{"schema_version":"onlylabs.public_signal.v1","title":"Arcee AI Fork: arcee-ai/pipelines","description":"Arcee AI fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/739cdf1f-418d-457c-8c03-f211d133d002","json_url":"https://onlylabs.fyi/signals/739cdf1f-418d-457c-8c03-f211d133d002/signal.json","generated_at":"2026-06-11T02:54:23.434293+00:00","org":{"slug":"arcee","name":"Arcee AI","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/arcee","dossier_json_url":"https://onlylabs.fyi/labs/arcee/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/739cdf1f-418d-457c-8c03-f211d133d002","signal_json":"https://onlylabs.fyi/signals/739cdf1f-418d-457c-8c03-f211d133d002/signal.json","source":"https://github.com/arcee-ai/pipelines","lab_dossier":"https://onlylabs.fyi/labs/arcee","lab_dossier_json":"https://onlylabs.fyi/labs/arcee/dossier.json","analysis":"https://onlylabs.fyi/analysis/arcee","analysis_json":"https://onlylabs.fyi/analysis/arcee/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/arcee/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":"https://onlylabs.fyi/topics/forks","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"Arcee AI forked arcee-ai/pipelines (forked from open-webui/pipelines). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo arcee-ai/pipelines · parent open-webui/pipelines · trivial fork, low stars. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/arcee-ai/pipelines","source_host":"github.com","occurred_at":"2025-02-17T16:02:04+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source","context":"forked from open-webui/pipelines"},"context_markers":[{"label":"Lab","value":"Arcee AI","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"arcee-ai/pipelines","source":"source"},{"label":"Parent","value":"open-webui/pipelines","source":"source"},{"label":"Stars","value":"1","source":"traction"},{"label":"Notability","value":"trivial fork, low stars","source":"signal"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","source":"evidence"}],"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://github.com/arcee-ai/pipelines"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:54:23.434293+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/739cdf1f-418d-457c-8c03-f211d133d002/signal.json","dossier_json":"https://onlylabs.fyi/labs/arcee/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/arcee/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/arcee/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neolab","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","evidence_focus":["forked parent repo","repo owner","language","description","stars","org and recency"],"extraction_questions":["Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Which low-profile forks could precede a release or hiring wave?","Which labs are converging on the same technical adjacency?"],"signal_questions":["What upstream dependency or technical adjacency does this fork reveal?","Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Do the 6 related fork signals show a repeated pattern?"],"output_fields":["org","upstream_repo","language","technical_theme","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/739cdf1f-418d-457c-8c03-f211d133d002/signal.json","required":true},{"label":"source","url":"https://github.com/arcee-ai/pipelines","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/arcee/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/arcee/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/forks/signals.json?category=neolab","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 Arcee AI's fork signal \"arcee-ai/pipelines\" for neolab strategy."},"semantic_triples":[{"subject":"Arcee AI","predicate":"forked","object":"arcee-ai/pipelines","text":"Arcee AI forked arcee-ai/pipelines."},{"subject":"arcee-ai/pipelines","predicate":"is classified as","object":"fork signal","text":"arcee-ai/pipelines is classified as fork signal."},{"subject":"arcee-ai/pipelines","predicate":"belongs to","object":"forks desk","text":"arcee-ai/pipelines belongs to forks desk."},{"subject":"arcee-ai/pipelines","predicate":"has context","object":"forked from open-webui/pipelines","text":"arcee-ai/pipelines has context forked from open-webui/pipelines."},{"subject":"arcee-ai/pipelines","predicate":"has evidence coverage","object":"1 captured evidence page","text":"arcee-ai/pipelines has evidence coverage 1 captured evidence page."},{"subject":"arcee-ai/pipelines","predicate":"has captured page count","object":"1","text":"arcee-ai/pipelines has captured page count 1."