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17
Commits
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3dc779d0ee |
fix: nav, redirect and badge cleanup across several pages (#4870)
- Removes the stale `/enterprise` redirect that hijacked the real LanceDB Enterprise page, sending it to the Embedded vs Enterprise comparison page instead. - Removes the Merge page from the Data Ingestion nav (confusing parity story between Embedded and Enterprise); moves RTE Write up to right below Delete and renames it **RTE Write (Upsert)** to take over that slot. - Removes the Early access badge from Tiered Index Cache and restores its full sidebar title (was shortened to "Index Cache" to fit the badge). - Moves Changes below Dedupe in Data Curation. - Matches Advanced Conflict Resolution's sidebar title to its page title (previously just "Conflict Resolution" in the sidebar). - Marks Job Framework as Enterprise-only. - Distributed RTE Write diagram now shows the `metrics` table split across multiple shards, illustrating the per-table sharding described in the page's own text. 🤖 Generated with [Claude Code](https://claude.com/claude-code) https://claude.ai/code/session_018PXMCbRH6i5w47TsjeEUMT --------- Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com> |
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5e38120bdc |
docs: add storage integration SDK examples, abstract RTE write, simplify cache pages (#4865)
## Summary - **Define Storage Integration**: un-gates the Python (and Rust, for S3) `create_storage_integration` examples, drafted against #4618 and held back until it shipped -- it's now in v0.42.0-beta.0+, and the signature matches the drafts exactly. - **Naming rules**: drops the `Branch` row and its "Learn more" link, consistent with de-emphasizing branches elsewhere in this nav. - **Distributed RTE Write**: removes the REST path, the `__lance_mem_wal` index name, and "WAL node" terminology in favor of an abstract framing -- a query node routes writes to RTE nodes, each of which can host shards from many different tables. Both diagram variants are updated to match. - **Data Page Cache / Tiered Index Cache / Cache Prewarm**: drop Helm-specific and exact-percentage detail (disk-budget math, `startup_prewarm_block_query_ready`/`healthPort`/failure-policy table) in favor of a short feature → architecture → why-it-matters shape, each closing with a contact-sales pointer. Data Page Cache's on-demand prewarm section is removed outright. ## Note I wasn't able to get a clean visual render of the updated Distributed RTE Write diagram in local preview -- Mermaid isn't rendering in headless Chrome in this environment for *any* page right now, confirmed against an unmodified reference page showing the identical symptom. The diagram source follows the exact pattern already shipped and working in the 21 diagrams from the earlier brand-theming pass, and `mint validate`/`mint broken-links` both pass clean. --------- Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com> |
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1db0d3ca5f |
docs: label early access features and hide ones not ready to document (#4855)
Labels early access features and hides features we aren't documenting yet. **Early access label:** Functions (4 pages, plus the GPU refresh, checkpointing and adaptive execution pages), Secrets (3 pages), Tiered Index Cache, Blob V2, and merge insert, which is labelled for Enterprise only. Two sidebar titles are shorter so the tag fits. **Hidden:** branching, JSON columns and geospatial. - The JSON functions page and the agent branch-experiments tutorial go in `.mintignore`. - `tables/branching` stays reachable but out of the nav, as #4859 left it, because SDK error messages link to it. - Other pages' mentions of these features become draft comments, so they're easy to restore. **Secrets page:** drops references to manual KMS setup, which the control plane handles. It keeps the encryption-at-rest facts, states the Azure value-size limit inline, and points a 501 error to support. |
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071c9c541d |
docs: add Console page, hide CLI from nav, drop Branches from the Management nav (#4859)
## Summary - Hides `tools/cli.mdx` from the sidebar and from sitemap/search via `.mintignore`, unlinking its one reference in `basics/sql.mdx`. No SDK doc-link depends on this page. - Removes `tables/branching.mdx` from the Management nav group, but leaves it reachable (no `.mintignore` entry): the SDK's `diff_branch()`/`cherry_pick()` error messages link to `/tables/branching#diff-a-branch` and `#merge-a-branch`, and `rust/lancedb/src/docs.rs`'s link-resolution test asserts those paths aren't `.mintignore`'d. - Adds a Console row to the comparison table, linking to the companion change's new `enterprise/console` page. ## Companion change lancedb/sophon#9783 adds `enterprise/console.mdx` and inserts it into the "Getting Started" nav group this PR touches. --------- Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com> |
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dc6a08a25f |
