Dɔnniya basigilen / Ɲɛmɔgɔw

Sỉniɲi, Baro kalanw ni KumaƝɛw

Ɲɛgɛsɛɲɛ bɛɛ kɔrɔ bɛɛ kɛna k'a fɔ ko bɛɛ kɛ k'a fɔ model kɛnɛ kɔrɔ bɛɛ kɛ, bɛɛ bɛ kɛ k'a fɔ k'a kɛ k'a fɔ bɛɛ kɛ bɛɛ bɛ mɛn kɛ bɛɛ kɛ bɛɛ kɛ k'a fɔ bɛɛ bɛɛ kɛ bɛɛ bɛɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ bɛɛ bɛɛ kɛ

Nin ɲɛ in bamanankanna ni masin ye walasa ka nɔgɔya. Angilɛkan original ye version ye min bɛ tali kɛ.

Chat Completions

OpenAI chat fɔrmati, ni fɔlɔ bɛɛ kɛlɛkɛlɛ bɛ kɛ dɛmɛ ye. Kuma kɛ sisan taga, n'a bɛ i dɛmɛ ka sɔrɔ mɛsɛji taga.

POST https://nymbot.ai/api/v1/chat/completions — API key bɛ se ka la.

Ɲɛ model ani messages a bɛ se ka fɔ. Sampiling paramɛtɛ dɔ bɛ kɛ ni a tɛ kɛra k’a fɔ tɛmɛ tɛmɛtɛ dɔ kɔnɔ n’a fɔ tɛ fanga tɛ, nka mɔgɔ bɛ se ka kow bɛɛ kɛ kɛndɛ dɔ kɔnɔ. Model list bɛ model dɔw bɛɛ dɔrɔn kɛ. supported_parameters. O bɛ ko bɛɛ ka ninnu kɛ de kɛ de tɛ kɛ de kɛ, o de bɛ tɛ fɔ ko a ka kɛ de kɛ: sɔrɔ fɛ mɔgɔ tɛ kan ka ye, kow fɛ mɔgɔ tɛ kan ka dɔnkili.

A kâ bɛn kura ninnu dɔ kɛ chat.completion, kɛnɛ kɛnɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ kɛnɛ bɛɛ kɛnɛ bɛɛ bɛɛ kɔrɔ k usage.cost (dɔgɔtɔ kura ye) ni kɔrɔ kura ye nymbot ɲɛmɔgɔ. model o ye model id ye kɛra ye, so a short name comes back as the full one. If the model reasoned before answering, its reasoning is in message.reasoning_content, tara fɛ faga.

Sariya

{
  "id": "chatcmpl-5f1c0a9e27d84b3c",
  "object": "chat.completion",
  "created": 1790726400,
  "model": "anthropic/claude-sonnet-5",
  "choices": [
    {
      "index": 0,
      "message": {
        "role": "assistant",
        "content": "A Lightning invoice is a one-time payment request..."
      },
      "logprobs": null,
      "finish_reason": "stop"
    }
  ],
  "usage": {
    "prompt_tokens": 1240,
    "completion_tokens": 380,
    "total_tokens": 1620,
    "prompt_tokens_details": { "cached_tokens": 0 },
    "completion_tokens_details": { "reasoning_tokens": 0 },
    "cost": 0.01895
  },
  "nymbot": {
    "balance": "pro",
    "charged_credits": 0.162,
    "charged_sats": 16.2,
    "balance_credits": 412.425,
    "balance_sats": 41242.5
  }
}

finish_reason a bɛ a fɛɛrɛ kɔnɔ fɛɛrɛ la, nka telidenw bɛ a kɛ kɛlɛya fɛɛrɛ dɔ na: tool_calls mɔgɔ fɛnw bɛɛ kɛra mɔgɔ bɛɛ bɛ fɛnw a fɛ, length ɲɛ kɛra ɲɛ fɛɛrɛ bɛɛ bɛ kɛ kow bɛɛ kɛra (o tɛ kɛ kɛnɛya kɔrɔ kɔrɔ kɛ kɛ o ka kɔrɔ bɛ kɛ kura kɛna mɔgɔ tɛ kɛ ɲɛ fɛɛrɛ), content_filter mɔgɔ bɛɛ bɛ kɛ k'a fɛ, ni kɛlɛ kɛra, n'a bɛ... stop ɲɛ kɔrɔ ye. usage.completion_tokens_details.reasoning_tokens reasoning tokens bɛ sɛbɛn, k'a fɔ k'a la mɔgɔ dɔɔni dɔɔni ɲɛ completion_tokens.

Status kodo bɛ́ k’a fɔ k’a lakali endpoint bɛ́ bɛ́ dɛmɛ kɛ dɔn kɛra ɲɛ́ mɔgɔw bɛ́ kɛ: ninnin kɛnɛyɔrɔw.

cURL

curl https://nymbot.ai/api/v1/chat/completions \
  -H "Authorization: Bearer $NYMBOT_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "anthropic/claude-sonnet-5",
    "messages": [
      {"role": "system", "content": "Answer in one short paragraph."},
      {"role": "user", "content": "What is a Lightning invoice?"}
    ],
    "max_tokens": 400
  }'

Python

import os
from openai import OpenAI

client = OpenAI(base_url="https://nymbot.ai/api/v1", api_key=os.environ["NYMBOT_API_KEY"])

reply = client.chat.completions.create(
    model="anthropic/claude-sonnet-5",
    messages=[
        {"role": "system", "content": "Answer in one short paragraph."},
        {"role": "user", "content": "What is a Lightning invoice?"},
    ],
    max_tokens=400,
)
print(reply.choices[0].message.content)
print(reply.usage.cost)

JavaScript

import OpenAI from "openai";

const client = new OpenAI({ baseURL: "https://nymbot.ai/api/v1", apiKey: process.env.NYMBOT_API_KEY });

const reply = await client.chat.completions.create({
  model: "anthropic/claude-sonnet-5",
  messages: [
    { role: "system", content: "Answer in one short paragraph." },
    { role: "user", content: "What is a Lightning invoice?" },
  ],
  max_tokens: 400,
});
console.log(reply.choices[0].message.content);
console.log(reply.usage.cost);

Streaming

ka kɛ n fɛ "stream": true fanga bɛ server-sent events ye a bɛ fɔ ma k'a fɔ i n'a fɔ model bɛ a sɔrɔ kɛ. Kalanso bɛɛ ye a... chat.completion.chunk a la data: lɛn, ni su bɛ k'a kaba kɛ... data: [DONE]. Ka dɔnniya bɛna ɲɛ delta.reasoning_content, a̱ bɛ kaawu kɛ o la delta.content.

