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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 breakpoints at the last tool definition,
- // the first and last distinct system parts, and the conversation tail. This
- // exposes reusable tool, base-agent, project, and session prefixes while
- // advancing the tail after each tool result keeps the previous cache entry
- // within Anthropic's 20-block lookback during long agent turns.
- //
- // Manual `cache: CacheHint` placements on individual parts are preserved and
- // count against the four-breakpoint budget; auto only fills remaining slots.
- 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: { tail: 1 },
- }
- const NONE: CachePolicyObject = {}
- const BREAKPOINT_CAP = 4
- // 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 + first/last system + final message boundary.
- // - "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" })
- interface Budget {
- remaining: number
- }
- const markLastTool = (
- tools: ReadonlyArray<ToolDefinition>,
- hint: CacheHint,
- budget: Budget,
- ): ReadonlyArray<ToolDefinition> => {
- if (tools.length === 0) return tools
- const last = tools.length - 1
- if (tools[last]!.cache || budget.remaining === 0) return tools
- budget.remaining -= 1
- return tools.map((tool, i) => (i === last ? new ToolDefinition({ ...tool, cache: hint }) : tool))
- }
- const markSystemBoundaries = (system: LLMRequest["system"], hint: CacheHint, budget: Budget): LLMRequest["system"] => {
- if (system.length === 0) return system
- let changed = false
- const next = system.map((part, index) => {
- if ((index !== 0 && index !== system.length - 1) || part.cache || budget.remaining === 0) return part
- budget.remaining -= 1
- changed = true
- return { ...part, cache: hint }
- })
- return changed ? next : system
- }
- 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,
- budget: Budget,
- ): 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) || budget.remaining === 0) return messages
- budget.remaining -= 1
- 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,
- budget: Budget,
- ): ReadonlyArray<Message> => {
- if (messages.length === 0) return messages
- if (strategy === "latest-user-message")
- return markMessageAt(messages, lastIndexOfRole(messages, "user"), hint, budget)
- if (strategy === "latest-assistant")
- return markMessageAt(messages, lastIndexOfRole(messages, "assistant"), hint, budget)
- 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, budget)
- return next
- }
- const countHints = (request: LLMRequest) =>
- request.tools.reduce((count, tool) => count + (tool.cache === undefined ? 0 : 1), 0) +
- request.system.reduce((count, part) => count + (part.cache === undefined ? 0 : 1), 0) +
- request.messages.reduce(
- (count, message) =>
- count +
- message.content.reduce(
- (contentCount, part) => contentCount + ("cache" in part && part.cache !== undefined ? 1 : 0),
- 0,
- ),
- 0,
- )
- 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 budget = { remaining: Math.max(0, BREAKPOINT_CAP - countHints(request)) }
- const tools = policy.tools ? markLastTool(request.tools, hint, budget) : request.tools
- const system = policy.system ? markSystemBoundaries(request.system, hint, budget) : request.system
- const messages = policy.messages ? markMessages(request.messages, policy.messages, hint, budget) : 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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