feat: add monitoring tg view-all scope

feat: expose monitoring tg media repair details
feat: expose monitoring tg poll diagnostics
2026-06-19 14:26:51 +03:00 · 2026-06-17 17:22:50 +03:00 · 2026-06-17 17:19:13 +03:00 · 2026-06-17 17:01:34 +03:00 · 2026-06-17 16:58:47 +03:00 · 2026-06-17 15:55:28 +03:00
26 changed files with 1993 additions and 289 deletions
--- a/.gitea/scripts/hygiene-check.sh
+++ b/.gitea/scripts/hygiene-check.sh
@@ -0,0 +1,35 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+fail=0
+
+while IFS= read -r -d '' path; do
+  base="$(basename "$path")"
+  case "$base" in
+    .DS_Store|.env)
+      echo "::error file=$path::tracked local-only file is forbidden"
+      fail=1
+      ;;
+  esac
+
+  case "$path" in
+    *node_modules/*|node_modules/*)
+      echo "::error file=$path::tracked node_modules content is forbidden"
+      fail=1
+      ;;
+    *.tmp|*.temp|*.bak|*.orig|*.rej|*.zip|*.tar|*.tar.gz|*.tgz|*.rar|*.7z)
+      echo "::error file=$path::tracked temporary/archive artifact is forbidden"
+      fail=1
+      ;;
+  esac
+
+  if [ -f "$path" ]; then
+    size="$(wc -c < "$path" | tr -d ' ')"
+    if [ "${size:-0}" -gt 52428800 ]; then
+      echo "::error file=$path::tracked file is larger than 50 MiB"
+      fail=1
+    fi
+  fi
+done < <(git ls-files -z)
+
+exit "$fail"
--- a/.gitea/workflows/ci.yml
+++ b/.gitea/workflows/ci.yml
@@ -0,0 +1,35 @@
+name: CI
+
+on:
+  push:
+  pull_request:
+
+jobs:
+  hygiene:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - run: bash .gitea/scripts/hygiene-check.sh
+
+  go:
+    runs-on: ubuntu-latest
+    needs: hygiene
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-go@v5
+        with:
+          go-version-file: go.mod
+          cache: true
+      - run: go build ./...
+      - run: go test ./...
+      - uses: golangci/golangci-lint-action@v7
+        with:
+          version: v2.4
+          args: --config .golangci.yml ./...
+
+  python:
+    runs-on: ubuntu-latest
+    needs: hygiene
+    steps:
+      - uses: actions/checkout@v4
+      - run: python3 -m compileall src alembic
--- a/.gitea/workflows/deploy.yaml
+++ b/.gitea/workflows/deploy.yaml
@@ -54,5 +54,8 @@ jobs:
          kubectl apply -f k8s/server-deployment.yaml
          kubectl apply -f k8s/server-service.yaml
          kubectl -n monitoring-tg set image deployment/monitoring-tg-server \
-            monitoring-tg-server=${{ env.NODE_REGISTRY }}/admin/monitoring-tg-server:${{ github.sha }}
+            monitoring-tg-migrate=${{ env.NODE_REGISTRY }}/admin/monitoring-tg-server:${{ github.sha }} \
+            monitoring-tg-server=${{ env.NODE_REGISTRY }}/admin/monitoring-tg-server:${{ github.sha }} \
+            monitoring-tg-telegram=${{ env.NODE_REGISTRY }}/admin/monitoring-tg-server:${{ github.sha }} \
+            monitoring-tg-classifier=${{ env.NODE_REGISTRY }}/admin/monitoring-tg-server:${{ github.sha }}
          kubectl -n monitoring-tg rollout status deployment/monitoring-tg-server --timeout=180s
--- a/.golangci.yml
+++ b/.golangci.yml
@@ -0,0 +1,36 @@
+version: "2"
+
+run:
+  timeout: 3m
+
+linters:
+  default: none
+  enable:
+    - errcheck
+    - govet
+    - ineffassign
+    - staticcheck
+    - unused
+  settings:
+    errcheck:
+      check-type-assertions: true
+      check-blank: false
+      exclude-functions:
+        - (io.Closer).Close
+        - (net/http.ResponseWriter).Write
+        - (*encoding/json.Encoder).Encode
+        - io.Copy
+        - fmt.Fprintf
+        - (github.com/jackc/pgx/v5.Tx).Rollback
+        - os.RemoveAll
+    staticcheck:
+      checks: ["all", "-SA1019", "-ST1000", "-ST1005", "-ST1020", "-ST1021", "-ST1022"]
+  exclusions:
+    rules:
+      - path: _test\.go
+        linters:
+          - errcheck
+
+issues:
+  max-issues-per-linter: 0
+  max-same-issues: 0
--- a/1
+++ b/1
@@ -4,6 +4,7 @@ WORKDIR /src

 COPY go.mod go.sum ./
 COPY cmd ./cmd
+COPY internal ./internal

 RUN CGO_ENABLED=0 GOOS=linux go build -o /out/monitoring-tg-classifier ./cmd/classifier \
    && CGO_ENABLED=0 GOOS=linux go build -o /out/monitoring-tg-server ./cmd/server
--- a/README.md
+++ b/README.md
@@ -4,8 +4,8 @@ Backend-сервис мониторинга Telegram-каналов для Porta
 AI-классификация работают на Go, Python оставлен только как внутренний
 MTProto/Telethon-адаптер для авторизации, опроса каналов и дозагрузки медиа.
 Сервис сохраняет сообщения в Postgres, раскладывает каналы по
-вертикалям/подразделам и выполняет AI-анализ через OpenAI-compatible endpoint,
-общий с другими сервисами портала.
+вертикалям/подразделам и выполняет AI-анализ через общий `ai-service`,
+который уже сам обращается к OpenAI-compatible backend.

 Пользовательский UI живёт в `portal/frontend/src/app/features/monitoring-tg`.
 Этот сервис не отдаёт отдельные HTML-страницы и работает как API/worker за
@@ -33,7 +33,7 @@ MTProto/Telethon-адаптер для авторизации, опроса ка
 ## Запуск в k8s

 Манифесты лежат в `k8s/`. Перед применением нужно заполнить `k8s/secrets.yaml`
-реальными Telegram-кредами и, при необходимости, `LLM_API_KEY`.
+реальными Telegram-кредами и `AI_SERVICE_TOKEN`.

 ```bash
 kubectl apply -k k8s
--- a/alembic/versions/0011_channel_aliases.py
+++ b/alembic/versions/0011_channel_aliases.py
@@ -0,0 +1,43 @@
+"""channel aliases across department sections
+
+Revision ID: 0011
+Revises: 0010
+Create Date: 2026-06-08
+
+"""
+from typing import Sequence, Union
+
+import sqlalchemy as sa
+from alembic import op
+
+revision: str = "0011"
+down_revision: Union[str, None] = "0010"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    op.add_column("channels", sa.Column("source_channel_id", sa.Integer(), nullable=True))
+    op.create_foreign_key(
+        "fk_channels_source_channel_id",
+        "channels",
+        "channels",
+        ["source_channel_id"],
+        ["id"],
+        ondelete="SET NULL",
+    )
+    op.drop_constraint("channels_identifier_key", "channels", type_="unique")
+    op.create_unique_constraint(
+        "uq_channels_section_identifier",
+        "channels",
+        ["section_id", "identifier"],
+    )
+    op.create_index("ix_channels_source_channel_id", "channels", ["source_channel_id"])
+
+
+def downgrade() -> None:
+    op.drop_index("ix_channels_source_channel_id", table_name="channels")
+    op.drop_constraint("uq_channels_section_identifier", "channels", type_="unique")
+    op.create_unique_constraint("channels_identifier_key", "channels", ["identifier"])
+    op.drop_constraint("fk_channels_source_channel_id", "channels", type_="foreignkey")
+    op.drop_column("channels", "source_channel_id")
--- a/alembic/versions/0012_message_classifications.py
+++ b/alembic/versions/0012_message_classifications.py
@@ -0,0 +1,38 @@
+"""per-section message classifications
+
+Revision ID: 0012
+Revises: 0011
+Create Date: 2026-06-11
+
+"""
+from typing import Sequence, Union
+
+import sqlalchemy as sa
+from alembic import op
+from sqlalchemy.dialects import postgresql
+
+revision: str = "0012"
+down_revision: Union[str, None] = "0011"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    op.create_table(
+        "message_classifications",
+        sa.Column("id", sa.Integer(), primary_key=True),
+        sa.Column("message_id", sa.Integer(), sa.ForeignKey("messages.id", ondelete="CASCADE"), nullable=False),
+        sa.Column("section_id", sa.Integer(), sa.ForeignKey("sections.id", ondelete="CASCADE"), nullable=False),
+        sa.Column("vertical", sa.String(length=32), nullable=False),
+        sa.Column("verdict", postgresql.JSONB(astext_type=sa.Text()), nullable=False),
+        sa.Column("updated_at", sa.DateTime(timezone=True), server_default=sa.func.now()),
+        sa.UniqueConstraint("message_id", "section_id", name="uq_message_classification_section"),
+    )
+    op.create_index("ix_message_classifications_message", "message_classifications", ["message_id"])
+    op.create_index("ix_message_classifications_section", "message_classifications", ["section_id"])
+
+
+def downgrade() -> None:
+    op.drop_index("ix_message_classifications_section", table_name="message_classifications")
+    op.drop_index("ix_message_classifications_message", table_name="message_classifications")
+    op.drop_table("message_classifications")
--- a/alembic/versions/0013_channel_poll_status.py
+++ b/alembic/versions/0013_channel_poll_status.py
@@ -0,0 +1,34 @@
+"""channel poll status
+
+Revision ID: 0013
+Revises: 0012
+Create Date: 2026-06-17
+
+"""
+from typing import Sequence, Union
+
+import sqlalchemy as sa
+from alembic import op
+
+revision: str = "0013"
+down_revision: Union[str, None] = "0012"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    op.add_column("channels", sa.Column("last_poll_status", sa.String(length=32), nullable=True))
+    op.add_column("channels", sa.Column("last_poll_error_code", sa.String(length=64), nullable=True))
+    op.add_column("channels", sa.Column("last_poll_error", sa.Text(), nullable=True))
+    op.add_column("channels", sa.Column("last_poll_error_at", sa.DateTime(timezone=True), nullable=True))
+    op.create_index("ix_channels_last_poll_status", "channels", ["last_poll_status"])
+    op.create_index("ix_channels_last_poll_error_code", "channels", ["last_poll_error_code"])
+
+
+def downgrade() -> None:
+    op.drop_index("ix_channels_last_poll_error_code", table_name="channels")
+    op.drop_index("ix_channels_last_poll_status", table_name="channels")
+    op.drop_column("channels", "last_poll_error_at")
+    op.drop_column("channels", "last_poll_error")
+    op.drop_column("channels", "last_poll_error_code")
