /v1/models/web