docs: rename the Semantic Search sidebar group to Search (#4862)
The Search group covers full-text and hybrid search as well as vector search, and full-text search is lexical, not semantic. This renames the group to "Search" in the sidebar and in the Embedded vs Enterprise comparison table. `mint validate` and `mint broken-links --check-anchors` pass on the assembled site. |
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b32afe9794 |
docs: add an Introduction nav section with a dedicated Embedded vs Enterprise comparison (#4829)
## Summary - Adds a new top-level "Introduction" nav section before "Getting Started": LanceDB, LanceDB Embedded, LanceDB Enterprise, Embedded vs Enterprise. - Trims the landing page's combined Architecture/Embedded/Enterprise/Compare block down to a short pointer section (keeping its `#architecture` anchor), moving that content into two new pages: `basics/lancedb-embedded.mdx` and `basics/embedded-vs-enterprise.mdx`. - `basics/embedded-vs-enterprise.mdx` consolidates the feature-comparison table and the Enterprise overview's own comparison content (previously duplicated across multiple pages and, within this page, repeated across a dimension table, several narrative subsections, and a usage-differences list) into one comparison page with each section covering a distinct angle. - Repoints the `/enterprise` and `/enterprise/deployment` redirects at `/basics/embedded-vs-enterprise`, since the previous destination only resolves once the Enterprise overlay is applied and fails `rust/lancedb/src/docs.rs`'s link-resolution test against this repo's own `docs/web` tree. ## Companion change lancedb/sophon#9718 trims the Enterprise overview page to drop the content that moved here, and relocates its nav insertion into the new Introduction group. Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com> |
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aeab69e86a |
fix(docs): redirect enterprise overview to architecture (#4823)
The removed Enterprise landing page left the `/enterprise` and `/enterprise/deployment` redirects pointing at a missing page, breaking the SDK documentation-link test. Point both redirects at the existing architecture overview, which describes Embedded and Enterprise. The exact failing Rust test fails on current main and passes with these redirect changes. This repairs the inherited failure blocking #4821. |
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de95ed3f6d |
docs: overhaul curation, feature engineering, security and deployment guides (#4748)
A broad documentation pass across the areas LanceDB Enterprise and Embedded diverge on most: **Data Curation** -- GPU Function execution, Slurm scheduling (and what Slurm is, for readers new to it), blob late materialization as its own page, joins, aggregation/profiling, sampling, near-duplicate detection, chunking, distributed shuffle, and IVF-partition clustering. **Feature Engineering** -- computed columns and materialized views, restructured to lead with the Function-based path and show the SQL form side by side with Python throughout; a single Auto Refresh page instead of duplicating scheduling details on every refresh page; adaptive execution; checkpointing; GPU and Slurm placement for refresh workers; a Training Cache page for the PyTorch data loader's automatic cache benefit. **Security & Governance** -- an Audit Log reference (schema, access, grants), Secrets promoted to an ordinary catalog object with their own SQL DDL and a vending/rotation guide, and privilege-table fixes verified against the authorization source. **Deployment & Maintenance** -- Horizontal Scaling and OpenTelemetry moved into a real Deployment area; Automated Cleanup folded into Intelligent Auto-Maintenance (every other maintenance decision already lived there); RTE Compaction and Advanced Conflict Resolution documented in depth. **Landing page** -- the Enterprise feature comparison table reorganized (several redundant or stale rows removed, several new areas added), and the "why Enterprise" bullets replaced with ones tied to a concrete page (Performance, Scale, Fault tolerance, Multicloud deployment, Simplify operations) instead of vague promises. Plus a full pass addressing lancedb-gatekeeper's review: a real test-safety bug (a quickstart test could silently overwrite and delete a deployment's own `frames` table), a fabricated SQL statement with no backing implementation, an actual dedup-guarantee bug in `take_row_ids`, and dozens of documentation-accuracy fixes verified against source rather than taken on faith -- each either fixed, or left with an explicit note on why it needs a feature or deployment owner's sign-off instead of being guessed at. 🤖 Generated with [Claude Code](https://claude.com/claude-code) https://claude.ai/code/session_018PXMCbRH6i5w47TsjeEUMT --------- Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com> |
