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docs(v2): Guides cleanup (1/3) - #309

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Oct 12, 2026
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SohamRatnaparkhi merged 45 commits into
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t3code/rewrite-docs-declutter

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@SohamRatnaparkhi

@SohamRatnaparkhi SohamRatnaparkhi commented Oct 5, 2026 •

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The V2 Guides assumed internal terminology, repeated concepts, and included examples that did not match the API or SDK. This change puts setup and concrete requests first, explains fields where they are used, and keeps detailed code in accordions.

  • Get Started: a shorter introduction with the problem and principle retained, linked benchmark datasets, serverless scaling, a runnable knowledge-and-memory Quickstart, and three core concepts.
  • Usage and concepts: practical ingestion, querying, metadata, scoping, permissions, and webhook examples. Corrects metadata placement, unsupported memory fields, query defaults, graph behavior, and webhook response shapes.
  • Navigation: Get Started, Usage, Organize, Understand, Integrations (MCP and CLI), Plugins (one flat list), and For Agents. Connector instructions and graph collections are merged into their main guides, with redirects for old URLs. V1 navigation is preserved.
  • Integrations: each plugin has its own setup guide. Shared configuration stays on Claude Code. Ecosystem bookmarks and the old Codex fragment remain usable. Contribution cards become short issue/repository links.
  • Agent reference: correct source metadata, SDK field names, response handling, caller ACLs, connector setup, and the public method table.

The October 12 review checked every original changed file. It fixed ingestion/query timing, TypeScript response-union handling, dropped agent-reference filters, permission wording, BYOG deletion and write retries, benchmark destinations, and plugin setup gaps. Two V1 link-only edits were removed from scope. The three API-reference files only update links to the merged connector-instructions section. API Results and the rest of the API work remain in #310; cookbooks remain in #311.

Validation: Mintlify build, hygiene, internal links, 61 Python/106 Bash/77 JSON syntax checks, and 54 TypeScript excerpt checks against SDK 2.1.7. Executed 34 TypeScript and 26 Python SDK examples with mocked HTTP, including the full Quickstart and metadata, ACL, connector, and webhook flows. No production data was created or changed; benchmark runs were not repeated.

SohamRatnaparkhi and others added 2 commits October 5, 2026 16:58
Rewrite the V2 docs for low cognitive load and correct statements that
disagree with the API on main.

- Cut pitch, metaphors, repeated summaries, and diagrams that restated
  lists. Decision tables become bullets; field, status, and error
  reference tables stay.
- Restore product content an earlier draft dropped: the context graph,
  benchmark numbers, isolation guarantee, connectors, use cases.
- API reference landing page lists every endpoint group, including
  Connectors, Webhooks, Feedback, Subgraph, and Delete Collection.
- Fix verified inaccuracies: per-file metadata lives in document_metadata
  items; memory item metadata is an object; query_apps defaults to true;
  recency_bias defaults to 0.4; max_results caps at 250; operator and/phrase
  require query_by text; graph_context false only applies in fast mode;
  type all reads one scope; envelope exceptions; real error codes.

Refs PRO-2457

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>
Shorten V2 pages without dropping facts: merge repeated sections, collapse
common-mistakes tables that restated warnings, and replace restatements of
other pages with links. Prose is about 23% shorter in the guides and 26%
in the cookbooks than on main.

Also aligns pages with the API on main: 415 is only for bodies that are
neither form nor JSON, dense and sparse metadata lanes are declared at
database creation, document_metadata items do not take a title, and the
SDK page names its envelope exceptions.

Refs PRO-2457

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>
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OpenHack Summary

Security review of docs(v2): Guides cleanup (1/3). 37 changed files; 0 findings at or above the low reporting threshold.

P1: Critical 0   P2: High 0   P3: Medium 0   P4: Low 0

Confidence Score: 5/5

No reportable security findings were detected in this scan.

Security merge-readiness rubric: 1 = critical, 2 = high, 3 = medium, 4 = low, 5 = no reportable findings. This score reflects scan findings, not a guarantee of correctness or complete coverage.

