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- // Apply an `LLMRequest.cache` policy by injecting `CacheHint`s onto the parts
- // the policy designates. Runs once at compile time, before the per-protocol
- // body builder, so the existing inline-hint lowering path handles the rest.
- //
- // The default `"auto"` shape places one breakpoint at the last tool definition,
- // one at the last system part, and one at the latest user message. This
- // matches what production agent harnesses (LangChain's caching middleware,
- // kern-ai's 10x cost-reduction playbook) converge on for tool-use loops: the
- // latest user message stays put while a single turn explodes into many
- // assistant/tool round-trips, so caching at that boundary lets every
- // intra-turn API call hit the prefix.
- //
- // Manual `cache: CacheHint` placements on individual parts are preserved —
- // this function only fills gaps the caller left empty.
- import { CacheHint, type CachePolicy, type CachePolicyObject } from "./schema/options"
- import { LLMRequest, Message, ToolDefinition, type ContentPart } from "./schema/messages"
- const AUTO: CachePolicyObject = {
- tools: true,
- system: true,
- messages: "latest-user-message",
- }
- const NONE: CachePolicyObject = {}
- // Resolution rules:
- // - undefined → "auto" — caching is on by default. The math favors it:
- // Anthropic 5m-cache write is 1.25x base, read is 0.1x,
- // so a single reuse within 5 minutes already wins.
- // - "auto" → tools + system + latest user msg.
- // - "none" → no auto placement; manual `CacheHint`s still flow.
- // - object form → exactly what the caller asked for.
- const resolve = (policy: CachePolicy | undefined): CachePolicyObject => {
- if (policy === undefined || policy === "auto") return AUTO
- if (policy === "none") return NONE
- return policy
- }
- // Protocols whose wire format ignores inline cache markers (OpenAI's implicit
- // prefix caching, Gemini's implicit + out-of-band CachedContent). Skip the
- // whole policy pass for these — emitting hints would be harmless but pointless.
- const RESPECTS_INLINE_HINTS = new Set(["anthropic-messages", "bedrock-converse"])
- const makeHint = (ttlSeconds: number | undefined): CacheHint =>
- ttlSeconds !== undefined ? new CacheHint({ type: "ephemeral", ttlSeconds }) : new CacheHint({ type: "ephemeral" })
- const markLastTool = (tools: ReadonlyArray<ToolDefinition>, hint: CacheHint): ReadonlyArray<ToolDefinition> => {
- if (tools.length === 0) return tools
- const last = tools.length - 1
- if (tools[last]!.cache) return tools
- return tools.map((tool, i) => (i === last ? new ToolDefinition({ ...tool, cache: hint }) : tool))
- }
- const markLastSystem = (system: LLMRequest["system"], hint: CacheHint): LLMRequest["system"] => {
- if (system.length === 0) return system
- const last = system.length - 1
- if (system[last]!.cache) return system
- return system.map((part, i) => (i === last ? { ...part, cache: hint } : part))
- }
- const lastIndexOfRole = (messages: ReadonlyArray<Message>, role: Message["role"]): number =>
- messages.findLastIndex((m) => m.role === role)
- // Mark the last text part of `messages[index]`. If no text part exists, mark
- // the last content part regardless of type — that's the breakpoint position
- // in tool-result-only messages too.
- const markMessageAt = (messages: ReadonlyArray<Message>, index: number, hint: CacheHint): ReadonlyArray<Message> => {
- if (index < 0 || index >= messages.length) return messages
- const target = messages[index]!
- if (target.content.length === 0) return messages
- const lastTextIndex = target.content.findLastIndex((part) => part.type === "text")
- const markAt = lastTextIndex >= 0 ? lastTextIndex : target.content.length - 1
- const existing = target.content[markAt]!
- if ("cache" in existing && existing.cache) return messages
- const nextContent = target.content.map((part, i) => (i === markAt ? ({ ...part, cache: hint } as ContentPart) : part))
- const next = new Message({ ...target, content: nextContent })
- // Single pass over `messages`, substituting the one updated entry. Long
- // conversations call this on every request, so avoid `.map()` here — its
- // closure dispatch and identity copies show up in profiling.
- const result = messages.slice()
- result[index] = next
- return result
- }
- const markMessages = (
- messages: ReadonlyArray<Message>,
- strategy: NonNullable<CachePolicyObject["messages"]>,
- hint: CacheHint,
- ): ReadonlyArray<Message> => {
- if (messages.length === 0) return messages
- if (strategy === "latest-user-message") return markMessageAt(messages, lastIndexOfRole(messages, "user"), hint)
- if (strategy === "latest-assistant") return markMessageAt(messages, lastIndexOfRole(messages, "assistant"), hint)
- const start = Math.max(0, messages.length - strategy.tail)
- let next = messages
- for (let i = start; i < messages.length; i++) next = markMessageAt(next, i, hint)
- return next
- }
- export const applyCachePolicy = (request: LLMRequest): LLMRequest => {
- if (!RESPECTS_INLINE_HINTS.has(request.model.route.id)) return request
- const policy = resolve(request.cache)
- if (!policy.tools && !policy.system && !policy.messages) return request
- const hint = makeHint(policy.ttlSeconds)
- const tools = policy.tools ? markLastTool(request.tools, hint) : request.tools
- const system = policy.system ? markLastSystem(request.system, hint) : request.system
- const messages = policy.messages ? markMessages(request.messages, policy.messages, hint) : request.messages
- if (tools === request.tools && system === request.system && messages === request.messages) return request
- return LLMRequest.update(request, { tools, system, messages })
- }
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