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Ai Chat - Caching optim (#20126)

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EDIT : 
- solving auto-caching from Anthropic by updating ai-sdk/anthropic +
adding providerOption at stream level
- concerning Bedrock, it needs breakpoint


**1. Breakpoints were only on the system prompt**

The code already placed a cache marker on the system prompt (~10K
tokens). But the conversation history — which can grow to hundreds of
thousands of tokens — had no marker, so Anthropic re-read it at full
price on every turn.

The fix adds a prepareStep hook inside streamText that stamps the last
message with a cache breakpoint before every LLM call. Anthropic then
caches the entire conversation prefix, and subsequent turns read it at
$0.30/M instead of $3/M.

prepareStep is used rather than a one-shot pre-processing step because
an agentic turn makes multiple internal LLM calls as tool results
accumulate — the hook refreshes the breakpoint before each one.

**2. Bedrock was using the wrong field**

The system prompt marker for Bedrock was set as cacheControl: { type:
'ephemeral' } — which is the Anthropic wire format. The Bedrock Converse
API expects cachePoint: { type: 'default' }. The system prompt was
silently not being cached on Bedrock at all.

Both the system prompt and the new prepareStep now go through a shared
getCacheProviderOptions helper that returns the correct field per
provider.

**3. Persisted cached token usage to monitor cache strat. efficiency**
This commit is contained in:
Etienne
2026-04-29 14:42:12 +00:00
committed by GitHub
parent 11628d19a3
commit fd6d5f895d
9 changed files with 195 additions and 151 deletions
Download Patch File Download Diff File Expand all files Collapse all files
packages/twenty-server/package.json
+8 -8
View File
@@ -15,14 +15,14 @@
"typeorm": "../../node_modules/typeorm/.bin/typeorm"
},
"dependencies": {
"@ai-sdk/amazon-bedrock": "^3.0.83",
"@ai-sdk/anthropic": "^3.0.46",
"@ai-sdk/google": "^3.0.30",
"@ai-sdk/mistral": "^3.0.20",
"@ai-sdk/openai": "^3.0.30",
"@ai-sdk/openai-compatible": "^2.0.40",
"@ai-sdk/provider-utils": "^4.0.15",
"@ai-sdk/xai": "^3.0.57",
"@ai-sdk/amazon-bedrock": "^4.0.97",
"@ai-sdk/anthropic": "^3.0.72",
"@ai-sdk/google": "^3.0.65",
"@ai-sdk/mistral": "^3.0.31",
"@ai-sdk/openai": "^3.0.54",
"@ai-sdk/openai-compatible": "^2.0.42",
"@ai-sdk/provider-utils": "^4.0.24",
"@ai-sdk/xai": "^3.0.84",
"@aws-sdk/client-lambda": "3.1001.0",
"@aws-sdk/client-s3": "3.1001.0",
"@aws-sdk/client-sesv2": "3.1001.0",
packages/twenty-server/src/database/commands/upgrade-version-command/2-2/2-2-instance-command-fast-1777455269302-add-cache-tokens-to-agent-chat-thread.ts
+27
View File
@@ -0,0 +1,27 @@
import { QueryRunner } from 'typeorm';
import { RegisteredInstanceCommand } from 'src/engine/core-modules/upgrade/decorators/registered-instance-command.decorator';
import { FastInstanceCommand } from 'src/engine/core-modules/upgrade/interfaces/fast-instance-command.interface';
@RegisteredInstanceCommand('2.2.0', 1777455269302)
export class AddCacheTokensToAgentChatThreadFastInstanceCommand
implements FastInstanceCommand
{
public async up(queryRunner: QueryRunner): Promise<void> {
await queryRunner.query(
`ALTER TABLE "core"."agentChatThread" ADD "totalCacheReadTokens" bigint NOT NULL DEFAULT 0`,
);
await queryRunner.query(
`ALTER TABLE "core"."agentChatThread" ADD "totalCacheCreationTokens" bigint NOT NULL DEFAULT 0`,
);
}
public async down(queryRunner: QueryRunner): Promise<void> {
await queryRunner.query(
`ALTER TABLE "core"."agentChatThread" DROP COLUMN "totalCacheCreationTokens"`,
);
await queryRunner.query(
`ALTER TABLE "core"."agentChatThread" DROP COLUMN "totalCacheReadTokens"`,
);
}
}
