{"schema_version":"onlylabs.public_signal.v1","title":"Replicate Writing: Streaming output for language models","description":"Replicate writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/7333480c-8acc-459e-9efd-9612c81a69bc","json_url":"https://onlylabs.fyi/signals/7333480c-8acc-459e-9efd-9612c81a69bc/signal.json","generated_at":"2026-06-07T21:16:59.74007+00:00","org":{"slug":"replicate","name":"Replicate","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/replicate","dossier_json_url":"https://onlylabs.fyi/labs/replicate/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/7333480c-8acc-459e-9efd-9612c81a69bc","signal_json":"https://onlylabs.fyi/signals/7333480c-8acc-459e-9efd-9612c81a69bc/signal.json","source":"https://replicate.com/blog/streaming","lab_dossier":"https://onlylabs.fyi/labs/replicate","lab_dossier_json":"https://onlylabs.fyi/labs/replicate/dossier.json","analysis":"https://onlylabs.fyi/analysis/replicate","analysis_json":"https://onlylabs.fyi/analysis/replicate/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/replicate/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Replicate published Streaming output for language models. This talking signal gives public context for research themes, product direction, policy, or launch framing. 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for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/7333480c-8acc-459e-9efd-9612c81a69bc/signal.json","required":true},{"label":"source","url":"https://replicate.com/blog/streaming","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/replicate/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/replicate/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/talking/signals.json?category=neocloud","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Replicate's writing signal \"Streaming output for language models\" for neocloud strategy."},"semantic_triples":[{"subject":"Replicate","predicate":"published","object":"Streaming output for language models","text":"Replicate published Streaming output for language models."},{"subject":"Streaming output for language models","predicate":"is classified as","object":"writing signal","text":"Streaming output for language models is classified as writing signal."},{"subject":"Streaming output for language models","predicate":"belongs to","object":"talking desk","text":"Streaming output for language models belongs to talking desk."},{"subject":"Streaming output for language models","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Streaming output for language models has evidence coverage 1 captured evidence page."},{"subject":"Streaming output for language models","predicate":"has captured page count","object":"1","text":"Streaming output for language models has captured page count 1."},{"subject":"Streaming output for language models","predicate":"has readable page count","object":"1","text":"Streaming output for language models has readable page count 1."},{"subject":"Streaming output for language models","predicate":"has related signal count","object":"6","text":"Streaming output for language models has related signal count 6."},{"subject":"Streaming output for language models","predicate":"has analysis playbook objective","object":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","text":"Streaming output for language models has analysis playbook objective Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.."},{"subject":"Streaming output for language models","predicate":"has source host","object":"replicate.com","text":"Streaming output for language models has source host replicate.com."},{"subject":"Streaming output for language models","predicate":"has lab","object":"Replicate","text":"Streaming output for language models has lab Replicate."},{"subject":"Streaming output for language models","predicate":"has signal desk","object":"talking","text":"Streaming output for language models has signal desk talking."},{"subject":"Streaming output for language models","predicate":"has source host","object":"replicate.com","text":"Streaming output for language models has source host replicate.com."}]},"intelligence":{"signal_desk":"talking","answer":"Replicate published Streaming output for language models. This talking signal gives public context for research themes, product direction, policy, or launch framing. 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That’s not just a dramatic visual effect to make it look like there’s a robot typing on the other side of the conversation. That’s actually the language model generating tokens one at a time, and streaming them back to you while it’s running. Replicate already provides ways for you to receive incremental updates as your predictions are running, through polling and webhooks . But those aren’t always the most efficient methods to get updates from a running model. When you’re building something like a chat app, what you really need is a live-updating event stream. Replicate’s API now supports server-sent event streams for language models. This lets you update your app live, as the model is running. In this post we’ll show you how to consume streaming responses from language models on Replicate. How streaming works At a high level, consuming an event stream on Replicate works like this: You create a prediction with the stream..."},"evidence_pages":[{"url":"https://replicate.com/blog/streaming","final_url":"https://replicate.com/blog/streaming","title":"Streaming output for language models","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:16:59.74007+00:00","bytes":45084,"raw_path":"d0a0165edf86b5c084dbc6e8595522477e1b950903da98579be3b8159b7af736.html","content_hash":"afd9b7c1a7499233c542cbc909063fb27c220a01f5957451aafaf3536a05a111","excerpt_chars":1200,"truncated":true,"excerpt":"Streaming output for language models – Replicate blog Replicate Blog Streaming output for language models Posted August 14, 2023 by zeke You know when you’re using ChatGPT or Vercel’s AI playground and it returns an animated response, rendered word by word? That’s not just a dramatic visual effect to make it look like there’s a robot typing on the other side of the conversation. That’s actually the language model generating tokens one at a time, and streaming them back to you while it’s running. Replicate already provides ways for you to receive incremental updates as your predictions are running, through polling and webhooks . But those aren’t always the most efficient methods to get updates from a running model. When you’re building something like a chat app, what you really need is a live-updating event stream. Replicate’s API now supports server-sent event streams for language models. This lets you update your app live, as the model is running. In this post we’ll show you how to consume streaming responses from language models on Replicate. How streaming works At a high level, consuming an event stream on Replicate works like this: You create a prediction with the stream..."}],"related_signals":[{"id":"d6e8d53e-0828-4603-8c02-de9ddc8bb0f3","url":"https://onlylabs.fyi/signals/d6e8d53e-0828-4603-8c02-de9ddc8bb0f3","source_url":"https://replicate.com/blog/grok-imagine","title":"How to prompt Grok Imagine Video 1.5","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-05-21T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:10.415923+00:00","date_source":"rss.item_date"},{"id":"0e34b741-f8ae-4be3-ad69-15d851d6d977","url":"https://onlylabs.fyi/signals/0e34b741-f8ae-4be3-ad69-15d851d6d977","source_url":"https://replicate.com/blog/seedance-2","title":"How to make remarkable videos with Seedance 2.0","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-04-15T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:10.415923+00:00","date_source":"rss.item_date"},{"id":"0e40f2b5-8bdf-4299-a1a4-2d6775485512","url":"https://onlylabs.fyi/signals/0e40f2b5-8bdf-4299-a1a4-2d6775485512","source_url":"https://replicate.com/blog/how-to-prompt-seedream-5","title":"How to prompt Seedream 5.0","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-02-24T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:10.415923+00:00","date_source":"rss.item_date"},{"id":"f8e5c783-40af-4053-9996-6c859024e782","url":"https://onlylabs.fyi/signals/f8e5c783-40af-4053-9996-6c859024e782","source_url":"https://replicate.com/blog/recraft-v4","title":"Recraft V4: image generation with design taste","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-02-18T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:10.415923+00:00","date_source":"rss.item_date"},{"id":"1e85c73e-e6ef-4abd-815f-1f3ead0721e2","url":"https://onlylabs.fyi/signals/1e85c73e-e6ef-4abd-815f-1f3ead0721e2","source_url":"https://replicate.com/blog/isaac-01","title":"Run Isaac 0.1 on Replicate","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2025-11-26T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:10.415923+00:00","date_source":"rss.item_date"},{"id":"a9d0fd6c-269f-4086-9ca0-c8831c773577","url":"https://onlylabs.fyi/signals/a9d0fd6c-269f-4086-9ca0-c8831c773577","source_url":"https://replicate.com/blog/run-flux-2-on-replicate","title":"Run FLUX.2 on Replicate","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2025-11-25T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:10.415923+00:00","date_source":"rss.item_date"}]}