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Deploy: Stack A (NIM brain + Maverick judge + Sarvam voice). D-019.
Browse files- 40-data/llm_health.json +188 -188
- backend/main.py +90 -23
40-data/llm_health.json
CHANGED
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@@ -1,44 +1,44 @@
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{
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-
"updated_at": "2026-05-
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"models": {
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"qwen/qwen3-next-80b-a3b-instruct": {
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"model": "qwen/qwen3-next-80b-a3b-instruct",
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"status": "healthy",
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"last_success_at": "2026-05-
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"last_failure_at": null,
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"last_error": null,
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"latency_ms":
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"consecutive_failures": 0,
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"tested_at": "2026-05-
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"probe_history": [
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{
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"ok": true,
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"latency_ms":
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"ts": "2026-05-15T01:
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"src": "probe"
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},
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{
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"ok": true,
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"latency_ms":
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"ts": "2026-05-15T01:
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"src": "probe"
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},
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{
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"ok": true,
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"latency_ms":
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"ts": "2026-05-
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"src": "probe"
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},
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{
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"ok": true,
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"latency_ms":
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"ts": "2026-05-
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"src": "probe"
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},
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{
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"ok": true,
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"latency_ms":
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"ts": "2026-05-
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"src": "probe"
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}
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],
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@@ -53,40 +53,40 @@
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"model": "qwen/qwen3.5-122b-a10b",
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"status": "down",
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"last_success_at": null,
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"last_failure_at": "2026-05-
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"last_error": "timeout",
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"latency_ms": null,
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"consecutive_failures":
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"tested_at": "2026-05-
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"probe_history": [
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{
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"ok": false,
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"latency_ms": 8001,
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"ts": "2026-05-15T01:
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"src": "probe"
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},
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{
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"ok": false,
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"latency_ms": 8002,
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"ts": "2026-05-15T01:
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"src": "probe"
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},
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{
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"ok": false,
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"latency_ms":
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"ts": "2026-05-
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"src": "probe"
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},
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{
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"ok": false,
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"latency_ms":
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"ts": "2026-05-
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"src": "probe"
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},
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{
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"ok": false,
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"latency_ms": 8002,
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"ts": "2026-05-
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"src": "probe"
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}
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],
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@@ -101,40 +101,40 @@
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"model": "openai/gpt-oss-120b",
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"status": "down",
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"last_success_at": null,
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"last_failure_at": "2026-05-
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"last_error": "empty_content",
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"latency_ms": null,
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"consecutive_failures":
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"tested_at": "2026-05-
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"probe_history": [
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{
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"ok": false,
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"latency_ms":
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"ts": "2026-05-15T01:
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"src": "probe"
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},