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301ccad3aa |
feat: add a LanceDB command line (#4600)
Add a LanceDB command line with the following functionality: - `lancedb auth`: log in with OAuth, check cached OAuth session status, or log out. - `lancedb profile`: Create, edit, list, show, select, and delete connection profiles. - When no subcommand is given, we will attempt to create a SQL shell. Update ci/check_cargo_lock.py and its regression tests to allow pruning dependency edges while their target packages remain in Cargo.lock. Removing the CLI from the Python source distribution can disable optional features such as Axum tracing, even though other SDK dependencies still require the tracing package. |
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ddb318567a |
docs: complete SQL reference, enrich Functions drafts, rename OSS to Embedded (#4732)
## Summary - Complete the SQL reference: `ATTACH DATABASE`, the `CHANGES` clause, and `dedupe()`/`duplicate_pairs()` (verified against current sophon source; these were recently renamed from `vector_dedup`/`vector_duplicate_pairs`). Fix the blob-column default-projection claim and add the previously undocumented `blob_descriptor()`. - Enrich the gated Functions draft (still `.mintignore`'d, pre-release): chained Functions over blob outputs, GPU-produced blobs, Secrets, multi-input/output binding, `code=[module]` packaging. - Upgrade the materialized-view and computed-column auto-refresh drafts with precise, verified catch-up semantics, and add the missing `ALTER MATERIALIZED VIEW` / `CREATE ... WITH(...)` sections (also gated — the automatic-refresh scheduler is still dev/staging-only). - Thread one running example (video frames → GPU extract/caption → dedup → auto-refreshing materialized view) through Functions, materialized views, and the LeRobotDataset integration guide instead of a separate tutorial. - Rename "LanceDB OSS"/"OSS" to "LanceDB Embedded"/"Embedded" throughout (52 files); activate the existing availability-comparison mechanism on `basics/offerings.mdx` for a full feature-by-feature comparison table. |
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a065b4b9c6 |
feat(python): add NVIDIA Nemotron embedding provider
Adds a Python `nvidia` embedding provider for Nemotron 3.5 Embed 1B and 8B. It works with NVIDIA's hosted API and self-hosted NIM `/v1` endpoints, and uses the existing `openai` client. The OpenAI provider can't send NVIDIA's passage/query input types or pick Nemotron's dimensions. - Documents are embedded as `passage`, searches as `query`. - Default dimensions are 2048 (1B) and 4096 (8B), and `dim` is checked against each model's supported range. Self-hosted model IDs need an explicit `dim`. - Response count, order, dimensions and values are checked. Null and empty text get a null vector without a request. - Each request is retried on its own with LanceDB's retry policy. Invalid input or responses fail immediately. - `NVIDIA_API_KEY` is only sent to the hosted API. Custom endpoints need an explicit `api_key` (a `$var:` reference), and endpoints restored from table metadata must be allowed with `allow_endpoint`. - Request dimensions are sent through `extra_body`, preserving the NVIDIA wire contract while supporting the declared minimum `openai==1.6.1`. Python and text only. Docs are in `integrations/embedding/nvidia`. Originally authored by Taylor (@tsmithv11). ### Testing - `test_nvidia_embeddings.py`: 45 passed, 2 deselected with both the locked `openai==2.44.0` and minimum `openai==1.6.1`. These use the real OpenAI client with mock HTTP transport and real local tables. - Embedding, registry, field-metadata and trust suites: 163 passed, 4 skipped, 10 deselected. - Historical live experiments: hosted 8B passed a five-request smoke test; hosted 1B returned HTTP 500. No live request was made in this stage, so current hosted 1B availability was not verified. Enterprise coverage uses the repository mock HTTP server, not a live deployment. |