+    op.drop_column("channels", "last_poll_status")
--- a/cmd/classifier/main.go
+++ b/cmd/classifier/main.go
@@ -1,14 +1,11 @@
 package main

 import (
-	"bytes"
 	"context"
 	"encoding/json"
 	"errors"
 	"fmt"
-	"io"
 	"log/slog"
-	"net/http"
 	"net/url"
 	"os"
 	"os/signal"
@@ -17,6 +14,9 @@ import (
 	"syscall"
 	"time"

+	"monitoring-tg/internal/aiservice"
+	"monitoring-tg/internal/dbretry"
+
 	"github.com/jackc/pgx/v5/pgxpool"
 )

@@ -33,18 +33,19 @@ type config struct {
 	PostgresPort     int

 	LLMEnabled        bool
-	LLMBaseURL        string
-	LLMAPIKey         string
 	LLMModel          string
 	LLMTimeout        time.Duration
 	LLMMaxTokens      int
 	LLMMinTextLength  int
 	ClassifyInterval  time.Duration
 	ClassifyBatchSize int
+	AIServiceURL      string
+	AIServiceToken    string
 }

 type pendingMessage struct {
 	ID           int64
+	SectionID    int64
 	Text         string
 	Vertical     string
 	SectionSlug  string
@@ -52,29 +53,10 @@ type pendingMessage struct {
 	Extracted    map[string]any
 }

-type chatRequest struct {
-	Model          string        `json:"model"`
-	Messages       []chatMessage `json:"messages"`
-	Temperature    float64       `json:"temperature"`
-	MaxTokens      int           `json:"max_tokens"`
-	ResponseFormat responseFmt   `json:"response_format"`
-}
-
-type chatMessage struct {
-	Role    string `json:"role"`
-	Content string `json:"content"`
-}
-
 type responseFmt struct {
 	Type string `json:"type"`
 }

-type chatResponse struct {
-	Choices []struct {
-		Message chatMessage `json:"message"`
-	} `json:"choices"`
-}
-
 func main() {
 	cfg := loadConfig()
 	logger := slog.New(slog.NewJSONHandler(os.Stdout, nil))
@@ -88,14 +70,18 @@ func main() {
 	ctx, stop := signal.NotifyContext(context.Background(), syscall.SIGINT, syscall.SIGTERM)
 	defer stop()

-	pool, err := pgxpool.New(ctx, cfg.databaseURL())
+	pool, err := dbretry.Connect(ctx, cfg.databaseURL(), 2*time.Minute)
 	if err != nil {
 		slog.Error("db_connect_failed", "error", err)
 		os.Exit(1)
 	}
 	defer pool.Close()

-	worker := &classifier{cfg: cfg, db: pool, http: &http.Client{Timeout: cfg.LLMTimeout}}
+	worker := &classifier{
+		cfg: cfg,
+		db:  pool,
+		ai:  aiservice.New(cfg.AIServiceURL, cfg.AIServiceToken, cfg.LLMTimeout),
+	}
 	slog.Info(
 		"classifier_started",
 		"interval", cfg.ClassifyInterval.String(),
@@ -107,11 +93,11 @@ func main() {
 	defer ticker.Stop()

 	for {
-		updated, err := worker.runOnce(ctx)
+		updated, enqueued, err := worker.runOnce(ctx)
 		if err != nil {
 			slog.Error("classify_batch_failed", "error", err)
-		} else if updated > 0 {
-			slog.Info("classify_batch_done", "updated", updated)
+		} else if updated > 0 || enqueued > 0 {
+			slog.Info("classify_batch_done", "updated", updated, "enqueued", enqueued)
 		}

 		select {
@@ -126,65 +112,114 @@ func main() {
 type classifier struct {
 	cfg config
 	db  *pgxpool.Pool
-	http *http.Client
+	ai  *aiservice.Client
 }

-func (c *classifier) runOnce(ctx context.Context) (int, error) {
+func (c *classifier) runOnce(ctx context.Context) (int, int, error) {
 	rows, err := c.loadPending(ctx)
 	if err != nil {
-		return 0, err
+		return 0, 0, err
 	}
 	if len(rows) == 0 {
-		return 0, nil
+		return 0, 0, nil
 	}

+	byRef := make(map[string]pendingMessage, len(rows))
+	jobs := make([]aiservice.CreateJobRequest, 0, len(rows))
 	updated := 0
 	for _, msg := range rows {
 		key := verdictKey(msg.Vertical)
 		if _, ok := msg.Extracted[key]; ok {
 			continue
 		}
-
-		verdict, err := c.classify(ctx, msg)
+		if len(strings.TrimSpace(msg.Text)) < c.cfg.LLMMinTextLength {
+			verdict, err := marshalRaw(negativeVerdict(msg.Vertical))
 			if err != nil {
-			slog.Warn("llm_classify_failed", "message_id", msg.ID, "vertical", msg.Vertical, "error", err)
+				slog.Warn("negative_verdict_failed", "message_id", msg.ID, "section_id", msg.SectionID, "error", err)
 				continue
 			}
-		if len(verdict) == 0 {
-			verdict, err = marshalRaw(negativeVerdict(msg.Vertical))
-			if err != nil {
-				slog.Warn("negative_verdict_failed", "message_id", msg.ID, "error", err)
-				continue
-			}
-		}
-
-		if err := c.saveVerdict(ctx, msg.ID, key, verdict); err != nil {
-			slog.Warn("save_verdict_failed", "message_id", msg.ID, "error", err)
+			if err := c.saveVerdict(ctx, msg, key, verdict); err != nil {
+				slog.Warn("save_verdict_failed", "message_id", msg.ID, "section_id", msg.SectionID, "error", err)
 				continue
 			}
 			updated++
+			continue
 		}
-	return updated, nil
+
+		req, err := c.buildJobRequest(ctx, msg)
+		if err != nil {
+			slog.Warn("build_classify_job_failed", "message_id", msg.ID, "section_id", msg.SectionID, "vertical", msg.Vertical, "error", err)
+			continue
+		}
+		byRef[req.OwnerRef] = msg
+		jobs = append(jobs, req)
+	}
+	if len(jobs) == 0 {
+		return updated, 0, nil
+	}
+
+	created, err := c.ai.CreateJobs(ctx, aiservice.CreateJobsRequest{
+		OwnerService: "monitoring-tg",
+		TaskType:     "telegram_classification",
+		ModelProfile: c.cfg.LLMModel,
+		Priority:     5,
+		MaxAttempts:  2,
+		Jobs:         jobs,
+	})
+	if err != nil {
+		return updated, 0, err
+	}
+	for _, job := range created {
+		msg, ok := byRef[job.OwnerRef]
+		if !ok {
+			continue
+		}
+		switch job.Status {
+		case "done":
+			verdict, err := c.verdictFromJob(job, msg.Vertical)
+			if err != nil {
+				slog.Warn("parse_classify_job_failed", "message_id", msg.ID, "section_id", msg.SectionID, "job_id", job.ID, "error", err)
+				continue
+			}
+			if err := c.saveVerdict(ctx, msg, verdictKey(msg.Vertical), verdict); err != nil {
+				slog.Warn("save_verdict_failed", "message_id", msg.ID, "section_id", msg.SectionID, "job_id", job.ID, "error", err)
+				continue
+			}
+			updated++
+		case "failed", "cancelled":
+			verdict, err := marshalRaw(negativeVerdict(msg.Vertical))
+			if err != nil {
+				slog.Warn("negative_verdict_failed", "message_id", msg.ID, "section_id", msg.SectionID, "job_id", job.ID, "error", err)
+				continue
+			}
+			if err := c.saveVerdict(ctx, msg, verdictKey(msg.Vertical), verdict); err != nil {
+				slog.Warn("save_failed_job_verdict_failed", "message_id", msg.ID, "section_id", msg.SectionID, "job_id", job.ID, "error", err)
+				continue
+			}
+			updated++
+			slog.Warn("classify_job_failed_marked_negative", "message_id", msg.ID, "section_id", msg.SectionID, "job_id", job.ID, "status", job.Status, "error", derefString(job.ErrorMessage))
+		}
+	}
+	return updated, len(created), nil
 }

 func (c *classifier) loadPending(ctx context.Context) ([]pendingMessage, error) {
 	rows, err := c.db.Query(ctx, `
 		SELECT
 		  m.id,
+		  s.id,
 		  m.text,
 		  c.vertical,
 		  s.slug,
 		  COALESCE(s.department_id, ''),
-		  COALESCE(m.extracted, '{}'::jsonb)::text
+		  COALESCE(mc.verdict, '{}'::jsonb)::text
 		FROM messages m
-		JOIN channels c ON c.id = m.channel_id
+		JOIN channels src ON src.id = m.channel_id
+		JOIN channels c ON c.id = src.id OR c.source_channel_id = src.id
 		JOIN sections s ON s.id = c.section_id
+		LEFT JOIN message_classifications mc ON mc.message_id = m.id AND mc.section_id = s.id
 		WHERE m.text IS NOT NULL
-		  AND (
-		    (c.vertical = 'hr' AND (m.extracted IS NULL OR m.extracted->'hr_lead' IS NULL))
-		    OR
-		    (c.vertical <> 'hr' AND (m.extracted IS NULL OR m.extracted->'lead' IS NULL))
-		  )
+		  AND mc.id IS NULL
 		ORDER BY m.id DESC
 		LIMIT $1
 	`, c.cfg.ClassifyBatchSize)
@@ -197,7 +232,7 @@ func (c *classifier) loadPending(ctx context.Context) ([]pendingMessage, error)
 	for rows.Next() {
 		var msg pendingMessage
 		var extractedText string
-		if err := rows.Scan(&msg.ID, &msg.Text, &msg.Vertical, &msg.SectionSlug, &msg.DepartmentID, &extractedText); err != nil {
+		if err := rows.Scan(&msg.ID, &msg.SectionID, &msg.Text, &msg.Vertical, &msg.SectionSlug, &msg.DepartmentID, &extractedText); err != nil {
 			return nil, err
 		}
 		if err := json.Unmarshal([]byte(extractedText), &msg.Extracted); err != nil {
@@ -208,60 +243,56 @@ func (c *classifier) loadPending(ctx context.Context) ([]pendingMessage, error)
 	return out, rows.Err()
 }

-func (c *classifier) classify(ctx context.Context, msg pendingMessage) (json.RawMessage, error) {
-	if len(strings.TrimSpace(msg.Text)) < c.cfg.LLMMinTextLength {
-		return marshalRaw(negativeVerdict(msg.Vertical))
-	}
-
+func (c *classifier) buildJobRequest(ctx context.Context, msg pendingMessage) (aiservice.CreateJobRequest, error) {
 	systemPrompt, err := c.resolvePrompt(ctx, msg.Vertical, msg.DepartmentID, msg.SectionSlug)
 	if err != nil {
-		return nil, err
+		return aiservice.CreateJobRequest{}, err
 	}
+	systemPrompt = promptWithVerticalGuard(msg.Vertical, systemPrompt)

-	payload := chatRequest{
-		Model: c.cfg.LLMModel,
-		Messages: []chatMessage{
+	responseFormat, _ := json.Marshal(responseFmt{Type: "json_object"})
+	payload := aiservice.ChatInput{
+		Messages: []aiservice.Message{
 			{Role: "system", Content: systemPrompt},
 			{Role: "user", Content: buildUserPrompt(msg.Text)},
 		},
 		Temperature:    0.1,
 		MaxTokens:      c.cfg.LLMMaxTokens,
-		ResponseFormat: responseFmt{Type: "json_object"},
+		ResponseFormat: responseFormat,
 	}
 	body, err := json.Marshal(payload)
 	if err != nil {
+		return aiservice.CreateJobRequest{}, err
+	}
+
+	ownerRef := classifyOwnerRef(msg)
+	return aiservice.CreateJobRequest{
+		OwnerService: "monitoring-tg",
+		OwnerRef:     ownerRef,
+		TaskType:     "telegram_classification",
+		ModelProfile: c.cfg.LLMModel,
+		Priority:     5,
+		MaxAttempts:  2,
+		Input:        body,
+		// Classification is section-specific because prompts are section-specific.