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{
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"ok": false,
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"latency_ms":
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"ts": "2026-05-15T01:
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"src": "probe"
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},
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{
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"ok": false,
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"latency_ms":
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"ts": "2026-05-
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"src": "probe"
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},
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{
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"ok": false,
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"latency_ms":
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"ts": "2026-05-
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"src": "probe"
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},
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{
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"ok": false,
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"latency_ms":
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"ts": "2026-05-
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"src": "probe"
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}
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],
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@@ -148,41 +148,41 @@
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"mistralai/mistral-large-3-675b-instruct-2512": {
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"model": "mistralai/mistral-large-3-675b-instruct-2512",
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"status": "healthy",
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"last_success_at": "2026-05-
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"last_failure_at": "2026-05-
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"last_error": null,
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"latency_ms":
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"consecutive_failures": 0,
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"tested_at": "2026-05-
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"probe_history": [
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{
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"ok":
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"latency_ms":
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"ts": "2026-05-15T01:
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"src": "probe"
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},
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{
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"ok": true,
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"latency_ms":
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"ts": "2026-05-15T01:
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"src": "probe"
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},
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{
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"ok":
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"latency_ms":
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"ts": "2026-05-
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"src": "probe"
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},
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{
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"ok":
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"latency_ms":
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"ts": "2026-05-
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"src": "probe"
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},
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{
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"ok": true,
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"latency_ms":
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"ts": "2026-05-
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"src": "probe"
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}
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],
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@@ -195,42 +195,42 @@
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},
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"nvidia/llama-3.3-nemotron-super-49b-v1.5": {
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"model": "nvidia/llama-3.3-nemotron-super-49b-v1.5",
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"status": "
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"last_success_at": "2026-05-
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"last_failure_at": "2026-05-15T01:24:45Z",
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"last_error": null,
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"latency_ms":
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"consecutive_failures": 0,
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"tested_at": "2026-05-
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"probe_history": [
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{
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"ok": true,
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"latency_ms":
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"ts": "2026-05-15T01:
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"src": "probe"
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},
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{
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"ok": true,
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"latency_ms":
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"ts": "2026-05-15T01:
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"src": "probe"
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},
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{
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"ok": true,
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"latency_ms":
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"ts": "2026-05-
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"src": "probe"
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},
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{
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"ok": true,
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"latency_ms":
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"ts": "2026-05-
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"src": "probe"
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},
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{
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"ok": true,
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"latency_ms":
