[bot] Google GenAI Live API not instrumented — zero visibility for real-time multimodal sessions
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评估
- 难度
- 5/5
- 预计耗时
- 一周以上
- 新手友好度
- 45/100
- Issue 类型
- 功能
- 描述清晰度
- 基本清楚
- 活跃度
- 冷清
- 技术栈
- typescript
- 领域
- ai, observability
调研方向
首先阅读 js/src/wrappers/google-genai.ts、js/src/auto-instrumentations/configs/google-genai.ts、js/src/instrumentation/plugins/google-genai-channels.ts 和 js/src/instrumentation/plugins/google-genai-plugin.ts,以比较现有的模型 instrumentation。然后检查 js/src/vendor-sdk-types/google-genai.ts 和 e2e/scenarios/google-genai-instrumentation/ 目录。完成的标准是:Live API 各表面都具备针对会话活动、响应、使用量元数据和工具调用的 instrumentation 覆盖及端到端场景。
由索引模型根据 Issue 内容生成。
描述
Summary
The @google/genai SDK provides a GA Live API (client.live.connect()) for low-latency, real-time bidirectional audio, video, and text interaction with Gemini models. This repo has zero instrumentation for any Live API surface — no channels, no plugin handlers, no wrapper proxies, and no auto-instrumentation configs. Users building real-time voice or multimodal AI applications with the Google GenAI Live API get no Braintrust spans.
What instrumentation is missing
No coverage in any layer:
- Wrapper (
js/src/wrappers/google-genai.ts): Only interceptsinstance.models(line 74–76). No proxy for theliveresource. - Auto-instrumentation config (
js/src/auto-instrumentations/configs/google-genai.ts): Only defines configs forgenerateContentInternalandgenerateContentStreamInternal. No config for Live API methods. - Channels (
js/src/instrumentation/plugins/google-genai-channels.ts): Only two channels defined (generateContent,generateContentStream). No Live API channels. - Plugin (
js/src/instrumentation/plugins/google-genai-plugin.ts): No handler for Live API calls. - Vendor types (
js/src/vendor-sdk-types/google-genai.ts):GoogleGenAIClientonly declaresmodelsproperty. Noliveproperty.
A grep for live.connect, sendRealtimeInput, and sendClientContent across js/src/ returns zero matches.
Key upstream API surfaces with no Braintrust tracing:
| SDK Method | Description |
|---|---|
client.live.connect({ model, config }) |
Creates a WebSocket session for real-time interaction. Config includes system instructions, tools, voice, response modalities, and speech config. |
session.sendClientContent() |
Sends text content in the session. |
session.sendRealtimeInput() |
Sends real-time audio/video data. |
session.sendToolResponse() |
Sends tool call results back to the model. |
The Live API session emits server events including model responses with usage metadata and tool call requests. These contain the same kind of data (content, token counts, tool calls) that is already captured for models.generateContent() in this repo.
Braintrust docs status
not_found — The Braintrust Gemini integration page at https://www.braintrust.dev/docs/integrations/ai-providers/gemini documents generateContent and generateContentStream as supported methods. The Live API is not mentioned.
Upstream reference
- Google GenAI Live API docs: https://ai.google.dev/gemini-api/docs/live
- SDK method:
client.live.connect({ model, config })— returns a WebSocket session - Capabilities: real-time audio/video/text interaction, tool calling, 70+ language support, interruption handling
- Session config:
systemInstruction,tools,responseModalities,speechConfig,realtimeInputConfig - This is a production API documented on the official Google AI for Developers site.
- The
@google/genaiSDK (latest v1.48.0+) provides full TypeScript support for the Live API.
Precedent
- This is the Google equivalent of the OpenAI Realtime API gap.
- Both represent a new category of AI API (WebSocket-based real-time sessions) that the current instrumentation architecture does not cover.
Local files inspected
js/src/wrappers/google-genai.ts— only wrapsmodelspropertyjs/src/auto-instrumentations/configs/google-genai.ts— no Live configsjs/src/instrumentation/plugins/google-genai-channels.ts— no Live channelsjs/src/instrumentation/plugins/google-genai-plugin.ts— no Live handlersjs/src/vendor-sdk-types/google-genai.ts— noliveproperty on client typee2e/scenarios/google-genai-instrumentation/— no Live test scenarios
- 主要语言
- TypeScript
- 星标
- 29
- 派生
- 16
- 平均合并
- 1 天 19 小时
- 30 天内合并 PR
- 69
环境准备
- 提供 Dockerfile 或 Docker Compose 文件
- 没有 Pull Request 模板
- 没有贡献指南
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