+		IdempotencyKey: "monitoring-tg:telegram_classification:" + ownerRef,
+	}, nil
+}
+
+func (c *classifier) verdictFromJob(job *aiservice.Job, vertical string) (json.RawMessage, error) {
+	if job.Status != "done" {
+		msg := "ai-service job " + job.Status
+		if job.ErrorMessage != nil && *job.ErrorMessage != "" {
+			msg += ": " + *job.ErrorMessage
+		}
+		return nil, errors.New(msg)
+	}
+	var parsed aiservice.ChatResult
+	if err := json.Unmarshal(job.Result, &parsed); err != nil {
 		return nil, err
 	}

-	req, err := http.NewRequestWithContext(ctx, http.MethodPost, strings.TrimRight(c.cfg.LLMBaseURL, "/")+"/v1/chat/completions", bytes.NewReader(body))
-	if err != nil {
-		return nil, err
-	}
-	req.Header.Set("Content-Type", "application/json")
-	if c.cfg.LLMAPIKey != "" {
-		req.Header.Set("Authorization", "Bearer "+c.cfg.LLMAPIKey)
-	}
-
-	resp, err := c.http.Do(req)
-	if err != nil {
-		return nil, err
-	}
-	defer resp.Body.Close()
-
-	if resp.StatusCode < 200 || resp.StatusCode >= 300 {
-		b, _ := io.ReadAll(io.LimitReader(resp.Body, 512))
-		return nil, fmt.Errorf("llm http %d: %s", resp.StatusCode, strings.TrimSpace(string(b)))
-	}
-
-	var parsed chatResponse
-	if err := json.NewDecoder(resp.Body).Decode(&parsed); err != nil {
-		return nil, err
-	}
-	if len(parsed.Choices) == 0 {
-		return nil, errors.New("llm returned no choices")
-	}
-
-	raw := strings.TrimSpace(parsed.Choices[0].Message.Content)
+	raw := strings.TrimSpace(parsed.Content)
 	if raw == "" {
 		return nil, errors.New("llm returned empty content")
 	}
@@ -269,7 +300,7 @@ func (c *classifier) classify(ctx context.Context, msg pendingMessage) (json.Raw
 	if err != nil {
 		return nil, err
 	}
-	normalized, err := normalizeVerdict(msg.Vertical, block)
+	normalized, err := normalizeVerdict(vertical, block)
 	if err != nil {
 		return nil, err
 	}
@@ -297,12 +328,28 @@ func (c *classifier) resolvePrompt(ctx context.Context, vertical, departmentID,
 	return defaultPrompt(vertical), nil
 }

-func (c *classifier) saveVerdict(ctx context.Context, id int64, key string, verdict json.RawMessage) error {
+func (c *classifier) saveVerdict(ctx context.Context, msg pendingMessage, key string, verdict json.RawMessage) error {
 	_, err := c.db.Exec(ctx, `
+		INSERT INTO message_classifications (message_id, section_id, vertical, verdict, updated_at)
+		VALUES ($1, $2, $3, $4::jsonb, now())
+		ON CONFLICT ON CONSTRAINT uq_message_classification_section DO UPDATE
+		SET vertical = EXCLUDED.vertical,
+		    verdict = EXCLUDED.verdict,
+		    updated_at = now()
+	`, msg.ID, msg.SectionID, msg.Vertical, string(verdict))
+	if err != nil {
+		return err
+	}
+	_, err = c.db.Exec(ctx, `
 		UPDATE messages
-		SET extracted = jsonb_set(COALESCE(extracted, '{}'::jsonb), ARRAY[$2], $3::jsonb, true)
+		SET extracted = jsonb_set(
+			CASE WHEN jsonb_typeof(extracted) = 'object' THEN extracted ELSE '{}'::jsonb END,
+			ARRAY[$2],
+			$3::jsonb,
+			true
+		)
 		WHERE id = $1
-	`, id, key, string(verdict))
+	`, msg.ID, key, string(verdict))
 	return err
 }

@@ -320,6 +367,10 @@ func verdictKey(vertical string) string {
 	return "lead"
 }

+func classifyOwnerRef(msg pendingMessage) string {
+	return fmt.Sprintf("%d:%d", msg.ID, msg.SectionID)
+}
+
 func buildUserPrompt(text string) string {
 	return "Текст сообщения:\n```\n" + text + "\n```\nВерни JSON."
 }
@@ -405,6 +456,13 @@ func asFloat(v any) (float64, bool) {
 	}
 }

+func derefString(v *string) string {
+	if v == nil {
+		return ""
+	}
+	return *v
+}
+
 func defaultPrompt(vertical string) string {
 	if vertical == verticalHR {
 		return defaultHRPrompt
@@ -412,6 +470,16 @@ func defaultPrompt(vertical string) string {
 	return defaultREPrompt
 }

+func promptWithVerticalGuard(vertical, prompt string) string {
+	if vertical == verticalHR {
+		return prompt
+	}
+	if strings.Contains(prompt, realEstateOnlyGuard) {
+		return prompt
+	}
+	return strings.TrimSpace(prompt) + "\n\n" + realEstateOnlyGuard
+}
+
 func loadConfig() config {
 	return config{
 		PostgresUser:      env("POSTGRES_USER", "parser"),
@@ -420,14 +488,14 @@ func loadConfig() config {
 		PostgresHost:      env("POSTGRES_HOST", "db"),
 		PostgresPort:      envInt("POSTGRES_PORT", 5432),
 		LLMEnabled:        envBool("LLM_ENABLED", true),
-		LLMBaseURL:        env("LLM_BASE_URL", "http://10.2.3.5:8002"),
-		LLMAPIKey:         env("LLM_API_KEY", ""),
 		LLMModel:          env("LLM_MODEL", "qwen2.5-14b"),
 		LLMTimeout:        time.Duration(envInt("LLM_TIMEOUT_SECONDS", 120)) * time.Second,
 		LLMMaxTokens:      envInt("LLM_MAX_TOKENS", 600),
 		LLMMinTextLength:  envInt("LLM_MIN_TEXT_LENGTH", 20),
-		ClassifyInterval:  time.Duration(envInt("LLM_CLASSIFY_INTERVAL_SECONDS", 20)) * time.Second,
-		ClassifyBatchSize: envInt("LLM_CLASSIFY_BATCH_SIZE", 5),
+		ClassifyInterval:  time.Duration(envInt("LLM_CLASSIFY_INTERVAL_SECONDS", 5)) * time.Second,
+		ClassifyBatchSize: envInt("LLM_CLASSIFY_BATCH_SIZE", 200),
+		AIServiceURL:      env("AI_SERVICE_URL", ""),
+		AIServiceToken:    env("AI_SERVICE_TOKEN", ""),
 	}
 }

@@ -475,6 +543,8 @@ func envBool(key string, fallback bool) bool {

 const defaultREPrompt = `Ты — аналитик объявлений о недвижимости. Тебе дают текст из Telegram-канала.
 Определи, является ли сообщение реальным объявлением о покупке, продаже или аренде недвижимости.
+Учитывай только сделки с недвижимостью: квартиры, дома, апартаменты, участки, коммерческие помещения и другие объекты недвижимости.
+Любые продажи или заявки по стройматериалам, мебели, бытовой/строительной технике, автомобилям, услугам, оборудованию и прочим товарам не являются лидами недвижимости — для них is_listing=false.
 Отвечай строго валидным JSON без markdown:
 {
  "is_listing": boolean,
@@ -493,6 +563,9 @@ const defaultREPrompt = `Ты — аналитик объявлений о не
 }
 summary всегда по-русски, confidence в диапазоне 0..1.`

+const realEstateOnlyGuard = `Жёсткое правило для недвижимости: учитывай только сделки с недвижимостью.
+Если сообщение продаёт или покупает стройматериалы, мебель, бытовую/строительную технику, автомобили, услуги, оборудование или любые другие товары/работы не по недвижимости — это НЕ лид недвижимости, верни is_listing=false.`
+
 const defaultHRPrompt = `Ты — аналитик HR-объявлений. Тебе дают текст из Telegram-канала.
 Определи, относится ли сообщение к рынку труда: вакансия, резюме или короткий HR-контакт.