A fɛ kɛ bɛɛ kɛɲɛ kɔrɔ kɛ kɛɲɛ faga dɔ dɔ fɛ, a bɛ kɔrɔ kɛ kɔrɔ kɛ fana kɔrɔ dɔ kɔrɔ fɛ, a bɛ fana kɛ kura kura dɔ fɛ max_tokens an ka kɛ reasoning model ye. Yɛlɛmanya bɛ se ka kɛ dɔgɔtɔmanya ye, sɔnɔ bɛ kɛ ni a bɛ a fɔ k’a bɔ k’a bɛɛ kɛ dɔrɔn ye, nka i kɛ n’i bɛ Nymbot fɛ, mɔgɔ bɛ se ka kɛ kɛnɛ kɛnɛ dɔgɔtɔmanya ye nka a bɛ tɛmɛ kɛ sariya kɛrɛnkɛrɛn ye mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛnɛ bɛɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ kɛɲɛtɛ kɛra fɛɛrɛ mɔgɔ kɛ kɛnɛ kɛnɛ k

Stream

data: {"id":"chatcmpl-5f1c0a9e27d84b3c","object":"chat.completion.chunk","created":1790726400,"model":"anthropic/claude-sonnet-5","choices":[{"index":0,"delta":{"role":"assistant","content":""},"finish_reason":null}]}

data: {"id":"chatcmpl-5f1c0a9e27d84b3c","object":"chat.completion.chunk","created":1790726400,"model":"anthropic/claude-sonnet-5","choices":[{"index":0,"delta":{"content":"A Lightning invoice"},"finish_reason":null}]}

: keep-alive

data: {"id":"chatcmpl-5f1c0a9e27d84b3c","object":"chat.completion.chunk","created":1790726400,"model":"anthropic/claude-sonnet-5","choices":[{"index":0,"delta":{},"finish_reason":"stop"}]}

data: {"id":"chatcmpl-5f1c0a9e27d84b3c","object":"chat.completion.chunk","created":1790726400,"model":"anthropic/claude-sonnet-5","choices":[],"usage":{"prompt_tokens":1240,"completion_tokens":380,"total_tokens":1620,"cost":0.01895},"nymbot":{"balance":"pro","charged_credits":0.162,"charged_sats":16.2,"balance_credits":412.425,"balance_sats":41242.5}}

data: [DONE]

• Wari kɔnɔ wɛrɛ wɛrɛ kɔnɔ dɔrɔn fɔlɔ kɔnɔ : keep-alive kɔlɔlɔw bɛ sɛn k’a kɛ bɔ k’a kɛ i bɛ kɔrɔsi kɛ bɔ k’a kɛ bɛɛ kɛ tɛgɛ 15 tɛgɛ la, bɛɛ bɛ kɔrɔsi kɛ kɛ kɛ bɛɛ kɛ tɛgɛ 15 tɛgɛ la. SSE clients bɛ a fɛɛn.
• A bɛ a ye... fɛ "stream_options": {"include_usage": true} ka i ka koli kaba kɔ kɔrɔ kɛ, ɲɛmɔgɔ tɛ bɛ kɔrɔ kɛ choices, token kɛliw, jiriɲini kɛlɛ ni... nymbot ɲɛmɔgɔ.
• Stream bɛ kɔlɔsɔ kɛ ka fɔ stream bɛ kɛlɛ. Ni i ye kɛnɛ bɛɛ kɛ kɛlɛ kɔrɔ, model bɛ se kɛ kɛlɛ kɔrɔ: Nymbot bɛ provider stream kɔrɔ kɛ, kɛ saba (25) saniye kɛrɛnkɛrɛn, a ka token ka kɛnɛ kɛ, nankɔ i bɛ provider bɛ i fɔ ko i bɛ fo. Ka kɛnɛ bɛɛ ma, i ka fo bɛ se ka kɛ i ka fɔlɔw nankɔ a ye kɛlɛ kɛra, ni a fɛ kɛlɛ bɛɛ bɛɛ ma model bɛ kɛlɛ kɛ model ye.
• Kɛlɛsɛn kow bɛ bɛn kɔrɔ kɛnɛ kɔrɔ fɛ, n'a fɔ a bɛ: 401 ɛ̀ kɔ̀rɔ̀ 402, bɛ kɛ ordinary JSON ye a status code ye, a tɛ stream ye. Error kɛlɛn kɔfɛ stream bɛ kɛ kɛ fɛn kɛlɛn ye data: {"error": {…}} ɲɛmɔgɔ, k'a kɔrɔ kɔrɔ gɛlɛn tɛ ɲɛmɔgɔ dɔ kɔrɔ kɛnɛ ye [DONE].
• Tools ye requests ye ni OpenAI's Responses transport ye model ye, provider ye streaming tɛ kɛ. U bɛna stream kɛ nɔgɔya ye, a bɛna fɔ a kow fɔla.

cURL

curl -N https://nymbot.ai/api/v1/chat/completions \
  -H "Authorization: Bearer $NYMBOT_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "nymbot/auto",
    "stream": true,
    "stream_options": {"include_usage": true},
    "messages": [{"role": "user", "content": "Write a haiku about sats."}]
  }'

Python

import os
from openai import OpenAI

client = OpenAI(base_url="https://nymbot.ai/api/v1", api_key=os.environ["NYMBOT_API_KEY"])

stream = client.chat.completions.create(
    model="nymbot/auto",
    stream=True,
    stream_options={"include_usage": True},
    messages=[{"role": "user", "content": "Write a haiku about sats."}],
)
for chunk in stream:
    if chunk.choices:
        print(chunk.choices[0].delta.content or "", end="", flush=True)
    elif chunk.usage:
        print("\ncost:", chunk.usage.cost)

JavaScript

import OpenAI from "openai";

const client = new OpenAI({ baseURL: "https://nymbot.ai/api/v1", apiKey: process.env.NYMBOT_API_KEY });

const stream = await client.chat.completions.create({
  model: "nymbot/auto",
  stream: true,
  stream_options: { include_usage: true },
  messages: [{ role: "user", content: "Write a haiku about sats." }],
});
for await (const chunk of stream) {
  if (chunk.choices.length) process.stdout.write(chunk.choices[0].delta.content || "");
  else if (chunk.usage) console.log("\ncost:", chunk.usage.cost);
}

Talo kɔrɔsiw

Ka functions bɛ... la fɔ. tools nka model bɛ se ka fɛ k'a bɛɛ dɛmɛ dɔw kɛ k'a fɔ k'a dɔmɔsɔ k'a fɔ tɛ, i bɛ funksiyen o kɛ, i bɛ a sɔrɔ k'a dɛmɛ k'a ye a... tool kuma bɛ kɛ dɛmɛ dɛmɛ ye tool_call_id, n'a kɛ kow bɛɛ sɔrɔ k'a dɔɔni kɛ fɔli kɛ, k'a bɔ k'a sɔrɔ k'a dɔɔni kɛ fɔli kɛ. Nymbot tɛ i ka fɛn bɛɛ kɛ; a bɛ model kɛ n'a kɛ kow bɛɛ kɛ i ye.

