Setting the skill. One moment.
9 skills · 43 min
Skills
Skill 3 of 9
Curated documentation reference for developers building with Pinecone.
2 minutes · 434 words · 9 sections
Install
npx skills add pinecone-io/skills --skill pinecone-docsnpx skills add pinecone-io/skillsThe first command installs just this skill, by the name in its SKILL.md; the second installs the whole repository.
A curated index of Pinecone documentation. Fetch the relevant page(s) for the task at hand rather than relying on training data.
Please attempt to fetch the url listed when relevant. If you run into an error, please attempt to append “.md” to the url to retrieve the markdown version of the Docs page.
In case you need it: A full reference to ALL relevant URLs can be found here: https://docs.pinecone.io/llms.txt (opens in a new tab)
Use this as a last resort if you cannot find the relevant page below.
| Topic | URL |
|---|---|
| Quickstart for all languages and coding environments (Cursor, Claude Code, n8n, Python, JavaScript, Java, Go, C#) | https://docs.pinecone.io/guides/get-started/quickstart (opens in a new tab) |
| Pinecone concepts — namespaces, terminology, and key database concepts | https://docs.pinecone.io/guides/get-started/concepts (opens in a new tab) |
| Data modeling for text and vectors | https://docs.pinecone.io/guides/index-data/data-modeling (opens in a new tab) |
| Architecture of Pinecone | https://docs.pinecone.io/guides/get-started/database-architecture (opens in a new tab) |
| Pinecone Assistant overview |
| Topic | URL |
|---|---|
| Create an index | https://docs.pinecone.io/guides/index-data/create-an-index (opens in a new tab) |
| Index types and conceptual overview | https://docs.pinecone.io/guides/index-data/indexing-overview (opens in a new tab) |
| Integrated inference (built-in embedding models) | https://docs.pinecone.io/guides/index-data/indexing-overview#integrated-embedding (opens in a new tab) |
| Dedicated read nodes — predictable low-latency performance at high query volumes | https://docs.pinecone.io/guides/index-data/dedicated-read-nodes (opens in a new tab) |
| Topic | URL |
|---|---|
| Upsert vectors and text | https://docs.pinecone.io/guides/index-data/upsert-data (opens in a new tab) |
| Multitenancy with namespaces | https://docs.pinecone.io/guides/index-data/implement-multitenancy (opens in a new tab) |
| Topic | URL |
|---|---|
| Semantic search | https://docs.pinecone.io/guides/search/semantic-search (opens in a new tab) |
| Hybrid search | https://docs.pinecone.io/guides/search/hybrid-search (opens in a new tab) |
| Lexical search | https://docs.pinecone.io/guides/search/lexical-search (opens in a new tab) |
Full-text search (preview) — document-schema FTS indexes with text / query_string / dense / sparse scoring | https://docs.pinecone.io/guides/search/full-text-search (opens in a new tab) |
| Metadata filtering — narrow results and speed up searches |
| Topic | URL |
|---|---|
| Python SDK reference | https://docs.pinecone.io/reference/sdks/python/overview (opens in a new tab) |
| Example Colab notebooks | https://docs.pinecone.io/examples/notebooks (opens in a new tab) |
| Topic | URL |
|---|---|
| Production checklist — preparing your index for production | https://docs.pinecone.io/guides/production/production-checklist (opens in a new tab) |
| Common errors and what they mean | https://docs.pinecone.io/guides/production/error-handling (opens in a new tab) |
| Targeting indexes correctly — don’t use index names in prod | https://docs.pinecone.io/guides/manage-data/target-an-index#target-by-index-host-recommended (opens in a new tab) |
See references/data-formats.md (opens in a new tab) for vector and record schemas.
Curated documentation reference for developers building with Pinecone. Contains links to official docs organized by topic and data format references. Use when writing Pinecone code, looking up API parameters, or needing the correct format for vectors or records.
The verbatim description from this skill’s front matter — the string an agent matches on to decide whether to load it.
main, last pushed 18 September 2026.SKILL.md, not by matching a directory convention. One layout observed: skills/*/SKILL.md.h1 and no skipped levels:/pinecone-io/skills.md, and each skill at its own .md URL.| https://docs.pinecone.io/guides/assistant/overview (opens in a new tab) |
| https://docs.pinecone.io/guides/search/filter-by-metadata (opens in a new tab) |
1 file · 2 KB
Everything this skill ships beside its prose. All of it is set here, as a subchapter of skill 3.
Documentation the agent loads on demand, rather than up front.