packages/twenty-server/src/database/commands/upgrade-version-command/instance-commands.constant.ts
+2
View File
@@ -18,6 +18,7 @@ import { AddConditionalAvailabilityExpressionToPageLayoutWidgetFastInstanceComma
import { AddIsPreInstalledToApplicationRegistrationFastInstanceCommand } from 'src/database/commands/upgrade-version-command/2-1/2-1-instance-command-fast-1776886452831-add-is-pre-installed-to-application-registration';
import { AddProviderExecutedToAgentMessagePartFastInstanceCommand } from 'src/database/commands/upgrade-version-command/2-1/2-1-instance-command-fast-1777012800000-add-provider-executed-to-agent-message-part';
import { BackfillPageLayoutWidgetPositionSlowInstanceCommand } from 'src/database/commands/upgrade-version-command/2-1/2-1-instance-command-slow-1795000002000-backfill-page-layout-widget-position';
import { AddCacheTokensToAgentChatThreadFastInstanceCommand } from 'src/database/commands/upgrade-version-command/2-2/2-2-instance-command-fast-1777455269302-add-cache-tokens-to-agent-chat-thread';
export const INSTANCE_COMMANDS = [
AddViewFieldGroupIdIndexOnViewFieldFastInstanceCommand,
@@ -38,4 +39,5 @@ export const INSTANCE_COMMANDS = [
AddIsPreInstalledToApplicationRegistrationFastInstanceCommand,
AddProviderExecutedToAgentMessagePartFastInstanceCommand,
BackfillPageLayoutWidgetPositionSlowInstanceCommand,
AddCacheTokensToAgentChatThreadFastInstanceCommand,
];
packages/twenty-server/src/engine/metadata-modules/ai/ai-chat/entities/agent-chat-thread.entity.ts
+6
View File
@@ -60,6 +60,12 @@ export class AgentChatThreadEntity {
@Column({ type: 'bigint', default: 0 })
totalOutputCredits: number;
@Column({ type: 'bigint', default: 0 })
totalCacheReadTokens: number;
@Column({ type: 'bigint', default: 0 })
totalCacheCreationTokens: number;
@Column({ type: 'varchar', nullable: true })
activeStreamId: string | null;
packages/twenty-server/src/engine/metadata-modules/ai/ai-chat/jobs/stream-agent-chat.job.ts
+11
View File
@@ -188,6 +188,7 @@ export class StreamAgentChatJob {
outputTokens: 0,
inputCredits: 0,
outputCredits: 0,
cacheReadTokens: 0,
};
let lastStepConversationSize = 0;
let totalCacheCreationTokens = 0;
@@ -279,6 +280,7 @@ export class StreamAgentChatJob {
workspaceId: data.workspaceId,
streamUsage,
lastStepConversationSize,
totalCacheCreationTokens,
modelConfig,
userMessagePromise,
});
@@ -359,6 +361,7 @@ export class StreamAgentChatJob {
outputTokens: number;
inputCredits: number;
outputCredits: number;
cacheReadTokens: number;
}) => void;
onUpdateConversationSize: (size: number) => void;
onUpdateCacheCreationTokens: (tokens: number) => void;
@@ -395,6 +398,7 @@ export class StreamAgentChatJob {
outputTokens: part.totalUsage?.outputTokens ?? 0,
inputCredits,
outputCredits,
cacheReadTokens: breakdown.tokenCounts.cachedInputTokens,
});
return {
@@ -422,6 +426,7 @@ export class StreamAgentChatJob {
workspaceId,
streamUsage,
lastStepConversationSize,
totalCacheCreationTokens,
modelConfig,
userMessagePromise,
}: {
@@ -433,8 +438,10 @@ export class StreamAgentChatJob {
outputTokens: number;
inputCredits: number;
outputCredits: number;
cacheReadTokens: number;
};
lastStepConversationSize: number;
totalCacheCreationTokens: number;
modelConfig: AiModelConfig;
userMessagePromise: Promise<{ turnId: string | null }>;
}): Promise<void> {
@@ -459,6 +466,10 @@ export class StreamAgentChatJob {
`"totalInputCredits" + ${streamUsage.inputCredits}`,
totalOutputCredits: () =>
`"totalOutputCredits" + ${streamUsage.outputCredits}`,
totalCacheReadTokens: () =>
`"totalCacheReadTokens" + ${streamUsage.cacheReadTokens}`,
totalCacheCreationTokens: () =>
`"totalCacheCreationTokens" + ${totalCacheCreationTokens}`,
contextWindowTokens: modelConfig.contextWindowTokens,
conversationSize: lastStepConversationSize,
});