tool_choice a ka "auto", "none", "required" ɛ̀ kɔ̀rɔ̀ {"type": "function", "function": {"name": "…"}}. Modɛl sisan bɛ a fɔ k’a dɛmɛ k’a fɔ ko modɛlƝ bɛ kɛ kow dɛmɛ (capabilities.tools). Tɔgɔw bɛ kɛ nɔgɔya nalo k'a fɔ... 400 unsupported_tool kɔ nymbot/auto ka kɛ nka fɛɛrɛ fɛɛrɛ ye fɛɛrɛ kura bɛ kɛ OpenAI Responses kɛnɛya la, fɛɛrɛ bɛ ninnu ye Nymbot tɛ fɛɛrɛ kɛ toolu ye.

ka kɛ n fɛ "stream": trueTaasila bɛ kɛ sigi kɛla dɔ kɛra, n'a ka kɔfɛ, a bɛ bɔ k'a kɛ dɔni dɔni dɔni: role, dɔni dɔni kɛla dɔ bɛ kow bɛɛ kɛ k'a dɔn, a ka nɔgɔ, a ka kɔrɔ, a ka tɔgɔ ani a ka ko bɛɛ, ani a kɔfɛ kɛla sigi kɛla. Client-w bɛ tool call bɛɛ sɔrɔ k'a kɛ n'a kɛ k'a kɛ ka kɔrɔ kɛla.

Ɲɛmɔgɔ, kɛnɛya kɔnɔ

"choices": [
  {
    "index": 0,
    "message": {
      "role": "assistant",
      "content": null,
      "tool_calls": [
        {
          "id": "call_7d2e",
          "type": "function",
          "function": { "name": "get_invoice_status", "arguments": "{\"invoice_id\":\"a41f\"}" }
        }
      ]
    },
    "finish_reason": "tool_calls"
  }
]

cURL

curl https://nymbot.ai/api/v1/chat/completions \
  -H "Authorization: Bearer $NYMBOT_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "anthropic/claude-sonnet-5",
    "messages": [{"role": "user", "content": "Has invoice a41f been paid?"}],
    "tools": [{
      "type": "function",
      "function": {
        "name": "get_invoice_status",
        "description": "Look up whether an invoice is paid.",
        "parameters": {
          "type": "object",
          "properties": {"invoice_id": {"type": "string"}},
          "required": ["invoice_id"]
        }
      }
    }]
  }'

Python

import json, os
from openai import OpenAI

client = OpenAI(base_url="https://nymbot.ai/api/v1", api_key=os.environ["NYMBOT_API_KEY"])

tools = [{
    "type": "function",
    "function": {
        "name": "get_invoice_status",
        "description": "Look up whether an invoice is paid.",
        "parameters": {
            "type": "object",
            "properties": {"invoice_id": {"type": "string"}},
            "required": ["invoice_id"],
        },
    },
}]
messages = [{"role": "user", "content": "Has invoice a41f been paid?"}]

reply = client.chat.completions.create(model="anthropic/claude-sonnet-5", messages=messages, tools=tools)
call = reply.choices[0].message.tool_calls[0]
args = json.loads(call.function.arguments)

messages.append(reply.choices[0].message)
messages.append({"role": "tool", "tool_call_id": call.id, "content": json.dumps({"paid": True})})

final = client.chat.completions.create(model="anthropic/claude-sonnet-5", messages=messages, tools=tools)
print(final.choices[0].message.content)

JavaScript

import OpenAI from "openai";

const client = new OpenAI({ baseURL: "https://nymbot.ai/api/v1", apiKey: process.env.NYMBOT_API_KEY });

const tools = [{
  type: "function",
  function: {
    name: "get_invoice_status",
    description: "Look up whether an invoice is paid.",
    parameters: {
      type: "object",
      properties: { invoice_id: { type: "string" } },
      required: ["invoice_id"],
    },
  },
}];
const messages = [{ role: "user", content: "Has invoice a41f been paid?" }];

const reply = await client.chat.completions.create({ model: "anthropic/claude-sonnet-5", messages, tools });
const call = reply.choices[0].message.tool_calls[0];
const args = JSON.parse(call.function.arguments);

messages.push(reply.choices[0].message);
messages.push({ role: "tool", tool_call_id: call.id, content: JSON.stringify({ paid: true }) });

const final = await client.chat.completions.create({ model: "anthropic/claude-sonnet-5", messages, tools });
console.log(final.choices[0].message.content);

Suluw kɛlɛka la

Mɔgɔw bɛɛ bɛɛ kɛnɛ ye ɲɛ kɛra kɛnɛ ye capabilities.vision a bɛ kalan fɛɛrɛw la. dɔ tigi image_url kuma musu kɛla tɛgɛ, fɛ kafo bɛɛ ye https:// link walli a data:image/…;base64, URL. Kɛlɛmɛn kɛnɛ fɛɛrɛ kɛ mɔgɔ la dɔɔni kɛnɛ kɛnɛ kɛnɛ dɔ kɛra dɔ ka fɛɛrɛ dɔ kɛ. SVG kɛnɛmɛnw bɛ bɔ, nka kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛlɛmɛn kɛ400 invalid_image_url). A tɛ fo detail bɛ auto, low ɛ̀ kɔ̀rɔ̀ high.

ka kɛ n fɛ nymbot/auto, fanga bɛ kɛ k'a jago fɛ, o bɛ kɛ dɔnniya bɛɛ sɔrɔ mɔgɔ kan, o bɛ kɛ dɔnniya fɛɛrɛ bɛɛ sɔrɔ mɔgɔ kan. Catalog model tɛ kɛ... capabilities.vision a bɛ kalan fɛɛrɛw a ka dɔnnen kɛ fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛrɛw fɛɛr 400 unsupported_content. Sɔrɔya kɔnɔ fɛɛrɛw bɛ se ka kɛ kɛla kɛlɛya kɔnɔ fɛɛrɛ de ka kɛ. Lɔnkɛ bɛ sɔfɔ kɛ kɛla kɛlɛya kɛla de bɛ fɛɛrɛ kɛnɛ kɔnɔ; Nymbot bɛ fɛɛrɛ kɛ bɛɛ kɛla kɛlɛya bɛɛ kɔnɔ, a tɛ a ka fɛɛrɛ dɔɔni kɛ.