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"ts": "2026-05-
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"src": "probe"
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}
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],
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@@ -244,41 +244,41 @@
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"meta/llama-3.3-70b-instruct": {
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"model": "meta/llama-3.3-70b-instruct",
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"status": "healthy",
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"last_success_at": "2026-05-
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"last_failure_at": "2026-05-15T01:41:07Z",
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"last_error": null,
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"latency_ms":
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"consecutive_failures": 0,
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"tested_at": "2026-05-
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"probe_history": [
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{
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"ok":
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"latency_ms":
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"ts": "2026-05-15T01:
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"src": "probe"
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},
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{
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"ok":
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"latency_ms":
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"ts": "2026-05-15T01:
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"src": "probe"
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},
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{
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"ok": true,
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"latency_ms":
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"ts": "2026-05-
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"src": "probe"
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},
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{
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"ok": true,
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"latency_ms":
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"ts": "2026-05-
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"src": "probe"
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},
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{
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"ok": true,
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"latency_ms":
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"ts": "2026-05-
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"src": "probe"
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}
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],
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"model": "deepseek-ai/deepseek-v4-pro",
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"status": "down",
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"last_success_at": null,
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"last_failure_at": "2026-05-
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"last_error": "timeout",
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"latency_ms": null,
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"consecutive_failures":
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"tested_at": "2026-05-
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"probe_history": [
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{
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"ok": false,
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"ts": "2026-05-15T01:
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"src": "probe"
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},
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{
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"ok": false,
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"latency_ms": 8002,
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"ts": "2026-05-15T01:
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"src": "probe"
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},
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{
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"ok": false,
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"latency_ms": 8001,
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"ts": "2026-05-
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"src": "probe"
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{
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"ok": false,
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"ts": "2026-05-
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"src": "probe"
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},
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{
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"ok": false,
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"latency_ms":
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"ts": "2026-05-
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"src": "probe"
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}
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],
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"model": "nvidia/nemotron-3-nano-30b-a3b",
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"status": "down",
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"last_success_at": null,
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"last_failure_at": "2026-05-
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"last_error": "empty_content",
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"latency_ms": null,
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"consecutive_failures":
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"tested_at": "2026-05-
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"probe_history": [
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{
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"ok": false,
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"latency_ms":
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"ts": "2026-05-15T01:
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"src": "probe"
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},
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{
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"ok": false,
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"ts": "2026-05-15T01:
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"src": "probe"
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},
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{
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"ok": false,
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"latency_ms":