 Отвечай строго валидным JSON без markdown:
--- a/cmd/server/main.go
+++ b/cmd/server/main.go
--- a/go.mod
+++ b/go.mod
@@ -2,12 +2,34 @@ module monitoring-tg

 go 1.25.7

-require github.com/jackc/pgx/v5 v5.9.1
+require (
+	gitea.estateliga.work/admin/portal-common v0.3.0
+	github.com/jackc/pgx/v5 v5.9.1
+	github.com/minio/minio-go/v7 v7.2.0
+)

 require (
+	github.com/cespare/xxhash/v2 v2.3.0 // indirect
+	github.com/dustin/go-humanize v1.0.1 // indirect
+	github.com/google/uuid v1.6.0 // indirect
 	github.com/jackc/pgpassfile v1.0.0 // indirect
 	github.com/jackc/pgservicefile v0.0.0-20240606120523-5a60cdf6a761 // indirect
 	github.com/jackc/puddle/v2 v2.2.2 // indirect
-	golang.org/x/sync v0.17.0 // indirect
-	golang.org/x/text v0.29.0 // indirect
+	github.com/klauspost/compress v1.18.6 // indirect
+	github.com/klauspost/cpuid/v2 v2.2.11 // indirect
+	github.com/klauspost/crc32 v1.3.0 // indirect
+	github.com/kr/text v0.2.0 // indirect
+	github.com/minio/crc64nvme v1.1.1 // indirect
+	github.com/minio/md5-simd v1.1.2 // indirect
+	github.com/philhofer/fwd v1.2.0 // indirect
+	github.com/rs/xid v1.6.0 // indirect
+	github.com/tinylib/msgp v1.6.1 // indirect
+	github.com/zeebo/xxh3 v1.1.0 // indirect
+	go.yaml.in/yaml/v3 v3.0.4 // indirect
+	golang.org/x/crypto v0.51.0 // indirect
+	golang.org/x/net v0.53.0 // indirect
+	golang.org/x/sync v0.20.0 // indirect
+	golang.org/x/sys v0.44.0 // indirect
+	golang.org/x/text v0.37.0 // indirect
+	gopkg.in/ini.v1 v1.67.2 // indirect
 )
--- a/go.sum
+++ b/go.sum
@@ -1,6 +1,15 @@
+gitea.estateliga.work/admin/portal-common v0.3.0 h1:xpr9UeLXk5pCcNXcTVGZzJZr0Ni7An7DV0OkuYv9qVM=
+gitea.estateliga.work/admin/portal-common v0.3.0/go.mod h1:C860q6g38KVMsv+mKv6k1Vm7smVRCycl+N6r63TElnk=
+github.com/cespare/xxhash/v2 v2.3.0 h1:UL815xU9SqsFlibzuggzjXhog7bL6oX9BbNZnL2UFvs=
+github.com/cespare/xxhash/v2 v2.3.0/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
+github.com/creack/pty v1.1.9/go.mod h1:oKZEueFk5CKHvIhNR5MUki03XCEU+Q6VDXinZuGJ33E=
 github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
 github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
 github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
+github.com/dustin/go-humanize v1.0.1 h1:GzkhY7T5VNhEkwH0PVJgjz+fX1rhBrR7pRT3mDkpeCY=
+github.com/dustin/go-humanize v1.0.1/go.mod h1:Mu1zIs6XwVuF/gI1OepvI0qD18qycQx+mFykh5fBlto=
+github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
+github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
 github.com/jackc/pgpassfile v1.0.0 h1:/6Hmqy13Ss2zCq62VdNG8tM1wchn8zjSGOBJ6icpsIM=
 github.com/jackc/pgpassfile v1.0.0/go.mod h1:CEx0iS5ambNFdcRtxPj5JhEz+xB6uRky5eyVu/W2HEg=
 github.com/jackc/pgservicefile v0.0.0-20240606120523-5a60cdf6a761 h1:iCEnooe7UlwOQYpKFhBabPMi4aNAfoODPEFNiAnClxo=
@@ -9,18 +18,65 @@ github.com/jackc/pgx/v5 v5.9.1 h1:uwrxJXBnx76nyISkhr33kQLlUqjv7et7b9FjCen/tdc=
 github.com/jackc/pgx/v5 v5.9.1/go.mod h1:mal1tBGAFfLHvZzaYh77YS/eC6IX9OWbRV1QIIM0Jn4=
 github.com/jackc/puddle/v2 v2.2.2 h1:PR8nw+E/1w0GLuRFSmiioY6UooMp6KJv0/61nB7icHo=
 github.com/jackc/puddle/v2 v2.2.2/go.mod h1:vriiEXHvEE654aYKXXjOvZM39qJ0q+azkZFrfEOc3H4=
+github.com/klauspost/compress v1.18.6 h1:2jupLlAwFm95+YDR+NwD2MEfFO9d4z4Prjl1XXDjuao=
+github.com/klauspost/compress v1.18.6/go.mod h1:cwPg85FWrGar70rWktvGQj8/hthj3wpl0PGDogxkrSQ=
+github.com/klauspost/cpuid/v2 v2.0.1/go.mod h1:FInQzS24/EEf25PyTYn52gqo7WaD8xa0213Md/qVLRg=
+github.com/klauspost/cpuid/v2 v2.2.11 h1:0OwqZRYI2rFrjS4kvkDnqJkKHdHaRnCm68/DY4OxRzU=
+github.com/klauspost/cpuid/v2 v2.2.11/go.mod h1:hqwkgyIinND0mEev00jJYCxPNVRVXFQeu1XKlok6oO0=
+github.com/klauspost/crc32 v1.3.0 h1:sSmTt3gUt81RP655XGZPElI0PelVTZ6YwCRnPSupoFM=
+github.com/klauspost/crc32 v1.3.0/go.mod h1:D7kQaZhnkX/Y0tstFGf8VUzv2UofNGqCjnC3zdHB0Hw=
+github.com/kr/pretty v0.3.0 h1:WgNl7dwNpEZ6jJ9k1snq4pZsg7DOEN8hP9Xw0Tsjwk0=
+github.com/kr/pretty v0.3.0/go.mod h1:640gp4NfQd8pI5XOwp5fnNeVWj67G7CFk/SaSQn7NBk=
+github.com/kr/text v0.2.0 h1:5Nx0Ya0ZqY2ygV366QzturHI13Jq95ApcVaJBhpS+AY=
+github.com/kr/text v0.2.0/go.mod h1:eLer722TekiGuMkidMxC/pM04lWEeraHUUmBw8l2grE=
+github.com/minio/crc64nvme v1.1.1 h1:8dwx/Pz49suywbO+auHCBpCtlW1OfpcLN7wYgVR6wAI=
+github.com/minio/crc64nvme v1.1.1/go.mod h1:eVfm2fAzLlxMdUGc0EEBGSMmPwmXD5XiNRpnu9J3bvg=
+github.com/minio/md5-simd v1.1.2 h1:Gdi1DZK69+ZVMoNHRXJyNcxrMA4dSxoYHZSQbirFg34=
+github.com/minio/md5-simd v1.1.2/go.mod h1:MzdKDxYpY2BT9XQFocsiZf/NKVtR7nkE4RoEpN+20RM=
+github.com/minio/minio-go/v7 v7.2.0 h1:RCJM0R1XOsRs+A3x3UCaf3ZYbByDaLjFeAi+YCQEPhs=
+github.com/minio/minio-go/v7 v7.2.0/go.mod h1:EU9hENAStx/xXduNdrGO5e4X5vk19NtgB+RIPjZO8o0=
+github.com/philhofer/fwd v1.2.0 h1:e6DnBTl7vGY+Gz322/ASL4Gyp1FspeMvx1RNDoToZuM=
+github.com/philhofer/fwd v1.2.0/go.mod h1:RqIHx9QI14HlwKwm98g9Re5prTQ6LdeRQn+gXJFxsJM=
 github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=
 github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
+github.com/rogpeppe/go-internal v1.14.1 h1:UQB4HGPB6osV0SQTLymcB4TgvyWu6ZyliaW0tI/otEQ=
+github.com/rogpeppe/go-internal v1.14.1/go.mod h1:MaRKkUm5W0goXpeCfT7UZI6fk/L7L7so1lCWt35ZSgc=
+github.com/rs/xid v1.6.0 h1:fV591PaemRlL6JfRxGDEPl69wICngIQ3shQtzfy2gxU=
+github.com/rs/xid v1.6.0/go.mod h1:7XoLgs4eV+QndskICGsho+ADou8ySMSjJKDIan90Nz0=
 github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
+github.com/stretchr/objx v0.4.0/go.mod h1:YvHI0jy2hoMjB+UWwv71VJQ9isScKT/TqJzVSSt89Yw=
+github.com/stretchr/objx v0.5.0/go.mod h1:Yh+to48EsGEfYuaHDzXPcE3xhTkx73EhmCGUpEOglKo=
+github.com/stretchr/objx v0.5.2/go.mod h1:FRsXN1f5AsAjCGJKqEizvkpNtU+EGNCLh3NxZ/8L+MA=
 github.com/stretchr/testify v1.3.0/go.mod h1:M5WIy9Dh21IEIfnGCwXGc5bZfKNJtfHm1UVUgZn+9EI=
 github.com/stretchr/testify v1.7.0/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
+github.com/stretchr/testify v1.7.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
+github.com/stretchr/testify v1.8.0/go.mod h1:yNjHg4UonilssWZ8iaSj1OCr/vHnekPRkoO+kdMU+MU=
+github.com/stretchr/testify v1.8.4/go.mod h1:sz/lmYIOXD/1dqDmKjjqLyZ2RngseejIcXlSw2iwfAo=
 github.com/stretchr/testify v1.11.1 h1:7s2iGBzp5EwR7/aIZr8ao5+dra3wiQyKjjFuvgVKu7U=
 github.com/stretchr/testify v1.11.1/go.mod h1:wZwfW3scLgRK+23gO65QZefKpKQRnfz6sD981Nm4B6U=
-golang.org/x/sync v0.17.0 h1:l60nONMj9l5drqw6jlhIELNv9I0A4OFgRsG9k2oT9Ug=
-golang.org/x/sync v0.17.0/go.mod h1:9KTHXmSnoGruLpwFjVSX0lNNA75CykiMECbovNTZqGI=
-golang.org/x/text v0.29.0 h1:1neNs90w9YzJ9BocxfsQNHKuAT4pkghyXc4nhZ6sJvk=
-golang.org/x/text v0.29.0/go.mod h1:7MhJOA9CD2qZyOKYazxdYMF85OwPdEr9jTtBpO7ydH4=
+github.com/tinylib/msgp v1.6.1 h1:ESRv8eL3u+DNHUoSAAQRE50Hm162zqAnBoGv9PzScPY=
+github.com/tinylib/msgp v1.6.1/go.mod h1:RSp0LW9oSxFut3KzESt5Voq4GVWyS+PSulT77roAqEA=
+github.com/zeebo/assert v1.3.0 h1:g7C04CbJuIDKNPFHmsk4hwZDO5O+kntRxzaUoNXj+IQ=
+github.com/zeebo/assert v1.3.0/go.mod h1:Pq9JiuJQpG8JLJdtkwrJESF0Foym2/D9XMU5ciN/wJ0=
+github.com/zeebo/xxh3 v1.1.0 h1:s7DLGDK45Dyfg7++yxI0khrfwq9661w9EN78eP/UZVs=
+github.com/zeebo/xxh3 v1.1.0/go.mod h1:IisAie1LELR4xhVinxWS5+zf1lA4p0MW4T+w+W07F5s=
+go.yaml.in/yaml/v3 v3.0.4 h1:tfq32ie2Jv2UxXFdLJdh3jXuOzWiL1fo0bu/FbuKpbc=
+go.yaml.in/yaml/v3 v3.0.4/go.mod h1:DhzuOOF2ATzADvBadXxruRBLzYTpT36CKvDb3+aBEFg=
+golang.org/x/crypto v0.51.0 h1:IBPXwPfKxY7cWQZ38ZCIRPI50YLeevDLlLnyC5wRGTI=
+golang.org/x/crypto v0.51.0/go.mod h1:8AdwkbraGNABw2kOX6YFPs3WM22XqI4EXEd8g+x7Oc8=
+golang.org/x/net v0.53.0 h1:d+qAbo5L0orcWAr0a9JweQpjXF19LMXJE8Ey7hwOdUA=
+golang.org/x/net v0.53.0/go.mod h1:JvMuJH7rrdiCfbeHoo3fCQU24Lf5JJwT9W3sJFulfgs=
+golang.org/x/sync v0.20.0 h1:e0PTpb7pjO8GAtTs2dQ6jYa5BWYlMuX047Dco/pItO4=
+golang.org/x/sync v0.20.0/go.mod h1:9xrNwdLfx4jkKbNva9FpL6vEN7evnE43NNNJQ2LF3+0=
+golang.org/x/sys v0.44.0 h1:ildZl3J4uzeKP07r2F++Op7E9B29JRUy+a27EibtBTQ=
+golang.org/x/sys v0.44.0/go.mod h1:4GL1E5IUh+htKOUEOaiffhrAeqysfVGipDYzABqnCmw=
+golang.org/x/text v0.37.0 h1:Cqjiwd9eSg8e0QAkyCaQTNHFIIzWtidPahFWR83rTrc=