Files Needing Attention: None

Important Files Changed
  • AGENTS.mdx (modified)
  • api-reference/v2/endpoint/create-connector.mdx (modified)
  • api-reference/v2/endpoint/update-connector-resource.mdx (modified)
  • api-reference/v2/endpoint/update-connector.mdx (modified)
  • docs.json (modified)
  • essentials/v2/access-control.mdx (modified)
  • essentials/v2/architecture.mdx (modified)
  • essentials/v2/bring-your-own-graph.mdx (modified)
  • essentials/v2/connector-instructions.mdx (removed)
  • essentials/v2/connectors.mdx (modified)
  • essentials/v2/context-graphs.mdx (modified)
  • essentials/v2/glossary.mdx (modified)
  • essentials/v2/graph-collections-byog.mdx (removed)
  • essentials/v2/knowledge.mdx (modified)
  • essentials/v2/memories.mdx (modified)
  • essentials/v2/metadata.mdx (modified)
  • essentials/v2/multi-tenant.mdx (modified)
  • essentials/v2/query.mdx (modified)
  • essentials/v2/semantic-search.mdx (modified)
  • essentials/v2/webhooks.mdx (modified)
  • get-started/v2/core-concepts.mdx (modified)
  • get-started/v2/introduction.mdx (modified)
  • get-started/v2/quickstart.mdx (modified)
  • mintlify-hygiene.toml (modified)
  • plugins/claude-code.mdx (modified)

View all 37 changed files

Last reviewed commit: bf0bc95 · View review on OpenHack


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OpenHack reviewed this commit. See the OpenHack Summary for the confidence score and fix actions.

@greptile-apps

greptile-apps Bot commented Oct 5, 2026 •

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RetriggerConfidence Score: 5/5

[Low impact] The PR appears safe to merge based on the changes since the previous review and the state of the previous threads.

Summary

The PR reorganizes the V2 Guides around setup and concrete requests, updates API and SDK examples, merges related guides, and gives integrations individual setup pages. Since the previous review, the introduction’s explanation of the problem and principle was revised. No new actionable issue was established.

Reviews (40) · Last reviewed commit: "docs(v2): restore concrete problem frami..." · Reviewed by Greptile

Comment thread essentials/v2/webhooks.mdx Resolved
- Internal search cookbook: search() and explain_decision() now fan out
  across the four source collections unless one is named, so the
  cross-source flow reads the content it ingested. TypeScript samples use
  the SDK's camelCase response fields.
- Financial analyst cookbook: earnings and board-memo uploads put per-file
  metadata in document_metadata instead of an extra app_knowledge item.
  Filter fields go in metadata; labels and event_time go in
  additional_metadata, which recency ranking reads. Chunks sort by
  event_time, not upload time.
- Webhooks: signing can be enabled at registration with
  generate_signing_secret or signing_secret, or later on the
  signing-secret endpoint.

Refs PRO-2457

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>
/query rejects a listed collection that does not exist, and a collection
is created on its first write. The internal search cookbook now asks
HydraDB which source collections exist (GET /databases/collections) and
searches only those, so a reader who wires up one source can search right
away. Applies to search() and explain_decision() in Python and TypeScript.

Refs PRO-2457

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>
The provenance modules import source_collections from the qa module, which
ran its example query at import time. Guard the examples in qa and
provenance (Python and TypeScript) so they run only when the file is
executed directly.

Refs PRO-2457

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>
Drop documentation for options the API on main does not act on:

- enable_match / filterable: the v2 filter path never reads the flag, and
  no query matches on user metadata fields with it. Removed from guidance,
  schema field tables, and code samples. A schema field needs only name
  and data_type; filters match declared metadata fields as before.
- Memory item relations: memories[] items have no relations field (the
  value is never read), so the "Connect related memories" section, field
  rows, and sample keys are gone. relations on document_metadata and
  app_knowledge items still work and stay documented.
- Memory item expiry_time: no such field exists; rows removed.

Also drops the stale claim that schema updates create MongoDB filter
indexes, and words vector sync in terms of embedding flags.

