{"id":90715,"topic":"ai","source":"Oracle Blogs","title":"LiveKit Agents Framework: Real-Time Outbound Voice AI on Oracle Cloud Infrastructure - Oracle Blogs","url":"https://blogs.oracle.com/ai-and-datascience/livekit-agents-real-time-voice-ai-on-oci","url_hash":"82cc586a564e9497afc5344e2e386269d4fc1ec7","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMijAFBVV95cUxNa0c5d0laVFU0djY3ajNkUWNoN0VvTEZ1cUU1UDVKdHRHbE4wbjA0TDVLZ29laldRVGxPZGtXNDlhaXJYSjZMb3g4dFZjQko1VW90LVdIeDB4elJLdVBzeGxEZjlQVmpaQzQ0ZDlLSTJfbUhXSWlqWjhaWVRzd0dDbkpvSDVqb0tOLWlyTg?oc=5\" target=\"_blank\">LiveKit Agents Framework: Real-Time Outbound Voice AI on Oracle Cloud Infrastructure</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Oracle Blogs</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-09-26T10:10:15+00:00","fetched_at":"2026-09-26T11:15:05+00:00","status":"read","starred":0,"extract_state":"failed","summary_auto":null,"cluster_id":null,"extract_retries":2,"extract_error":"http_403","contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://blogs.oracle.com/ai-and-datascience/livekit-agents-real-time-voice-ai-on-oci","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"failed","confidence":0.0,"failure_kind":"http","retryable":false,"retry_after_attempts":0,"reason":"Low confidence: HTTP extraction failure (http_403).","operator_guidance":{"severity":"action_required","recommended_action":"manual_review","next_step":"Open diagnostics and review the original source manually before use.","operator_label":"Manual review","can_retry":false,"can_use_summary":false,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":404,"usable_text_length":404,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"http_403","extract_retries":2,"content_length":0,"summary_length":404}},"news_item":{"id":90715,"canonical_url":"https://blogs.oracle.com/ai-and-datascience/livekit-agents-real-time-voice-ai-on-oci","source_url":"https://blogs.oracle.com/ai-and-datascience/livekit-agents-real-time-voice-ai-on-oci","title":"LiveKit Agents Framework: Real-Time Outbound Voice AI on Oracle Cloud Infrastructure - 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