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Kaz Sato 77ac9368c6 docs(live): restore Gemini 3.1 Flash Live and fix broken anchors (#2208)
* docs(live): restore Gemini 3.1 Flash Live and fix broken anchors

Verify the models and limits content merged in #2086 against upstream
documentation.

The platform limits table is correct as merged and stays as is: audio-only
sessions cap at 15 minutes and audio+video at 2 minutes on both backends, a
connection lasts ~10 minutes, and Agent Platform additionally defaults a
conversation session to 10 minutes. The earlier claim that Agent Platform
capped every session at 10 minutes conflated the connection limit with the
session limit.

Restore the coverage that was dropped:

- `gemini-3.1-flash-live-preview` is a real model, released 2026-03-26 and
  documented on AI Studio. It is not available on Agent Platform, which
  supports no Gemini Live 3.x model.
- Mark launch stages. `gemini-live-2.5-flash-native-audio` is the only GA Live
  model; the AI Studio IDs are all preview.
- Give the per-model feature table a second column, since with one column it
  said nothing. 3.1 supports neither proactivity/affective dialog nor
  non-blocking tools, and configures thinking with `thinking_level` rather
  than `thinking_budget`.
- State the `global` location restriction as fact rather than as something to
  go check: Live 2.5 models are not served there.

Also fix two anchors that do not resolve, and a deprecated model ID:

- `live/configuration.md` linked to `#response-modalities`; the heading is
  `## Response modes`.
- `live/evaluation.md` linked to `#audio-user-simulation-live-agents`; the
  heading is `## Audio user simulation for live agents`.
- `tutorials/multi-tool-agent.md` suggested `gemini-2.0-flash-live-001`, which
  was shut down on 2025-12-09.

* Apply suggestion from @joefernandez

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Co-authored-by: Joe Fernandez <931947+joefernandez@users.noreply.github.com>
2026-09-08 11:13:48 -07:00
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