Sulu dɔ bɛ kɛ input token-wƝ ye, n'a fɔlɔ-tɔgɔ bɛ a la, a bɛ kɛ a sisan kalan dɔ ye.

cURL

curl https://nymbot.ai/api/v1/chat/completions \
  -H "Authorization: Bearer $NYMBOT_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "anthropic/claude-sonnet-5",
    "messages": [{
      "role": "user",
      "content": [
        {"type": "text", "text": "What is in this picture?"},
        {"type": "image_url", "image_url": {"url": "https://example.com/receipt.jpg"}}
      ]
    }]
  }'

Python

import base64, os
from openai import OpenAI

client = OpenAI(base_url="https://nymbot.ai/api/v1", api_key=os.environ["NYMBOT_API_KEY"])

with open("receipt.jpg", "rb") as f:
    data_url = "data:image/jpeg;base64," + base64.b64encode(f.read()).decode()

reply = client.chat.completions.create(
    model="anthropic/claude-sonnet-5",
    messages=[{
        "role": "user",
        "content": [
            {"type": "text", "text": "What is in this picture?"},
            {"type": "image_url", "image_url": {"url": data_url}},
        ],
    }],
)
print(reply.choices[0].message.content)

JavaScript

import { readFile } from "node:fs/promises";
import OpenAI from "openai";

const client = new OpenAI({ baseURL: "https://nymbot.ai/api/v1", apiKey: process.env.NYMBOT_API_KEY });

const dataUrl = "data:image/jpeg;base64," + (await readFile("receipt.jpg")).toString("base64");

const reply = await client.chat.completions.create({
  model: "anthropic/claude-sonnet-5",
  messages: [{
    role: "user",
    content: [
      { type: "text", text: "What is in this picture?" },
      { type: "image_url", image_url: { url: dataUrl } },
    ],
  }],
});
console.log(reply.choices[0].message.content);

Tila-tila

Mɔgɔw bɛɛ bɛɛ kɛnɛ ye ɲɛ kɛra kɛnɛ ye capabilities.reasoning ba k'a kɛli fɛɛrɛ fɛɛrɛ k'a ye fɔ, i taga fɔ ko a fɛɛrɛ kɛ n'a fɛ fɛɛrɛ kɛ dɔ kɛ ko ɲɛ reasoning_effort ("minimal", "low", "medium" ɛ̀ kɔ̀rɔ̀ "high") nɔ̀ "reasoning": {"effort": "high"}, o firika :thinking môdèl kɔrɔ kɛnɛ dɛmɛ dɔ kɛra, o bɛ ka kɛ kɛlɛ kɛni kɛ dɔ dɔ kɛ. Môdèl u fɛɛrɛ tɛ kɛra kɛ ka kɛlɛ dɔ dɔ kɛ dɛmɛ kɛra. Kɛ... nymbot/auto, :thinking a ka kominsɛn kɛ kalan fɛn ni kura kɛnɛ kɔnɔ.

Anthropic kaladanw kɔrɔ la, kɛnɛya kɛnɛ bɛ kɛ token kɛmɛ kɛmɛ nɔgɔya 1,000, 2,000, 8,000 o sɔrɔ 16,000 ye, a tɛ kɛ kɛmɛ kɛnɛ nɔgɔya kɛ kɛ ye tɛ. max_tokens a bɛ a yɛlɛma. Ka kàntan kili, a ka kan ka kàntan dɔgɔya k'a fɔ i n'a fɔ ko... tool_choice a bɛ kɛlɛw kɛ kɛlɛwakan kan, nka kɛlɛw bɛ kɛ kɛlɛwakan kɛlɛwakan (a ka kaba kɛlɛwakan kɛlɛwakan tɛrɛ ye), sababu Anthropic bɛ se k’a kɛ sigi k’a ka cɛmɛn kɛ de tɛ. A bɛ kɛ Responses ani Messages endpoints kan kɛ.

N'kanu bɛ kɔrɔ fɛ message.reasoning_content, walla delta.reasoning_content streaming kɛlɛ kɛlɛya la, i n'a fɔ a tɛ sɔrɔ ka dɛmɛ kɛ k'a fɔ k'a fɛɛ kɛ dɛmɛ dɔ ye. Jigi kɛlɛya ye o ye fɛɛ ye, o k'a fɔ k'a kɛ dɔ ye, o la completion_tokens. Takun bɛɛ tɛ kɛra k'a fɔ ko sɔrɔ kili la, nka u bɛ a fɛɛrɛ la.

cURL

curl https://nymbot.ai/api/v1/chat/completions \
  -H "Authorization: Bearer $NYMBOT_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "anthropic/claude-sonnet-5",
    "reasoning_effort": "high",
    "messages": [{"role": "user", "content": "Is 2^61 - 1 prime? Show why."}]
  }'

Python

import os
from openai import OpenAI

client = OpenAI(base_url="https://nymbot.ai/api/v1", api_key=os.environ["NYMBOT_API_KEY"])

reply = client.chat.completions.create(
    model="anthropic/claude-sonnet-5",
    reasoning_effort="high",
    messages=[{"role": "user", "content": "Is 2^61 - 1 prime? Show why."}],
)
message = reply.choices[0].message
print(getattr(message, "reasoning_content", None))
print(message.content)

JavaScript

import OpenAI from "openai";

const client = new OpenAI({ baseURL: "https://nymbot.ai/api/v1", apiKey: process.env.NYMBOT_API_KEY });

const reply = await client.chat.completions.create({
  model: "anthropic/claude-sonnet-5",
  reasoning_effort: "high",
  messages: [{ role: "user", content: "Is 2^61 - 1 prime? Show why." }],
});
console.log(reply.choices[0].message.reasoning_content);
console.log(reply.choices[0].message.content);

Model fanga-mɔgɔw

Model kɔrɔ kɔrɔ kɔrɔ bɛ kura bɛɛ kɛ mɔgɔ kɛ mun ye, fɛɛrɛ tɛ kɔrɔ fɛɛ. O bɛ kɛ idɛ dɔɔni kɔrɔ kɔrɔ ani dɔɔni kɔrɔ kɔrɔ ye, a bɛ kɛ n'a fɔ ye anthropic/claude-sonnet-5:online.

Sɔfɔlen (suffix) kɔrɔ bɛ kɔrɔ. Sɔfɔlen bɛ kɔrɔ dɔɔni dɔɔni bɛɛ fanga kɛ k'a dɛmɛ fana k'a kɛ dɔnniya ye; k'a yɛlɛma, sɔfɔlen bɛɛ bɛ kɛ k'a dɛmɛ dɔnniya ye. Model nɔmɔ kɔrɔ bɛɛ bɛ kɛ fɛɛrɛ bɛɛ kɛ k'a dɛmɛ fana k'a kɛ dɔnniya ye; a bɛ se ka kɛ nɔmɔ koli kɛ nɔmɔ koli kɛ kɛ k'a dɛmɛ fana k'a kɛ dɔnniya ye. 400 invalid_value.

cURL

curl https://nymbot.ai/api/v1/chat/completions \
  -H "Authorization: Bearer $NYMBOT_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "anthropic/claude-sonnet-5:thinking",
    "messages": [{"role": "user", "content": "Plan a three-day trip to Lisbon."}]
  }'