Refs PRO-2457

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>
pathToFileURL throws when process.argv[1] is undefined (REPL or node -e),
which would make the qa and provenance modules fail to import. Check the
argument first.

Refs PRO-2457

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>
Review found the rewrite flattened the docs: it cut voice, examples,
tables, diagrams, and context. Every V2 page now starts again from its
original text on main, with only these changes on top:

- Verified factual corrections (defaults, limits, error codes, field
  shapes, envelope and scoping rules, endpoint behavior).
- Code sample bug fixes, including the reviewed cookbook fixes.
- Removals requested in review: enable_match/filterable, memory-item
  relations and expiry_time.
- Missing facts added in the original format (for example the endpoint
  inventory rows for Connectors, Webhooks, Feedback, Subgraph).
- Broken links, anchors, and diagram syntax.
- Punctuation only: dashes and arrows in prose replaced, bold labels end
  with a colon, typos fixed.

Refs PRO-2457

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>
@SohamRatnaparkhi SohamRatnaparkhi changed the title docs(v2): declutter the V2 docs and fix verified inaccuracies docs(v2): fix verified inaccuracies across the V2 docs Oct 5, 2026
Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>
@SohamRatnaparkhi SohamRatnaparkhi changed the title docs(v2): fix verified inaccuracies across the V2 docs docs(v2): Guides cleanup (1/3) Oct 5, 2026
Comment thread plugins/crewai.mdx Resolved
Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>
@SohamRatnaparkhi

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Please reassess the remaining findings against 32cce60:

  • Ecosystem bookmarks: /plugins/ecosystem is retained with every original heading and links to the corresponding individual setup guide. The broad OpenClaw redirect is removed.
  • Package links: CrewAI and LangChain link to PyPI beside their installation commands; OpenCode links to npm in its installation step. The user-approved contribution footer stays card-free.
  • TypeScript fields: the exact Metadata, Webhooks, and Query examples were executed through the published @hydradb/sdk 2.1.7 with a mocked transport. The SDK accepts databaseMetadataSchema, nested dataType, eventTypes, generateSigningSecret, and maxResults; it serializes them to snake_case on the wire. It deserializes source_title and chunk_content to sourceTitle and chunkContent. Changing those SDK fields to snake_case would drop them. The contradictory SDK-reference prose is corrected in API PR docs(v2): API reference cleanup and working examples (2/3) #310, per the requested Guides/API/Cookbooks split. Published source: https://registry.npmjs.org/@hydradb/sdk/-/sdk-2.1.7.tgz.
  • MCP ordering: Agent frameworks, Coding agents, MCP, CLI is the user-approved order and the current PR description. Both nested groups open by default. The earlier MCP-first proposal is superseded.

Mintlify build validation and hygiene pass. All legacy Ecosystem headings were compared with main, and each retained package link is outside the contribution footer.

Comment thread essentials/v2/metadata.mdx Resolved
Comment thread essentials/v2/connectors.mdx Resolved
Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>
Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>
SohamRatnaparkhi and others added 2 commits October 12, 2026 18:23
…ides

Introduction: drop the retrieval section, bring back a short "problem"
and "principle", link every benchmark to its dataset, say HydraDB is
serverless. Quickstart: plainer title and steps, Copy-only prompt, no
meta commentary, model-prompt section folded into one sentence.
Core Concepts: no support-assistant framing, inferred traits, query as
a multi-stage pipeline, metadata as the WHERE clause. Dashboard links
point at dashboard.hydradb.com. A proofreading pass over every Guides
page fixes agreement, articles, comma splices, repeated sentences,
meta lead-ins, spaced hyphens used as dashes, and a few contradictions
between pages.

Refs PRO-2457

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>
Remove meta commentary, repeated sentences, hand-holding, and routine
callouts; split run-on sentences; keep every fact, table, and code
block. Align collection advice with the company-brain guidance on the
Architecture, Connectors, and Multi-tenancy pages, and settle the
Gmail account-scope contradiction on Connectors.

