{"schema_version":"onlylabs.public_signal.v1","title":"Replicate Writing: How to run Yi chat models with an API","description":"Replicate writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/4110d7fe-b75b-4ff7-a3a1-a0f75dcd84ee","json_url":"https://onlylabs.fyi/signals/4110d7fe-b75b-4ff7-a3a1-a0f75dcd84ee/signal.json","generated_at":"2026-06-07T21:16:37.820036+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/4110d7fe-b75b-4ff7-a3a1-a0f75dcd84ee","signal_json":"https://onlylabs.fyi/signals/4110d7fe-b75b-4ff7-a3a1-a0f75dcd84ee/signal.json","source":"https://replicate.com/blog/run-yi-chat-with-api","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 How to run Yi chat models with an API. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: How to run Yi chat models with an API – Replicate blog Replicate Blog How to run Yi chat models with an API Posted November 23, 2023 by nateraw The Yi series models are.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","signal_desk":"talking","source_context":{"source_url":"https://replicate.com/blog/run-yi-chat-with-api","source_host":"replicate.com","occurred_at":"2023-11-23T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:10.415923+00:00","date_source":"rss.item_date","context":null},"context_markers":[{"label":"Lab","value":"Replicate","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"replicate.com","source":"source"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://replicate.com/blog/run-yi-chat-with-api"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-07T21:16:37.820036+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/4110d7fe-b75b-4ff7-a3a1-a0f75dcd84ee/signal.json","dossier_json":"https://onlylabs.fyi/labs/replicate/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/replicate/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/replicate/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neocloud","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","evidence_focus":["post title","source URL","captured page text","HN traction","linked model or paper references","publication date"],"extraction_questions":["Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Which writing reframes a recent release, model, hiring wave, or policy stance?","Which posts mention data, evals, infrastructure, safety, or deployment workflows?"],"signal_questions":["What public theme, launch framing, or research direction does this writing signal expose?","Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Do the 6 related writing signals show a repeated pattern?"],"output_fields":["org","theme","public_framing","traction","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; 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/4110d7fe-b75b-4ff7-a3a1-a0f75dcd84ee/signal.json","required":true},{"label":"source","url":"https://replicate.com/blog/run-yi-chat-with-api","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 \"How to run Yi chat models with an API\" for neocloud strategy."},"semantic_triples":[{"subject":"Replicate","predicate":"published","object":"How to run Yi chat models with an API","text":"Replicate published How to run Yi chat models with an API."},{"subject":"How to run Yi chat models with an API","predicate":"is classified as","object":"writing signal","text":"How to run Yi chat models with an API is classified as writing signal."},{"subject":"How to run Yi chat models with an API","predicate":"belongs to","object":"talking desk","text":"How to run Yi chat models with an API belongs to talking desk."},{"subject":"How to run Yi chat models with an API","predicate":"has evidence coverage","object":"1 captured evidence page","text":"How to run Yi chat models with an API has evidence coverage 1 captured evidence page."},{"subject":"How to run Yi chat models with an API","predicate":"has captured page count","object":"1","text":"How to run Yi chat models with an API has captured page count 1."},{"subject":"How to run Yi chat models with an API","predicate":"has readable page count","object":"1","text":"How to run Yi chat models with an API has readable page count 1."},{"subject":"How to run Yi chat models with an API","predicate":"has related signal count","object":"6","text":"How to run Yi chat models with an API has related signal count 6."},{"subject":"How to run Yi chat models with an API","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":"How to run Yi chat models with an API 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":"How to run Yi chat models with an API","predicate":"has source host","object":"replicate.com","text":"How to run Yi chat models with an API has source host replicate.com."},{"subject":"How to run Yi chat models with an API","predicate":"has lab","object":"Replicate","text":"How to run Yi chat models with an API has lab Replicate."},{"subject":"How to run Yi chat models with an API","predicate":"has signal desk","object":"talking","text":"How to run Yi chat models with an API has signal desk talking."},{"subject":"How to run Yi chat models with an API","predicate":"has source host","object":"replicate.com","text":"How to run Yi chat models with an API has source host replicate.com."},{"subject":"How to run Yi chat models with an API","predicate":"has watch term","object":"Eval methodology","text":"How to run Yi chat models with an API has watch term Eval methodology."