nlweb-data-loading skillA
nlweb-data-loading is agent-read markdown (skill) from orcaqubits/agentic-commerce-skills-plugins: Ingest site content into NLWeb's vector store using `db_load.py` — supports RSS/Atom feeds, Schema.org JSON-LD, sitemap-driven URL lists, and CSV. Covers chunking, embedding computation, site partitioning, batch sizing, delete-and-reload, and per-backend write_endpoint targeting. Use when bootstrapping a site's index, refreshing content, or migrating between retrieval backends..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# NLWeb Data Loading ## Before writing code **Fetch live docs**: 1. Fetch https://github.com/nlweb-ai/NLWeb/blob/main/docs/tools-database-load.md for the canonical `db_load.py` reference. 2. Inspect `AskAgent/python/data_loading/db_load.py` and `db_load_utils.py` in the live repo for exact CLI flags — they've added flags in recent releases. 3. Check `AskAgent/python/data_loading/rss2schema.py` for how RSS items map to Schema.org `Article` objects. 4. Confirm the **embedding provider** used at ingest matches `preferred_provider` in `config_embedding.yaml` for the query side — mismatch = silent retrieval failure. 5. For partner backends, check `docs/setup-snowflake.md`, `docs/setup-cloudflare-autorag.md`, etc. for backend-specific ingest steps (some bypass `db_load.py`). ## Conceptual Architecture ### What db_load Does `db_load.py` is the canonical ingest pipeline. Given a source and a site name, it: 1. **Fetches** the source (RSS feed, JSON-LD URL, sitemap-derived URL list, CSV). 2. **Normalizes** each item to a Schema.org JSON object (uses `rss2schema.py` for feeds; passes JSON-LD through; maps CSV columns by convention). …
Read the whole file at its exact version.
How to install
mdr add orcaqubits/agentic-commerce-skills-plugins/nlweb-data-loading@git:20260513.4751044mdr add orcaqubits/agentic-commerce-skills-plugins/nlweb-data-loading@sha256:d9042c380fd2b312Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_milzunpkamha35kb)
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Versions
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7576 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
orcaqubits/agentic-commerce-skills-plugins · 39 stars · license MIT · pushed 2026-09-14 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_milzunpkamha35kb GET https://markdownregistry.com/api/v1/resolve?ref=orcaqubits/agentic-commerce-skills-plugins/nlweb-data-loading GET https://markdownregistry.com/api/v1/blob/d9042c380fd2b312cd7ac47b5b94996a13652020a4b7889981916c9689daaf39
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