Backend (internal/llm): backend-agnostic LLMClient interface + factory
with vLLM (OpenAI-compat) and Ollama (native) clients, each Complete +
Stream. prompts.go holds the checkpoint and Ask Petal templates;
checkpoint.go salvages JSON from model output (brace-matched), enforces a
per-doc 30s RateLimiter, and truncates the doc to a latency cap.
internal/suggestions: POST /api/docs/:id/check runs a checkpoint and
replaces the doc's pending suggestions in one tx (accepted/rejected kept
as history); GET /api/docs/:id/suggestions lists pending;
POST /api/suggestions/:id/{accept,dismiss} resolves one. Throttled checks
return the current set rather than erroring.
Frontend: useCheckpoint (4s debounce, loads existing on open, stale-guard
tokens); SuggestionHighlight renders ProseMirror decorations re-anchored
by the `original` string on every doc change (not stored marks), with
precise textblock-offset→PM-position mapping; SuggestionCard shows the
type tag + diff + explanation and applies the replacement in-editor on
accept; breathing rose checkpoint dot in the StatusBar; fade-float +
breathe animations.
Tests: llm parse/rate-limit/truncate; suggestions full flow + rate-limit
over httptest with a stub client. Smoke-tested end-to-end against a fake
vLLM endpoint (anchoring verified) and the LLM-unreachable 502 path.
Claude-Session: https://claude.ai/code/session_016Yr6jELuRc7hyzYLccQKZd
144 lines
4.2 KiB
Go
144 lines
4.2 KiB
Go
package llm
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import (
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"context"
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"encoding/json"
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"fmt"
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"strings"
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"sync"
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"time"
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)
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// CheckpointInterval is the minimum time between grammar checkpoints for a
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// single document. The frontend debounces at 4s; this is the server-side floor
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// that protects the inference endpoint from rapid repeat checks.
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const CheckpointInterval = 30 * time.Second
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// RawSuggestion is one item as the model emits it. Positions are resolved
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// server-side from Original; the frontend re-anchors by string at render time.
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type RawSuggestion struct {
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Original string `json:"original"`
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Replacement string `json:"replacement"`
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Explanation string `json:"explanation"`
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Type string `json:"type"`
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}
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// checkpointResponse is the top-level JSON shape the checkpoint prompt requests.
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type checkpointResponse struct {
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Suggestions []RawSuggestion `json:"suggestions"`
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}
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// RunCheckpoint sends the grammar checkpoint and parses the JSON result. It
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// applies the latency-guard truncation and the checkpoint sampling parameters
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// from the spec.
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func RunCheckpoint(ctx context.Context, client LLMClient, contentText string) ([]RawSuggestion, error) {
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raw, err := client.Complete(ctx, CompletionRequest{
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Messages: CheckpointMessages(TruncateDoc(contentText)),
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MaxTokens: 1024,
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Temperature: 0.3,
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RepetitionPenalty: 1.15,
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TopP: 0.9,
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Stop: []string{"```", "\n\n\n\n"},
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})
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if err != nil {
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return nil, err
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}
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return ParseCheckpoint(raw)
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}
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// ParseCheckpoint extracts the suggestions array from a model response. Smaller
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// models sometimes wrap JSON in prose or markdown fences despite instructions,
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// so we salvage the outermost {...} object before decoding.
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func ParseCheckpoint(raw string) ([]RawSuggestion, error) {
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jsonText := extractJSONObject(raw)
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if jsonText == "" {
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return nil, fmt.Errorf("checkpoint: no JSON object in model output: %q", truncateForError(raw))
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}
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var parsed checkpointResponse
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if err := json.Unmarshal([]byte(jsonText), &parsed); err != nil {
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return nil, fmt.Errorf("checkpoint: parse JSON: %w (got %q)", err, truncateForError(jsonText))
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}
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// Drop items the model returned with an empty original — they can't be
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// anchored — and normalize whitespace the model may have echoed.
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out := parsed.Suggestions[:0]
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for _, s := range parsed.Suggestions {
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s.Original = strings.TrimSpace(s.Original)
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s.Replacement = strings.TrimSpace(s.Replacement)
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if s.Original == "" {
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continue
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}
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out = append(out, s)
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}
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return out, nil
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}
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// extractJSONObject returns the substring from the first '{' to its matching
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// closing '}', or "" if none. Tolerates fences/preamble around the object.
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func extractJSONObject(s string) string {
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start := strings.IndexByte(s, '{')
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if start < 0 {
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return ""
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}
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depth := 0
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inString := false
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escaped := false
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for i := start; i < len(s); i++ {
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c := s[i]
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switch {
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case escaped:
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escaped = false
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case c == '\\' && inString:
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escaped = true
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case c == '"':
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inString = !inString
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case inString:
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// ignore braces inside strings
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case c == '{':
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depth++
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case c == '}':
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depth--
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if depth == 0 {
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return s[start : i+1]
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}
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}
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}
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return ""
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}
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func truncateForError(s string) string {
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const max = 200
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if len(s) > max {
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return s[:max] + "…"
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}
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return s
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}
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// RateLimiter enforces a minimum interval between checkpoints per document.
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// Concurrency-safe; one instance is shared across requests.
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type RateLimiter struct {
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mu sync.Mutex
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interval time.Duration
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last map[string]time.Time
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}
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// NewRateLimiter constructs a limiter with the given per-document minimum gap.
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func NewRateLimiter(interval time.Duration) *RateLimiter {
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return &RateLimiter{interval: interval, last: make(map[string]time.Time)}
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}
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// Allow reports whether a checkpoint may run for docID now. When allowed it
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// records the time and returns (true, 0); when throttled it returns
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// (false, retryAfter) where retryAfter is the wait until the next allowed run.
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func (rl *RateLimiter) Allow(docID string) (bool, time.Duration) {
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rl.mu.Lock()
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defer rl.mu.Unlock()
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now := time.Now()
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if last, ok := rl.last[docID]; ok {
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if elapsed := now.Sub(last); elapsed < rl.interval {
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return false, rl.interval - elapsed
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}
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}
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rl.last[docID] = now
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return true, 0
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}
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