Python

import os
from openai import OpenAI

client = OpenAI(base_url="https://nymbot.ai/api/v1", api_key=os.environ["NYMBOT_API_KEY"])

reply = client.chat.completions.create(
    model="anthropic/claude-sonnet-5:thinking",
    messages=[{"role": "user", "content": "Plan a three-day trip to Lisbon."}],
)
print(reply.choices[0].message.content)

JavaScript

import OpenAI from "openai";

const client = new OpenAI({ baseURL: "https://nymbot.ai/api/v1", apiKey: process.env.NYMBOT_API_KEY });

const reply = await client.chat.completions.create({
  model: "anthropic/claude-sonnet-5:thinking",
  messages: [{ role: "user", content: "Plan a three-day trip to Lisbon." }],
});
console.log(reply.choices[0].message.content);

Web searchu ɲini

Chat modeli bɛɛ bɛ se ka kɛnɛya kɔnɔna kɛ. Nymbot bɛ kalan kɛ a mɔgɔ ninnu kura kɛmɛ (a fɔlɔ sɔsɔ 2,000 fɛɛrɛ), a bɛ mɔgɔ kɛ kɛnɛya laɲɛɲɛ kɛ kɛ kɛnɛya laɲɛɲɛ kɛ kɛ, a bɛ a fɛɛrɛ kɛ a dɔnna k'a laɲɛɲɛ kɛ a kɔnɔna kɛ, a bɛ a fɔ ko fɛɛrɛ dɔ ye, a tɛ se ka a fɛɛrɛ fɛɛrɛ kɛ. O la mode duuru bɛ:

• Ɲɛfɛli kɛ dɔɔni dɔɔni ɲɛ: "plugins": [{"id": "web", "max_results": 5}], ni a :online model kɔrɔ bɛɛ kɔrɔ bɛɛ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔrɔ bɛɛ kɔ
• Sɔrɔ a bɛ kɛ fɛɛrɛ ye ka: "tools": [{"type": "web_search", "parameters": {"max_results": 5}}], k’a fɔ a bɛɛ a ye fɔ web_search_preview ɛ̀ kɔ̀rɔ̀ openrouter:web_search. Nymbot a bɛ se ka sɔrɔ fɛɛrɛ kɛ n'a fɔ k'a ye ko kunsun kɛɲɛ kɛ la, n'a fɔ k'a ye ko k'a fɛɛrɛ kɛ fɛɛrɛ kɛɲɛ la, ko bɛɛ de bɛ app kɛ.

max_results a ye 5 kɛrɛnkɛrɛn na, kɔrɔ ye 10 ye. Jolow bɛ bɔ... nymbot.web_search.sources, ɲɛɛ bɛɛ ye title, snippet ani url, n’a ka kɔ url_citation Kuma fɛ ka muso.

Search bɛɛ bɛ kɛra la, a ye $0.008 ye, satus (sats) ye, token-w de la, nka a bɛ hold kɔnɔ. A ka pages a ka dɔn bɛɛ ye input tokens ye tale, ko n'i ye web kɔnɔ fɛn ye, a ka sɔrɔ bɛ kɛnɛ a kɔrɔ i bɛ a ye a bɛɛ kɛra kɛnɛ kɛra kɔrɔ, ɲɛɲɛɲɛ saba fana.

Ɲɛmɔgɔ, kɛnɛya kɔnɔ

"nymbot": {
  "balance": "pro",
  "charged_credits": 0.431,
  "charged_sats": 43.1,
  "balance_credits": 411.994,
  "balance_sats": 41199.4,
  "web_search": {
    "sources": [
      { "title": "Lightning Network - Wikipedia", "snippet": "The Lightning Network is a payment protocol...", "url": "https://en.wikipedia.org/wiki/Lightning_Network" }
    ]
  }
}

cURL

curl https://nymbot.ai/api/v1/chat/completions \
  -H "Authorization: Bearer $NYMBOT_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "anthropic/claude-sonnet-5",
    "plugins": [{"id": "web", "max_results": 5}],
    "messages": [{"role": "user", "content": "What changed in the latest Bitcoin Core release?"}]
  }'

Python

import os
from openai import OpenAI

client = OpenAI(base_url="https://nymbot.ai/api/v1", api_key=os.environ["NYMBOT_API_KEY"])

reply = client.chat.completions.create(
    model="anthropic/claude-sonnet-5",
    messages=[{"role": "user", "content": "What changed in the latest Bitcoin Core release?"}],
    extra_body={"plugins": [{"id": "web", "max_results": 5}]},
)
print(reply.choices[0].message.content)
for source in reply.model_extra["nymbot"]["web_search"]["sources"]:
    print(source["url"])

JavaScript

import OpenAI from "openai";

const client = new OpenAI({ baseURL: "https://nymbot.ai/api/v1", apiKey: process.env.NYMBOT_API_KEY });

const reply = await client.chat.completions.create({
  model: "anthropic/claude-sonnet-5",
  plugins: [{ id: "web", max_results: 5 }],
  messages: [{ role: "user", content: "What changed in the latest Bitcoin Core release?" }],
});
console.log(reply.choices[0].message.content);
for (const source of reply.nymbot.web_search.sources) console.log(source.url);

Responses API

OpenAI ka fɔlɔ kɔrɔ, ɛ bɛ OpenAI Agents SDK kɔnɔ k’a kɛ Codex ye. A bɛ Chat Completions kɔrɔ mɔgɔ dɔ kɛ bɛɛ, k’a kɛ bɛɛ dɔ bɛɛ kɔnɔ.

POST https://nymbot.ai/api/v1/responses — API key bɛ se ka la.

Sariya

{
  "id": "resp_8c1e4b0f9a2d4e61",
  "object": "response",
  "created_at": 1790726400,
  "status": "completed",
  "model": "anthropic/claude-sonnet-5",
  "output": [
    {
      "type": "message",
      "id": "msg_2b7f",
      "role": "assistant",
      "status": "completed",
      "content": [{ "type": "output_text", "text": "A Lightning invoice is...", "annotations": [] }]
    }
  ],
  "output_text": "A Lightning invoice is...",
  "usage": {
    "input_tokens": 1240,
    "input_tokens_details": { "cached_tokens": 0 },
    "output_tokens": 380,
    "output_tokens_details": { "reasoning_tokens": 0 },
    "total_tokens": 1620
  },
  "incomplete_details": null,
  "error": null,
  "instructions": null,
  "store": false,
  "previous_response_id": null,
  "metadata": {},
  "nymbot": { "balance": "pro", "charged_credits": 0.162, "charged_sats": 16.2, "balance_credits": 412.425, "balance_sats": 41242.5 }
}

