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ragflow/cmd/ingestor.go

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feat(agent): Go port — canvas engine, 22 components, DSL v2, 13 endpoints (#15952) Ports the agent canvas subsystem from Python to Go. ## What's included ### Canvas Engine (Phase 0/1) - State engine, scheduler, variable resolver, Redis checkpoint store, cancel protocol - **209 tests** across canvas / component / io packages ### 22 Components (P0–P4) | Tier | Components | |---|---| | P0 T1+T2+T3 | LLM, Agent, ExitLoop, Switch, Categorize, Begin, Message, Invoke | | P1 T3 | VariableAggregator, VariableAssigner, StringTransform, ListOperations, DataOperations | | P2 T3 | Iteration, IterationItem, Loop, LoopItem | | P3 T3 | UserFillUp, Fillup | | P4 T5 | Browser, ExcelProcessor, DocsGenerator | ### DSL v2 Schema (Phase 2.5) - Typed v2 in-memory model with v1-to-v2 auto-detect converter - v1 legacy field stripping per plan §2.11.7 ### HTTP Endpoints & Bug Fixes (Plans PR1–PR3) - **DELETE SQL bug fix**: gorm v2 `Where("id = ?", id).Delete(...)` pattern - **CreateAgent validation**: title/DSL required, duplicate check, 103 envelope - **13 new endpoints**: templates, prompts, tags, sessions CRUD, chat/completions (SSE + non-stream stubs), rerun, test_db_connection, logs, webhook/logs - **756 Go unit tests** (745 → 756, +18) - **17 → 0 Python integration test failures** (test_agents.py + test_session_management/) ### Tools 21 eino tools: HTTPHelper, search tools, financial/data tools, mandatory stubs ### Infrastructure OTel observability, NATS message queue, DeepDoc gRPC client, SSRF guards, IDOR mitigation
2026-06-12 22:58:28 +08:00
//go:build ignore
Go: add ingestion server (#15094) ### What problem does this PR solve? 1. Go ingestion server will connected with admin server with gRPC stream 2. Go ingestion server will be responsible for ingestion tasks ``` RAGFlow(admin)> list ingestors; +-----------------+-----------+----------------------------------+---------------------------+----------+------------+--------------+--------+------------+---------------+ | address | cpu_usage | id | last_heartbeat | name | process_id | rss_usage | status | task_count | vms_usage | +-----------------+-----------+----------------------------------+---------------------------+----------+------------+--------------+--------+------------+---------------+ | 127.0.0.1:58564 | 0 | bdd1870eea2646e0aacb8a2cd3307aa2 | 2026-05-24T18:16:17+08:00 | ingestor | 680152 | 212.72265625 | active | 0 | 2589.12109375 | +-----------------+-----------+----------------------------------+---------------------------+----------+------------+--------------+--------+------------+---------------+ RAGFlow(admin)> start ingestion 'abc'; +----------------------------------+ | task_id | +----------------------------------+ | e714777639ca4760ab427b5f211e81ad | +----------------------------------+ RAGFlow(admin)> stop ingestion 'f7bd39d0a724457eb5fdce6d81699776'; +----------------------------------+ | task_id | +----------------------------------+ | f7bd39d0a724457eb5fdce6d81699776 | +----------------------------------+ RAGFlow(admin)> list tasks; +-----+----------------------------------+-------+------+----------------------------------+---------------------------+------------+------------+ | ETA | assign_to | error | from | id | last_update | start_time | status | +-----+----------------------------------+-------+------+----------------------------------+---------------------------+------------+------------+ | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | eae6431da72a40e796cff3a03008091b | 2026-05-24T19:46:03+08:00 | | COMPLETED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 6cccdd174bd049ecb05a774bbb47593f | 2026-05-24T19:46:03+08:00 | | COMPLETED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | ef360d777e57485799adb96b30f2b4b8 | 2026-05-24T19:46:03+08:00 | | CANCELED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | bcc5c5448cb64de48b6b6171c36fb790 | 2026-05-24T19:46:03+08:00 | | CANCELED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | bfc25384c43a443294fe2da979a38ac2 | 2026-05-24T19:46:03+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 84960537b85d413b8990a9efd5952d67 | 2026-05-24T19:46:04+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 3d223c1b51e24b36861a3bfb2f1d58d4 | 2026-05-24T19:46:03+08:00 | | CANCELED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | e433b0e356b846c89c301621a3c54494 | 2026-05-24T19:46:03+08:00 | | COMPLETED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 7c93a3880f074ebd8eca14e6b51bb7ef | 2026-05-24T19:46:03+08:00 | | COMPLETED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | df2e4ef51aaf4390bff9a23f2692486e | 2026-05-24T19:46:04+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 7377c53010194ef7a83aa206698d66ff | 2026-05-24T19:46:05+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | df64d1a1f9d348e3a2f174c4d7d69e73 | 2026-05-24T19:46:05+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | b59834512e2847e1bdf13ace04b8a456 | 2026-05-24T19:46:06+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 0064bb0ab69344028d1ecfda053826f4 | 2026-05-24T19:46:03+08:00 | | QUEUED | +-----+----------------------------------+-------+------+----------------------------------+---------------------------+------------+------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-05-25 14:00:08 +08:00
//
// Copyright 2026 The InfiniFlow Authors. All Rights Reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
//
package main
import (
"context"
"flag"
"fmt"
"os"
"os/signal"
"ragflow/internal/ingestion"
