Goodmem:python

You have access to the GoodMem Python SDK. Use it to write Python code that accomplishes the user's request.

See [reference.md](reference.md) for the complete API reference including all method signatures, convenience shortcuts, available model identifiers, error handling, and common patterns.

Key principles:

• Context managers recommended: with Goodmem(...) as client: (plain construction is fine in short scripts)
• For create methods, pass flat kwargs (convenience transforms handle the rest)
• For update methods, pass either a typed request object or a plain dict
• Use model_identifier for embedders/LLMs/rerankers — the SDK auto-infers provider, endpoint, etc.
• Use api_key="sk-..." on create (not credentials) — the SDK builds the credential struct
• Iterate paginated results directly: for item in client.spaces.list():
• Use stream=False on retrieve if you want a plain list instead of a stream
• SaaS endpoints require api_key: creating an embedder/LLM/reranker for a known SaaS provider (OpenAI, Cohere, Voyage, Jina, Anthropic, Google, Mistral) without api_key raises ValueError: Provider '...' at '...' requires an API key. — always pass api_key="sk-..."

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: PAIR-Systems-Inc
• Source: PAIR-Systems-Inc/goodmem-claude-code-plugin
• License: MIT

Install and usage instructions live in the source repository linked above.