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84fc48198b |
docs: add guide for using LanceDB in VS Code extensions
Closes #1849 This was lancedb/docs#371. After lancedb/docs#355 moved the open-source pages, their navigation and the snippet tests into this repository's `docs/web` and `docs/web-tests`, that PR could no longer merge there, so I've moved the same change here. ## Why #1849 asks for an example of LanceDB in a VS Code extension, because people kept running into problems there (#927, #1713). An earlier attempt, #3682, added a README link. @prrao87 asked for something else instead: a quick guide on the docs site, under **Integrations › AI Platforms & Frameworks**, showing how to use LanceDB in an extension and what results look like. The author of #3682 agreed and closed it. This PR is that guide. ## What it adds - **`docs/web/integrations/ai/vscode.mdx`**: a new page, also added to `docs/web/docs.json`. It builds a small extension with two commands. One indexes the workspace's Markdown into a LanceDB table using the built-in `huggingface` embedding function, so no API key is needed. The other searches it by meaning. The page covers the parts that are specific to VS Code: - storing the table under `context.storageUri` instead of a relative path, which is the cause of #927; - `@types/node` ≥ 22 and `skipLibCheck`, which covers #1713 and the DOM-type errors from `apache-arrow`/onnxruntime typings; - pinning `apache-arrow` inside LanceDB's peer range; - marking `@lancedb/lancedb` and `@huggingface/transformers` as esbuild externals, and removing `node_modules/**` from the template's `.vscodeignore`; - storing each file's URI so a hit opens in the right folder of a multi-root workspace; - building one VSIX per platform with `vsce package --target`, with a table mapping each target to LanceDB's native package, and a note that the sample's local model (via `onnxruntime-node`) doesn't run on Alpine; - keeping the Transformers.js model cache in `globalStorageUri`, which only works if it's loaded with `import()`; - a troubleshooting table listing each error message with its cause and fix. - **`docs/web-tests/ts/vscode_search.ts`** and **`vscode_search.test.ts`**: the LanceDB code the page shows (connect, chunk, index, search), plus jest tests for it. - **`docs/web-tests/ts/vscode_extension.ts`**: the extension's `src/extension.ts`. Jest can't run it because it needs the VS Code extension host, so it was tested in a real extension instead (see below). This follows the precedent of `integrations.ts`. - **`docs/web/snippets/vscode_search.mdx`** and **`vscode_extension.mdx`**: generated with the command in CONTRIBUTING.md. ## Changes from lancedb/docs#371 - **New paths only.** The page, tests and snippets are the same content, at their paths in this repository. - **One link.** `/tables/update` doesn't exist under `docs/web`, so the `mergeInsert` link now points to `/ingestion/merge-insert`. - **Heading anchors.** Every heading now has an explicit `{#anchor}`, as CONTRIBUTING.md asks. ## How I tested it - **Snippet tests.** In this repository at `c2c8269f`, `vscode_search.test.ts` passes (2 tests) with the pinned `@lancedb/lancedb` 0.31.0. On Windows the `npm test` script fails before it starts, because it runs `node` on the `.bin/jest` shell shim. I ran `node --experimental-vm-modules node_modules/jest/bin/jest.js --testEnvironment jest-environment-node-single-context vscode_search` instead. - **Lint.** `biome ci` is clean for the three new files, and they carry the SPDX header that `license-header-check.yml` looks for. - **Snippets.** I regenerated them with CONTRIBUTING.md's command, `mdx_snippets_gen.py -s docs/web-tests/py -s docs/web-tests/ts -s docs/web-tests/rs -o docs/web/snippets`, run with `python` since I don't have `uv`. It reproduces the two new snippet files exactly, once the Windows CRLF endings are normalised. As CONTRIBUTING.md warns, it also rewrites `build_with_ai_agents.mdx`, `integrations.mdx`, `search.mdx` and `storage.mdx`. I left those out. - **Links.** `mint broken-links` from `docs/web` reports no entries on the new page, and its three internal links (`/embedding/quickstart`, `/ingestion/merge-insert`, `/search/full-text-search`) resolve to pages here. - **Real extension.** I built a sample extension from exactly the code on the page, scaffolded with `yo code` (TypeScript + esbuild) and using `@lancedb/lancedb` 0.39.0. I ran it with `@vscode/test-cli` in VS Code 1.140 on Windows x64. The integration test runs both commands against a six-file workspace and checks the top hits. The "Sample results" block on the page is copied from that run, and after the review fixes below it reproduces line for line in VS Code 1.141. - **Multi-root workspace.