Go: use NATS as the message queue (#15327) ### What problem does this PR solve? ``` RAGFlow(admin)> mq publish 'msg2'; SUCCESS RAGFlow(admin)> mq publish 'msg3'; SUCCESS RAGFlow(admin)> mq list; +---------+---------------+ | message | subject | +---------+---------------+ | msg1 | tasks.RAGFLOW | | msg2 | tasks.RAGFLOW | | msg3 | tasks.RAGFLOW | +---------+---------------+ RAGFlow(admin)> mq pull 2; +---------+---------------+ | message | subject | +---------+---------------+ | msg1 | tasks.RAGFLOW | | msg2 | tasks.RAGFLOW | +---------+---------------+ RAGFlow(admin)> mq pull noack; +---------+---------------+ | message | subject | +---------+---------------+ | abc | tasks.RAGFLOW | +---------+---------------+ RAGFlow(admin)> mq show +-------------------+----------------+--------+---------------+---------------+-------------------+---------------+ | ack_pending_count | consumer_count | memory | message_count | pending_count | redelivered_count | waiting_count | +-------------------+----------------+--------+---------------+---------------+-------------------+---------------+ | 2 | 1 | 0 | 2 | 0 | 1 | 0 | +-------------------+----------------+--------+---------------+---------------+-------------------+---------------+ RAGFlow(admin)> list ingestors; +--------------+-------------------------------------------+--------+ | host | name | status | +--------------+-------------------------------------------+--------+ | 192.168.1.38 | ingestor-8f0e4bd5650a4ac58b0151969fbf6935 | alive | +--------------+-------------------------------------------+--------+ RAGFlow(admin)> list ingestion tasks; +----------------------------------+----------------------------------+-----------+------+-------------+----------------------------------+ | document_id | id | status | step | user | user_id | +----------------------------------+----------------------------------+-----------+------+-------------+----------------------------------+ | ffe64fae423411f1a2d938a74640adcc | 90d3d0f6528941c1ac8eb0360effccc4 | COMPLETED | 5 | aaa@aaa.com | 2ba4881420fa11f19e9c38a74640adcc | +----------------------------------+----------------------------------+-----------+------+-------------+----------------------------------+ RAGFlow(admin)> remove ingestion tasks '90d3d0f6528941c1ac8eb0360effccc4'; +---------+----------------------------------+ | delete | task_id | +---------+----------------------------------+ | success | 90d3d0f6528941c1ac8eb0360effccc4 | +---------+----------------------------------+ RAGFlow(admin)> stop ingestion tasks 'e89e20d9a25848a1b79bd9345ddbfe1d'; +----------+----------------------------------+ | status | task_id | +----------+----------------------------------+ | STOPPING | e89e20d9a25848a1b79bd9345ddbfe1d | +----------+----------------------------------+ # Publish a message RAGFlow(admin)> mq publish 'cdd'; SUCCESS # List current tasks in the message queue RAGFlow(admin)> mq list +----------------------------------+---------------+ | message | subject | +----------------------------------+---------------+ | 7ce392a3c1624cd2be4b5276e8825059 | tasks.RAGFLOW | +----------------------------------+---------------+ # Consume a task from the message queue RAGFlow(admin)> mq pull +------+-----+----------------+ | ack | id | type | +------+-----+----------------+ | true | cdd | ingestion_test | +------+-----+----------------+ # User mode # List ingestion tasks, followed by dataset id RAGFlow(user)> list ingestion tasks from '0abe79f9423311f1ad8d38a74640adcc'; +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ | create_date | create_time | dataset_id | document_id | id | schema | status | update_date | update_time | user_id | +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ | 2026-05-30T20:21:06+08:00 | 1780143666289 | 0abe79f9423311f1ad8d38a74640adcc | ffe64fae423411f1a2d938a74640adcc | 8d758cd14a8b4ba8ab505003fb52017d | | COMPLETED | 2026-05-30T20:21:26+08:00 | 1780143686431 | 2ba4881420fa11f19e9c38a74640adcc | +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ RAGFlow(user)> list ingestion tasks; +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ | create_date | create_time | dataset_id | document_id | id | schema | status | update_date | update_time | user_id | +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ | 2026-06-02T19:02:31+08:00 | 1780398151417 | 0abe79f9423311f1ad8d38a74640adcc | ffe64fae423411f1a2d938a74640adcc | e89e20d9a25848a1b79bd9345ddbfe1d | | COMPLETED | 2026-06-02T19:02:52+08:00 | 1780398172208 | 2ba4881420fa11f19e9c38a74640adcc | +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ # Create an ingestion task # First argument is document id, second argument is dataset id RAGFlow(user)> start ingestion 'ffe64fae423411f1a2d938a74640adcc' from '0abe79f9423311f1ad8d38a74640adcc'; +----------------------------------+-------------------------------------------+ | document_id | result | +----------------------------------+-------------------------------------------+ | ffe64fae423411f1a2d938a74640adcc | task_id: 8d758cd14a8b4ba8ab505003fb52017d | +----------------------------------+-------------------------------------------+ # Pause an ingestion task, first argument is ingestion id RAGFlow(user)> stop ingestion '8d758cd14a8b4ba8ab505003fb52017d'; +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ | create_date | create_time | dataset_id | document_id | id | schema | status | update_date | update_time | user_id | +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ | 2026-05-30T20:21:06+08:00 | 1780143666289 | 0abe79f9423311f1ad8d38a74640adcc | ffe64fae423411f1a2d938a74640adcc | 8d758cd14a8b4ba8ab505003fb52017d | | COMPLETED | 2026-05-30T20:21:26+08:00 | 1780143686431 | 2ba4881420fa11f19e9c38a74640adcc | +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ # Delete an ingestion task RAGFlow(api/default)> remove ingestion tasks 'f366450a27d54677aec1c7090add30f0'; +---------+----------------------------------+ | remove | task_id | +---------+----------------------------------+ | success | f366450a27d54677aec1c7090add30f0 | +---------+----------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-06-12 14:56:44 +08:00
"ragflow/internal/server/local"
"ragflow/internal/service"
