Request parameters
Response fields
Client notes
openai-python / openai-node
Full support incl. streaming; unknown fields like
x_ravchat are preserved (model_extra in Python).LangChain ChatOpenAI
invoke + streaming +
with_structured_output (json_schema) work; agent tool-loops need v1.1 function calling.LiteLLM
Works —
api_base must keep the /v1 suffix. LiteLLM drops unknown body fields; read the x-ravchat-* headers for project/session ids.Vercel AI SDK
createOpenAICompatible; use includeUsage for usage.cost.Known deviations from OpenAI
- Live project files are mutable (the agent may edit them after indexing) — managed uploads are immutable. See Files.
- Sampling parameters are ignored — the agent governs its own generation.
- No token-based rate-limit headers — credits are the budget.
n>1, client tools, and non-text input parts other than file parts are rejected rather than emulated (v1).