** A second test configuration opens two folders that both contain `docs/auth.md`. It types a query and picks the top hit through the real picker, then checks that the right folder's file opens at the right line. It fails on the code before the review fix and passes after it. - **Packaged VSIX.** I packaged `vsce package --target win32-x64` (200 MB, or 148 MB with the onnxruntime trimming in the Tip). Then I unpacked it outside the project and ran the same tests against the unpacked copy, so they couldn't pick up the project's `node_modules`. They pass. - **Negative checks behind the troubleshooting rows:** - With `node_modules/**` left in `.vscodeignore`, activation fails with `Cannot find module '@lancedb/lancedb'` and the commands report `command '…' not found`. - Without the externals, esbuild fails with `No loader is configured for ".node" files`. - Installing LanceDB into a project that already has `apache-arrow` 21 fails with `ERESOLVE`. - `require("@huggingface/transformers")` returns a different `env` object from `import()`. - **Rendering.** For lancedb/docs#371, `mint dev` rendered the page, its 14 code blocks and the sidebar entry. I haven't re-rendered it from `docs/web`; only the paths, one link and the heading anchors changed. **Not tested:** - macOS. I couldn't reproduce the read-only working directory from #927; the page's fix (an absolute storage path) doesn't depend on the OS. - Linux and macOS VSIX builds. ## Notes for reviewers - I added `_distance` to `.select(...)`, because LanceDB warns that it will stop adding the column automatically. ## AI disclosure I used Claude Code to research the issue and its history, write the sample extension, the tests and this page, move the change here, and draft this description. I ran every check listed above myself, and the outputs quoted on the page come from those runs. 🤖 Generated with [Claude Code](https://claude.com/claude-code) |
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b762ec221b |
docs: add Enterprise distributed search reference page (#4625)
Adds the Enterprise reference page at `docs/web/enterprise/distributed-search.mdx`, following the same arrangement as Enterprise architecture. The page describes distributed search and the embedded execution model, with links to shared search guides. Enterprise architecture links to it, and the official sidebar lists it immediately after Architecture in the existing Deployment group. Adds stable anchors for the RaBitQ and `approx_mode` sections linked by the Enterprise guide. Companion: https://github.com/lancedb/sophon/pull/8986 supplies the detailed Enterprise overlay at the same path. Merge this reference-page PR first so the overlay has an existing route to replace. Validation: - Combined-site assembly with both PR branches passed (309 files). - Mintlify build validation and link, anchor, and redirect checks passed. |
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951ae51ef6 |
docs: add realtime engine (RTE) getting-started guide (#4548)
Adds a user-facing realtime engine (RTE) page at `docs/web/tables/realtime-engine.mdx`, listed under **Management** after Branches. It is adapted from the internal WAL field guide (lancedb/sophon#6213), with the deployment and operations material left out. The page covers: - what RTE is and how it works (memtable → SSTables → compaction; reads merge the base table with the fresh tier) - getting started: `set_unenforced_primary_key`, indexes, `enable_rte` / `ALTER TABLE ... SET RTE`, `merge_insert` upserts and queries, partial updates, deletes, and `checkpoint_rte` / `disable_rte` - performance: write throughput and shard scaling, and read latency with and without RTE - a note on operations not yet supported (time travel, branching, `count_rows`, row IDs, `TABLESAMPLE`) Also aligns related docs with current RTE naming and behavior: - `sql/ddl/table.mdx`: `SET MEMWAL` / `UNSET MEMWAL` → `SET RTE` / `UNSET RTE` - `maintenance/background-jobs.mdx`: job names are `memwal_compaction` and `memwal_catchup_<type>` - `feature-engineering/materialized-views.mdx`: MemWAL → realtime engine - Python `AsyncTable.enable_rte` / `RTEWriteSpec.with_maintained_indexes` docstrings: by default, indexes created after enabling RTE are maintained too The examples are written directly in the page rather than generated from `docs/web-tests`, because RTE needs an Enterprise server to run. 🤖 Generated with [Claude Code](https://claude.com/claude-code) --------- Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com> Co-authored-by: XY Zhan <zhaner08@hotmail.com> |
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06aa526ae1 |
