{"schema_version":"onlylabs.public_signal.v1","title":"Clarifai Repo: Clarifai/examples","description":"Clarifai repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/97eb9200-1227-4aab-adce-61fb0d67e878","json_url":"https://onlylabs.fyi/signals/97eb9200-1227-4aab-adce-61fb0d67e878/signal.json","generated_at":"2026-06-11T04:09:14.772202+00:00","org":{"slug":"clarifai","name":"Clarifai","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/clarifai","dossier_json_url":"https://onlylabs.fyi/labs/clarifai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/97eb9200-1227-4aab-adce-61fb0d67e878","signal_json":"https://onlylabs.fyi/signals/97eb9200-1227-4aab-adce-61fb0d67e878/signal.json","source":"https://github.com/Clarifai/examples","lab_dossier":"https://onlylabs.fyi/labs/clarifai","lab_dossier_json":"https://onlylabs.fyi/labs/clarifai/dossier.json","analysis":"https://onlylabs.fyi/analysis/clarifai","analysis_json":"https://onlylabs.fyi/analysis/clarifai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/clarifai/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":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Clarifai published Clarifai/examples (Jupyter Notebook). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo Clarifai/examples · language Jupyter Notebook. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/Clarifai/examples","source_host":"github.com","occurred_at":"2023-08-23T19:35:37+00:00","first_seen_at":"2026-06-05T22:32:15.505408+00:00","date_source":"source","context":"Jupyter Notebook"},"context_markers":[{"label":"Lab","value":"Clarifai","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"Clarifai/examples","source":"source"},{"label":"Language","value":"Jupyter Notebook","source":"source"},{"label":"Stars","value":"20","source":"traction"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","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/Clarifai/examples"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:09:14.772202+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/97eb9200-1227-4aab-adce-61fb0d67e878/signal.json","dossier_json":"https://onlylabs.fyi/labs/clarifai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/clarifai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/clarifai/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/97eb9200-1227-4aab-adce-61fb0d67e878/signal.json","required":true},{"label":"source","url":"https://github.com/Clarifai/examples","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/clarifai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/clarifai/evidence.json","required":true},{"label":"topic_signals_json","url":null,"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 Clarifai's repo signal \"Clarifai/examples\" for neocloud strategy."},"semantic_triples":[{"subject":"Clarifai","predicate":"published repo","object":"Clarifai/examples","text":"Clarifai published repo Clarifai/examples."},{"subject":"Clarifai/examples","predicate":"is classified as","object":"repo signal","text":"Clarifai/examples is classified as repo signal."},{"subject":"Clarifai/examples","predicate":"belongs to","object":"repos desk","text":"Clarifai/examples belongs to repos desk."},{"subject":"Clarifai/examples","predicate":"has context","object":"Jupyter Notebook","text":"Clarifai/examples has context Jupyter Notebook."},{"subject":"Clarifai/examples","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Clarifai/examples has evidence coverage 1 captured evidence page."},{"subject":"Clarifai/examples","predicate":"has captured page count","object":"1","text":"Clarifai/examples has captured page count 1."},{"subject":"Clarifai/examples","predicate":"has readable page count","object":"1","text":"Clarifai/examples has readable page count 1."},{"subject":"Clarifai/examples","predicate":"has related signal count","object":"6","text":"Clarifai/examples has related signal count 6."},{"subject":"Clarifai/examples","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"Clarifai/examples has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"Clarifai/examples","predicate":"has source host","object":"github.com","text":"Clarifai/examples has source host github.com."},{"subject":"Clarifai/examples","predicate":"has lab","object":"Clarifai","text":"Clarifai/examples has lab Clarifai."