runCmdInBackground executes command in background without waiting for completion. The caller controls timeout/cancellation via ctx.Done().

runCodeExecutionExample demonstrates Gemini's code execution capability with multi-turn conversation. The model can write and execute Python code to s

runGoogleSearchExample demonstrates Gemini's web search (Google Search) capability with multi-turn conversation. The model can search the web and prov

sendErrorAndClose sends an error to the stream and closes it.

sendRequestWithRetry sends the request with retry

splitPagesRange splits the raw pages string by '-' and handles whitespace, empty input, multi-range input, and the open-ended case.

Helper functions for tests

Replace unique old string with new string in file

streamCmdOutput handles streaming command output to the writer.

streamStdout streams stdout line by line to the writer.

textToVector creates a deterministic vector from text using word-based hashing. Words are hashed to specific dimensions, so texts with common words ha

textToVector creates a deterministic vector from text using word-based hashing. Words are hashed to specific dimensions, so texts with common words ha