docs: correct data workflows, SQL and operations (#4534)
This PR is part of the documentation revamp. Once the full set of PRs is merged, we’ll publish the combined site to staging for review before updating docs.lancedb.com. The curation, SQL and operations pages contain outdated claims and examples that do not reliably work as written. This corrects those pages against the reviewed SDK and local server evidence, including prepared statements, background jobs, cleanup and monitoring. Integration guides are grouped with their examples in #4533. Function and Secret-object documentation stays unpublished until its release. The two Function pages are listed in `.mintignore` and left out of the navigation, and the sections about them on other pages are MDX comments. Stacked on #4533. Each MDX file has one PR owner. Rebase onto main after #4533 is squash-merged. Local assembly, Mint validation and link checks pass, and the assembled site shows no Function or Secret-object content. A local release rehearsal that uncomments the drafts and restores the navigation also passes. Hold publication until this PR and lancedb/sophon#8688 are on `main`. |
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486f6c66bb |
docs: revise getting started and concepts (#4491)
This PR is part of the documentation revamp. Once the full set of PRs is merged, we’ll publish the combined site to staging for review before updating docs.lancedb.com. The introductory pages are inconsistent, and the old PR split asked reviewers to review some pages twice. This brings the final quickstart, connection guide, architecture and Concepts pages together. It clarifies OSS and Enterprise, simplifies naming rules and includes the navigation and diagram fixes from #4489. Function and Secret details on the Concepts pages are MDX comments until their release, and CONTRIBUTING.md explains how to write docs before a release. Includes #4532. Ingestion, search and integrations are in #4533; data workflows, SQL and operations are in #4534. Each MDX file has one PR owner. Local assembly, Mint validation and link checks pass. The Function pages stay published from `main` until #4534 hides them, so hold publication until the complete stack is integrated. |
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47b7babc08 |
docs: bring the open-source documentation into this repository (#4122)
Move the public website pages into `docs/web` beside the SDK, with
shared navigation and executable example sources in `docs/web-tests`.
The combined website is assembled by
[lancedb/docs#355](https://github.com/lancedb/docs/pull/355), with six
Enterprise replacements from
[lancedb/sophon#7681](https://github.com/lancedb/sophon/pull/7681).
This includes Function guidance, runnable Quickstarts, regenerated
snippets, production contact/demo fixes, the legacy SQL route, and the
LeRobot redirect. LeRobot remains attributed to Geneva; all 34 Geneva
pages remain in the docs repository until Function officially launches.
Materialized-view guidance follows the full rebuild refresh introduced
by #4373: local refresh writes the complete result, has no `full`
argument, supports `source_version`, and no longer requires stable row
IDs. Deployment SQL refresh options and stable-ID setup are qualified by
version/configuration. Function input guidance distinguishes ordinary
stored columns from computed inputs supported by newer deployments.
**Validation:** independently accepted local checks include 95 Python
tests (real Enterprise excluded), eight TypeScript tests, Rust
Quickstart, snippet parity, typos, deterministic assembly, Mint
validation and links/anchors/redirects. The combined baseline retains
all 181 production routes and 17 legacy redirects. Examples ran locally
against source-built Python SDK 0.40.0b13; existing GitHub workflows do
not run `docs/web-tests`. New main at `069b2f7d` is 0.41.0b0 and adds
computed Function inputs; that SDK was not exercised by the accepted
tests. Latest prose corrections receive focused site validation.
**Merge/rollout:** merge this and #7681 before #355's combined CI, which
reads producer `main`. This is migration infrastructure: section
overlays, source-owned skills and automatic versioned paired releases
remain follow-ups. The current manual publisher is transitional. Hosted
validation, a supported SDK/Enterprise release pair and a real
Enterprise walkthrough remain pending.
Production Mintlify watches `lancedb/docs:deploy-freeze`, directory
`docs`; preserve that source through review. The separate SDK GitHub
Pages reference workflow rebuilds on main merges.
**Updated-head CI (
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