AgentSkillsCN

pinecone

通过 REST API 管理 Pinecone 向量数据库——包括索引创建、向量插入与更新、查询，以及删除操作。

SKILL.md
--- frontmatter
name: pinecone
description: "Manage Pinecone vector database — indexes, upsert vectors, query, and delete via the REST API."
metadata: {"thinkfleetbot":{"emoji":"🌲","requires":{"bins":["curl","jq"],"env":["PINECONE_API_KEY","PINECONE_INDEX_URL"]}}}

Pinecone

Manage vector indexes, upsert and query vectors.

Environment Variables

  • •PINECONE_API_KEY - API key
  • •PINECONE_INDEX_URL - Index URL (e.g. https://my-index-abc123.svc.pinecone.io)

List indexes

bash
curl -s -H "Api-Key: $PINECONE_API_KEY" \
  "https://api.pinecone.io/indexes" | jq '.indexes[] | {name, dimension, metric, status: .status.state}'

Query vectors

bash
curl -s -X POST -H "Api-Key: $PINECONE_API_KEY" \
  -H "Content-Type: application/json" \
  "$PINECONE_INDEX_URL/query" \
  -d '{"vector":[0.1,0.2,0.3],"topK":5,"includeMetadata":true}' | jq '.matches[] | {id, score, metadata}'

Upsert vectors

bash
curl -s -X POST -H "Api-Key: $PINECONE_API_KEY" \
  -H "Content-Type: application/json" \
  "$PINECONE_INDEX_URL/vectors/upsert" \
  -d '{"vectors":[{"id":"vec1","values":[0.1,0.2,0.3],"metadata":{"text":"example"}}]}' | jq '{upsertedCount}'

Describe index stats

bash
curl -s -X POST -H "Api-Key: $PINECONE_API_KEY" \
  "$PINECONE_INDEX_URL/describe_index_stats" | jq '{dimension, totalVectorCount}'

Delete vectors

bash
curl -s -X POST -H "Api-Key: $PINECONE_API_KEY" \
  -H "Content-Type: application/json" \
  "$PINECONE_INDEX_URL/vectors/delete" \
  -d '{"ids":["vec1","vec2"]}' | jq '.'

Notes

  • •Always confirm before upserting or deleting vectors.