Go: add ingestion server (#15094) ### What problem does this PR solve? 1. Go ingestion server will connected with admin server with gRPC stream 2. Go ingestion server will be responsible for ingestion tasks ``` RAGFlow(admin)> list ingestors; +-----------------+-----------+----------------------------------+---------------------------+----------+------------+--------------+--------+------------+---------------+ | address | cpu_usage | id | last_heartbeat | name | process_id | rss_usage | status | task_count | vms_usage | +-----------------+-----------+----------------------------------+---------------------------+----------+------------+--------------+--------+------------+---------------+ | 127.0.0.1:58564 | 0 | bdd1870eea2646e0aacb8a2cd3307aa2 | 2026-05-24T18:16:17+08:00 | ingestor | 680152 | 212.72265625 | active | 0 | 2589.12109375 | +-----------------+-----------+----------------------------------+---------------------------+----------+------------+--------------+--------+------------+---------------+ RAGFlow(admin)> start ingestion 'abc'; +----------------------------------+ | task_id | +----------------------------------+ | e714777639ca4760ab427b5f211e81ad | +----------------------------------+ RAGFlow(admin)> stop ingestion 'f7bd39d0a724457eb5fdce6d81699776'; +----------------------------------+ | task_id | +----------------------------------+ | f7bd39d0a724457eb5fdce6d81699776 | +----------------------------------+ RAGFlow(admin)> list tasks; +-----+----------------------------------+-------+------+----------------------------------+---------------------------+------------+------------+ | ETA | assign_to | error | from | id | last_update | start_time | status | +-----+----------------------------------+-------+------+----------------------------------+---------------------------+------------+------------+ | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | eae6431da72a40e796cff3a03008091b | 2026-05-24T19:46:03+08:00 | | COMPLETED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 6cccdd174bd049ecb05a774bbb47593f | 2026-05-24T19:46:03+08:00 | | COMPLETED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | ef360d777e57485799adb96b30f2b4b8 | 2026-05-24T19:46:03+08:00 | | CANCELED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | bcc5c5448cb64de48b6b6171c36fb790 | 2026-05-24T19:46:03+08:00 | | CANCELED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | bfc25384c43a443294fe2da979a38ac2 | 2026-05-24T19:46:03+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 84960537b85d413b8990a9efd5952d67 | 2026-05-24T19:46:04+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 3d223c1b51e24b36861a3bfb2f1d58d4 | 2026-05-24T19:46:03+08:00 | | CANCELED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | e433b0e356b846c89c301621a3c54494 | 2026-05-24T19:46:03+08:00 | | COMPLETED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 7c93a3880f074ebd8eca14e6b51bb7ef | 2026-05-24T19:46:03+08:00 | | COMPLETED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | df2e4ef51aaf4390bff9a23f2692486e | 2026-05-24T19:46:04+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 7377c53010194ef7a83aa206698d66ff | 2026-05-24T19:46:05+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | df64d1a1f9d348e3a2f174c4d7d69e73 | 2026-05-24T19:46:05+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | b59834512e2847e1bdf13ace04b8a456 | 2026-05-24T19:46:06+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 0064bb0ab69344028d1ecfda053826f4 | 2026-05-24T19:46:03+08:00 | | QUEUED | +-----+----------------------------------+-------+------+----------------------------------+---------------------------+------------+------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-05-25 14:00:08 +08:00
"ragflow/internal/service/nlp"
"ragflow/internal/tokenizer"
"ragflow/internal/utility"
"syscall"
"time"
"ragflow/internal/cache"
"ragflow/internal/common"
"ragflow/internal/dao"
"ragflow/internal/engine"
"ragflow/internal/server"
"ragflow/internal/storage"
"go.uber.org/zap"
)
func printIngestionServerHelp() {
fmt.Fprintf(os.Stderr, "Usage: %s [OPTIONS]\n\n", os.Args[0])
fmt.Fprintf(os.Stderr, "RAGFlow Ingestion Worker - Document ingestion processing\n\n")
fmt.Fprintf(os.Stderr, "Options:\n")
fmt.Fprintf(os.Stderr, " -f string\t\tPath to config file (default: auto-detect)\n")
fmt.Fprintf(os.Stderr, " --name string\t\tIngestion server name (default: \"default_ingestion\")\n")
fmt.Fprintf(os.Stderr, " --admin-host string\tAdmin server host (overrides config file)\n")
fmt.Fprintf(os.Stderr, " --admin-port int\tAdmin server port (overrides config file)\n")
fmt.Fprintf(os.Stderr, " -h, --help\t\tShow this help message and exit\n")
fmt.Fprintf(os.Stderr, "\nExamples:\n")
fmt.Fprintf(os.Stderr, " %s # Start with default config\n", os.Args[0])
fmt.Fprintf(os.Stderr, " %s -f /path/to/config.yaml # Start with custom config file\n", os.Args[0])
fmt.Fprintf(os.Stderr, " %s --admin-host 10.0.0.1 --admin-port 9383\n", os.Args[0])
}
func main() {
// Parse command line flags
var configPath string
var name string
var adminHost string
var adminPort int
flag.StringVar(&configPath, "f", "", "Path to config file (overrides auto-detect)")
flag.StringVar(&name, "name", "default_ingestion", "Ingestion server name")
flag.StringVar(&adminHost, "admin-host", "", "Admin server host (overrides config file)")
flag.IntVar(&adminPort, "admin-port", 0, "Admin server port (overrides config file)")
// Custom help message
flag.Usage = printIngestionServerHelp
flag.Parse()
// Initialize logger with default level
if err := common.Init("info", "ingestion_server.log"); err != nil {
