{"data":{"slug":"pinecone-io-python-sdk","name":"python-sdk","tagline":"Official Python SDK for Pinecone vector database","github_url":"https://github.com/pinecone-io/python-sdk","owner":"pinecone-io","repo":"python-sdk","owner_avatar_url":"https://avatars.githubusercontent.com/u/54333248?v=4","primary_language":"Python","stars":448,"forks":133,"topics":["pinecone","python","rag","sdk","vector-database","vector-search"],"archived":false,"github_pushed_at":"2026-09-04T20:05:19+00:00","maintenance_label":"Very active","stars_delta_30d":0,"url":"https://www.graphcanon.com/tools/pinecone-io-python-sdk","markdown_url":"https://www.graphcanon.com/tools/pinecone-io-python-sdk.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/pinecone-io-python-sdk","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=pinecone-io-python-sdk","description":"Official Python SDK for the Pinecone vector database","homepage_url":"https://pinecone-io.github.io/python-sdk/","license":"Apache-2.0","open_issues":59,"watchers":25,"ai_summary":"Provides access to Pinecone's services through Python programming language.","readme_excerpt":"## Installation\n\n```bash\npip install pinecone\n```\n\n---\n\n## Quick start\n\nAn index declares its fields as a schema. Declaring a schema makes it a document\nindex: you read and write it through `index.documents`, and each record is a JSON\ndocument whose fields you named yourself.\n\n```python\nfrom pinecone import DenseVectorQuery, Pinecone\n\npc = Pinecone(api_key=\"your-api-key\")  # or omit and set PINECONE_API_KEY\n\n---\n\n## License\n\nApache-2.0. See [LICENSE](LICENSE) for details.","github_created_at":"2021-09-16T00:07:17+00:00","created_at":"2026-07-15T10:38:54.660417+00:00","updated_at":"2026-09-20T04:24:43.241009+00:00","categories":[{"slug":"vector-databases","name":"Vector Databases","url":"https://www.graphcanon.com/categories/vector-databases","markdown_url":"https://www.graphcanon.com/categories/vector-databases.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/vector-databases"}],"tags":[{"slug":"pinecone","name":"pinecone"},{"slug":"python","name":"python"},{"slug":"rag","name":"rag"},{"slug":"sdk","name":"sdk"},{"slug":"vector-database","name":"vector-database"},{"slug":"vector-search","name":"vector-search"}],"trust":{"provenance":{"is_fork":false,"github_id":406959432,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-09-08T06:01:25.615Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":1,"days_since_push":3,"last_release_at":"2026-09-03T14:49:12Z","stars_delta_30d":0,"open_issues_delta_30d":-3},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-15T10:38:56.073Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-09-08T06:01:26.065Z"},"languages":{"value":["python"],"source":"github.language+pyproject.toml","observed_at":"2026-09-08T06:01:26.065Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-09-08T06:01:26.065Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["Use when you need to integrate Pinecone's services into your application and prefer using the Python programming language.","Chosen if you require specific features tied directly to Pinecone, such as specialized client-side optimizations or database-specific access patterns."],"when_not_to_use":["Avoid if your vector database of choice is not Pinecone, as its utilities are tightly integrated with Pinecone's ecosystem.","Not suitable if you seek broader cross-compatibility across different vector databases; this SDK may lack features or optimizations for databases other than Pinecone."],"source":"enrich:decision_facts","observed_at":"2026-07-16T18:41:08.578Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"The python-sdk is the official Python software development kit for working with Pinecone vector databases."}]}}