- domain: address normalization/parsing, matching with explicit statuses - adapters: SQLite registry store, ArcGIS outages client, optional LLM rewriter, HTTP API - seed pipeline with duplicate handling and unparsed reporting - CLI (seed/verify/resolve), systemd unit, OpenAPI contract, tests
138 lines
4.0 KiB
Go
138 lines
4.0 KiB
Go
// Package llm implements the optional, disabled-by-default query rewriter.
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//
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// It talks to any OpenAI-compatible chat completions endpoint (for example the
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// on-prem vLLM already used by AMS). Its contract is deliberately narrow: it
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// may only propose alternative spellings of the user's address. It never
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// returns the answer, and its output is validated by the deterministic
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// resolver, so a misbehaving model can at worst waste a request — it cannot
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// make the service answer with a wrong address.
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package llm
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import (
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"bytes"
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"context"
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"encoding/json"
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"fmt"
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"net/http"
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"strings"
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"time"
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"git.totmin.ru/en2zmax/addrkit/internal/config"
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)
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// Rewriter asks a model for normalised variants of an address.
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type Rewriter struct {
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endpoint string
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token string
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model string
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http *http.Client
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}
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// New builds a rewriter from configuration. The URL is treated as a base; the
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// OpenAI path is appended if it is not already present.
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func New(cfg config.LLMConfig) *Rewriter {
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base := strings.TrimRight(cfg.URL, "/")
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if !strings.HasSuffix(base, "/chat/completions") {
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base += "/v1/chat/completions"
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}
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timeout := time.Duration(cfg.TimeoutSeconds) * time.Second
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if timeout <= 0 {
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timeout = 3 * time.Second
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}
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return &Rewriter{
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endpoint: base,
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token: cfg.Token,
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model: cfg.Model,
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http: &http.Client{Timeout: timeout},
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}
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}
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const systemPrompt = `Ты — нормализатор адресов. Тебе дают адрес, написанный как угодно.
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Верни ТОЛЬКО JSON вида {"variants":["...","..."]} — до 3 вариантов записи того же адреса
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в формате "<название улицы> <дом>[/<дробь>][ <литера>][ к<корпус>][ стр.<строение>]".
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Не выдумывай улицы и дома, которых нет во входе. Если не уверен — верни пустой список.`
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type chatRequest struct {
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Model string `json:"model"`
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Messages []chatMessage `json:"messages"`
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Temperature float64 `json:"temperature"`
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MaxTokens int `json:"max_tokens"`
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}
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type chatMessage struct {
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Role string `json:"role"`
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Content string `json:"content"`
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}
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type chatResponse struct {
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Choices []struct {
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Message chatMessage `json:"message"`
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} `json:"choices"`
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}
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// Rewrite returns up to three normalised variants of raw.
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func (r *Rewriter) Rewrite(ctx context.Context, raw string) ([]string, error) {
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payload, err := json.Marshal(chatRequest{
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Model: r.model,
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Messages: []chatMessage{
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{Role: "system", Content: systemPrompt},
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{Role: "user", Content: raw},
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},
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Temperature: 0,
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MaxTokens: 256,
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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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req, err := http.NewRequestWithContext(ctx, http.MethodPost, r.endpoint, bytes.NewReader(payload))
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if err != nil {
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return nil, err
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}
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req.Header.Set("Content-Type", "application/json")
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if r.token != "" && r.token != "EMPTY" {
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req.Header.Set("Authorization", "Bearer "+r.token)
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}
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resp, err := r.http.Do(req)
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if err != nil {
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return nil, err
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}
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defer resp.Body.Close()
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if resp.StatusCode != http.StatusOK {
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return nil, fmt.Errorf("llm status %d", resp.StatusCode)
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}
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var cr chatResponse
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if err := json.NewDecoder(resp.Body).Decode(&cr); err != nil {
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return nil, fmt.Errorf("decode llm response: %w", err)
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}
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if len(cr.Choices) == 0 {
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return nil, nil
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}
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return parseVariants(cr.Choices[0].Message.Content), nil
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}
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// parseVariants extracts the {"variants":[...]} object from a model reply that
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// may be wrapped in prose or code fences.
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func parseVariants(content string) []string {
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start := strings.Index(content, "{")
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end := strings.LastIndex(content, "}")
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if start < 0 || end <= start {
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return nil
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}
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var parsed struct {
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Variants []string `json:"variants"`
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}
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if err := json.Unmarshal([]byte(content[start:end+1]), &parsed); err != nil {
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return nil
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}
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out := make([]string, 0, len(parsed.Variants))
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for _, v := range parsed.Variants {
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if s := strings.TrimSpace(v); s != "" {
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out = append(out, s)
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}
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}
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return out
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}
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