},{"subject":"How to run Yi chat models with an API","predicate":"has watch term","object":"Model card","text":"How to run Yi chat models with an API has watch term Model card."}]},"intelligence":{"signal_desk":"talking","answer":"Replicate published How to run Yi chat models with an API. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: How to run Yi chat models with an API – Replicate blog Replicate Blog How to run Yi chat models with an API Posted November 23, 2023 by nateraw The Yi series models are.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"Replicate","predicate":"published","object":"How to run Yi chat models with an API","text":"Replicate published How to run Yi chat models with an API."},{"subject":"How to run Yi chat models with an API","predicate":"is classified as","object":"writing signal","text":"How to run Yi chat models with an API is classified as writing signal."},{"subject":"How to run Yi chat models with an API","predicate":"belongs to","object":"talking desk","text":"How to run Yi chat models with an API belongs to talking desk."},{"subject":"How to run Yi chat models with an API","predicate":"has evidence coverage","object":"1 captured evidence page","text":"How to run Yi chat models with an API has evidence coverage 1 captured evidence page."}]},"signal":{"id":"4110d7fe-b75b-4ff7-a3a1-a0f75dcd84ee","url":"https://onlylabs.fyi/signals/4110d7fe-b75b-4ff7-a3a1-a0f75dcd84ee","json_url":"https://onlylabs.fyi/signals/4110d7fe-b75b-4ff7-a3a1-a0f75dcd84ee/signal.json","source_url":"https://replicate.com/blog/run-yi-chat-with-api","title":"How to run Yi chat models with an API","summary":"Replicate published a writing signal. onlylabs watches public writing for research themes, product direction, and model-launch context.","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2023-11-23T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:10.415923+00:00","date_source":"rss.item_date","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://replicate.com/blog/run-yi-chat-with-api"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://replicate.com/blog/run-yi-chat-with-api","final_url":"https://replicate.com/blog/run-yi-chat-with-api","title":"How to run Yi chat models with an API","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:16:37.820036+00:00","bytes":27649,"raw_path":"8793c8da80098531dd3e22ff01a246e799a8cd8d57d488e7ca15a4f350e9591b.html","content_hash":"fd51e031e2c4cbd91ee2de1381bedcd2ab10ea59c86f51d7fc8f888c5477897e","excerpt_chars":1200,"truncated":true,"excerpt":"How to run Yi chat models with an API – Replicate blog Replicate Blog How to run Yi chat models with an API Posted November 23, 2023 by nateraw The Yi series models are large language models trained from scratch by developers at 01.AI . Today, they’ve released two new models: Yi-6B-Chat and Yi-34B-Chat . These models extend the base models, Yi-6B and Yi-34B , and are fine-tuned for chat completion. Yi-34B currently holds the state-of-the-art for most benchmarks , beating larger models like Llama-70B. How to run Yi-34B-Chat with an API Yi-34B-Chat is on Replicate and you can run it in the cloud with a few lines of code. You can run it with our JavaScript client : Copy import Replicate from \"replicate\" ; const replicate = new Replicate ({ auth: process.env. REPLICATE_API_TOKEN , }); const output = await replicate. run ( \"01-ai/yi-34b-chat:914692bbe8a8e2b91a4e44203e70d170c9c5ccc1359b283c84b0ec8d47819a46\" , { input: { prompt: \"Write a poem about Parmigiano Reggiano.\" , }, } ); Or, our Python client : Copy import replicate output = replicate.run( \"01-ai/yi-34b-chat:914692bbe8a8e2b91a4e44203e70d170c9c5ccc1359b283c84b0ec8d47819a46\" , input = { \"prompt\" : \"Write a poem about Parmigiano..."},"evidence_pages":[{"url":"https://replicate.com/blog/run-yi-chat-with-api","final_url":"https://replicate.com/blog/run-yi-chat-with-api","title":"How to run Yi chat models with an API","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:16:37.820036+00:00","bytes":27649,"raw_path":"8793c8da80098531dd3e22ff01a246e799a8cd8d57d488e7ca15a4f350e9591b.html","content_hash":"fd51e031e2c4cbd91ee2de1381bedcd2ab10ea59c86f51d7fc8f888c5477897e","excerpt_chars":1200,"truncated":true,"excerpt":"How to run Yi chat models with an API – Replicate blog Replicate Blog How to run Yi chat models with an API Posted November 23, 2023 by nateraw The Yi series models are large language models trained from scratch by developers at 01.AI . Today, they’ve released two new models: Yi-6B-Chat and Yi-34B-Chat . These models extend the base models, Yi-6B and Yi-34B , and are fine-tuned for chat completion. Yi-34B currently holds the state-of-the-art for most benchmarks , beating larger models like Llama-70B. How to run Yi-34B-Chat with an API Yi-34B-Chat is on Replicate and you can run it in the cloud with a few lines of code. You can run it with our JavaScript client : Copy import Replicate from \"replicate\" ; const replicate = new Replicate ({ auth: process.env. REPLICATE_API_TOKEN , }); const output = await replicate. run ( \"01-ai/yi-34b-chat:914692bbe8a8e2b91a4e44203e70d170c9c5ccc1359b283c84b0ec8d47819a46\" , { input: { prompt: \"Write a poem about Parmigiano Reggiano.\" , }, } ); Or, our Python client : Copy import replicate output = replicate.run( \"01-ai/yi-34b-chat:914692bbe8a8e2b91a4e44203e70d170c9c5ccc1359b283c84b0ec8d47819a46\" , input = { \"prompt\" : \"Write a poem about Parmigiano..."}],"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"}]}