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feat(model,capacity,vision,io): per-persona 路由 + 本地三级(默认关) + L3 分类 + OCR 独立模型 + image-crop 工具(裁决 03.4.1/03.4.3/14.4.1/14.4.4/14.4.5)
- 03.4.1:per-persona 路由载体选 models.json(组内新增 personaModels/personaProviders + 校验 + PersonaRoute()),
  Router/RuntimeLLM 快照绑定、loop 流式路径按该 turn 的 persona 路由;主步用路由结果、降级步钉自己的模型
- 03.4.3:本地第三级降级链(LLM_LOCAL_*,Configured() 含 Enabled ⇒ **默认关**),warn 标注来源
- 14.4.4:capacity 接入 L3(分类器接口 + TTL 缓存 + 严格 JSON 解析),CAPACITY_L3_ENABLED **默认 false**
- 14.4.1:语义修正 —— group.multimodal 才是「主模型能否收图」(env 路径不再臆断),LLM_VISION_MODEL 只配视觉工具;
  vision/OCR 可各用不同模型;runtime 不再因有图抢路由(vision.Router 是唯一分层权威)
- 14.4.5:新增 image-crop 工具(工具数 5→6,策略默认 owner-only),schema 支持按区域裁切
- 组合根:wire_runtime 读 group.Multimodal;capacity 装配拆出 wire_capacity.go(守 500 行)
- 复核:`go build`/`go vet`/各包 `go test -count=1` 全绿;**6 条变异反证**先红后还原(含作者自查出的 2 条假阳性变异)
- 未落:按 provider 的 thinking 开关(需 openai_encode.go/openai.go 文件面)、persona awakening(需 loader 文件面)
2026-10-04 12:44:52 +08:00

135 lines
4.1 KiB
Go

package capacity
import (
"context"
"errors"
"strings"
"sync"
"time"
)
// IntentClassifier is the model-assisted intent classifier behind the L3 layer
// (design/14 §2.2 L3; 裁决 14.4.4). It is an interface so the decision engine
// stays testable without a model: the wiring supplies the LLM-backed
// implementation (NewLLMClassifier), a test supplies a stub.
//
// Classify returns the raw judgment for one turn's text — {isTask, taskKind,
// confidence} plus nothing else. An error means "no verdict": the caller keeps
// the conservative default rather than guessing.
type IntentClassifier interface {
Classify(ctx context.Context, text string) (Judgment, error)
}
// maxL3CacheEntries bounds the L3 verdict cache so a long-lived process cannot
// grow it without limit. Past the bound, expired entries are dropped first and
// the cache is cleared if every entry is still fresh.
const maxL3CacheEntries = 256
// ErrEmptyTurn is returned when the L3 classifier is asked to judge empty turn
// text. It is a sentinel so callers (and tests) can test the category without
// matching on the message text.
var ErrEmptyTurn = errors.New("capacity: empty turn text for L3 classification")
// DefaultL3CacheTTL is the default reuse window for an L3 verdict — the landing
// suggestion of 裁决 14.4.4 (5m): long enough that a repeated phrase inside one
// conversation costs one model call, short enough that a changed habit re-learns.
const DefaultL3CacheTTL = 5 * time.Minute
// l3Cache memoizes classifier verdicts per turn text for a bounded TTL, so the
// same phrase does not cost a model call on every round. A zero TTL disables
// reuse. The classifier call happens outside the lock: two concurrent turns must
// not serialize on each other's model call.
type l3Cache struct {
classifier IntentClassifier
ttl time.Duration
mu sync.Mutex
entries map[string]l3Entry
}
// l3Entry is one cached verdict with the time it was produced.
type l3Entry struct {
judgment Judgment
at time.Time
}
// newL3Cache builds the cache. A nil classifier yields nil, which the decider
// treats as "L3 not available".
func newL3Cache(classifier IntentClassifier, ttl time.Duration) *l3Cache {
if classifier == nil {
return nil
}
return &l3Cache{classifier: classifier, ttl: ttl, entries: map[string]l3Entry{}}
}
// classify returns the verdict for text, reusing a fresh cached one when
// possible. The bool reports whether a verdict was produced; an error is returned
// to the caller for reporting instead of being swallowed here.
func (c *l3Cache) classify(ctx context.Context, text string) (Judgment, error) {
key := l3CacheKey(text)
if key == "" {
return Judgment{}, ErrEmptyTurn
}
if j, ok := c.lookup(key, time.Now()); ok {
return j, nil
}
j, err := c.classifier.Classify(ctx, text)
if err != nil {
return Judgment{}, err
}
c.store(key, j, time.Now())
return j, nil
}
// lookup returns a fresh cached verdict, if any.
func (c *l3Cache) lookup(key string, now time.Time) (Judgment, bool) {
if c.ttl <= 0 {
return Judgment{}, false
}
c.mu.Lock()
defer c.mu.Unlock()
e, ok := c.entries[key]
if !ok {
return Judgment{}, false
}
if now.Sub(e.at) > c.ttl {
return Judgment{}, false
}
return e.judgment, true
}
// store records a verdict, evicting expired entries (and, if the bound is still
// exceeded, the whole map) so the cache cannot grow without limit.
func (c *l3Cache) store(key string, j Judgment, now time.Time) {
if c.ttl <= 0 {
return
}
c.mu.Lock()
defer c.mu.Unlock()
if len(c.entries) >= maxL3CacheEntries {
c.evictExpired(now)
}
c.entries[key] = l3Entry{judgment: j, at: now}
}
// evictExpired drops entries past their TTL; when none expired, it clears the
// map so a burst of distinct turns cannot pin the memory.
func (c *l3Cache) evictExpired(now time.Time) {
dropped := 0
for k, e := range c.entries {
if now.Sub(e.at) > c.ttl {
delete(c.entries, k)
dropped++
}
}
if dropped == 0 {
c.entries = map[string]l3Entry{}
}
}
// l3CacheKey normalizes a turn's text into the cache key. Empty text (nothing to
// classify) yields "".
func l3CacheKey(text string) string {
return strings.TrimSpace(text)
}