Fɛɛrɛ dɔ dɛmɛtɛ bɛ kɛ... output a ka function_call ɲɔgɔn bɛ... ka kɛ... fɛ call_id, name ani arguments; sɔrɔ kɔrɔ dɛmɛ a ka ɲɛ dɔ kɔrɔ la function_call_output ɲɛɲɛɲɛ mɔgɔ ladi ɲɛ call_id. Ka dɛmɛ, ka bɛɛ dɔn, k’a mɛn ka model bɛɛ ka yeelen bɔ, o ye dɔ ye reasoning ɲɔgɔn bɛ... ka kɛ... fɛ reasoning_text ɲɛmɔgɔ, fɛlɛna fɔlɔ. status bɛ incomplete dɔgɔtɔ kɔnɔ fɛn bɛ kɛ dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛɛ kɛra dɔgɔtɔ kɔnɔ bɛ max_output_tokens ni o kà bɛn-mɔgɔ aw, a fɛ... incomplete_details.reason kana fɛ max_output_tokens ɛ̀ kɔ̀rɔ̀ content_filter. A ka kèlè kɛ dɔnniya kɔnɔ k'a fɛ k'a sɔrɔ k'a bɛɛ dɔn (temperature, tools, tool choice ni kɛnɛ kɛlɛw ni fanga wɛrɛw), OpenAI bɛ ka kɛ kɛnɛ kɛ k'a kɛ k'a bɛɛ dɔn, ni a bɛ a bɛɛ fɛ... nymbot jiri fɛɛrɛ.

A bɛna ka fɛɛrɛ kɛ, bɛɛ kɛnɛ kɔnɔ ye ɲɛ... event: line ni a data: a ka lin nɛ sequence_number, o kɔfɛ: response.created, response.in_progress, response.output_item.added, response.content_part.added, i mɔgɔ fɛ dɔrɔn ɲɛ response.output_text.delta, response.output_text.done, response.content_part.done, response.output_item.done, ni kɔfɛ la response.completed ɲɛmɔgɔ kɔrɔ fɛ ɲɛmɔgɔ bɛɛ kɔrɔ ni sɔrɔ. A kɔrɔ kɔrɔ fɛ kɔrɔ bɛ fɛɛrɛ bɛɛ kɛ. response.incomplete tɛ k’a la, ani kɔrɔ ɲɛmɔgɔ kura n’a fɛ k’a kɔrɔ kɛ k’a tɛmɛ k’a dɔnna k’a fɔ fɛɛrɛ fɛ response.failed. Reasoning streams k'a fɛ k'a ye den kɛ nɔgɔ nɔgɔ ye wɛrɛ fɛ response.reasoning_text.delta ani .done. Tool calls bɛ kuma kɔfɛ la, o bɛɛ bɛ dɔ dɔ ye... response.function_call_arguments.delta ani .done.

cURL

curl https://nymbot.ai/api/v1/responses \
  -H "Authorization: Bearer $NYMBOT_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "anthropic/claude-sonnet-5",
    "instructions": "Answer in one short paragraph.",
    "input": "What is a Lightning invoice?"
  }'

Python

import os
from openai import OpenAI

client = OpenAI(base_url="https://nymbot.ai/api/v1", api_key=os.environ["NYMBOT_API_KEY"])

response = client.responses.create(
    model="anthropic/claude-sonnet-5",
    instructions="Answer in one short paragraph.",
    input="What is a Lightning invoice?",
)
print(response.output_text)

JavaScript

import OpenAI from "openai";

const client = new OpenAI({ baseURL: "https://nymbot.ai/api/v1", apiKey: process.env.NYMBOT_API_KEY });

const response = await client.responses.create({
  model: "anthropic/claude-sonnet-5",
  instructions: "Answer in one short paragraph.",
  input: "What is a Lightning invoice?",
});
console.log(response.output_text);

Anthropic Sisanw ​​

Anthropic fɔlati, Anthropic SDK bɛɛ ani Claude Code ye. A bɛ kɛ model bɛɛ ye kɔnɔfɔ bɛɛ la, Claude de tɛ kɛ i ye: request bɛ kɛ fɔlati la, a bɛ kɛ kɛnɛya kɔnɔ kɔrɔ kɔnɔ, a bɛ fɔlati la fana.

POST https://nymbot.ai/api/v1/messages — API key bɛ se ka la, nka x-api-key ɛ̀ kɔ̀rɔ̀ Authorization: Bearer.

O anthropic-version ani anthropic-beta headers bɛ a hakɛla ka fɔ k'a fɛ, nka bɛ a kɔrɔsɔnyɛ. Anthropic model tɔgɔw bɛ fɔ k'a dɔn k'a dɛmɛ katalog kɔ, nka Claude Code ani SDKw bɛ kɛ tɔgɔw fɛ k'a tɔgɔw bɛɛ kɛ:

• Kanaga kɔrɔ kɛrɛnkɛrɛn, n'a fɔ a bɛ kɔnɔ bɛɛ kɛ. claude-sonnet-5 ɛ̀ kɔ̀rɔ̀ anthropic/claude-opus-5, a bɛ a kɛ a fɛɛrɛ kɛ.
• O tɛ dɔgɔtɔ dɔ kɛ mɔgɔ ye (-20260514), -latest, version tag kɛ nɔgɔɲɔ kɛra sɔngɔɲɔ kɛ nɔgɔɲɔ kɛra nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔɲɔ kɛ nɔgɔ -v1, nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye a bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ kɔnɔ bɛ kɛ nkaɲɛ tɔgɔ ye nkaɲɛ bɛɛ [1m] ka an anthropic/ ɛ̀ kɔ̀rɔ̀ anthropic. prefiks ye bɔ, nanga dot tɛn tɛn dɔni bɛ kɛ version ye dɔni bɛ kɛ kɔnɔ fɛɛrɛ fɛɛrɛ kɔnɔ (claude-haiku-4-5 ɲiniw claude-haiku-4.5).
• N’a ka kɛ nkafo de ye, fanga (Opus, Sonnet o Haiku) bɛ kɛ kura ye, n’a fɔ ko catalog’s version bɛ kɛ fanga mɔgɔ lo de ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o ye o
• Ɲɛmɔgɔ fɔlɔ tɛ bɛɛ kɔrɔ mɛn bɛ kɛ bɛɛ tɛ kɛ kɛ ɲɛmɔgɔ fɔlɔ tɛ bɛɛ kɔrɔ mɛn bɛ kɛ bɛɛ tɛ kɛ 404 not_found_error.

