其他家有远程压缩吗，比如 grok 之类的

docs.x.ai

Context Compaction | SpaceXAI Docs

Shrink long conversations into an opaque compaction that can be reused in follow-up calls.

grok也有原生远程压缩

第一种为新版 /responses + context_management，codex使用该形式，所以在中转站上只能看到 /responses请求

【 第一种为新版 /responses + context_management，codex使用该形式，所以在中转站上只能看到 /responses请求】佬，这个是codex目前正在用的远程压缩吗？

是的。如果不能确定是不是远程压缩的话，可以在codex上直接问有没有触发远端compact

github.com/earendil-works/pi

Add a ServerTool abstraction to the AI and Agent packages for provider-native tools

已打开 02:23AM - 03 Mar 26 UTC

已关闭 08:12AM - 03 Mar 26 UTC

juan-altatech

What do you want to change?

Add a ServerTool abstraction to the AI and Ag…ent packages so provider-native tools (web search, code interpreter, etc.) can be requested, streamed, and replayed transparently across all supported providers.

Why?

Native search is significantly faster and more reliable than client-side alternatives like curl or custom browser tools. Adding this abstraction will allow users to enable other provider-built-in tools like code interpreter as they become available.

How? (optional)

1. Add ServerTool, ServerToolResult, and ServerToolResultContent types to the AI package, extending AssistantMessage.content and Context to carry server-side tool requests and inline results alongside regular content.
2. Implement provider-specific request building and stream parsing for Anthropic (web_search_20250305/server_tool_use/web_search_tool_result), OpenAI Responses (web_search_preview/web_search_call), OpenAI Completions (web_search_options +
url_citation annotations), and Google (googleSearch + groundingMetadata).
3. Update transformMessages to pass through ServerToolResult for same-model replay and convert to text with citations for cross-model, and fix orphaned tool call detection to exclude server-resolved IDs.
4. Update the agent loop to skip client-side execution for tool calls that already have a matching ServerToolResult in the same message, and plumb serverTools through AgentContext/AgentState/proxy.

github.com/earendil-works/pi

feat(ai): Add native web search support for Anthropic, OpenAI, xAI, Google

已打开 12:17AM - 14 Jan 26 UTC

已关闭 12:39AM - 14 Jan 26 UTC

nullswan

possibly-openclaw-clanker

Add native web search support for providers with server-managed tools.

What's needed

1. Request: Pass server-managed tools alongside regular tools
2. Response: Handle new content blocks (server_tool_use, web_search_tool_result, annotations)
3. Citations: Expose citation data (url, title, cited_text)

<details>
<summary>Proposed StreamOptions extension</summary>```typescript
interface StreamOptions {
webSearch?: {
enabled?: boolean;
maxUses?: number;
allowedDomains?: string[];
blockedDomains?: string[];
userLocation?: { city?: string; country?: string; timezone?: string };
};
}
```</details>

<details>
<summary>Provider-specific formats</summary>

Anthropic — docs```json
{ "type": "web_search_20250305", "name": "web_search", "max_uses": 5 }
``Response blocks: server_tool_use, web_search_tool_result`

OpenAI — docs```typescript
web_search_options: { user_location: { type: "approximate", approximate: { country: "US" } } }
``Response: annotations array with url_citation`

xAI — docs```json
{ "type": "web_search" }
``Response: citations` array

Google — docs```python
tools=[{"google_search": {}}]
``Response: groundingMetadata`
</details>

Related: clawdbot/clawdbot#877

社区讨论过多次，但是作者不愿做，大概是因为各个模型没有统一的接口

概是因为各个模型没有统一的接口

佬，所以我其实是不是可以理解，任何其他ai，比如deepseek等等都可以利用codex的这个远程压缩来进行长上下文压缩？

不可行。openai文档中写的The response stream includes the encrypted compaction item.，也就是远程压缩后的response是加密的，只有openai模型能解析，其他模型应该解析不了