},{"subject":"arcee-ai/pipelines","predicate":"has readable page count","object":"1","text":"arcee-ai/pipelines has readable page count 1."},{"subject":"arcee-ai/pipelines","predicate":"has related signal count","object":"6","text":"arcee-ai/pipelines has related signal count 6."},{"subject":"arcee-ai/pipelines","predicate":"has analysis playbook objective","object":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","text":"arcee-ai/pipelines has analysis playbook objective Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.."},{"subject":"arcee-ai/pipelines","predicate":"has source host","object":"github.com","text":"arcee-ai/pipelines has source host github.com."},{"subject":"arcee-ai/pipelines","predicate":"has lab","object":"Arcee AI","text":"arcee-ai/pipelines has lab Arcee AI."},{"subject":"arcee-ai/pipelines","predicate":"has signal desk","object":"forks","text":"arcee-ai/pipelines has signal desk forks."},{"subject":"arcee-ai/pipelines","predicate":"has source host","object":"github.com","text":"arcee-ai/pipelines has source host github.com."},{"subject":"arcee-ai/pipelines","predicate":"has repository","object":"arcee-ai/pipelines","text":"arcee-ai/pipelines has repository arcee-ai/pipelines."},{"subject":"arcee-ai/pipelines","predicate":"has parent","object":"open-webui/pipelines","text":"arcee-ai/pipelines has parent open-webui/pipelines."},{"subject":"arcee-ai/pipelines","predicate":"has stars","object":"1","text":"arcee-ai/pipelines has stars 1."},{"subject":"arcee-ai/pipelines","predicate":"has notability","object":"trivial fork, low stars","text":"arcee-ai/pipelines has notability trivial fork, low stars."},{"subject":"arcee-ai/pipelines","predicate":"has watch term","object":"Data pipeline","text":"arcee-ai/pipelines has watch term Data pipeline."}]},"intelligence":{"signal_desk":"forks","answer":"Arcee AI forked arcee-ai/pipelines (forked from open-webui/pipelines). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo arcee-ai/pipelines · parent open-webui/pipelines · trivial fork, low stars. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"Arcee AI","predicate":"forked","object":"arcee-ai/pipelines","text":"Arcee AI forked arcee-ai/pipelines."},{"subject":"arcee-ai/pipelines","predicate":"is classified as","object":"fork signal","text":"arcee-ai/pipelines is classified as fork signal."},{"subject":"arcee-ai/pipelines","predicate":"belongs to","object":"forks desk","text":"arcee-ai/pipelines belongs to forks desk."},{"subject":"arcee-ai/pipelines","predicate":"has context","object":"forked from open-webui/pipelines","text":"arcee-ai/pipelines has context forked from open-webui/pipelines."},{"subject":"arcee-ai/pipelines","predicate":"has evidence coverage","object":"1 captured evidence page","text":"arcee-ai/pipelines has evidence coverage 1 captured evidence page."}]},"signal":{"id":"739cdf1f-418d-457c-8c03-f211d133d002","url":"https://onlylabs.fyi/signals/739cdf1f-418d-457c-8c03-f211d133d002","json_url":"https://onlylabs.fyi/signals/739cdf1f-418d-457c-8c03-f211d133d002/signal.json","source_url":"https://github.com/arcee-ai/pipelines","title":"arcee-ai/pipelines","summary":"Arcee AI forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from open-webui/pipelines","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-02-17T16:02:04+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source","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://github.com/arcee-ai/pipelines"]},"facets":{"repo":"arcee-ai/pipelines","parent":"open-webui/pipelines"},"traction":{"github_stars":1,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/arcee-ai/pipelines","final_url":"https://github.com/arcee-ai/pipelines","title":"arcee-ai/pipelines repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:54:23.434293+00:00","bytes":27713,"raw_path":"47495aec8d58eafca7e1ae2706100a0d9fdb53b94416978fc6fdbe30aed2fd45.json","content_hash":"06a68aab03fa7b106d63efdd5555e40878bd89e64b9011032db05ed07447b6b7","excerpt_chars":1200,"truncated":true,"excerpt":"arcee-ai/pipelines Description: Pipelines: Versatile, UI-Agnostic OpenAI-Compatible Plugin Framework License: MIT Stars: 1 Forks: 0 Open issues: 0 Created: 2025-02-17T16:02:04Z Pushed: 2025-02-14T21:45:25Z Default branch: main Fork: yes Parent repository: open-webui/pipelines Archived: no README: <p align=\"center\"> <a href=\"#\"><img src=\"./docs/images/header.png\" alt=\"Pipelines Logo\"></a> </p> Pipelines: UI-Agnostic OpenAI API Plugin Framework > [!TIP] > If your goal is simply to add support for additional providers like Anthropic or basic filters, you likely don't need Pipelines . For those cases, Open WebUI Functions are a better fit—it's built-in, much more convenient, and easier to configure. Pipelines, however, comes into play when you're dealing with computationally heavy tasks (e.g., running large models or complex logic) that you want to offload from your main Open WebUI instance for better performance and scalability. Welcome to **Pipelines**, an [Open WebUI](https://github.com/open-webui) initiative. Pipelines bring modular, customizable workflows to any UI client supporting OpenAI API specs – and much more! Easily extend functionalities, integrate unique logic, and..."