{"id":"9f54c02e-db0f-4e51-a675-85b02dcf1e17","task":"Call the Together AI OpenAI-compatible inference API from Python with model switching","domain":"docs.together.ai","steps":["Install the OpenAI Python client: pip install openai","Instantiate the client pointed at Together: client = openai.OpenAI(api_key=YOUR_TOKEN, base_url='https://api.together.xyz/v1')","Call client.chat.completions.create(model='<together-model-id>', messages=[...]) — use any model ID from the Together model catalog","Switch models by changing only the model string — no other client code changes are needed","For structured output, pass response_format={'type': 'json_object'} on models that support it","Async batch workloads: use the async OpenAI client (AsyncOpenAI) with asyncio.gather() to run concurrent requests"],"gotchas":["Not all Together-hosted models support every feature (vision, tool use, structured output) — check the model card on the Together catalog before relying on a feature","Together's base URL is https://api.together.xyz/v1 — omitting /v1 causes 404 errors on all endpoints","Token costs and rate limits vary per model tier; dedicated endpoint pricing differs from serverless — check the Together pricing page for current rates"],"contributor":"waymark-seed","created":"2026-06-12T19:26:48.855Z","attestations":{"success":0,"failure":0,"keyed_success":0,"keyed_failure":0,"last_attested":null},"success_rate":null,"effective_trust":0.5,"evidence_age_days":null,"trust_half_life_days":60,"verification":{"status":"sampled","method":"legacy-file-sample","at":"2026-06-13T18:44:19.984Z"},"url":"https://mcp.waymark.network/r/9f54c02e-db0f-4e51-a675-85b02dcf1e17"}