Go: add ingestion server (#15094) ### What problem does this PR solve? 1. Go ingestion server will connected with admin server with gRPC stream 2. Go ingestion server will be responsible for ingestion tasks ``` RAGFlow(admin)> list ingestors; +-----------------+-----------+----------------------------------+---------------------------+----------+------------+--------------+--------+------------+---------------+ | address | cpu_usage | id | last_heartbeat | name | process_id | rss_usage | status | task_count | vms_usage | +-----------------+-----------+----------------------------------+---------------------------+----------+------------+--------------+--------+------------+---------------+ | 127.0.0.1:58564 | 0 | bdd1870eea2646e0aacb8a2cd3307aa2 | 2026-05-24T18:16:17+08:00 | ingestor | 680152 | 212.72265625 | active | 0 | 2589.12109375 | +-----------------+-----------+----------------------------------+---------------------------+----------+------------+--------------+--------+------------+---------------+ RAGFlow(admin)> start ingestion 'abc'; +----------------------------------+ | task_id | +----------------------------------+ | e714777639ca4760ab427b5f211e81ad | +----------------------------------+ RAGFlow(admin)> stop ingestion 'f7bd39d0a724457eb5fdce6d81699776'; +----------------------------------+ | task_id | +----------------------------------+ | f7bd39d0a724457eb5fdce6d81699776 | +----------------------------------+ RAGFlow(admin)> list tasks; +-----+----------------------------------+-------+------+----------------------------------+---------------------------+------------+------------+ | ETA | assign_to | error | from | id | last_update | start_time | status | +-----+----------------------------------+-------+------+----------------------------------+---------------------------+------------+------------+ | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | eae6431da72a40e796cff3a03008091b | 2026-05-24T19:46:03+08:00 | | COMPLETED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 6cccdd174bd049ecb05a774bbb47593f | 2026-05-24T19:46:03+08:00 | | COMPLETED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | ef360d777e57485799adb96b30f2b4b8 | 2026-05-24T19:46:03+08:00 | | CANCELED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | bcc5c5448cb64de48b6b6171c36fb790 | 2026-05-24T19:46:03+08:00 | | CANCELED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | bfc25384c43a443294fe2da979a38ac2 | 2026-05-24T19:46:03+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 84960537b85d413b8990a9efd5952d67 | 2026-05-24T19:46:04+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 3d223c1b51e24b36861a3bfb2f1d58d4 | 2026-05-24T19:46:03+08:00 | | CANCELED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | e433b0e356b846c89c301621a3c54494 | 2026-05-24T19:46:03+08:00 | | COMPLETED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 7c93a3880f074ebd8eca14e6b51bb7ef | 2026-05-24T19:46:03+08:00 | | COMPLETED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | df2e4ef51aaf4390bff9a23f2692486e | 2026-05-24T19:46:04+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 7377c53010194ef7a83aa206698d66ff | 2026-05-24T19:46:05+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | df64d1a1f9d348e3a2f174c4d7d69e73 | 2026-05-24T19:46:05+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | b59834512e2847e1bdf13ace04b8a456 | 2026-05-24T19:46:06+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 0064bb0ab69344028d1ecfda053826f4 | 2026-05-24T19:46:03+08:00 | | QUEUED | +-----+----------------------------------+-------+------+----------------------------------+---------------------------+------------+------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-05-25 14:00:08 +08:00
panic(fmt.Sprintf("Failed to initialize logger: %v", err))
}
// Initialize configuration
if err := server.Init(configPath); err != nil {
common.Fatal("Failed to initialize config", zap.Error(err))
}
config := server.GetConfig()
// Override admin server host with command line argument if provided
if adminHost != "" {
config.Admin.Host = adminHost
common.Info("Admin host overridden by command line argument", zap.String("admin_host", adminHost))
}
// Override admin server port with command line argument if provided
if adminPort > 0 {
config.Admin.Port = adminPort
common.Info("Admin port overridden by command line argument", zap.Int("admin_port", adminPort))
}
// Reinitialize logger with configured level if different
level := config.Log.Level
if level == "" {
level = "info"
}
if err := common.Init(level, "ingestion_server.log"); err != nil {
common.Error("Failed to reinitialize logger", err)
Go: add ingestion server (#15094) ### What problem does this PR solve? 1. Go ingestion server will connected with admin server with gRPC stream 2. Go ingestion server will be responsible for ingestion tasks ``` RAGFlow(admin)> list ingestors; +-----------------+-----------+----------------------------------+---------------------------+----------+------------+--------------+--------+------------+---------------+ | address | cpu_usage | id | last_heartbeat | name | process_id | rss_usage | status | task_count | vms_usage | +-----------------+-----------+----------------------------------+---------------------------+----------+------------+--------------+--------+------------+---------------+ | 127.0.0.1:58564 | 0 | bdd1870eea2646e0aacb8a2cd3307aa2 | 2026-05-24T18:16:17+08:00 | ingestor | 680152 | 212.72265625 | active | 0 | 2589.12109375 | +-----------------+-----------+----------------------------------+---------------------------+----------+------------+--------------+--------+------------+---------------+ RAGFlow(admin)> start ingestion 'abc'; +----------------------------------+ | task_id | +----------------------------------+ | e714777639ca4760ab427b5f211e81ad | +----------------------------------+ RAGFlow(admin)> stop ingestion 'f7bd39d0a724457eb5fdce6d81699776'; +----------------------------------+ | task_id | +----------------------------------+ | f7bd39d0a724457eb5fdce6d81699776 | +----------------------------------+ RAGFlow(admin)> list tasks; +-----+----------------------------------+-------+------+----------------------------------+---------------------------+------------+------------+ | ETA | assign_to | error | from | id | last_update | start_time | status | +-----+----------------------------------+-------+------+----------------------------------+---------------------------+------------+------------+ | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | eae6431da72a40e796cff3a03008091b | 2026-05-24T19:46:03+08:00 | | COMPLETED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 6cccdd174bd049ecb05a774bbb47593f | 2026-05-24T19:46:03+08:00 | | COMPLETED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | ef360d777e57485799adb96b30f2b4b8 | 2026-05-24T19:46:03+08:00 | | CANCELED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | bcc5c5448cb64de48b6b6171c36fb790 | 2026-05-24T19:46:03+08:00 | | CANCELED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | bfc25384c43a443294fe2da979a38ac2 | 2026-05-24T19:46:03+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 84960537b85d413b8990a9efd5952d67 | 2026-05-24T19:46:04+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 3d223c1b51e24b36861a3bfb2f1d58d4 | 2026-05-24T19:46:03+08:00 | | CANCELED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | e433b0e356b846c89c301621a3c54494 | 2026-05-24T19:46:03+08:00 | | COMPLETED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 7c93a3880f074ebd8eca14e6b51bb7ef | 2026-05-24T19:46:03+08:00 | | COMPLETED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | df2e4ef51aaf4390bff9a23f2692486e | 2026-05-24T19:46:04+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 7377c53010194ef7a83aa206698d66ff | 2026-05-24T19:46:05+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | df64d1a1f9d348e3a2f174c4d7d69e73 | 2026-05-24T19:46:05+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | b59834512e2847e1bdf13ace04b8a456 | 2026-05-24T19:46:06+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 0064bb0ab69344028d1ecfda053826f4 | 2026-05-24T19:46:03+08:00 | | QUEUED | +-----+----------------------------------+-------+------+----------------------------------+---------------------------+------------+------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-05-25 14:00:08 +08:00
}
server.SetLogger(common.Logger)
common.Info("Starting RAGFlow Ingestion Worker")
// Initialize database
if err := dao.InitDB(); err != nil {
common.Fatal("Failed to initialize database", zap.Error(err))
}
// Initialize doc engine
if err := engine.Init(&config.DocEngine); err != nil {
common.Fatal("Failed to initialize doc engine", zap.Error(err))
}
defer engine.Close()
// Initialize Redis cache
if err := cache.Init(&config.Redis); err != nil {
common.Fatal("Failed to initialize Redis", zap.Error(err))
}
defer cache.Close()
// Initialize storage factory
if err := storage.InitStorageFactory(); err != nil {
common.Fatal("Failed to initialize storage factory", zap.Error(err))
}
Go: use NATS as the message queue (#15327) ### What problem does this PR solve? ``` RAGFlow(admin)> mq publish 'msg2'; SUCCESS RAGFlow(admin)> mq publish 'msg3'; SUCCESS RAGFlow(admin)> mq list; +---------+---------------+ | message | subject | +---------+---------------+ | msg1 | tasks.RAGFLOW | | msg2 | tasks.RAGFLOW | | msg3 | tasks.RAGFLOW | +---------+---------------+ RAGFlow(admin)> mq pull 2; +---------+---------------+ | message | subject | +---------+---------------+ | msg1 | tasks.RAGFLOW | | msg2 | tasks.RAGFLOW | +---------+---------------+ RAGFlow(admin)> mq pull noack; +---------+---------------+ | message | subject | +---------+---------------+ | abc | tasks.RAGFLOW | +---------+---------------+ RAGFlow(admin)> mq show +-------------------+----------------+--------+---------------+---------------+-------------------+---------------+ | ack_pending_count | consumer_count | memory | message_count | pending_count | redelivered_count | waiting_count | +-------------------+----------------+--------+---------------+---------------+-------------------+---------------+ | 2 | 1 | 0 | 2 | 0 | 1 | 0 | +-------------------+----------------+--------+---------------+---------------+-------------------+---------------+ RAGFlow(admin)> list ingestors; +--------------+-------------------------------------------+--------+ | host | name | status | +--------------+-------------------------------------------+--------+ | 192.168.1.38 | ingestor-8f0e4bd5650a4ac58b0151969fbf6935 | alive | +--------------+-------------------------------------------+--------+ RAGFlow(admin)> list ingestion tasks; +----------------------------------+----------------------------------+-----------+------+-------------+----------------------------------+ | document_id | id | status | step | user | user_id | +----------------------------------+----------------------------------+-----------+------+-------------+----------------------------------+ | ffe64fae423411f1a2d938a74640adcc | 90d3d0f6528941c1ac8eb0360effccc4 | COMPLETED | 5 | aaa@aaa.com | 2ba4881420fa11f19e9c38a74640adcc | +----------------------------------+----------------------------------+-----------+------+-------------+----------------------------------+ RAGFlow(admin)> remove ingestion tasks '90d3d0f6528941c1ac8eb0360effccc4'; +---------+----------------------------------+ | delete | task_id | +---------+----------------------------------+ | success | 90d3d0f6528941c1ac8eb0360effccc4 | +---------+----------------------------------+ RAGFlow(admin)> stop ingestion tasks 'e89e20d9a25848a1b79bd9345ddbfe1d'; +----------+----------------------------------+ | status | task_id | +----------+----------------------------------+ | STOPPING | e89e20d9a25848a1b79bd9345ddbfe1d | +----------+----------------------------------+ # Publish a message RAGFlow(admin)> mq publish 'cdd'; SUCCESS # List current tasks in the message queue RAGFlow(admin)> mq list +----------------------------------+---------------+ | message | subject | +----------------------------------+---------------+ | 7ce392a3c1624cd2be4b5276e8825059 | tasks.RAGFLOW | +----------------------------------+---------------+ # Consume a task from the message queue RAGFlow(admin)> mq pull +------+-----+----------------+ | ack | id | type | +------+-----+----------------+ | true | cdd | ingestion_test | +------+-----+----------------+ # User mode # List ingestion tasks, followed by dataset id RAGFlow(user)> list ingestion tasks from '0abe79f9423311f1ad8d38a74640adcc'; +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ | create_date | create_time | dataset_id | document_id | id | schema | status | update_date | update_time | user_id | +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ | 2026-05-30T20:21:06+08:00 | 1780143666289 | 0abe79f9423311f1ad8d38a74640adcc | ffe64fae423411f1a2d938a74640adcc | 8d758cd14a8b4ba8ab505003fb52017d | | COMPLETED | 2026-05-30T20:21:26+08:00 | 1780143686431 | 2ba4881420fa11f19e9c38a74640adcc | +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ RAGFlow(user)> list ingestion tasks; +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ | create_date | create_time | dataset_id | document_id | id | schema | status | update_date | update_time | user_id | +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ | 2026-06-02T19:02:31+08:00 | 1780398151417 | 0abe79f9423311f1ad8d38a74640adcc | ffe64fae423411f1a2d938a74640adcc | e89e20d9a25848a1b79bd9345ddbfe1d | | COMPLETED | 2026-06-02T19:02:52+08:00 | 1780398172208 | 2ba4881420fa11f19e9c38a74640adcc | +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ # Create an ingestion task # First argument is document id, second argument is dataset id RAGFlow(user)> start ingestion 'ffe64fae423411f1a2d938a74640adcc' from '0abe79f9423311f1ad8d38a74640adcc'; +----------------------------------+-------------------------------------------+ | document_id | result | +----------------------------------+-------------------------------------------+ | ffe64fae423411f1a2d938a74640adcc | task_id: 8d758cd14a8b4ba8ab505003fb52017d | +----------------------------------+-------------------------------------------+ # Pause an ingestion task, first argument is ingestion id RAGFlow(user)> stop ingestion '8d758cd14a8b4ba8ab505003fb52017d'; +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ | create_date | create_time | dataset_id | document_id | id | schema | status | update_date | update_time | user_id | +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ | 2026-05-30T20:21:06+08:00 | 1780143666289 | 0abe79f9423311f1ad8d38a74640adcc | ffe64fae423411f1a2d938a74640adcc | 8d758cd14a8b4ba8ab505003fb52017d | | COMPLETED | 2026-05-30T20:21:26+08:00 | 1780143686431 | 2ba4881420fa11f19e9c38a74640adcc | +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ # Delete an ingestion task RAGFlow(api/default)> remove ingestion tasks 'f366450a27d54677aec1c7090add30f0'; +---------+----------------------------------+ | remove | task_id | +---------+----------------------------------+ | success | f366450a27d54677aec1c7090add30f0 | +---------+----------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-06-12 14:56:44 +08:00
if err := engine.InitMessageQueueEngine(config.TaskExecutor.MessageQueueType); err != nil {
common.Fatal(fmt.Sprintf("Failed to initialize message queue engine: %w", err))
}
Go: add ingestion server (#15094) ### What problem does this PR solve? 1. Go ingestion server will connected with admin server with gRPC stream 2. Go ingestion server will be responsible for ingestion tasks ``` RAGFlow(admin)> list ingestors; +-----------------+-----------+----------------------------------+---------------------------+----------+------------+--------------+--------+------------+---------------+ | address | cpu_usage | id | last_heartbeat | name | process_id | rss_usage | status | task_count | vms_usage | +-----------------+-----------+----------------------------------+---------------------------+----------+------------+--------------+--------+------------+---------------+ | 127.0.0.1:58564 | 0 | bdd1870eea2646e0aacb8a2cd3307aa2 | 2026-05-24T18:16:17+08:00 | ingestor | 680152 | 212.72265625 | active | 0 | 2589.12109375 | +-----------------+-----------+----------------------------------+---------------------------+----------+------------+--------------+--------+------------+---------------+ RAGFlow(admin)> start ingestion 'abc'; +----------------------------------+ | task_id | +----------------------------------+ | e714777639ca4760ab427b5f211e81ad | +----------------------------------+ RAGFlow(admin)> stop ingestion 'f7bd39d0a724457eb5fdce6d81699776'; +----------------------------------+ | task_id | +----------------------------------+ | f7bd39d0a724457eb5fdce6d81699776 | +----------------------------------+ RAGFlow(admin)> list tasks; +-----+----------------------------------+-------+------+----------------------------------+---------------------------+------------+------------+ | ETA | assign_to | error | from | id | last_update | start_time | status | +-----+----------------------------------+-------+------+----------------------------------+---------------------------+------------+------------+ | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | eae6431da72a40e796cff3a03008091b | 2026-05-24T19:46:03+08:00 | | COMPLETED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 6cccdd174bd049ecb05a774bbb47593f | 2026-05-24T19:46:03+08:00 | | COMPLETED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | ef360d777e57485799adb96b30f2b4b8 | 2026-05-24T19:46:03+08:00 | | CANCELED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | bcc5c5448cb64de48b6b6171c36fb790 | 2026-05-24T19:46:03+08:00 | | CANCELED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | bfc25384c43a443294fe2da979a38ac2 | 2026-05-24T19:46:03+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 84960537b85d413b8990a9efd5952d67 | 2026-05-24T19:46:04+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 3d223c1b51e24b36861a3bfb2f1d58d4 | 2026-05-24T19:46:03+08:00 | | CANCELED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | e433b0e356b846c89c301621a3c54494 | 2026-05-24T19:46:03+08:00 | | COMPLETED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 7c93a3880f074ebd8eca14e6b51bb7ef | 2026-05-24T19:46:03+08:00 | | COMPLETED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | df2e4ef51aaf4390bff9a23f2692486e | 2026-05-24T19:46:04+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 7377c53010194ef7a83aa206698d66ff | 2026-05-24T19:46:05+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | df64d1a1f9d348e3a2f174c4d7d69e73 | 2026-05-24T19:46:05+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | b59834512e2847e1bdf13ace04b8a456 | 2026-05-24T19:46:06+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 0064bb0ab69344028d1ecfda053826f4 | 2026-05-24T19:46:03+08:00 | | QUEUED | +-----+----------------------------------+-------+------+----------------------------------+---------------------------+------------+------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-05-25 14:00:08 +08:00