Refs PRO-2457

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>
…eclutter

Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>
@openhack-agent

openhack-agent Bot commented Oct 12, 2026 •

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✅ OpenHack Summary

Security review of docs(v2): Guides cleanup (1/3). 37 changed files; 0 findings at or above the low reporting threshold.

P1: Critical 0   P2: High 0   P3: Medium 0   P4: Low 0

Confidence Score: 5/5

No reportable security findings were detected in this scan.

Security merge-readiness rubric: 1 = critical, 2 = high, 3 = medium, 4 = low, 5 = no reportable findings. This score reflects scan findings, not a guarantee of correctness or complete coverage.

Files Needing Attention: None

Important Files Changed
  • AGENTS.mdx (modified)
  • api-reference/v2/endpoint/create-connector.mdx (modified)
  • api-reference/v2/endpoint/update-connector-resource.mdx (modified)
  • api-reference/v2/endpoint/update-connector.mdx (modified)
  • docs.json (modified)
  • essentials/v2/access-control.mdx (modified)
  • essentials/v2/architecture.mdx (modified)
  • essentials/v2/bring-your-own-graph.mdx (modified)
  • essentials/v2/connector-instructions.mdx (removed)
  • essentials/v2/connectors.mdx (modified)
  • essentials/v2/context-graphs.mdx (modified)
  • essentials/v2/glossary.mdx (modified)
  • essentials/v2/graph-collections-byog.mdx (removed)
  • essentials/v2/knowledge.mdx (modified)
  • essentials/v2/memories.mdx (modified)
  • essentials/v2/metadata.mdx (modified)
  • essentials/v2/multi-tenant.mdx (modified)
  • essentials/v2/query.mdx (modified)
  • essentials/v2/semantic-search.mdx (modified)
  • essentials/v2/webhooks.mdx (modified)
  • get-started/v2/core-concepts.mdx (modified)
  • get-started/v2/introduction.mdx (modified)
  • get-started/v2/quickstart.mdx (modified)
  • mintlify-hygiene.toml (modified)
  • plugins/claude-code.mdx (modified)

View all 37 changed files

Last reviewed commit: f5297ec · View review on OpenHack


TIP: Mention @openhack-agent in a PR comment to request a review or ask a question. Use @openhack-agent fix all for every finding, or @openhack-agent fix unresolved threads for open review threads only.

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OpenHack reviewed this commit. See the OpenHack Summary for the confidence score and fix actions.

Quickstart: write the database step for a reader with nothing set up,
link API Results plainly, drop the closing "builds on this loop" line.
Knowledge: name connectors as the third way to add knowledge, move the
ACL mention out of the opening, fix the outline and App Sources link.
Architecture: context moves from ingestion to search; the search row
lists only POST /query. Memories persist across future sessions.
Across the Guides, say "context" for what users store and search,
replace "X shows the full..." links with "See X", and rewrite outline
items that read as fragments.

Refs PRO-2457

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>
Comment thread essentials/v2/knowledge.mdx Resolved
Keep access control out of the Knowledge opening, and say in the
Retrieve knowledge section that documents with an acl need the
caller's identity on every query; metadata filters do not replace it.

Refs PRO-2457

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>
Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>
Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>
@SohamRatnaparkhi
SohamRatnaparkhi merged commit 832ecef into main Oct 12, 2026
8 checks passed
@SohamRatnaparkhi
SohamRatnaparkhi deleted the t3code/rewrite-docs-declutter branch October 12, 2026 17:31
SohamRatnaparkhi added a commit that referenced this pull request Oct 22, 2026
* docs(v2): isolate API reference and response fixes for PRO-2457

Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): line-by-line pass over the API Reference pages

Read every API Reference page and api-results line by line, keeping the
original voice and cutting only repetition and wrong claims:

- Query: drop the alias Note and the Default Behaviors block that restated
  the field table; split the indexing and collection-scope advice; link
  Recommended configurations by name.
- Query overview: new description, removed the duplicate Tip, and the
  personalized recipe now says to list both collections when shared docs
  live elsewhere. Thinking mode always includes graph context.
- Submit Feedback: removed a Note that repeated the field rules.
- Error Responses: removed the E6001 Note that repeated the table, and the
  troubleshooting bullet no longer names the deprecated tenant_metadata.
- Labels end with colons throughout.