+golang.org/x/text v0.37.0/go.mod h1:a5sjxXGs9hsn/AJVwuElvCAo9v8QYLzvavO5z2PiM38=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
+gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c h1:Hei/4ADfdWqJk1ZMxUNpqntNwaWcugrBjAiHlqqRiVk=
+gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c/go.mod h1:JHkPIbrfpd72SG/EVd6muEfDQjcINNoR0C8j2r3qZ4Q=
+gopkg.in/ini.v1 v1.67.2 h1:JtOSMb9OuaCZKr7h5D/h6iii14sK0hLbplTc6frx4Ss=
+gopkg.in/ini.v1 v1.67.2/go.mod h1:x/cyOwCgZqOkJoDIJ3c1KNHMo10+nLGAhh+kn3Zizss=
 gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
 gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
--- a/internal/aiservice/client.go
+++ b/internal/aiservice/client.go
@@ -0,0 +1,308 @@
+package aiservice
+
+import (
+	"bytes"
+	"context"
+	"encoding/json"
+	"fmt"
+	"io"
+	"net/http"
+	"strings"
+	"time"
+)
+
+type Client struct {
+	baseURL string
+	token   string
+	http    *http.Client
+}
+
+type Message struct {
+	Role    string `json:"role"`
+	Content string `json:"content"`
+}
+
+type ChatInput struct {
+	Messages       []Message       `json:"messages"`
+	Temperature    float64         `json:"temperature"`
+	MaxTokens      int             `json:"max_tokens,omitempty"`
+	ResponseFormat json.RawMessage `json:"response_format,omitempty"`
+}
+
+type CreateJobRequest struct {
+	OwnerService   string          `json:"owner_service"`
+	OwnerRef       string          `json:"owner_ref"`
+	TaskType       string          `json:"task_type"`
+	ModelProfile   string          `json:"model_profile"`
+	Priority       int             `json:"priority"`
+	MaxAttempts    int             `json:"max_attempts"`
+	Input          json.RawMessage `json:"input"`
+	IdempotencyKey string          `json:"idempotency_key,omitempty"`
+}
+
+type CreateJobsRequest struct {
+	OwnerService string             `json:"owner_service,omitempty"`
+	TaskType     string             `json:"task_type,omitempty"`
+	ModelProfile string             `json:"model_profile,omitempty"`
+	Priority     int                `json:"priority,omitempty"`
+	MaxAttempts  int                `json:"max_attempts,omitempty"`
+	Jobs         []CreateJobRequest `json:"jobs"`
+}
+
+type Job struct {
+	ID             string          `json:"id"`
+	OwnerService   string          `json:"owner_service,omitempty"`
+	OwnerRef       string          `json:"owner_ref,omitempty"`
+	TaskType       string          `json:"task_type,omitempty"`
+	ModelProfile   string          `json:"model_profile,omitempty"`
+	Status         string          `json:"status"`
+	Result         json.RawMessage `json:"result,omitempty"`
+	ErrorCode      *string         `json:"error_code,omitempty"`
+	ErrorMessage   *string         `json:"error_message,omitempty"`
+	IdempotencyKey *string         `json:"idempotency_key,omitempty"`
+}
+
+type ChatResult struct {
+	Content    string `json:"content"`
+	Model      string `json:"model"`
+	DurationMS int64  `json:"duration_ms"`
+}
+
+type ProvidersStatus struct {
+	At        time.Time        `json:"at"`
+	Providers []ProviderStatus `json:"providers"`
+}
+
+type ProviderStatus struct {
+	Name       string `json:"name"`
+	Configured bool   `json:"configured"`
+	OK         bool   `json:"ok"`
+	URL        string `json:"url,omitempty"`
+	Model      string `json:"model,omitempty"`
+	LatencyMS  int64  `json:"latency_ms,omitempty"`
+	Error      string `json:"error,omitempty"`
+}
+
+type Stats struct {
+	At      time.Time     `json:"at"`
+	Owners  []OwnerStat   `json:"owners,omitempty"`
+	Errors  []ErrorStat   `json:"errors,omitempty"`
+	Backlog []BacklogStat `json:"backlog,omitempty"`
+}
+
+type OwnerStat struct {
+	OwnerService string `json:"owner_service"`
+	TaskType     string `json:"task_type"`
+	ModelProfile string `json:"model_profile"`
+	Status       string `json:"status"`
+	Total        int64  `json:"total"`
+}
+
+type ErrorStat struct {
+	OwnerService string `json:"owner_service,omitempty"`
+	TaskType     string `json:"task_type"`
+	ModelProfile string `json:"model_profile"`
+	ErrorCode    string `json:"error_code"`
+	Total        int64  `json:"total"`
+	Last24h      int64  `json:"last_24h"`
+}
+
+type BacklogStat struct {
+	OwnerService            string `json:"owner_service"`
+	TaskType                string `json:"task_type"`
+	ModelProfile            string `json:"model_profile"`
+	Pending                 int64  `json:"pending"`
+	Running                 int64  `json:"running"`
+	StaleRunning            int64  `json:"stale_running"`
+	OldestPendingAgeSeconds int64  `json:"oldest_pending_age_seconds"`
+	OldestRunningAgeSeconds int64  `json:"oldest_running_age_seconds"`
+}
+
+func New(baseURL, token string, timeout time.Duration) *Client {
+	baseURL = strings.TrimRight(strings.TrimSpace(baseURL), "/")
+	if baseURL == "" {
+		return nil
+	}
+	if timeout <= 0 {
+		timeout = 2 * time.Minute
+	}
+	return &Client{
+		baseURL: baseURL,
+		token:   strings.TrimSpace(token),
+		http:    &http.Client{Timeout: timeout},
+	}
+}
+
+func (c *Client) CreateJob(ctx context.Context, req CreateJobRequest) (*Job, error) {
+	if c == nil {
+		return nil, fmt.Errorf("ai-service not configured")
+	}
+	body, err := json.Marshal(req)
+	if err != nil {
+		return nil, fmt.Errorf("marshal ai job: %w", err)
+	}
+	httpReq, err := c.request(ctx, http.MethodPost, "/api/v1/jobs", body)
+	if err != nil {
+		return nil, err
+	}
+	resp, err := c.http.Do(httpReq)
+	if err != nil {
+		return nil, fmt.Errorf("create ai job: %w", err)
+	}
+	defer resp.Body.Close()
+	if resp.StatusCode < 200 || resp.StatusCode >= 300 {
+		return nil, fmt.Errorf("create ai job: http %d: %s", resp.StatusCode, readSmall(resp.Body))
+	}
+	var out Job
+	if err := json.NewDecoder(resp.Body).Decode(&out); err != nil {
+		return nil, fmt.Errorf("decode ai job: %w", err)
+	}
+	return &out, nil
+}
+
+func (c *Client) CreateJobs(ctx context.Context, req CreateJobsRequest) ([]*Job, error) {
+	if c == nil {
+		return nil, fmt.Errorf("ai-service not configured")
+	}
+	body, err := json.Marshal(req)
+	if err != nil {
+		return nil, fmt.Errorf("marshal ai jobs: %w", err)
+	}
+	httpReq, err := c.request(ctx, http.MethodPost, "/api/v1/jobs/batch", body)
+	if err != nil {
+		return nil, err
+	}
+	resp, err := c.http.Do(httpReq)
+	if err != nil {
+		return nil, fmt.Errorf("create ai jobs: %w", err)
+	}
+	defer resp.Body.Close()
+	if resp.StatusCode < 200 || resp.StatusCode >= 300 {
+		return nil, fmt.Errorf("create ai jobs: http %d: %s", resp.StatusCode, readSmall(resp.Body))
+	}
+	var out struct {
+		Jobs []*Job `json:"jobs"`
+	}
+	if err := json.NewDecoder(resp.Body).Decode(&out); err != nil {
+		return nil, fmt.Errorf("decode ai jobs: %w", err)
+	}
+	return out.Jobs, nil
+}
+
+func (c *Client) GetJob(ctx context.Context, id string) (*Job, error) {
+	if c == nil || strings.TrimSpace(id) == "" {
+		return nil, fmt.Errorf("ai job id is required")
+	}
+	req, err := c.request(ctx, http.MethodGet, "/api/v1/jobs/"+id, nil)
+	if err != nil {
+		return nil, err
+	}
+	resp, err := c.http.Do(req)
+	if err != nil {
+		return nil, fmt.Errorf("get ai job: %w", err)
+	}
+	defer resp.Body.Close()
+	if resp.StatusCode < 200 || resp.StatusCode >= 300 {
+		return nil, fmt.Errorf("get ai job: http %d: %s", resp.StatusCode, readSmall(resp.Body))
+	}
+	var out Job
+	if err := json.NewDecoder(resp.Body).Decode(&out); err != nil {
+		return nil, fmt.Errorf("decode ai job: %w", err)
+	}
+	return &out, nil
+}
+
+func (c *Client) WaitJob(ctx context.Context, id string, pollInterval time.Duration) (*Job, error) {
+	if pollInterval <= 0 {
+		pollInterval = 2 * time.Second
+	}
+	ticker := time.NewTicker(pollInterval)
+	defer ticker.Stop()
+	for {
+		job, err := c.GetJob(ctx, id)
+		if err != nil {
+			return nil, err
+		}
+		switch job.Status {
+		case "done", "failed", "cancelled":
+			return job, nil
+		}
+		select {
+		case <-ctx.Done():
+			return nil, ctx.Err()
+		case <-ticker.C:
+		}
+	}
+}
+
