pinecone-full-text-search
Create, ingest into, and query a Pinecone full-text-search (FTS) document index using the graduated document-schema API (Python SDK 10.0.0, API version 2026-07). Use when the user or agent asks to build a text search index on Pinecone, add dense or sparse vector fields, ingest documents, construct score_by clauses (text / query_string / dense_vector / sparse_vector), or compose with text-match filters ($match_phrase / $match_all / $match_any). Ships `scripts/ingest.py` for safe bulk ingestion (batch_upsert + error inspection + readiness polling); query construction is documented inline in this skill — write `documents.search(...)` calls directly, validated against `pc.indexes.describe(...)` output.
Install
With your agent
Install OMGSkills skill "pinecone-io/skills:pinecone-full-text-search" into this agent's normal skills directory: call the OMGSkills MCP get_install_plan tool for your agent and run the script it returns (it installs only the pinned commit and verifies SKILL.md), and stop if MCP or the pin is unavailable. Do not overwrite or change existing skills without asking me.
Manual command
git clone https://github.com/pinecone-io/skills /tmp/skills && ln -s /tmp/skills/skills/pinecone-full-text-search ~/.claude/skills/pinecone-full-text-searchFrom README
Pinecone Full-Text Search Requires pinecone Python SDK ≥ 10.0.0 (pip pinecone>=10.0.0). The document-schema API graduated out of pinecone.preview in 10.0.0 — it is now a first-class, SemVer-covered part of the SDK, reachable directly off pc (pc.indexes, pc.index(...)). If you land on this skill from an older habit of importing pinecone.preview, stop: that package is deleted outright in 10.0.0 (ModuleNotFoundError, no shim). The packaged helper script pins pinecone==10.0.0 via PEP 723 inline metadata; if you're writing your own code against this skill, pin at least that version. The wire API version is 2026-07. Authoritative reference (last resort). If you hit a question this skill and its references/.md files don't answer, the official Pinecone FTS docs are at . Prefer this skill's content for anything covered here — the docs may describe surfaces (e.g. classic vector API, or the older pinecone.preview shape) that don't apply to the graduated document-schema path.
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pinecone-cli
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pinecone-docs
Curated documentation reference for developers building with Pinecone.