packages/twenty-server/src/engine/metadata-modules/ai/ai-chat/services/chat-execution.service.ts
+11 -9
View File
@@ -48,9 +48,10 @@ import {
type ExtractedFile,
} from 'src/engine/metadata-modules/ai/ai-chat/utils/extract-code-interpreter-files.util';
import {
AI_SDK_ANTHROPIC,
AI_SDK_BEDROCK,
} from 'src/engine/metadata-modules/ai/ai-models/constants/ai-sdk-package.const';
injectCacheBreakpoint,
getCacheProviderOptions,
getCallLevelCacheProviderOptions,
} from 'src/engine/metadata-modules/ai/ai-chat/utils/inject-cache-breakpoint.util';
import { AI_TELEMETRY_CONFIG } from 'src/engine/metadata-modules/ai/ai-models/constants/ai-telemetry.const';
import { AiModelRegistryService } from 'src/engine/metadata-modules/ai/ai-models/services/ai-model-registry.service';
import { type AiModelConfig } from 'src/engine/metadata-modules/ai/ai-models/types/ai-model-config.type';
@@ -237,12 +238,7 @@ export class ChatExecutionService {
const systemMessage: SystemModelMessage = {
role: 'system',
content: systemPrompt,
providerOptions:
registeredModel.sdkPackage === AI_SDK_ANTHROPIC
? { anthropic: { cacheControl: { type: 'ephemeral' } } }
: registeredModel.sdkPackage === AI_SDK_BEDROCK
? { bedrock: { cacheControl: { type: 'ephemeral' } } }
: undefined,
providerOptions: getCacheProviderOptions(registeredModel.sdkPackage),
};
const rawModelMessages = await convertToModelMessages(processedMessages);
@@ -333,6 +329,12 @@ export class ChatExecutionService {
abortSignal,
stopWhen: stepCountIs(AGENT_CONFIG.MAX_STEPS),
experimental_telemetry: AI_TELEMETRY_CONFIG,
providerOptions: getCallLevelCacheProviderOptions(
registeredModel.sdkPackage,
),
prepareStep: ({ messages }) => ({
messages: injectCacheBreakpoint(messages, registeredModel.sdkPackage),
}),
onAbort: async ({ steps }) => {
await billUsageFromSteps(steps);
},
packages/twenty-server/src/engine/metadata-modules/ai/ai-chat/utils/inject-cache-breakpoint.util.ts
+52
View File
@@ -0,0 +1,52 @@
import { type ModelMessage } from 'ai';
import { type ProviderOptions } from '@ai-sdk/provider-utils';
import {
AI_SDK_ANTHROPIC,
AI_SDK_BEDROCK,
} from 'src/engine/metadata-modules/ai/ai-models/constants/ai-sdk-package.const';
export const getCallLevelCacheProviderOptions = (
sdkPackage: string,
): ProviderOptions | undefined => {
if (sdkPackage === AI_SDK_ANTHROPIC) {
return { anthropic: { cacheControl: { type: 'ephemeral' } } };
}
return undefined;
};
export const getCacheProviderOptions = (
sdkPackage: string,
): ProviderOptions | undefined => {
if (sdkPackage === AI_SDK_BEDROCK) {
return { bedrock: { cachePoint: { type: 'default' } } };
}
return undefined;
};
export const injectCacheBreakpoint = (
messages: ModelMessage[],
sdkPackage: string,
): ModelMessage[] => {
if (messages.length === 0) return messages;
const cacheOptions = getCacheProviderOptions(sdkPackage);
if (!cacheOptions) return messages;
const lastIdx = messages.length - 1;
return messages.map((message, index) => {
if (index !== lastIdx) return message;
return {
...message,
providerOptions: {
...(message.providerOptions ?? {}),
...cacheOptions,
},
};
});
};
packages/twenty-server/src/engine/metadata-modules/ai/ai-models/services/ai-model-config.service.ts
+3 -3
View File
@@ -45,10 +45,10 @@ export class AiModelConfigService {
model: RegisteredAiModel,
options: NativeModelToolOptions,
): ToolSet {
const tools: ToolSet = {};
const tools: Record<string, unknown> = {};
if (!options.webSearchEnabled) {
return tools;
return tools as ToolSet;
}
switch (model.sdkPackage) {
@@ -76,7 +76,7 @@ export class AiModelConfigService {
}
}
return tools;
return tools as ToolSet;
}
private getXaiProviderOptions(agent: FlatAgentWithRoleId): ProviderOptions {
yarn.lock
+75 -131
View File
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