+func (c *Client) ProvidersStatus(ctx context.Context) (*ProvidersStatus, error) {
+	if c == nil {
+		return nil, fmt.Errorf("ai-service not configured")
+	}
+	req, err := c.request(ctx, http.MethodGet, "/api/v1/providers/status", nil)
+	if err != nil {
+		return nil, err
+	}
+	resp, err := c.http.Do(req)
+	if err != nil {
+		return nil, fmt.Errorf("ai providers status: %w", err)
+	}
+	defer resp.Body.Close()
+	if resp.StatusCode < 200 || resp.StatusCode >= 300 {
+		return nil, fmt.Errorf("ai providers status: http %d: %s", resp.StatusCode, readSmall(resp.Body))
+	}
+	var out ProvidersStatus
+	if err := json.NewDecoder(resp.Body).Decode(&out); err != nil {
+		return nil, fmt.Errorf("decode ai providers status: %w", err)
+	}
+	return &out, nil
+}
+
+func (c *Client) Stats(ctx context.Context) (*Stats, error) {
+	if c == nil {
+		return nil, fmt.Errorf("ai-service not configured")
+	}
+	req, err := c.request(ctx, http.MethodGet, "/api/v1/stats", nil)
+	if err != nil {
+		return nil, err
+	}
+	resp, err := c.http.Do(req)
+	if err != nil {
+		return nil, fmt.Errorf("ai stats: %w", err)
+	}
+	defer resp.Body.Close()
+	if resp.StatusCode < 200 || resp.StatusCode >= 300 {
+		return nil, fmt.Errorf("ai stats: http %d: %s", resp.StatusCode, readSmall(resp.Body))
+	}
+	var out Stats
+	if err := json.NewDecoder(resp.Body).Decode(&out); err != nil {
+		return nil, fmt.Errorf("decode ai stats: %w", err)
+	}
+	return &out, nil
+}
+
+func (c *Client) request(ctx context.Context, method, path string, body []byte) (*http.Request, error) {
+	var r io.Reader
+	if body != nil {
+		r = bytes.NewReader(body)
+	}
+	req, err := http.NewRequestWithContext(ctx, method, c.baseURL+path, r)
+	if err != nil {
+		return nil, err
+	}
+	if body != nil {
+		req.Header.Set("Content-Type", "application/json")
+	}
+	if c.token != "" {
+		req.Header.Set("Authorization", "Bearer "+c.token)
+	}
+	return req, nil
+}
+
+func readSmall(r io.Reader) string {
+	body, err := io.ReadAll(io.LimitReader(r, 1024))
+	if err != nil {
+		return err.Error()
+	}
+	return strings.TrimSpace(string(body))
+}
--- a/internal/dbretry/dbretry.go
+++ b/internal/dbretry/dbretry.go
@@ -0,0 +1,44 @@
+package dbretry
+
+import (
+	"context"
+	"fmt"
+	"time"
+
+	"github.com/jackc/pgx/v5/pgxpool"
+)
+
+func Connect(ctx context.Context, databaseURL string, maxWait time.Duration) (*pgxpool.Pool, error) {
+	deadline := time.Now().Add(maxWait)
+	var lastErr error
+
+	for attempt := 1; ; attempt++ {
+		pool, err := pgxpool.New(ctx, databaseURL)
+		if err == nil {
+			if pingErr := pool.Ping(ctx); pingErr == nil {
+				return pool, nil
+			} else {
+				err = fmt.Errorf("ping postgres: %w", pingErr)
+				pool.Close()
+			}
+		} else {
+			err = fmt.Errorf("connect postgres: %w", err)
+		}
+		lastErr = err
+
+		if time.Now().After(deadline) {
+			return nil, fmt.Errorf("connect postgres after retry: %w", lastErr)
+		}
+		sleep := time.Duration(attempt) * time.Second
+		if sleep > 5*time.Second {
+			sleep = 5 * time.Second
+		}
+		timer := time.NewTimer(sleep)
+		select {
+		case <-ctx.Done():
+			timer.Stop()
+			return nil, fmt.Errorf("connect postgres cancelled: %w", ctx.Err())
+		case <-timer.C:
+		}
+	}
+}
--- a/k8s/configmap.yaml
+++ b/k8s/configmap.yaml
@@ -14,10 +14,15 @@ data:
  POSTGRES_DB: "parser"
  TG_SESSION_PATH: "/data/session/parser.session"
  MEDIA_DIR: "/data/media"
+  MINIO_ENDPOINT: "s3-minio.estateliga.work"
+  MINIO_BUCKET: "monitoring-tg-media"
+  MINIO_USE_SSL: "1"
+  MINIO_INSECURE_SKIP_VERIFY: "0"
+  MINIO_REGION: "us-east-1"
  POLL_INTERVAL_SECONDS: "60"
  POLL_HISTORY_LIMIT: "50"
  LLM_ENABLED: "1"
-  LLM_BASE_URL: "http://10.2.3.5:8002"
  LLM_MODEL: "qwen2.5-14b"
  LLM_MAX_TOKENS: "600"
  LLM_CLASSIFIER_OWNER: "go"
+  AI_SERVICE_URL: "http://ai-service.ai-service.svc.cluster.local:8080"
--- a/k8s/secrets.yaml
+++ b/k8s/secrets.yaml
@@ -10,7 +10,10 @@ stringData:
  TG_PHONE: "+971524994695"
  TG_SESSION_STRING: ""
  POSTGRES_PASSWORD: "parser"
-  LLM_API_KEY: ""
+  INTERNAL_API_KEY: "36fe89ed40c01fdc54d3cf4e3fcacc8751dc456a4a1acd394e9fed48257c5734"
+  AI_SERVICE_TOKEN: "d18bcacf9e02bae1806ee6b6eeda62b95be6a915c0a22936d9a700128b275442"
+  MINIO_ACCESS_KEY: "admjn"
+  MINIO_SECRET_KEY: "TropicalMacaw9Fantasize"
 ---
 apiVersion: v1
 kind: Secret
--- a/k8s/server-deployment.yaml
+++ b/k8s/server-deployment.yaml
@@ -17,6 +17,8 @@ metadata:
  namespace: monitoring-tg
 spec:
  replicas: 1
+  strategy:
+    type: Recreate
  selector:
    matchLabels:
      app: monitoring-tg-server
@@ -25,6 +27,10 @@ spec:
      labels:
        app: monitoring-tg-server
    spec:
+      hostAliases:
+        - ip: "77.105.173.42"
+          hostnames:
+            - "s3-minio.estateliga.work"
      terminationGracePeriodSeconds: 20
      securityContext:
        fsGroup: 1000
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -14,6 +14,7 @@ dependencies = [
    "pydantic>=2.9",
    "pydantic-settings>=2.6",
    "structlog>=24.4",
+    "minio>=7.2",
 ]

 [project.optional-dependencies]
--- a/src/parser_bot/access.py
+++ b/src/parser_bot/access.py
@@ -13,6 +13,19 @@ def portal_department_id(request: Request) -> str | None:
    return value or None


+def portal_department_ids(request: Request) -> list[str]:
+    raw = (request.headers.get("x-user-department-ids") or "").strip()
+    out: list[str] = []
+    for part in raw.split(","):
+        value = part.strip()
+        if value and value not in out:
+            out.append(value)
+    current = portal_department_id(request)
+    if current and current not in out:
+        out.append(current)
+    return out
+
+
 def is_department_head_request(request: Request) -> bool:
    return request.headers.get("x-user-is-department-head") == "1"

--- a/src/parser_bot/api/routes.py
+++ b/src/parser_bot/api/routes.py
@@ -7,14 +7,14 @@ from sqlalchemy.ext.asyncio import AsyncSession

 from parser_bot.access import (
    is_admin_request,
-    portal_department_id,
+    portal_department_ids,
    require_department_manager,
    require_telegram_auth_manager,
 )
 from parser_bot.config import settings
 from parser_bot.db.models import Channel, Section
 from parser_bot.db.session import get_session
-from parser_bot.scheduler.poller import backfill_media, poll_channel
+from parser_bot.scheduler.poller import PollError, backfill_media, poll_channel
 from parser_bot.telegram import client as tg

 router = APIRouter()
@@ -39,13 +39,13 @@ class AuthCodeResult(BaseModel):
    needs_password: bool


-def _department_scope(request: Request) -> str | None:
+def _department_scopes(request: Request) -> list[str] | None:
    if is_admin_request(request):
        return None
-    dept_id = portal_department_id(request)
-    if not dept_id:
+    dept_ids = portal_department_ids(request)
+    if not dept_ids:
        raise HTTPException(status_code=403, detail="department is required")
-    return dept_id
+    return dept_ids


 async def _require_channel_scope(
@@ -55,7 +55,7 @@ async def _require_channel_scope(
    vertical: str | None,
    section: str | None,
 ) -> None:
-    department_id = _department_scope(request)
+    department_ids = _department_scopes(request)
    stmt = (
        select(Channel.id)
        .join(Section, Section.id == Channel.section_id)
@@ -65,13 +65,25 @@ async def _require_channel_scope(
        stmt = stmt.where(Channel.vertical == vertical)
    if section:
        stmt = stmt.where(Section.slug == section)
-    if department_id is not None:
-        stmt = stmt.where(Section.department_id == department_id)
+    if department_ids is not None:
+        stmt = stmt.where(Section.department_id.in_(department_ids))
    exists = (await session.execute(stmt)).scalar_one_or_none()
    if exists is None:
        raise HTTPException(status_code=404)


+def _poll_skipped_result(exc: PollError) -> dict[str, Any]:
+    result: dict[str, Any] = {
+        "inserted": 0,
+        "status": "skipped",
+        "code": exc.code,