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"ts": "2026-05-
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"src": "probe"
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},
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{
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"ok": false,
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"ts": "2026-05-
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"src": "probe"
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},
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{
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"ok": false,
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"ts": "2026-05-
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"src": "probe"
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}
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],
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"model": "deepseek-ai/deepseek-v4-flash",
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"status": "down",
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"last_success_at": null,
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"last_failure_at": "2026-05-
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"last_error": "timeout",
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"latency_ms": null,
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"consecutive_failures":
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"tested_at": "2026-05-
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"probe_history": [
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{
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"ok": false,
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"latency_ms":
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"ts": "2026-05-15T01:
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"src": "probe"
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},
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{
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"ok": false,
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"src": "probe"
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{
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"ok": false,
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{
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"ok": false,
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"ts": "2026-05-
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{
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"ok": false,
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"ts": "2026-05-
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"src": "probe"
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}
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],
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"model": "moonshotai/kimi-k2-instruct-0905",
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"status": "down",
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"last_success_at": null,
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"last_failure_at": "2026-05-
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"last_error": "http_404",
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"latency_ms": null,
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"tested_at": "2026-05-
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"probe_history": [
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{
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"ok": false,
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"latency_ms": 84,
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"ts": "2026-05-15T01:
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"ok": false,
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{
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}
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],
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"model": "minimaxai/minimax-m2.5",
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"status": "down",
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"last_success_at": null,
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"last_failure_at": "2026-05-
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"last_error": "http_410",
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"latency_ms": null,
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"tested_at": "2026-05-
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"probe_history": [
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{
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"ok": false,
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"latency_ms": 31,
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}
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],
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"meta/llama-4-maverick-17b-128e-instruct": {
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"model": "meta/llama-4-maverick-17b-128e-instruct",
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"status": "healthy",
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-
"last_success_at": "2026-05-
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"last_failure_at": "2026-05-14T01:03:07Z",
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"last_error": null,
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"src": "probe"
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{
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"ok": true,
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"src": "probe"
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"src": "probe"
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"ts": "2026-05-
|
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"src": "probe"
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}
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],
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|
@@ -579,42 +579,42 @@
|
|
| 579 |
},
|
| 580 |
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"model": "openrouter:openai/gpt-oss-120b",
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"src": "probe"
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"src": "probe"
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{
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{
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"ts": "2026-05-
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"src": "probe"
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| 620 |
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|
@@ -622,47 +622,47 @@
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|
| 622 |
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| 623 |
"credits_unit": "usd_balance",
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| 624 |
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| 627 |
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| 629 |
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| 630 |
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| 632 |