},{"subject":"Clarifai/examples","predicate":"has signal desk","object":"repos","text":"Clarifai/examples has signal desk repos."},{"subject":"Clarifai/examples","predicate":"has source host","object":"github.com","text":"Clarifai/examples has source host github.com."},{"subject":"Clarifai/examples","predicate":"has repository","object":"Clarifai/examples","text":"Clarifai/examples has repository Clarifai/examples."},{"subject":"Clarifai/examples","predicate":"has language","object":"Jupyter Notebook","text":"Clarifai/examples has language Jupyter Notebook."},{"subject":"Clarifai/examples","predicate":"has stars","object":"20","text":"Clarifai/examples has stars 20."},{"subject":"Clarifai/examples","predicate":"has watch term","object":"Data pipeline","text":"Clarifai/examples has watch term Data pipeline."},{"subject":"Clarifai/examples","predicate":"has watch term","object":"Infrastructure","text":"Clarifai/examples has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Clarifai published Clarifai/examples (Jupyter Notebook). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo Clarifai/examples · language Jupyter Notebook. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Clarifai","predicate":"published repo","object":"Clarifai/examples","text":"Clarifai published repo Clarifai/examples."},{"subject":"Clarifai/examples","predicate":"is classified as","object":"repo signal","text":"Clarifai/examples is classified as repo signal."},{"subject":"Clarifai/examples","predicate":"belongs to","object":"repos desk","text":"Clarifai/examples belongs to repos desk."},{"subject":"Clarifai/examples","predicate":"has context","object":"Jupyter Notebook","text":"Clarifai/examples has context Jupyter Notebook."},{"subject":"Clarifai/examples","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Clarifai/examples has evidence coverage 1 captured evidence page."}]},"signal":{"id":"97eb9200-1227-4aab-adce-61fb0d67e878","url":"https://onlylabs.fyi/signals/97eb9200-1227-4aab-adce-61fb0d67e878","json_url":"https://onlylabs.fyi/signals/97eb9200-1227-4aab-adce-61fb0d67e878/signal.json","source_url":"https://github.com/Clarifai/examples","title":"Clarifai/examples","summary":"Clarifai published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"clarifai","name":"Clarifai","category":"neocloud"},"occurred_at":"2023-08-23T19:35:37+00:00","first_seen_at":"2026-06-05T22:32:15.505408+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/Clarifai/examples"]},"facets":{"repo":"Clarifai/examples","language":"Jupyter Notebook"},"traction":{"github_stars":20,"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/Clarifai/examples","final_url":"https://github.com/Clarifai/examples","title":"Clarifai/examples repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:09:14.772202+00:00","bytes":26839,"raw_path":"6c125e1dc06b22aa7949c2f00f0303623c4090a10c0c5f6f1ae1fca3844c606f.json","content_hash":"aad25b0191ea82d2662920da9d6d2d4569488cf09723536b96b74205bdb1bdbd","excerpt_chars":1200,"truncated":true,"excerpt":"Clarifai/examples Description: Examples for Clarifai Python SDK and Integrations. Give the repo a star ⭐ Language: Jupyter Notebook License: NOASSERTION Stars: 20 Forks: 5 Open issues: 1 Created: 2023-08-23T19:35:37Z Pushed: 2026-05-07T14:16:59Z Default branch: main Fork: no Archived: no README: ![image](https://github.com/user-attachments/assets/b22c9807-f5e7-49eb-b00d-598e400781af) Clarifai Python SDK and Integrations Examples This is a collection of examples for the [clarifai-python](https://github.com/Clarifai/clarifai-python) SDK and Integrations done with Clarifai SDK. Use these examples to learn Clarifai and build your own robust and scalable AI applications. Experience the power of Clarifai in building Computer Vision , Natual Language processsing , Generative AI applications. [Website](https://www.clarifai.com/) | [Schedule Demo](https://www.clarifai.com/company/schedule-demo) | [Signup for a Free Account](https://clarifai.com/signup) | [API Docs](https://docs.clarifai.com/) | [Clarifai Community](https://clarifai.com/explore) | [Python SDK Docs](https://docs.clarifai.com/python-sdk/api-reference) | [Examples](https://github.com/Clarifai/examples) | [Colab..."