Sariya

{
  "id": "msg_01c7a2f93e5b4d08",
  "type": "message",
  "role": "assistant",
  "model": "anthropic/claude-sonnet-5",
  "content": [{ "type": "text", "text": "A Lightning invoice is..." }],
  "stop_reason": "end_turn",
  "stop_sequence": null,
  "usage": {
    "input_tokens": 1240,
    "output_tokens": 380,
    "cache_read_input_tokens": 0,
    "cache_creation_input_tokens": 0
  },
  "nymbot": { "balance": "pro", "charged_credits": 0.162, "charged_sats": 16.2, "balance_credits": 412.425, "balance_sats": 41242.5 }
}

content a bɛ se ka dɔɔni fɔlɔ u kura kɔnɔ fana tool_use bilo la kɛ̀ a la thinking bá, min bɛ... signature a tɛ mɔgɔ la. stop_reason bɛ end_turn, max_tokens, tool_use ɛ̀ kɔ̀rɔ̀ refusal, a ka faga bɛɛ kɛ a fɛɛrɛ ye finish_reason kɔ Chat Completions; stop_sequence a bɛ kɛ k'an fɛ k'an ka fana tɛ bɛɛ kɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ fɛ dɔ f null, n'a fɔ k'a ka kɔlɔsi dɔ tɛgɛ n'a fɔ ko a bɛ dɔ kɛ, a ye dɛmɛ bɛɛ fɔ k'a kɔrɔ kɛ. input_tokens kaatigiɲi fɛɛrɛ bɛɛ kɛnɛ; kɛrɛnkɛrɛn kɛɲɛƝɛɲɛ bɛ kɛrɛnkɛrɛn kɛɲɛɲɛ wuliɲɛ kɛɲɛ wuliɲɛ fɛ. Jiri bɛ nymbot ɲɛ ni o X-Nymbot-Cost-Sats tala.

Anthropic ye kɛlɛw ye: message_start, content_block_start, ping, content_block_delta (text_delta, input_json_delta ɛ̀ kɔ̀rɔ̀ thinking_delta), content_block_stop, message_delta ka ka fɔ kɔnɔ bɛɛ, fɛɛrɛ bɛɛ ni o kɔnɔ ye nymbot sugu faga kɛnɛ, ni message_stop. A ping a bɛ ka fɔ a bɛ kɛ sekelen kɛmɛ kɛmɛ kɛ dɔɔni dɔɔni k'a la k'a bɛɛ fɔ kɛ model bɛ ka kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ kɛ tool_use tɔgɔ bɛɛ kɔnɔ kɛ dɔgɔtɔgɔ dɔ tɛ dɔ bɛɛ kɛ dɔ dɔ kɛ dɔ dɔ kɛ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ dɔ input_json_delta.

Endpoint kɔnɔ kɔrɔw bɛ Anthropic fɔlati kɛ: {"type": "error", "error": {"type": "not_found_error", "message": "…"}}. A baara bɛli bɛ 402 billing_error, saba kɔrɔ dɔ bɛ kɛ kura dɔ la 503 overloaded_error. Ka tɛgɛ tɛgɛ kɔ, kɔnɔn tɛgɛ kɔ tɛ kɛra ka kɛ n'a fɔ ko an b'a yɛlɛma n'a fɔ ko error ɲɛmɔgɔ.

cURL

curl https://nymbot.ai/api/v1/messages \
  -H "x-api-key: $NYMBOT_API_KEY" \
  -H "anthropic-version: 2023-06-01" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "claude-sonnet-5",
    "max_tokens": 1024,
    "messages": [{"role": "user", "content": "What is a Lightning invoice?"}]
  }'

Python

import os
import anthropic

client = anthropic.Anthropic(base_url="https://nymbot.ai/api", api_key=os.environ["NYMBOT_API_KEY"])

message = client.messages.create(
    model="claude-sonnet-5",
    max_tokens=1024,
    messages=[{"role": "user", "content": "What is a Lightning invoice?"}],
)
print(message.content[0].text)

JavaScript

import Anthropic from "@anthropic-ai/sdk";

const client = new Anthropic({ baseURL: "https://nymbot.ai/api", apiKey: process.env.NYMBOT_API_KEY });

const message = await client.messages.create({
  model: "claude-sonnet-5",
  max_tokens: 1024,
  messages: [{ role: "user", content: "What is a Lightning invoice?" }],
});
console.log(message.content[0].text);

Token kɔrɔ kɛ

K'a kɛ n'a fɛ bɛɛ tɛmɛ mɔgɔ kɛ n'a fɛ ka kɛ mɔgɔ bɛɛ kɛ n'a fɛ ka kɛ n'a fɛ k'a dɔn k'a bɛɛ kɛ n'a fɛ k'a dɔn k'a bɛɛ kɛ n'a fɛ k'a dɔn k'a bɛɛ kɛ n'a fɛ k'a dɔn k'a bɛɛ kɛ n'a fɛ k'a dɔn k'a bɛɛ kɛ n'a fɛ k'a dɔn k'a bɛɛ kɛ n'a fɛ k'a dɔn k'a bɛɛ kɛ n'a fɛ k'a dɔn k'a bɛɛ kɛ n'a fɛ k'a dɔn k'a bɛɛ kɛ n'a fɛ k'a dɔn k'a bɛɛ kɛ n'a fɛ k'a dɔn k'a bɛɛ kɛ n'a fɛ k'a dɔn k'a bɛɛ kɛ n'a fɛ k'a dɔn k'a bɛɛ kɛ n'a fɛ k'a dɔn k'a bɛɛ kɛ n'a fɛ k'a dɔn k'a bɛɛ kɛ n'a fɛ k'a dɔn k'a bɛɛ kɛ n'a fɛ k'a dɔn k'a bɛɛ kɛ n'a fɛ k'a dɔn k'a bɛɛ kɛ n'a fɛ k'a dɔn k'a bɛɛ kɛ n'a fɛ k'a dɔn k'a bɛɛ kɛ n'a fɛ k'a dɔn k'a bɛɛ kɛ n'a fɛ k'a dɔn k'a bɛɛ kɛ n'a fɛ k'a dɔn k'a bɛɛ kɛ n'a fɛ k'a dɔn k'a bɛɛ kɛ n'a fɛ k'a dɔn k'a bɛɛ kɛ n'a fɛ k'a dɔn kɛ. An bɛ k'a dɔn k'a bɛɛ tɛmɛ Messages kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔgɔ bɛɛ kɛ n'a fɛ ka mɛn kɛ k'a dɔn ko mɔg

POST https://nymbot.ai/api/v1/messages/count_tokens — API key bɛ se kɛ. Fɛɛrɛ.

Ɲɛmɔgɔ bɛ kɛɲɛ kɛ di bɛɛ ye Kumawo, tɛ bɛ nɔgɔya kɔ max_tokens; model kɔrɔ kɔrɔ de ka tɛgɛ. Kɔnɔfɛ fɛn fɛɛrɛ ye kɛnɛya ye: system prompt, messages, tool calls ni tool definitions kɔrɔ la nɔnɔ dɔ kura, kɛnɛya dɔ kɛ kura fɛɛrɛ dɔ bɛɛ la, kɛ nɔnɔ dɔ kɛ kura 1,600 ye. A ye provider tora-tokenizer ye ye, so kɔnɔfɛ fɛn fɛɛrɛ bɛ se kɛ kɛnɛya dɔ kɛ. Kɛla de ka dɔrɔn kɛ kɔlɔsɔ dɔ kɛra a kɔrɔ kɛra.