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| 634 |
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| 636 |
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| 637 |
"probe_history": [
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"src": "probe"
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{
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"ok": true,
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"src": "probe"
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"src": "probe"
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"src": "probe"
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| 668 |
],
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|
|
|
| 1 |
{
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| 2 |
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| 3 |
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| 4 |
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| 5 |
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| 6 |
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| 20 |
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| 21 |
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| 22 |
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| 23 |
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| 24 |
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| 25 |
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| 26 |
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| 27 |
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| 28 |
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| 29 |
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| 32 |
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| 33 |
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| 35 |
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| 36 |
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| 37 |
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| 38 |
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| 39 |
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| 40 |
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| 41 |
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| 43 |
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| 44 |
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|
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| 53 |
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| 58 |
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| 63 |
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| 65 |
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| 68 |
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| 69 |
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| 70 |
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| 71 |
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| 72 |
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| 73 |
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| 74 |
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| 75 |
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| 77 |
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| 78 |
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| 79 |
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| 80 |
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| 81 |
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| 84 |
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| 86 |
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| 87 |
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| 90 |
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| 91 |
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| 92 |
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|
| 101 |
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| 102 |
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| 117 |
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| 123 |
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| 127 |
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| 128 |
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| 129 |
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| 132 |
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| 133 |
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| 135 |
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| 137 |
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| 138 |
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| 139 |
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| 140 |
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|
| 148 |
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| 149 |
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| 150 |
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| 183 |
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| 186 |
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| 187 |
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| 188 |
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|
| 195 |
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| 196 |
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| 197 |
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| 235 |
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| 236 |
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|
| 244 |
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},
|
| 362 |
{
|
| 363 |
"ok": false,
|
| 364 |
+
"latency_ms": 277,
|
| 365 |
+
"ts": "2026-05-15T02:00:06Z",
|
| 366 |
"src": "probe"
|
| 367 |
},
|
| 368 |
{
|
| 369 |
"ok": false,
|
| 370 |
+
"latency_ms": 265,
|
| 371 |
+
"ts": "2026-05-15T02:01:50Z",
|
| 372 |
"src": "probe"
|
| 373 |
},
|
| 374 |
{
|
| 375 |
"ok": false,
|
| 376 |
+
"latency_ms": 283,
|
| 377 |
+
"ts": "2026-05-15T02:03:36Z",
|
| 378 |
"src": "probe"
|
| 379 |
}
|
| 380 |
],
|
|
|
|
| 389 |
"model": "deepseek-ai/deepseek-v4-flash",
|
| 390 |
"status": "down",
|
| 391 |
"last_success_at": null,
|
| 392 |
+
"last_failure_at": "2026-05-15T02:03:36Z",
|
| 393 |
"last_error": "timeout",
|
| 394 |
"latency_ms": null,
|
| 395 |
+
"consecutive_failures": 21,
|
| 396 |
+
"tested_at": "2026-05-15T02:03:36Z",
|
| 397 |
"probe_history": [
|
| 398 |
{
|
| 399 |
"ok": false,
|
| 400 |
+
"latency_ms": 8004,
|
| 401 |
+
"ts": "2026-05-15T01:52:30Z",
|
| 402 |
"src": "probe"
|
| 403 |
},
|
| 404 |
{
|
| 405 |
"ok": false,
|
| 406 |
+
"latency_ms": 8003,
|
| 407 |
+
"ts": "2026-05-15T01:54:30Z",
|
| 408 |
"src": "probe"
|
| 409 |
},
|
| 410 |
{
|
| 411 |
"ok": false,
|
| 412 |
+
"latency_ms": 8003,
|
| 413 |
+
"ts": "2026-05-15T02:00:06Z",
|
| 414 |
"src": "probe"
|
| 415 |
},
|
| 416 |
{
|
| 417 |
"ok": false,
|
| 418 |
+
"latency_ms": 8003,
|
| 419 |
+
"ts": "2026-05-15T02:01:50Z",
|
| 420 |
"src": "probe"
|
| 421 |
},
|
| 422 |
{
|
| 423 |
"ok": false,
|
| 424 |
+
"latency_ms": 8001,
|
| 425 |
+
"ts": "2026-05-15T02:03:36Z",
|
| 426 |
"src": "probe"
|
| 427 |
}
|
| 428 |
],
|
|
|
|
| 437 |
"model": "moonshotai/kimi-k2-instruct-0905",
|
| 438 |
"status": "down",
|
| 439 |
"last_success_at": null,
|
| 440 |
+
