{"schema_version":"onlylabs.public_signal.v1","title":"Anthropic Repo: anthropics/anthropic-retrieval-demo","description":"Anthropic repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/2ed0dbaa-ee5b-4843-b047-2603509529b6","json_url":"https://onlylabs.fyi/signals/2ed0dbaa-ee5b-4843-b047-2603509529b6/signal.json","generated_at":"2026-06-11T03:59:54.737419+00:00","org":{"slug":"anthropic","name":"Anthropic","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/anthropic","dossier_json_url":"https://onlylabs.fyi/labs/anthropic/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/2ed0dbaa-ee5b-4843-b047-2603509529b6","signal_json":"https://onlylabs.fyi/signals/2ed0dbaa-ee5b-4843-b047-2603509529b6/signal.json","source":"https://github.com/anthropics/anthropic-retrieval-demo","lab_dossier":"https://onlylabs.fyi/labs/anthropic","lab_dossier_json":"https://onlylabs.fyi/labs/anthropic/dossier.json","analysis":"https://onlylabs.fyi/analysis/anthropic","analysis_json":"https://onlylabs.fyi/analysis/anthropic/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/anthropic/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"},{"key":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals","json_url":"https://onlylabs.fyi/data-radar/evals/signals.json"}]}},"answer_pack":{"answer":"Anthropic published anthropics/anthropic-retrieval-demo (Python). 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evidence page."},{"subject":"anthropics/anthropic-retrieval-demo","predicate":"matches data-business lanes","object":"Data demand, Evals and quality","text":"anthropics/anthropic-retrieval-demo matches data-business lanes Data demand, Evals and quality."},{"subject":"anthropics/anthropic-retrieval-demo","predicate":"has captured page count","object":"1","text":"anthropics/anthropic-retrieval-demo has captured page count 1."},{"subject":"anthropics/anthropic-retrieval-demo","predicate":"has readable page count","object":"1","text":"anthropics/anthropic-retrieval-demo has readable page count 1."},{"subject":"anthropics/anthropic-retrieval-demo","predicate":"has related signal count","object":"6","text":"anthropics/anthropic-retrieval-demo has related signal count 6."},{"subject":"anthropics/anthropic-retrieval-demo","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work 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This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo anthropics/anthropic-retrieval-demo · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals. 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Language: Python License: MIT Stars: 195 Forks: 50 Open issues: 12 Created: 2023-09-08T23:41:15Z Pushed: 2024-06-30T19:18:19Z Default branch: main Fork: no Archived: yes README: Claude Search and Retrieval Demo [Experimental] Introduction Lightweight demo using the Anthropic Python SDK to experiment with Claude's Search and Retrieval capabilities over a variety of knowledge bases (Elasticsearch, vector databases, web search, and Wikipedia). In this demo, we explore an alternative to tradional retrieval-augmented generation (RAG) techniques. 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