Sariya

{ "input_tokens": 318 }

cURL

curl https://nymbot.ai/api/v1/messages/count_tokens \
  -H "x-api-key: $NYMBOT_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "claude-sonnet-5",
    "messages": [{"role": "user", "content": "What is a Lightning invoice?"}]
  }'

Python

import os
import anthropic

client = anthropic.Anthropic(base_url="https://nymbot.ai/api", api_key=os.environ["NYMBOT_API_KEY"])

count = client.messages.count_tokens(
    model="claude-sonnet-5",
    messages=[{"role": "user", "content": "What is a Lightning invoice?"}],
)
print(count.input_tokens)

JavaScript

import Anthropic from "@anthropic-ai/sdk";

const client = new Anthropic({ baseURL: "https://nymbot.ai/api", apiKey: process.env.NYMBOT_API_KEY });

const count = await client.messages.countTokens({
  model: "claude-sonnet-5",
  messages: [{ role: "user", content: "What is a Lightning invoice?" }],
});
console.log(count.input_tokens);

Mɔdɛliw sɔrɔli

API bɛ i la kɛnɛya kɛ k'a fɛ i kɛ mɔgɔ bɛɛ ye, k'a fɔ i ka sariya bɛɛ. O lɔgɔ bɛ kɛ fɛɛrɛ de bɛɛ bɛɛ kɛ aplikasi kɛlɛlɛ kɛra ye, nka o bɛ saba k'a fɔ server bɛ kɛ kɛ kɛ kɛ.

GET https://nymbot.ai/api/v1/models — kɛli tɛ se ka fɛ. A bɛ sɔrɔ minitu liman ni kulu na.

GET /api/v1/models/{id} a bɛ kɛnɛ dɔ mɛn.

Sogo-w ye i ye i ka sogo ye, faga ni kɔrɔ-kɔrɔ ye fɔlɔ la, dɔllar-w na ni sats-w na, Bitcoin sogo kɛnɛkɛnɛ kɔnɔ. balance a b'a fɔ k'a fɔ fɛɛrɛ bɛɛ k'a jɛ k'a bɛn. nymbot_key ɲɛmɔgɔ bɛ kɔrɔ dɔ kɔrɔ de ye app kɔnɔ ye. created kaƝ de fari 0 ye, fana k'a fɔ k'a kuli kɔrɔ kɔrɔ fɛ, nka k'a fɔ k'a kuli kɔrɔ kɔrɔ fɛ fana k'a kuli kɔrɔ kɔrɔ fɛ fana k'a kuli kɔrɔ kɔrɔ fɛ. A fɛ k'a ka koli tɛ kɔrɔ kɔrɔ fɛ kɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ fɛ f per_request no na.

nymbot/auto ɲɛmɔgɔ ye ka kɔrɔ ye o kɔrɔ, n’a bɛ kɛ n’a fɛ ka fɛɛrɛ dɔ san ɲɛ variable, ka kɛra routes ka dɔgɔtɔ dɔɔni dɔɔni dɔ kɛra lafɛɛrɛ kura kura bɛɛ ye. A bɛ kɔnɔna bɛɛ dɔɔni dɔɔni dɔ kɛ, nka a tɛ kɛlɛ dɔɔni dɔɔni dɔ ye.

GET /api/v1/models/{id} a bɛ dɔgɔtɔ kɔrɔ yɛrɛ kɔrɔw ni kɔrɔw bɛ kɛ n'a fɔ dɔgɔtɔ kɛnɛya kɛ kɛnɛya dɔ dɔ kɛra de, n'a bɛ kɛ kɛnɛya kɛnɛya kɛnɛya dɔ kɛnɛya kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛnɛya kɛnɛya dɔ dɔ kɛn

Sariya

{
  "object": "list",
  "data": [
    {
      "id": "anthropic/claude-sonnet-5",
      "object": "model",
      "type": "chat",
      "owned_by": "anthropic",
      "name": "Claude Sonnet 5",
      "created": 0,
      "context_length": 1000000,
      "max_output_tokens": 64000,
      "architecture": { "input_modalities": ["text", "image"], "output_modalities": ["text"] },
      "supported_parameters": ["max_tokens", "temperature", "tools", "tool_choice", "reasoning", "response_format", "stop"],
      "capabilities": { "vision": true, "video": false, "tools": true, "reasoning": true, "web_search": true },
      "balance": "pro",
      "pricing": {
        "type": "per_token",
        "currency": "USD",
        "input_per_1M_tokens": 4.725,
        "output_per_1M_tokens": 23.625,
        "cache_read_per_1M_tokens": 0.4725,
        "sats_input_per_1M_tokens": 4038,
        "sats_output_per_1M_tokens": 20192
      },
      "description": "...",
      "nymbot_key": "claude-sonnet"
    }
  ]
}

Ɲɛ̃mɔgɔw ka bɛɛ:

• Sɔngɔ tɔgɔw bɛ nkafɛ capabilities (accepts_image_url, requires_image_url, edit) ni alamani per_generation.
• Vidéo tɔgɔw bɛ nkafɛ max_duration_seconds ani resolutions, ni sugu dɔ per_second ka kulu kulu dɔrɔn fɛ.
• Din tɔgɔw bɛ nkafɛ audio_type speech ɛ̀ kɔ̀rɔ̀ transcription, fɛlɛnwɛra per_1k_chars ɛ̀ kɔ̀rɔ̀ per_minute.
• Kono lakan bɛ kɛ fɛɛrɛ fɛɛrɛ ye nkafo kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛra ɲɛmɔgɔ dɔ kɔnɔ dɔ kɛra kɔnɔ kɛmɛ kɛ tɔgɔw bɛ nkafɛ dimensions, context_length, max_inputs tile kɛnɛ kɔnɔ kɛnɛ kɔrɔ dɔ bɛ dɔkɔtɔ dɔɔni dɔ dɔna dɔ dɔ kɔrɔ kɛ.

Sulunwɛrɛ bɛ kɛ ninnu ye "estimated": true den bɛ app ka jiriɲɛ ye jandere kɛnɛ kɛɲɛ ye, a sɔrɔ tɛ sɔrɔ mɔgɔw ma fɔ. Jɛmɛ tɛ sɔrɔ. type a bɔ 400.

cURL

curl "https://nymbot.ai/api/v1/models?type=chat"

Python

import requests

models = requests.get("https://nymbot.ai/api/v1/models", params={"type": "chat"}).json()["data"]
for m in models:
    print(m["id"], m["balance"], m["pricing"].get("input_per_1M_tokens"))

JavaScript

const res = await fetch("https://nymbot.ai/api/v1/models?type=chat");
const { data } = await res.json();
for (const m of data) console.log(m.id, m.balance, m.pricing.input_per_1M_tokens);