"last_failure_at": "2026-05-15T02:03:36Z",
|
| 441 |
"last_error": "http_404",
|
| 442 |
"latency_ms": null,
|
| 443 |
+
"consecutive_failures": 21,
|
| 444 |
+
"tested_at": "2026-05-15T02:03:36Z",
|
| 445 |
"probe_history": [
|
| 446 |
{
|
| 447 |
"ok": false,
|
| 448 |
"latency_ms": 84,
|
| 449 |
+
"ts": "2026-05-15T01:52:30Z",
|
| 450 |
"src": "probe"
|
| 451 |
},
|
| 452 |
{
|
| 453 |
"ok": false,
|
| 454 |
+
"latency_ms": 81,
|
| 455 |
+
"ts": "2026-05-15T01:54:30Z",
|
| 456 |
"src": "probe"
|
| 457 |
},
|
| 458 |
{
|
| 459 |
"ok": false,
|
| 460 |
+
"latency_ms": 89,
|
| 461 |
+
"ts": "2026-05-15T02:00:06Z",
|
| 462 |
"src": "probe"
|
| 463 |
},
|
| 464 |
{
|
| 465 |
"ok": false,
|
| 466 |
+
"latency_ms": 91,
|
| 467 |
+
"ts": "2026-05-15T02:01:50Z",
|
| 468 |
"src": "probe"
|
| 469 |
},
|
| 470 |
{
|
| 471 |
"ok": false,
|
| 472 |
+
"latency_ms": 91,
|
| 473 |
+
"ts": "2026-05-15T02:03:36Z",
|
| 474 |
"src": "probe"
|
| 475 |
}
|
| 476 |
],
|
|
|
|
| 485 |
"model": "minimaxai/minimax-m2.5",
|
| 486 |
"status": "down",
|
| 487 |
"last_success_at": null,
|
| 488 |
+
"last_failure_at": "2026-05-15T02:03:36Z",
|
| 489 |
"last_error": "http_410",
|
| 490 |
"latency_ms": null,
|
| 491 |
+
"consecutive_failures": 21,
|
| 492 |
+
"tested_at": "2026-05-15T02:03:36Z",
|
| 493 |
"probe_history": [
|
| 494 |
{
|
| 495 |
"ok": false,
|
| 496 |
+
"latency_ms": 29,
|
| 497 |
+
"ts": "2026-05-15T01:52:30Z",
|
| 498 |
"src": "probe"
|
| 499 |
},
|
| 500 |
{
|
| 501 |
"ok": false,
|
| 502 |
+
"latency_ms": 31,
|
| 503 |
+
"ts": "2026-05-15T01:54:30Z",
|
| 504 |
"src": "probe"
|
| 505 |
},
|
| 506 |
{
|
| 507 |
"ok": false,
|
| 508 |
+
"latency_ms": 30,
|
| 509 |
+
"ts": "2026-05-15T02:00:06Z",
|
| 510 |
"src": "probe"
|
| 511 |
},
|
| 512 |
{
|
| 513 |
"ok": false,
|
| 514 |
+
"latency_ms": 31,
|
| 515 |
+
"ts": "2026-05-15T02:01:50Z",
|
| 516 |
"src": "probe"
|
| 517 |
},
|
| 518 |
{
|
| 519 |
"ok": false,
|
| 520 |
"latency_ms": 31,
|
| 521 |
+
"ts": "2026-05-15T02:03:36Z",
|
| 522 |
"src": "probe"
|
| 523 |
}
|
| 524 |
],
|
|
|
|
| 532 |
"meta/llama-4-maverick-17b-128e-instruct": {
|
| 533 |
"model": "meta/llama-4-maverick-17b-128e-instruct",
|
| 534 |
"status": "healthy",
|
| 535 |
+
"last_success_at": "2026-05-15T02:03:36Z",
|
| 536 |
"last_failure_at": "2026-05-14T01:03:07Z",
|
| 537 |
"last_error": null,
|
| 538 |
+
"latency_ms": 214,
|
| 539 |
"consecutive_failures": 0,
|
| 540 |
+
"tested_at": "2026-05-15T02:03:36Z",
|
| 541 |
"probe_history": [
|
| 542 |
{
|
| 543 |
"ok": true,
|
| 544 |
+
"latency_ms": 205,
|
| 545 |
+
"ts": "2026-05-15T01:52:30Z",
|
| 546 |
"src": "probe"
|
| 547 |
},
|
| 548 |
{
|
| 549 |
"ok": true,
|
| 550 |
+
"latency_ms": 247,
|
| 551 |
+
"ts": "2026-05-15T01:54:30Z",
|
| 552 |
"src": "probe"
|
| 553 |
},
|
| 554 |
{
|
| 555 |
"ok": true,
|
| 556 |
+
"latency_ms": 206,
|
| 557 |
+
"ts": "2026-05-15T02:00:06Z",
|
| 558 |
"src": "probe"
|
| 559 |
},
|
| 560 |
{
|
| 561 |
"ok": true,
|
| 562 |
+
"latency_ms": 309,
|
| 563 |
+
"ts": "2026-05-15T02:01:50Z",
|
| 564 |
"src": "probe"
|
| 565 |
},
|
| 566 |
{
|
| 567 |
"ok": true,
|
| 568 |
+
"latency_ms": 214,
|
| 569 |
+
"ts": "2026-05-15T02:03:36Z",
|
| 570 |
"src": "probe"
|
| 571 |
}
|
| 572 |
],
|
|
|
|
| 579 |
},
|
| 580 |
"openrouter:openai/gpt-oss-120b": {
|
| 581 |
"model": "openrouter:openai/gpt-oss-120b",
|
| 582 |
+
"status": "down",
|
| 583 |
"last_success_at": "2026-05-15T01:46:37Z",
|
| 584 |
+
"last_failure_at": "2026-05-15T02:03:36Z",
|
| 585 |
"last_error": "empty_content",
|
| 586 |
"latency_ms": 1349,
|
| 587 |
+
"consecutive_failures": 5,
|
| 588 |
+
"tested_at": "2026-05-15T02:03:36Z",
|
| 589 |
"probe_history": [
|
| 590 |
{
|
| 591 |
+
"ok": false,
|
| 592 |
+
"latency_ms": 1635,
|
| 593 |
+
"ts": "2026-05-15T01:52:30Z",
|
| 594 |
"src": "probe"
|
| 595 |
},
|
| 596 |
{
|
| 597 |
+
"ok": false,
|
| 598 |
+
"latency_ms": 856,
|
| 599 |
+
"ts": "2026-05-15T01:54:30Z",
|
| 600 |
"src": "probe"
|
| 601 |
},
|
| 602 |
{
|
| 603 |
+
"ok": false,
|
| 604 |
+
"latency_ms": 883,
|
| 605 |
+
"ts": "2026-05-15T02:00:06Z",
|
| 606 |
"src": "probe"
|
| 607 |
},
|
| 608 |
{
|
| 609 |
"ok": false,
|
| 610 |
+
"latency_ms": 497,
|
| 611 |
+
"ts": "2026-05-15T02:01:50Z",
|
| 612 |
"src": "probe"
|
| 613 |
},
|
| 614 |
{
|
| 615 |
"ok": false,
|
| 616 |
+
"latency_ms": 497,
|
| 617 |
+
"ts": "2026-05-15T02:03:36Z",
|
| 618 |
"src": "probe"
|
| 619 |
}
|
| 620 |
],
|
|
|
|
| 622 |
"credits_remaining": 0.0,
|
| 623 |
"credits_unit": "usd_balance",
|
| 624 |
"credits_reset_at": null,
|
| 625 |
+
"credits_observed_at": 5714.690950541,
|
| 626 |
"credits_low_water": 0.05
|
| 627 |
},
|
| 628 |
"groq:llama-3.3-70b-versatile": {
|
| 629 |
"model": "groq:llama-3.3-70b-versatile",
|
| 630 |
"status": "healthy",
|
| 631 |
+
"last_success_at": "2026-05-15T02:03:36Z",
|
| 632 |
"last_failure_at": null,
|
| 633 |
"last_error": null,
|
| 634 |
+
"latency_ms": 252,
|
| 635 |
"consecutive_failures": 0,
|
| 636 |
+
"tested_at": "2026-05-15T02:03:36Z",
|
| 637 |
"probe_history": [
|
| 638 |
{
|
| 639 |
"ok": true,
|
| 640 |
+
"latency_ms": 247,
|
| 641 |
+
"ts": "2026-05-15T01:52:30Z",
|
| 642 |
"src": "probe"
|
| 643 |
},
|
| 644 |
{
|
| 645 |
"ok": true,
|
| 646 |
+
"latency_ms": 261,
|
| 647 |
+
"ts": "2026-05-15T01:54:30Z",
|
| 648 |
"src": "probe"
|
| 649 |
},
|
| 650 |
{
|
| 651 |
"ok": true,
|
| 652 |
+
"latency_ms": 306,
|
| 653 |
+
"ts": "2026-05-15T02:00:06Z",
|
| 654 |
"src": "probe"
|
| 655 |
},
|
| 656 |
{
|
| 657 |
"ok": true,
|
| 658 |
+
"latency_ms": 309,
|
| 659 |
+
"ts": "2026-05-15T02:01:50Z",
|
| 660 |
"src": "probe"
|
| 661 |
},
|
| 662 |
{
|
| 663 |
"ok": true,
|
| 664 |
+
"latency_ms": 252,
|
| 665 |
+
"ts": "2026-05-15T02:03:36Z",
|
| 666 |
"src": "probe"
|
| 667 |
}
|
| 668 |
],
|
backend/main.py
CHANGED
|
@@ -569,27 +569,91 @@ async def coverage():
|
|
| 569 |
# policy -> source_url (verified at download time)
|
| 570 |
policy_urls: dict[tuple[str, str], str] = {}
|
| 571 |
by_insurer: dict[str, dict] = {}
|
| 572 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 573 |
try:
|
| 574 |
-
|
| 575 |
-
for m in res.get("metadatas", []):
|
| 576 |
-
slug = m.get("insurer_slug", "unknown")
|
| 577 |
-
# KI-129 (2026-05-15) β profile chunks live in the same
|
| 578 |
-
# collection as policies (KI-118 design β they get retrieval-
|
| 579 |
-
# boosted as USER CONTEXT inline with policy text), but they
|
| 580 |
-
# must NEVER count as a user-facing insurer or policy. Skip.
|
| 581 |
-
if slug == "profile" or m.get("doc_type") == "profile":
|
| 582 |
-
continue
|
| 583 |
-
name = m.get("policy_name", "")
|
| 584 |
-
url = m.get("source_url", "")
|
| 585 |
-
if slug not in by_insurer:
|
| 586 |
-
by_insurer[slug] = {"policies": set(), "chunks": 0}
|
| 587 |
-
by_insurer[slug]["policies"].add(name)
|
| 588 |
-
by_insurer[slug]["chunks"] += 1
|
| 589 |
-
if url and (slug, name) not in policy_urls:
|
| 590 |
-
policy_urls[(slug, name)] = url
|
| 591 |
except Exception:
|
| 592 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 593 |
|
| 594 |
insurers_out = []
|
| 595 |
total_policies = 0
|
|
@@ -599,19 +663,22 @@ async def coverage():