+        "message": exc.message,
+    }
+    if exc.retry_after is not None:
+        result["retry_after"] = exc.retry_after
+    return result
+
+
@router.get("/auth/status", response_model=AuthStatus, dependencies=[Depends(require_telegram_auth_manager)])
 async def auth_status() -> AuthStatus:
    authorized = await tg.is_authorized()
@@ -126,10 +138,13 @@ async def trigger_poll(
    vertical: str | None = Query(None),
    section: str | None = Query(None),
    session: AsyncSession = Depends(get_session),
-) -> dict[str, int]:
+) -> dict[str, Any]:
    await _require_channel_scope(session, request, channel_id, vertical, section)
+    try:
        inserted = await poll_channel(channel_id)
-    return {"inserted": inserted}
+    except PollError as exc:
+        return _poll_skipped_result(exc)
+    return {"inserted": inserted, "status": "ok"}


@router.post(
@@ -167,7 +182,7 @@ async def trigger_poll_all(
    section: str | None = Query(None),
    session: AsyncSession = Depends(get_session),
 ) -> dict[str, Any]:
-    department_id = _department_scope(request)
+    department_ids = _department_scopes(request)
    stmt = (
        select(Channel.id)
        .join(Section, Section.id == Channel.section_id)
@@ -175,8 +190,8 @@ async def trigger_poll_all(
    )
    if section:
        stmt = stmt.where(Section.slug == section)
-    if department_id is not None:
-        stmt = stmt.where(Section.department_id == department_id)
+    if department_ids is not None:
+        stmt = stmt.where(Section.department_id.in_(department_ids))
    result = await session.execute(stmt)
    ids = [row[0] for row in result.all()]
    background.add_task(_poll_all_in_background, ids)
--- a/src/parser_bot/config.py
+++ b/src/parser_bot/config.py
@@ -28,6 +28,12 @@ class Settings(BaseSettings):

    media_dir: str = Field("/data/media", alias="MEDIA_DIR")
    media_max_bytes: int = Field(20 * 1024 * 1024, alias="MEDIA_MAX_BYTES")
+    minio_endpoint: str = Field("", alias="MINIO_ENDPOINT")
+    minio_access_key: str = Field("", alias="MINIO_ACCESS_KEY")
+    minio_secret_key: str = Field("", alias="MINIO_SECRET_KEY")
+    minio_bucket: str = Field("monitoring-tg-media", alias="MINIO_BUCKET")
+    minio_use_ssl: bool = Field(True, alias="MINIO_USE_SSL")
+    minio_region: str = Field("us-east-1", alias="MINIO_REGION")

    @property
    def database_url(self) -> str:
--- a/src/parser_bot/db/models.py
+++ b/src/parser_bot/db/models.py
@@ -54,12 +54,16 @@ class Section(Base):

 class Channel(Base):
    __tablename__ = "channels"
+    __table_args__ = (
+        UniqueConstraint("section_id", "identifier", name="uq_channels_section_identifier"),
+        Index("ix_channels_source_channel_id", "source_channel_id"),
+    )

    id: Mapped[int] = mapped_column(primary_key=True)
    # Telegram numeric channel id (peer id), nullable until first resolve
    tg_id: Mapped[int | None] = mapped_column(BigInteger, unique=True, nullable=True)
    # Username or t.me/joinchat link supplied by user
-    identifier: Mapped[str] = mapped_column(String(255), unique=True)
+    identifier: Mapped[str] = mapped_column(String(255))
    title: Mapped[str | None] = mapped_column(String(512), nullable=True)
    # 'real_estate' or 'hr' — picks which LLM prompt and lead schema is used
    vertical: Mapped[str] = mapped_column(
@@ -68,9 +72,16 @@ class Channel(Base):
    section_id: Mapped[int] = mapped_column(
        ForeignKey("sections.id", ondelete="RESTRICT"), index=True
    )
+    source_channel_id: Mapped[int | None] = mapped_column(
+        ForeignKey("channels.id", ondelete="SET NULL"), nullable=True
+    )
    is_active: Mapped[bool] = mapped_column(default=True, server_default="true")
    last_message_id: Mapped[int | None] = mapped_column(BigInteger, nullable=True)
    last_polled_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True), nullable=True)
+    last_poll_status: Mapped[str | None] = mapped_column(String(32), nullable=True)
+    last_poll_error_code: Mapped[str | None] = mapped_column(String(64), nullable=True)
+    last_poll_error: Mapped[str | None] = mapped_column(Text, nullable=True)
+    last_poll_error_at: Mapped[datetime | None] = mapped_column(DateTime(timezone=True), nullable=True)
    created_at: Mapped[datetime] = mapped_column(
        DateTime(timezone=True), server_default=func.now()
    )
@@ -112,6 +123,24 @@ class Message(Base):
    channel: Mapped[Channel] = relationship(back_populates="messages")


+class MessageClassification(Base):
+    __tablename__ = "message_classifications"
+    __table_args__ = (
+        UniqueConstraint("message_id", "section_id", name="uq_message_classification_section"),
+        Index("ix_message_classifications_message", "message_id"),
+        Index("ix_message_classifications_section", "section_id"),
+    )
+
+    id: Mapped[int] = mapped_column(primary_key=True)
+    message_id: Mapped[int] = mapped_column(ForeignKey("messages.id", ondelete="CASCADE"))
+    section_id: Mapped[int] = mapped_column(ForeignKey("sections.id", ondelete="CASCADE"))
+    vertical: Mapped[str] = mapped_column(String(32))
+    verdict: Mapped[dict] = mapped_column(JSONB)
+    updated_at: Mapped[datetime] = mapped_column(
+        DateTime(timezone=True), server_default=func.now()
+    )
+
+
 class AppSetting(Base):
    """Runtime-editable settings, edited from the UI without a restart."""

--- a/src/parser_bot/scheduler/poller.py
+++ b/src/parser_bot/scheduler/poller.py
@@ -2,8 +2,9 @@ from datetime import datetime, timezone

 import structlog
 from apscheduler.schedulers.asyncio import AsyncIOScheduler
-from sqlalchemy import func, select
+from sqlalchemy import func, or_, select
 from sqlalchemy.dialects.postgresql import insert as pg_insert
+from sqlalchemy.exc import IntegrityError

 from parser_bot.config import settings
 from parser_bot.db.models import Channel, Message
@@ -19,24 +20,152 @@ from parser_bot.telegram.client import (
 log = structlog.get_logger()


+class PollError(RuntimeError):
+    status_code = 400
+    code = "poll_failed"
+    retry_after: int | None = None
+
+    def __init__(self, message: str) -> None:
+        super().__init__(message)
+        self.message = message
+
+
+class PollUnauthorizedError(PollError):
+    status_code = 401
+    code = "telegram_not_authorized"
+
+
+class PollChannelUnavailableError(PollError):
+    status_code = 422
+    code = "telegram_channel_unavailable"
+
+
+class PollFloodWaitError(PollError):
+    status_code = 429
+    code = "telegram_flood_wait"
+
+    def __init__(self, seconds: int | None) -> None:
+        self.retry_after = seconds
+        wait = f"{seconds} sec" if seconds else "a while"
+        super().__init__(f"Telegram asked to wait {wait} before retrying")
+
+
+class PollDuplicateChannelError(PollError):
+    status_code = 409
+    code = "telegram_channel_duplicate"
+
+
+def _translate_telegram_error(exc: Exception, identifier: str) -> PollError:
+    name = type(exc).__name__
+    message = str(exc)
+    lower = message.lower()
+    if name == "FloodWaitError":
+        return PollFloodWaitError(getattr(exc, "seconds", None))
+    if name in {
+        "ChannelPrivateError",
+        "UsernameInvalidError",
+        "UsernameNotOccupiedError",
+        "InviteHashExpiredError",
+        "InviteHashInvalidError",
+        "ChatAdminRequiredError",
+    }:
+        return PollChannelUnavailableError(message)
+    if (
+        "cannot get entity" in lower
+        or "cannot find any entity" in lower
+        or "not part of" in lower
+        or "join the group" in lower
+        or "invalid channel" in lower
+    ):
+        return PollChannelUnavailableError(message)
+    return PollError(f"Cannot poll {identifier}: {message}")
+
+
 async def poll_channel(channel_id: int) -> int:
    """Poll one channel for new messages. Returns count of inserted rows."""
