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Console contract, rag-sec-tutorial, and removal of the one-click RAG packs - #7
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…runs step by step labagent launch rag-sec-tutorial uploads the notebooks and the app code to the student's workspace and leaves the running to them: set up, data, embeddings, pgvector (with a staged 'embed everything except Apple' demo), search, answer and evaluate, deploy the app, and clean up. Each notebook ends with a check cell. Validated in a Free Edition workspace on serverless compute: all notebooks pass, the deployed app answers with citations, and cleanup removes the app and the database. Also fixes a defect in the deployed RAG app: databricks-gpt-oss-120b spends tokens on reasoning, so the 500-token answer limit truncated answers and their citations. The limit is now 1200 (longest answer seen in testing used 868). Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
…sec-filings-live) The step-by-step rag-sec-tutorial replaces them. Removed with them: the demo corpus, the Dbx.api retry helper and Source.fingerprint (used only by those packs). The shared model-name patterns move to labagent.packs.databricks.models. Anyone who types an old pack name now gets a message pointing to rag-sec-tutorial, instead of the old alias silently matching it by prefix. Kept because the tutorial and dataset builds need them: the app code and its UI builder, the SEC snapshot source and the evaluation questions, the dataset command. The SEC EDGAR parser has no entry point any more; rebuilding the dataset from EDGAR needs the v0.2.1 tag. BREAKING for anyone using 0.2.1: launch rag-lakebase, rag-sec-filings and rag-sec-filings-live no longer exist. Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
The console seeds its lab list from this instead of a hand-written table. Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
…chestrator key Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
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Four commits that were never pushed:
rag-sec-tutorial: the Databricks RAG as nine notebooks a student runs step by step.rag-lakebase,rag-sec-filingsandrag-sec-filings-live(a message points to the tutorial).packs --json: machine-readable catalog with platforms and cost tier.launchanddestroycommands, passwords sealed to the orchestrator key.Base of the AML pack PRs that follow.
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