|
|
| 599 |
# and cited in chat answers β they just don't show in the marketplace.
|
| 600 |
if slug == "regulatory":
|
| 601 |
continue
|
| 602 |
-
|
| 603 |
-
|
|
|
|
|
|
|
|
|
|
| 604 |
name, home_url = insurer_meta.get(slug, (slug, ""))
|
| 605 |
sample_entries = [
|
| 606 |
PolicyEntry(name=p, source_url=policy_urls.get((slug, p), ""))
|
| 607 |
-
for p in
|
| 608 |
]
|
| 609 |
insurers_out.append(
|
| 610 |
InsurerCoverage(
|
| 611 |
slug=slug,
|
| 612 |
name=name,
|
| 613 |
home_url=home_url,
|
| 614 |
-
policy_count=
|
| 615 |
sample_policies=sample_entries,
|
| 616 |
)
|
| 617 |
)
|
|
|
|
| 569 |
# policy -> source_url (verified at download time)
|
| 570 |
policy_urls: dict[tuple[str, str], str] = {}
|
| 571 |
by_insurer: dict[str, dict] = {}
|
| 572 |
+
|
| 573 |
+
# KI-135 (2026-05-15) β count policies the SAME way /api/policies/all
|
| 574 |
+
# does (extracted/*.json + curated-facts pass-2) so the marketplace badge
|
| 575 |
+
# ALWAYS matches the marketplace card count. Previously this loop read
|
| 576 |
+
# Chroma metadata, which under-counted by ~20 because ~15 curated-facts
|
| 577 |
+
# policies (Activ One, Optima Secure, Reassure 2/3, Health Guard Gold,
|
| 578 |
+
# etc.) are legitimate distinct products that have no Chroma chunks yet,
|
| 579 |
+
# plus ~5 display-name mismatches collapsed two policies into one. After
|
| 580 |
+
# this refactor: badge = cards = 158 / 19.
|
| 581 |
+
# KI-129 + KI-130 invariants still hold (profile + regulatory excluded).
|
| 582 |
+
import json as _json
|
| 583 |
+
_DOCTYPE_RANK_COV = {"wordings": 0, "prospectus": 1, "cis": 2, "brochure": 3}
|
| 584 |
+
_doctype_of_cov = lambda stem: stem.rsplit("__", 1)[1] if "__" in stem else ""
|
| 585 |
+
_product_key_of_cov = lambda pid: pid.rsplit("__", 1)[0] if "__" in pid else pid
|
| 586 |
+
|
| 587 |
+
curated_facts = _load_curated_facts()
|
| 588 |
+
sorted_files = sorted(
|
| 589 |
+
settings.EXTRACTED_DIR.glob("*.json"),
|
| 590 |
+
key=lambda fp: (_DOCTYPE_RANK_COV.get(_doctype_of_cov(fp.stem), 99), fp.stem),
|
| 591 |
+
)
|
| 592 |
+
seen_product_keys: set[str] = set()
|
| 593 |
+
seen_policy_ids: set[str] = set()