},"evidence_pages":[{"url":"https://github.com/Clarifai/examples","final_url":"https://github.com/Clarifai/examples","title":"Clarifai/examples repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:09:14.772202+00:00","bytes":26839,"raw_path":"6c125e1dc06b22aa7949c2f00f0303623c4090a10c0c5f6f1ae1fca3844c606f.json","content_hash":"aad25b0191ea82d2662920da9d6d2d4569488cf09723536b96b74205bdb1bdbd","excerpt_chars":1200,"truncated":true,"excerpt":"Clarifai/examples Description: Examples for Clarifai Python SDK and Integrations. Give the repo a star ⭐ Language: Jupyter Notebook License: NOASSERTION Stars: 20 Forks: 5 Open issues: 1 Created: 2023-08-23T19:35:37Z Pushed: 2026-05-07T14:16:59Z Default branch: main Fork: no Archived: no README: ![image](https://github.com/user-attachments/assets/b22c9807-f5e7-49eb-b00d-598e400781af) Clarifai Python SDK and Integrations Examples This is a collection of examples for the [clarifai-python](https://github.com/Clarifai/clarifai-python) SDK and Integrations done with Clarifai SDK. Use these examples to learn Clarifai and build your own robust and scalable AI applications. Experience the power of Clarifai in building Computer Vision , Natual Language processsing , Generative AI applications. [Website](https://www.clarifai.com/) | [Schedule Demo](https://www.clarifai.com/company/schedule-demo) | [Signup for a Free Account](https://clarifai.com/signup) | [API Docs](https://docs.clarifai.com/) | [Clarifai Community](https://clarifai.com/explore) | [Python SDK Docs](https://docs.clarifai.com/python-sdk/api-reference) | [Examples](https://github.com/Clarifai/examples) | [Colab..."}],"related_signals":[{"id":"f59750d7-149f-4d5e-a7da-d34882a27500","url":"https://onlylabs.fyi/signals/f59750d7-149f-4d5e-a7da-d34882a27500","source_url":"https://github.com/Clarifai/skills","title":"Clarifai/skills","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"clarifai","name":"Clarifai","category":"neocloud"},"occurred_at":"2026-03-26T20:46:06+00:00","first_seen_at":"2026-06-05T22:32:15.505408+00:00","date_source":"source"},{"id":"c4ee3dd1-14cf-4aae-afa0-16d3877c0379","url":"https://onlylabs.fyi/signals/c4ee3dd1-14cf-4aae-afa0-16d3877c0379","source_url":"https://github.com/Clarifai/pipeline-examples","title":"Clarifai/pipeline-examples","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"clarifai","name":"Clarifai","category":"neocloud"},"occurred_at":"2026-01-15T15:46:39+00:00","first_seen_at":"2026-06-05T22:32:15.505408+00:00","date_source":"source"},{"id":"2f25f002-0ddb-4005-81e7-8c13a4a65733","url":"https://onlylabs.fyi/signals/2f25f002-0ddb-4005-81e7-8c13a4a65733","source_url":"https://github.com/Clarifai/pipeline-engine","title":"Clarifai/pipeline-engine","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"clarifai","name":"Clarifai","category":"neocloud"},"occurred_at":"2025-07-15T19:15:16+00:00","first_seen_at":"2026-06-05T22:32:15.505408+00:00","date_source":"source"},{"id":"c7b16a2b-418d-4ef5-8c03-a52084485fca","url":"https://onlylabs.fyi/signals/c7b16a2b-418d-4ef5-8c03-a52084485fca","source_url":"https://github.com/Clarifai/langchain_clarifai","title":"Clarifai/langchain_clarifai","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"clarifai","name":"Clarifai","category":"neocloud"},"occurred_at":"2025-06-24T13:59:27+00:00","first_seen_at":"2026-06-05T22:32:15.505408+00:00","date_source":"source"},{"id":"f9f513a1-a61b-44d1-8828-1311f67619cd","url":"https://onlylabs.fyi/signals/f9f513a1-a61b-44d1-8828-1311f67619cd","source_url":"https://github.com/Clarifai/clarifai-mcp-server-local","title":"Clarifai/clarifai-mcp-server-local","context":"Go","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"clarifai","name":"Clarifai","category":"neocloud"},"occurred_at":"2025-04-08T20:26:44+00:00","first_seen_at":"2026-06-05T22:32:15.505408+00:00","date_source":"source"},{"id":"58de4659-c6cd-4eca-b172-d4931bca73b4","url":"https://onlylabs.fyi/signals/58de4659-c6cd-4eca-b172-d4931bca73b4","source_url":"https://github.com/Clarifai/runners-examples","title":"Clarifai/runners-examples","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"clarifai","name":"Clarifai","category":"neocloud"},"occurred_at":"2025-03-28T14:53:32+00:00","first_seen_at":"2026-06-05T22:32:15.505408+00:00","date_source":"source"}]}