// Initialize server variables (runtime variables from Redis)
if err := server.InitVariables(cache.Get()); err != nil {
common.Warn("Failed to initialize server variables from Redis, using defaults", zap.String("error", err.Error()))
}
// Initialize tokenizer (rag_analyzer)
tokenizerCfg := &tokenizer.PoolConfig{
DictPath: "/usr/share/infinity/resource",
}
if err := tokenizer.Init(tokenizerCfg); err != nil {
common.Fatal("Failed to initialize tokenizer", zap.Error(err))
}
defer tokenizer.Close()
// Initialize global QueryBuilder using tokenizer's DictPath
if err := nlp.InitQueryBuilderFromTokenizer(tokenizerCfg.DictPath); err != nil {
common.Fatal("Failed to initialize query builder", zap.Error(err))
}
ingestor := ingestion.NewIngestor(name, 2, []string{"pdf", "docx", "txt"})
Go: use NATS as the message queue (#15327) ### What problem does this PR solve? ``` RAGFlow(admin)> mq publish 'msg2'; SUCCESS RAGFlow(admin)> mq publish 'msg3'; SUCCESS RAGFlow(admin)> mq list; +---------+---------------+ | message | subject | +---------+---------------+ | msg1 | tasks.RAGFLOW | | msg2 | tasks.RAGFLOW | | msg3 | tasks.RAGFLOW | +---------+---------------+ RAGFlow(admin)> mq pull 2; +---------+---------------+ | message | subject | +---------+---------------+ | msg1 | tasks.RAGFLOW | | msg2 | tasks.RAGFLOW | +---------+---------------+ RAGFlow(admin)> mq pull noack; +---------+---------------+ | message | subject | +---------+---------------+ | abc | tasks.RAGFLOW | +---------+---------------+ RAGFlow(admin)> mq show +-------------------+----------------+--------+---------------+---------------+-------------------+---------------+ | ack_pending_count | consumer_count | memory | message_count | pending_count | redelivered_count | waiting_count | +-------------------+----------------+--------+---------------+---------------+-------------------+---------------+ | 2 | 1 | 0 | 2 | 0 | 1 | 0 | +-------------------+----------------+--------+---------------+---------------+-------------------+---------------+ RAGFlow(admin)> list ingestors; +--------------+-------------------------------------------+--------+ | host | name | status | +--------------+-------------------------------------------+--------+ | 192.168.1.38 | ingestor-8f0e4bd5650a4ac58b0151969fbf6935 | alive | +--------------+-------------------------------------------+--------+ RAGFlow(admin)> list ingestion tasks; +----------------------------------+----------------------------------+-----------+------+-------------+----------------------------------+ | document_id | id | status | step | user | user_id | +----------------------------------+----------------------------------+-----------+------+-------------+----------------------------------+ | ffe64fae423411f1a2d938a74640adcc | 90d3d0f6528941c1ac8eb0360effccc4 | COMPLETED | 5 | aaa@aaa.com | 2ba4881420fa11f19e9c38a74640adcc | +----------------------------------+----------------------------------+-----------+------+-------------+----------------------------------+ RAGFlow(admin)> remove ingestion tasks '90d3d0f6528941c1ac8eb0360effccc4'; +---------+----------------------------------+ | delete | task_id | +---------+----------------------------------+ | success | 90d3d0f6528941c1ac8eb0360effccc4 | +---------+----------------------------------+ RAGFlow(admin)> stop ingestion tasks 'e89e20d9a25848a1b79bd9345ddbfe1d'; +----------+----------------------------------+ | status | task_id | +----------+----------------------------------+ | STOPPING | e89e20d9a25848a1b79bd9345ddbfe1d | +----------+----------------------------------+ # Publish a message RAGFlow(admin)> mq publish 'cdd'; SUCCESS # List current tasks in the message queue RAGFlow(admin)> mq list +----------------------------------+---------------+ | message | subject | +----------------------------------+---------------+ | 7ce392a3c1624cd2be4b5276e8825059 | tasks.RAGFLOW | +----------------------------------+---------------+ # Consume a task from the message queue RAGFlow(admin)> mq pull +------+-----+----------------+ | ack | id | type | +------+-----+----------------+ | true | cdd | ingestion_test | +------+-----+----------------+ # User mode # List ingestion tasks, followed by dataset id RAGFlow(user)> list ingestion tasks from '0abe79f9423311f1ad8d38a74640adcc'; +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ | create_date | create_time | dataset_id | document_id | id | schema | status | update_date | update_time | user_id | +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ | 2026-05-30T20:21:06+08:00 | 1780143666289 | 0abe79f9423311f1ad8d38a74640adcc | ffe64fae423411f1a2d938a74640adcc | 8d758cd14a8b4ba8ab505003fb52017d | | COMPLETED | 2026-05-30T20:21:26+08:00 | 1780143686431 | 2ba4881420fa11f19e9c38a74640adcc | +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ RAGFlow(user)> list ingestion tasks; +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ | create_date | create_time | dataset_id | document_id | id | schema | status | update_date | update_time | user_id | +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ | 2026-06-02T19:02:31+08:00 | 1780398151417 | 0abe79f9423311f1ad8d38a74640adcc | ffe64fae423411f1a2d938a74640adcc | e89e20d9a25848a1b79bd9345ddbfe1d | | COMPLETED | 2026-06-02T19:02:52+08:00 | 1780398172208 | 2ba4881420fa11f19e9c38a74640adcc | +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ # Create an ingestion task # First argument is document id, second argument is dataset id RAGFlow(user)> start ingestion 'ffe64fae423411f1a2d938a74640adcc' from '0abe79f9423311f1ad8d38a74640adcc'; +----------------------------------+-------------------------------------------+ | document_id | result | +----------------------------------+-------------------------------------------+ | ffe64fae423411f1a2d938a74640adcc | task_id: 8d758cd14a8b4ba8ab505003fb52017d | +----------------------------------+-------------------------------------------+ # Pause an ingestion task, first argument