+    try:
+        return await _poll_channel(channel_id)
+    except PollError as exc:
+        await _record_poll_error(channel_id, exc.code, exc.message)
+        raise
+    except Exception as exc:
+        await _record_poll_error(channel_id, "poll_failed", str(exc))
+        raise
+
+
+async def _poll_channel(channel_id: int) -> int:
+    if not await is_authorized():
+        raise PollUnauthorizedError(
+            "Telegram is not authorized: open Monitoring TG in Portal and authorize it"
+        )
+
    async with session_scope() as session:
        channel = await session.get(Channel, channel_id)
        if channel is None or not channel.is_active:
            return 0
+        if channel.source_channel_id is not None:
+            source = await session.get(Channel, channel.source_channel_id)
+            if source is not None:
+                channel.tg_id = None
+                channel.title = channel.title or source.title
+                channel.last_message_id = source.last_message_id
+                channel.last_polled_at = source.last_polled_at
+                channel.last_poll_status = "alias"
+                channel.last_poll_error_code = None
+                channel.last_poll_error = None
+                channel.last_poll_error_at = None
+            return 0

        if channel.tg_id is None or channel.title is None:
+            try:
                resolved = await resolve_channel(channel.identifier)
+            except Exception as exc:
+                raise _translate_telegram_error(exc, channel.identifier) from exc
+
+            duplicate_id = (
+                await session.execute(
+                    select(Channel.id).where(
+                        Channel.tg_id == resolved.tg_id,
+                        Channel.id != channel.id,
+                    )
+                )
+            ).scalar_one_or_none()
+            if duplicate_id is not None:
+                source = await session.get(Channel, duplicate_id)
+                channel.source_channel_id = duplicate_id
+                channel.tg_id = None
+                channel.title = channel.title or resolved.title or (source.title if source else None)
+                channel.last_message_id = source.last_message_id if source else channel.last_message_id
+                channel.last_polled_at = source.last_polled_at if source else channel.last_polled_at
+                channel.last_poll_status = "alias"
+                channel.last_poll_error_code = None
+                channel.last_poll_error = None
+                channel.last_poll_error_at = None
+                log.info(
+                    "linked_channel_alias",
+                    channel_id=channel.id,
+                    source_channel_id=duplicate_id,
+                    tg_id=resolved.tg_id,
+                )
+                return 0
            channel.tg_id = resolved.tg_id
            channel.title = resolved.title
+            try:
+                await session.flush()
+            except IntegrityError as exc:
+                raise PollDuplicateChannelError(
+                    "Telegram channel is already connected to another channel"
+                ) from exc

+        try:
            msgs = await fetch_new_messages(
                channel.identifier,
                min_id=channel.last_message_id,
                limit=settings.poll_history_limit,
                download_media_for_channel_id=channel.id,
            )
+        except Exception as exc:
+            raise _translate_telegram_error(exc, channel.identifier) from exc

        inserted = 0
        for m in msgs:
@@ -70,6 +199,10 @@ async def poll_channel(channel_id: int) -> int:
                channel.last_message_id or 0, msgs[-1].tg_message_id
            )
        channel.last_polled_at = datetime.now(timezone.utc)
+        channel.last_poll_status = "ok"
+        channel.last_poll_error_code = None
+        channel.last_poll_error = None
+        channel.last_poll_error_at = None

        log.info(
            "polled_channel",
@@ -81,6 +214,17 @@ async def poll_channel(channel_id: int) -> int:
        return inserted


+async def _record_poll_error(channel_id: int, code: str, message: str) -> None:
+    async with session_scope() as session:
+        channel = await session.get(Channel, channel_id)
+        if channel is None:
+            return
+        channel.last_poll_status = "error"
+        channel.last_poll_error_code = code
+        channel.last_poll_error = message[:1000]
+        channel.last_poll_error_at = datetime.now(timezone.utc)
+
+
 async def poll_all() -> None:
    if not await is_authorized():
        log.debug("poll_skipped_not_authorized")
@@ -93,6 +237,13 @@ async def poll_all() -> None:
    for channel_id in ids:
        try:
            await poll_channel(channel_id)
+        except PollError as exc:
+            log.warning(
+                "poll_skipped",
+                channel_id=channel_id,
+                code=exc.code,
+                error=exc.message,
+            )
        except Exception as exc:
            log.error("poll_failed", channel_id=channel_id, error=str(exc))

@@ -111,10 +262,15 @@ async def backfill_media(channel_id: int, batch_size: int = 50) -> dict[str, int
        if channel is None:
            raise RuntimeError("channel not found")

+        missing_media_condition = or_(
+            Message.media_files.is_(None),
+            func.jsonb_array_length(Message.media_files) == 0,
+        )
+
        pending_q = select(func.count(Message.id)).where(
            Message.channel_id == channel_id,
            Message.has_media.is_(True),
-            Message.media_files.is_(None),
+            missing_media_condition,
        )
        pending_total = (await session.execute(pending_q)).scalar_one()

@@ -124,7 +280,7 @@ async def backfill_media(channel_id: int, batch_size: int = 50) -> dict[str, int
                .where(
                    Message.channel_id == channel_id,
                    Message.has_media.is_(True),
-                    Message.media_files.is_(None),
+                    missing_media_condition,
                )
                .order_by(Message.tg_message_id.asc())
                .limit(batch_size)
--- a/src/parser_bot/storage.py
+++ b/src/parser_bot/storage.py
@@ -0,0 +1,55 @@
+import asyncio
+from pathlib import Path
+
+from minio import Minio
+
+from parser_bot.config import settings
+
+_client: Minio | None = None
+_bucket_ready = False
+
+
+def configured() -> bool:
+    return bool(
+        settings.minio_endpoint
+        and settings.minio_access_key
+        and settings.minio_secret_key
+        and settings.minio_bucket
+    )
+
+
+def client() -> Minio | None:
+    global _client
+    if not configured():
+        return None
+    if _client is None:
+        endpoint = settings.minio_endpoint.removeprefix("https://").removeprefix("http://")
+        _client = Minio(
+            endpoint,
+            access_key=settings.minio_access_key,
+            secret_key=settings.minio_secret_key,
+            secure=settings.minio_use_ssl,
+            region=settings.minio_region,
+        )
+    return _client
+
+
+async def upload_file(path: Path, key: str, content_type: str | None) -> None:
+    cli = client()
+    if cli is None:
+        raise RuntimeError("minio is not configured")
+
+    def _upload() -> None:
+        global _bucket_ready
+        if not _bucket_ready:
+            if not cli.bucket_exists(settings.minio_bucket):
+                cli.make_bucket(settings.minio_bucket, location=settings.minio_region)
+            _bucket_ready = True
+        cli.fput_object(
+            settings.minio_bucket,
+            key,
+            str(path),
+            content_type=content_type or "application/octet-stream",
+        )
+
+    await asyncio.to_thread(_upload)
--- a/src/parser_bot/telegram/client.py
+++ b/src/parser_bot/telegram/client.py
@@ -15,6 +15,7 @@ from telethon.tl.types import (
 )

 from parser_bot.config import settings
+from parser_bot import storage

 log = structlog.get_logger()

@@ -136,9 +137,26 @@ async def _download_message_media(
    if path is None:
        info["skipped"] = "no_file"
        return [info]
-    filename = Path(path).name
+    file_path = Path(path)
+    filename = file_path.name
+    media_key = f"{channel_id}/{filename}"
    public_base = settings.public_base_path.rstrip("/")
-    info["url"] = f"{public_base}/media/{channel_id}/{filename}"
+    info["url"] = f"{public_base}/media/{media_key}"
+    info["key"] = media_key
+    info["name"] = filename
+    if storage.configured():
+        try:
+            await storage.upload_file(file_path, media_key, mime)
+            info["storage"] = "minio"
+            try:
+                file_path.unlink()
+            except OSError:
+                pass
+        except Exception as exc:
+            log.warning("media_minio_upload_failed", msg_id=msg.id, key=media_key, error=str(exc))
+            info["storage"] = "local"
+    else:
+        info["storage"] = "local"
    return [info]
Author	SHA1	Message	Date
Grendgi	d0f8b48869	feat: add monitoring tg view-all scope All checks were successful CI / hygiene (push) Successful in 1s Details Build and Deploy / build-and-deploy (push) Successful in 28s Details CI / go (push) Successful in 21s Details CI / python (push) Successful in 1s Details	2026-06-19 14:26:51 +03:00
Grendgi	cdbdea250d	feat: expose monitoring tg media repair details All checks were successful CI / hygiene (push) Successful in 2s Details Build and Deploy / build-and-deploy (push) Successful in 45s Details CI / go (push) Successful in 31s Details CI / python (push) Successful in 2s Details	2026-06-17 17:22:50 +03:00
Grendgi	696b7eda6f	feat: expose monitoring tg poll diagnostics	2026-06-17 17:19:13 +03:00
Grendgi	bd3b54dc7d	feat: track monitoring tg poll errors	2026-06-17 17:01:34 +03:00
Grendgi	6cbfdb92e4	feat: expose monitoring tg ai job health	2026-06-17 16:58:47 +03:00
Grendgi	7cc5109cba	feat: expose monitoring tg health detail	2026-06-17 15:55:28 +03:00
Grendgi	90c0a346ed	chore: use common internal auth	2026-06-17 14:26:04 +03:00
Grendgi	7f7f2427cb	chore: use common header parsing	2026-06-17 14:19:13 +03:00
Grendgi	73afcb64d5	Allow monitoring tg access to managed departments All checks were successful CI / hygiene (push) Successful in 2s Details Build and Deploy / build-and-deploy (push) Successful in 44s Details CI / go (push) Successful in 16s Details CI / python (push) Successful in 2s Details	2026-06-15 18:02:09 +03:00
Grendgi	5eb8e21eda	Add monitoring TG CI hygiene guard All checks were successful CI / hygiene (push) Successful in 2s Details Build and Deploy / build-and-deploy (push) Successful in 27s Details CI / go (push) Successful in 26s Details CI / python (push) Successful in 2s Details	2026-06-12 16:42:35 +03:00
Grendgi	778b48cc12	Protect monitoring TG API with internal key	2026-06-12 16:32:10 +03:00
Grendgi	1f1354e72b	Retry monitoring TG database connection on startup	2026-06-12 16:28:02 +03:00
Grendgi	fd1ee0611b	Batch enqueue TG AI classifications All checks were successful CI / go (push) Successful in 18s Details CI / python (push) Successful in 2s Details Build and Deploy / build-and-deploy (push) Successful in 29s Details	2026-06-12 09:01:41 +03:00
Grendgi	fc696c9e13	Add per-section TG classifications All checks were successful CI / go (push) Successful in 16s Details CI / python (push) Successful in 2s Details Build and Deploy / build-and-deploy (push) Successful in 46s Details	2026-06-11 17:06:00 +03:00
Grendgi	f66ca4b6d4	Ignore non-real-estate sales in TG leads All checks were successful CI / go (push) Successful in 26s Details CI / python (push) Successful in 2s Details Build and Deploy / build-and-deploy (push) Successful in 27s Details	2026-06-11 14:51:29 +03:00
Grendgi	eb12190729	Fix monitoring TG CI lint issues All checks were successful CI / go (push) Successful in 28s Details CI / python (push) Successful in 1s Details Build and Deploy / build-and-deploy (push) Successful in 26s Details	2026-06-09 11:33:20 +03:00
Grendgi	c4ad6c6c84	Add CI workflow Some checks failed Build and Deploy / build-and-deploy (push) Successful in 18s Details CI / go (push) Failing after 49s Details CI / python (push) Failing after 26s Details	2026-06-09 10:32:22 +03:00
Grendgi	2d0d751115	Share Telegram channels across sections All checks were successful Build and Deploy / build-and-deploy (push) Successful in 43s Details	2026-06-08 23:54:49 +03:00
Grendgi	ddea7002f1	Deploy all monitoring TG containers All checks were successful Build and Deploy / build-and-deploy (push) Successful in 15s Details	2026-06-08 23:33:08 +03:00
Grendgi	29490e5f93	Return skipped status for Telegram poll limits All checks were successful Build and Deploy / build-and-deploy (push) Successful in 30s Details	2026-06-08 23:29:38 +03:00
Grendgi	5165b31910	Handle Telegram poll failures gracefully All checks were successful Build and Deploy / build-and-deploy (push) Successful in 31s Details	2026-06-08 23:14:29 +03:00
Grendgi	e075b11761	Fix Docker build context for Go classifier All checks were successful Build and Deploy / build-and-deploy (push) Successful in 30s Details	2026-06-08 16:55:55 +03:00
Grendgi	bc15c2e116	Allow monitoring TG AI retries Some checks failed Build and Deploy / build-and-deploy (push) Failing after 5s Details	2026-06-08 15:48:47 +03:00
Grendgi	8259a01a88	Route monitoring TG classification through AI service Some checks failed Build and Deploy / build-and-deploy (push) Failing after 5s Details	2026-06-08 15:47:42 +03:00
Grendgi	a924cd832b	Store monitoring TG media in MinIO All checks were successful Build and Deploy / build-and-deploy (push) Successful in 45s Details	2026-06-05 16:58:08 +03:00
Grendgi	4ac976b4eb	Harden monitoring TG reanalyze reset	2026-06-05 16:35:58 +03:00
Grendgi	fd6fc6b931	Handle scalar TG extracted payloads	2026-06-05 16:31:20 +03:00
Grendgi	76b6230c7a	Configure monitoring TG LLM key All checks were successful Build and Deploy / build-and-deploy (push) Successful in 15s Details	2026-06-05 16:25:54 +03:00
Grendgi	4e94ce092e	Avoid parallel monitoring TG telegram pods	2026-06-05 16:18:00 +03:00