Connector and webhook pages were read and left as they are.

Refs PRO-2457

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): align API examples and specification with behavior

Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): correct generated response and metadata schema examples

Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): model nullable fetch errors in the API schema

Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): allow null fetch fields in content and URL modes

Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): explain API results before advanced graph fields

Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): put the four core calls first in the API reference

Most integrations are create database, ingest, check status, query.
The sidebar now opens with a "Start here" group holding exactly those
four endpoints and the overview, and the overview page leads with the
same four calls before the endpoint groups and the full inventory.
The resource groups still list every endpoint, so browsing by resource
works as before. SDKs and Error Responses move to a Reference group.

Refs PRO-2457

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): link BYOG references to the merged page's non-Cypher section

The two Bring Your Own Graph pages are being merged into one (PR #304,
carried into #309), so the ingest and query references point at the
section that covers graph_payload.

Refs PRO-2457

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): add a Webhooks overview and link connector instructions to Connectors

- Webhooks: Overview, first in the Webhooks group, lists every webhook
  endpoint including the signing-secret calls, the typical sequence,
  and how deliveries are signed and retried (exponential backoff, 16
  attempts or 48 hours on Cloud, per domain/webhooks/retry.go).
- The connector API pages link to the custom instructions section of
  the Connectors guide, where that content now lives.

Refs PRO-2457

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): apply the review principles across the API reference

- Code tabs: every connector and webhook endpoint now shows Python SDK,
  TypeScript SDK, and cURL, like the rest of the reference. Update
  Metadata Schema, Update Source Metadata, and an Ingest Context example
  used raw HTTP in their SDK tabs; they now call the SDK. Every new SDK
  call was run against a local mock server and type-checked against
  SDK 2.1.7, and sends the same request as its cURL.
- Callouts: 40 routine Note, Info, Tip, and Warning boxes become plain
  text. Warnings remain only where data or access is at risk: replacing
  a connector resource, deleting a database, deleting a source that is
  still indexing, and an acl_warning on a connector resource.
- Overview: drops the core concepts table, the endpoint groups table,
  the SDK setup code, and the status code table, each covered on its own
  page; the endpoint inventory is grouped by resource, each group linking
  to its overview. 2,202 words to 1,655.
- Query: the tuning list that repeated the Query guide becomes a link;
  Behavior notes becomes Common mistakes.
- Error Responses: notes that both SDKs already retry 408, 429, and 5xx
  twice with exponential backoff (Python also 409), and how to raise it.
- Wording: no "material", no per-user or one-user framing of collections
  and memories; connector examples write to one company_docs collection;
  no arrows in prose.

Refs PRO-2457

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): carry Guides clarity and working examples into API reference

Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): keep signing endpoints in the webhook table

Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): fix feedback failures, SDK casing, and reference links

Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): align API examples and response guidance with current contracts

Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): report incomplete relation pagination

Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): separate core endpoint shortcuts from API corrections

Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): organize API results by response format

Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): restore supported enable_match schema field

Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): remove repeated API result examples and guidance

Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): fix provider authentication and remove unsupported CLI example

Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): clarify query input and result limits

Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): scope connector queries to the configured collection

Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): shorten endpoint guidance and link shared metadata docs

Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): remove borders from section anchors

Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): document current metadata filters and model context

Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): simplify the public API contract and reference (PRO-2457)

Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): align the final subgraph description (PRO-2457)

Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): align nullable fields with generated SDKs (PRO-2457)

Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): retain authentication and contract constraints (PRO-2457)

Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): keep subgraph corpus wording consistent (PRO-2457)

Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

* docs(v2): retain combined list and delete selectors (PRO-2457)

Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>

---------

Signed-off-by: SohamRatnaparkhi <soham@hydradb.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>

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staging — f5297ecd Deployed Oct 12, 2026 by mintlify[bot]
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