Show HN: Vietnam Tender Intelligence – gov procurement data, AI-agent ready

donerightlabs· Oct 1, 2026 · 4:50 AM UTC ·13 min read · 0 reactions · 0 comments · 6 views

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TL;DR · WeSearch summary

{"@context":"https://schema.org","@type":"SoftwareApplication","name":"Vietnam Tender Intelligence","description":"Monitor Vietnam's e-procurement portal (VNEPS) by keyword: upcoming plans, open tenders, and award results — full tender lifecycle in one Actor. Free-text fields (ten_ke_hoach, ten_du_an, chu_dau_tu, each package's ten_goi_thau) are automatically redacted for phone numbers/emails that may have been left by the procuring entity (see FAQ) Full documentation below is in Vietnamese (the target user base for this Actor). The Input/Output schema tabs on this page are language-neutral and machine-readable.

Key facts

▪{"@context":"https://schema.org","@type":"SoftwareApplication","name":"Vietnam Tender Intelligence","description":"Monitor Vietnam's e-procurement portal (VNEPS) by keyword: upcoming plans, open tenders, and award results — full tender life
▪Free-text fields (ten_ke_hoach, ten_du_an, chu_dau_tu, each package's ten_goi_thau) are automatically redacted for phone numbers/emails that may have been left by the procuring entity (see FAQ) Full documentation below is in Vietnamese (the
▪The Input/Output schema tabs on this page are language-neutral and machine-readable.

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Original article

Apify · donerightlabs

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Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.

Record

Original publisher	Apify
Canonical URL	https://apify.com/donerightlabs/tender-intelligence
Publication time	Thu, 01 Oct 2026 04:50:24 +0000
Retrieval time	2026-10-01T05:02:31.502Z
Last seen	2026-10-01T05:02:31.502Z
Headline source	Publisher (no WeSearch rewrite)
Excerpt source	publisher body
Excerpt method	First ~120 words (~800 chars) of extracted publisher body, fair-use limited.
Summary	WeSearch · cerebras-chat (WeSearch summarizer)
Summary source text	contentText
Citation coverage	Summary is a WeSearch-generated derivative; primary citation is the original publisher URL.
Cluster	DvedUvFKKlQS · 1 stories
Cluster logic	Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison.
Ranking reason	Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking.
Publisher visit	Yes — open original
Substitutes article?	No — link-out required for full text

Rights status (four layers)

Publisher-declared

No publisher-confirmed rights record for this source yet.

Machine-readable

No source-specific machine-readable restriction detected beyond the public feed.

WeSearch interpretation

WeSearch declared handling (basis: Derived from the published RSS/Atom feed). This is WeSearch policy, not a legal grant on the publisher's behalf.

Unknown

Retrieval and training permissions are not asserted unless the publisher confirms them.

WeSearch handling by dimension

Indexing	May the item be indexed (stored, ranked, made findable)?	Allowed
Snippet	May a short excerpt of the publisher's text be shown?	Allowed
AI summary	May WeSearch generate its own short summary of the article?	Limited
Retrieval / RAG	May the content be exposed for third-party retrieval-augmented generation?	Not asserted
Model training	May the content be used to train AI models?	Not asserted
Commercial reuse	May the content be reused commercially?	Not permitted

Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.

Open original publisher → Source rights JSON → Machine-readable provenance → Rights framework → WESEARCH-STORY-PROVENANCE-V1

Opening excerpt (first ~120 words) tap to expand

{"@context":"https://schema.org","@type":"SoftwareApplication","name":"Vietnam Tender Intelligence","description":"Monitor Vietnam's e-procurement portal (VNEPS) by keyword: upcoming plans, open tenders, and award results — full tender lifecycle in one Actor. Theo dõi đấu thầu công Việt Nam: kế hoạch, thông báo mời thầu, kết quả trúng thầu.","url":"https://apify.com/donerightlabs/tender-intelligence","applicationCategory":"BrowserApplication","image":"https://images.apifyusercontent.com/qzEhWJBd-XGoE7RYpHLMwRsvFCXnl8To7olDW0zDm3U/rs:fill:250:250/cb:1/aHR0cHM6Ly9hcGlmeS1pbWFnZS11cGxvYWRzLXByb2QuczMudXMtZWFzdC0xLmFtYXpvbmF3cy5jb20vMUoxRGhRY3o3RzBIRER0ejktYWN0b3ItZmt6RTdMenZhVFVPOVJDM08taDE5aGZ2czloeC10ZW5kZXItaW50ZWxsaWdlbmNlLWljb24ucG5n.webp","offers":{"@type":"Offer","description":"from…

Excerpt limited to ~120 words for fair-use compliance. The full article is at Apify.

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