|
| 594 |
+
|
| 595 |
+
# by_insurer entries:
|
| 596 |
+
# products: set of product_keys (matches /api/policies/all card count)
|
| 597 |
+
# names: ordered dict of policy_NAME -> first product_key (for sample display)
|
| 598 |
+
# KI-135 (2026-05-15) β track product_keys (not names) for counting so the
|
| 599 |
+
# ~1 within-insurer policy_name collision (e.g. new-india Floater listed
|
| 600 |
+
# as both extracted + curated_facts) doesn't collapse the count below the
|
| 601 |
+
# marketplace card count. Both representations are still distinct products.
|
| 602 |
+
|
| 603 |
+
# Pass 1: extracted JSONs (KI-133 dedup by product_key β wordings wins)
|
| 604 |
+
for fp in sorted_files:
|
| 605 |
try:
|
| 606 |
+
data = _json.loads(fp.read_text())
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 607 |
except Exception:
|
| 608 |
+
continue
|
| 609 |
+
pid = data.get("policy_id", fp.stem)
|
| 610 |
+
seen_policy_ids.add(pid)
|
| 611 |
+
slug = data.get("insurer_slug", "")
|
| 612 |
+
if slug == "regulatory":
|
| 613 |
+
continue
|
| 614 |
+
pkey = _product_key_of_cov(pid)
|
| 615 |
+
if pkey in seen_product_keys:
|
| 616 |
+
continue
|
| 617 |
+
seen_product_keys.add(pkey)
|
| 618 |
+
name = data.get("policy_name", "") or pid
|
| 619 |
+
url = data.get("source_pdf_url", "")
|
| 620 |
+
if slug not in by_insurer:
|
| 621 |
+
by_insurer[slug] = {"products": set(), "names": [], "chunks": 0}
|
| 622 |
+
by_insurer[slug]["products"].add(pkey)
|
| 623 |
+
if name not in by_insurer[slug]["names"]:
|
| 624 |
+
by_insurer[slug]["names"].append(name)
|
| 625 |
+
by_insurer[slug]["chunks"] += 1
|
| 626 |
+
if url and (slug, name) not in policy_urls:
|
| 627 |
+
policy_urls[(slug, name)] = url
|
| 628 |
+
|
| 629 |
+
# Pass 2: curated-facts policies that have no extracted counterpart
|
| 630 |
+
for curated_pid, data in curated_facts.items():
|
| 631 |
+
if curated_pid != data.get("policy_id", curated_pid):
|
| 632 |
+
continue # permutation alias
|
| 633 |
+
if curated_pid in seen_policy_ids:
|
| 634 |
+
continue
|
| 635 |
+
if any(eid.startswith(curated_pid + "__") for eid in seen_policy_ids):
|
| 636 |
+
continue
|
| 637 |
+
seen_policy_ids.add(curated_pid)
|
| 638 |
+
slug = data.get("insurer_slug", "")
|
| 639 |
+
if slug == "regulatory":
|
| 640 |
+
continue
|
| 641 |
+
# Curated entries don't have a __doctype suffix, so use the full
|
| 642 |
+
# policy_id as the product_key.
|
| 643 |
+
pkey = curated_pid
|
| 644 |
+
if pkey in seen_product_keys:
|
| 645 |
+
continue
|
| 646 |
+
seen_product_keys.add(pkey)
|
| 647 |
+
name = data.get("policy_name", "") or curated_pid
|
| 648 |
+
url = data.get("source_pdf_url", "")
|
| 649 |
+
if slug not in by_insurer:
|
| 650 |
+
by_insurer[slug] = {"products": set(), "names": [], "chunks": 0}
|
| 651 |
+
by_insurer[slug]["products"].add(pkey)
|
| 652 |
+
if name not in by_insurer[slug]["names"]:
|
| 653 |
+
by_insurer[slug]["names"].append(name)
|
| 654 |
+
by_insurer[slug]["chunks"] += 1
|
| 655 |
+
if url and (slug, name) not in policy_urls:
|
| 656 |
+
policy_urls[(slug, name)] = url
|
| 657 |
|
| 658 |
insurers_out = []
|
| 659 |
total_policies = 0
|
|
|
|
| 663 |
# and cited in chat answers β they just don't show in the marketplace.
|
| 664 |
if slug == "regulatory":
|
| 665 |
continue
|
| 666 |
+
# KI-135 β count by product_key set (matches /api/policies/all); use
|
| 667 |
+
# the names list for the sample display ordered by first occurrence.
|
| 668 |
+
product_count = len(info["products"])
|
| 669 |
+
sample_names = sorted(info["names"])[:8]
|
| 670 |
+
total_policies += product_count
|
| 671 |
name, home_url = insurer_meta.get(slug, (slug, ""))
|
| 672 |
sample_entries = [
|
| 673 |
PolicyEntry(name=p, source_url=policy_urls.get((slug, p), ""))
|
| 674 |
+
for p in sample_names
|
| 675 |
]
|
| 676 |
insurers_out.append(
|
| 677 |
InsurerCoverage(
|
| 678 |
slug=slug,
|
| 679 |
name=name,
|
| 680 |
home_url=home_url,
|
| 681 |
+
policy_count=product_count,
|
| 682 |
sample_policies=sample_entries,
|
| 683 |
)
|
| 684 |
)
|