},"evidence_pages":[{"url":"https://github.com/arcee-ai/pipelines","final_url":"https://github.com/arcee-ai/pipelines","title":"arcee-ai/pipelines repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:54:23.434293+00:00","bytes":27713,"raw_path":"47495aec8d58eafca7e1ae2706100a0d9fdb53b94416978fc6fdbe30aed2fd45.json","content_hash":"06a68aab03fa7b106d63efdd5555e40878bd89e64b9011032db05ed07447b6b7","excerpt_chars":1200,"truncated":true,"excerpt":"arcee-ai/pipelines Description: Pipelines: Versatile, UI-Agnostic OpenAI-Compatible Plugin Framework License: MIT Stars: 1 Forks: 0 Open issues: 0 Created: 2025-02-17T16:02:04Z Pushed: 2025-02-14T21:45:25Z Default branch: main Fork: yes Parent repository: open-webui/pipelines Archived: no README: <p align=\"center\"> <a href=\"#\"><img src=\"./docs/images/header.png\" alt=\"Pipelines Logo\"></a> </p> Pipelines: UI-Agnostic OpenAI API Plugin Framework > [!TIP] > If your goal is simply to add support for additional providers like Anthropic or basic filters, you likely don't need Pipelines . For those cases, Open WebUI Functions are a better fit—it's built-in, much more convenient, and easier to configure. Pipelines, however, comes into play when you're dealing with computationally heavy tasks (e.g., running large models or complex logic) that you want to offload from your main Open WebUI instance for better performance and scalability. Welcome to **Pipelines**, an [Open WebUI](https://github.com/open-webui) initiative. Pipelines bring modular, customizable workflows to any UI client supporting OpenAI API specs – and much more! Easily extend functionalities, integrate unique logic, and..."}],"related_signals":[{"id":"8da333a0-40e4-4208-b8bb-5cdd92073433","url":"https://onlylabs.fyi/signals/8da333a0-40e4-4208-b8bb-5cdd92073433","source_url":"https://github.com/arcee-ai/prime-rl","title":"arcee-ai/prime-rl","context":"forked from PrimeIntellect-ai/prime-rl","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-11-11T00:08:20+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"},{"id":"89e50509-9779-4e1f-929c-37903ad8c974","url":"https://onlylabs.fyi/signals/89e50509-9779-4e1f-929c-37903ad8c974","source_url":"https://github.com/arcee-ai/transformers","title":"arcee-ai/transformers","context":"forked from huggingface/transformers","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-06-04T21:20:39+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"},{"id":"bd2889f5-890b-45f4-b741-f065c88d9627","url":"https://onlylabs.fyi/signals/bd2889f5-890b-45f4-b741-f065c88d9627","source_url":"https://github.com/arcee-ai/heyarcee-theme","title":"arcee-ai/heyarcee-theme","context":"forked from chralp/heyburrito-theme","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-03-06T21:15:10+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"},{"id":"b8e86094-a097-4dc9-b9d5-8ade56cc394e","url":"https://onlylabs.fyi/signals/b8e86094-a097-4dc9-b9d5-8ade56cc394e","source_url":"https://github.com/arcee-ai/heyarcee","title":"arcee-ai/heyarcee","context":"forked from chralp/heyburrito","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-03-06T21:10:14+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"},{"id":"f3e69798-2c5d-4ffe-b093-6fcccaf8ed63","url":"https://onlylabs.fyi/signals/f3e69798-2c5d-4ffe-b093-6fcccaf8ed63","source_url":"https://github.com/arcee-ai/token.js","title":"arcee-ai/token.js","context":"forked from token-js/token.js","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-02-11T03:09:39+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"},{"id":"ca31d7f7-3a14-4693-89db-7983dbdf710b","url":"https://onlylabs.fyi/signals/ca31d7f7-3a14-4693-89db-7983dbdf710b","source_url":"https://github.com/arcee-ai/spectrum","title":"arcee-ai/spectrum","context":"forked from QuixiAI/spectrum","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-02-06T01:50:19+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"}]}