OpenAI's latest SDK hints at new 'realtime' and 'responses' beta connections, alongside ne

EXHIBIT 2416 · FLASH

Nov 1, 2026 21:12 UTC pypi openai

OpenAI's latest SDK hints at new 'realtime' and 'responses' beta connections, alongside new `json_mode` support and improved file handling for vector stores, including concurrent uploads and polling.

READY TO POST:

openai just dropped an sdk update with hints of new `realtime` and `responses` beta connections. could this be for more interactive ai experiences?

devs, check out openai's new sdk (v3.42.1)! looks like better json mode support, concurrent file uploads, and polling for vector stores are coming.

openai 3.42.0 -> 3.42.1: +106 strings, -732 strings, 44 interesting [feature_flag] (4) + py connection = client.beta.realtime.connect(...).enter() # ... connection.close() + py connection = client.beta.responses.connect(...).enter() # ... connection.close() + py connection = client.beta.realtime.connect(...).enter() # ... connection.close() + py connection = client.beta.responses.connect(...).enter() # ... connection.close() [sentence] (44) + py connection = client.beta.realtime.connect(...).enter() # ... connection.close() + py connection = client.beta.responses.connect(...).enter() # ... connection.close() + py connection = client.beta.realtime.connect(...).enter() # ... connection.close() + py connection = client.beta.responses.connect(...).enter() # ... connection.close() + .""" tools: List[AssistantTool] """A list of tool enabled on the assistant. There can be a maximum of 128 tools per assistant. Tools can be of types + Add a file to a vector store and poll until processing is complete. `max_wait_seconds` limits polling after upload and attachment; see `poll` for details. + Attach a file to the given vector store and wait for it to be processed. `max_wait_seconds` limits polling after attachment; see `poll` for details. + Upload a file to the `files` API and then attach it to the given vector store. Note the file will be asynchronously processed (you can use the alternative polling helper method to wait for processing to complete). + Uploads the given files concurrently and then creates a vector store file batch. If you've already uploaded certain files that you want to include in this batch then you can pass their IDs through the `file_ids` argument. By default, if any file upload fails then an excepti + enables JS