is ingestion id RAGFlow(user)> stop ingestion '8d758cd14a8b4ba8ab505003fb52017d'; +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ | create_date | create_time | dataset_id | document_id | id | schema | status | update_date | update_time | user_id | +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ | 2026-05-30T20:21:06+08:00 | 1780143666289 | 0abe79f9423311f1ad8d38a74640adcc | ffe64fae423411f1a2d938a74640adcc | 8d758cd14a8b4ba8ab505003fb52017d | | COMPLETED | 2026-05-30T20:21:26+08:00 | 1780143686431 | 2ba4881420fa11f19e9c38a74640adcc | +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ # Delete an ingestion task RAGFlow(api/default)> remove ingestion tasks 'f366450a27d54677aec1c7090add30f0'; +---------+----------------------------------+ | remove | task_id | +---------+----------------------------------+ | success | f366450a27d54677aec1c7090add30f0 | +---------+----------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-06-12 14:56:44 +08:00
go func() {
err := ingestor.Start()
if err != nil {
common.Error("Failed to initialize ingestor", err)
return
}
}()
Go: add ingestion server (#15094) ### What problem does this PR solve? 1. Go ingestion server will connected with admin server with gRPC stream 2. Go ingestion server will be responsible for ingestion tasks ``` RAGFlow(admin)> list ingestors; +-----------------+-----------+----------------------------------+---------------------------+----------+------------+--------------+--------+------------+---------------+ | address | cpu_usage | id | last_heartbeat | name | process_id | rss_usage | status | task_count | vms_usage | +-----------------+-----------+----------------------------------+---------------------------+----------+------------+--------------+--------+------------+---------------+ | 127.0.0.1:58564 | 0 | bdd1870eea2646e0aacb8a2cd3307aa2 | 2026-05-24T18:16:17+08:00 | ingestor | 680152 | 212.72265625 | active | 0 | 2589.12109375 | +-----------------+-----------+----------------------------------+---------------------------+----------+------------+--------------+--------+------------+---------------+ RAGFlow(admin)> start ingestion 'abc'; +----------------------------------+ | task_id | +----------------------------------+ | e714777639ca4760ab427b5f211e81ad | +----------------------------------+ RAGFlow(admin)> stop ingestion 'f7bd39d0a724457eb5fdce6d81699776'; +----------------------------------+ | task_id | +----------------------------------+ | f7bd39d0a724457eb5fdce6d81699776 | +----------------------------------+ RAGFlow(admin)> list tasks; +-----+----------------------------------+-------+------+----------------------------------+---------------------------+------------+------------+ | ETA | assign_to | error | from | id | last_update | start_time | status | +-----+----------------------------------+-------+------+----------------------------------+---------------------------+------------+------------+ | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | eae6431da72a40e796cff3a03008091b | 2026-05-24T19:46:03+08:00 | | COMPLETED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 6cccdd174bd049ecb05a774bbb47593f | 2026-05-24T19:46:03+08:00 | | COMPLETED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | ef360d777e57485799adb96b30f2b4b8 | 2026-05-24T19:46:03+08:00 | | CANCELED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | bcc5c5448cb64de48b6b6171c36fb790 | 2026-05-24T19:46:03+08:00 | | CANCELED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | bfc25384c43a443294fe2da979a38ac2 | 2026-05-24T19:46:03+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 84960537b85d413b8990a9efd5952d67 | 2026-05-24T19:46:04+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 3d223c1b51e24b36861a3bfb2f1d58d4 | 2026-05-24T19:46:03+08:00 | | CANCELED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | e433b0e356b846c89c301621a3c54494 | 2026-05-24T19:46:03+08:00 | | COMPLETED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 7c93a3880f074ebd8eca14e6b51bb7ef | 2026-05-24T19:46:03+08:00 | | COMPLETED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | df2e4ef51aaf4390bff9a23f2692486e | 2026-05-24T19:46:04+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 7377c53010194ef7a83aa206698d66ff | 2026-05-24T19:46:05+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | df64d1a1f9d348e3a2f174c4d7d69e73 | 2026-05-24T19:46:05+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | b59834512e2847e1bdf13ace04b8a456 | 2026-05-24T19:46:06+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 0064bb0ab69344028d1ecfda053826f4 | 2026-05-24T19:46:03+08:00 | | QUEUED | +-----+----------------------------------+-------+------+----------------------------------+---------------------------+------------+------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-05-25 14:00:08 +08:00
quit := make(chan os.Signal, 1)
signal.Notify(quit, syscall.SIGINT, syscall.SIGTERM, syscall.SIGQUIT, syscall.SIGUSR2)
// Print all configuration settings
server.PrintAll()
common.Info("\n ____ __ _\n" +
" / _/___ ____ ____ _____/ /_(_)___ ____ ________ ______ _____ _____\n" +
" / // __ \\/ __ `/ _ \\/ ___/ __/ / __ \\/ __ \\ / ___/ _ \\/ ___/ | / / _ \\/ ___/\n" +
" _/ // / / / /_/ / __(__ ) /_/ / /_/ / / / / (__ ) __/ / | |/ / __/ /\n" +
"/___/_/ /_/\\__, /\\___/____/\\__/_/\\____/_/ /_/ /____/\\___/_/ |___/\\___/_/\n" +
" /____/\n")
// Print RAGFlow version
Go: use NATS as the message queue (#15327) ### What problem does this PR solve? ``` RAGFlow(admin)> mq publish 'msg2'; SUCCESS RAGFlow(admin)> mq publish 'msg3'; SUCCESS RAGFlow(admin)> mq list; +---------+---------------+ | message | subject | +---------+---------------+ | msg1 | tasks.RAGFLOW | | msg2 | tasks.RAGFLOW | | msg3 | tasks.RAGFLOW | +---------+---------------+ RAGFlow(admin)> mq pull 2; +---------+---------------+ | message | subject | +---------+---------------+ | msg1 | tasks.RAGFLOW | | msg2 | tasks.RAGFLOW | +---------+---------------+ RAGFlow(admin)> mq pull noack; +---------+---------------+ | message | subject | +---------+---------------+ | abc | tasks.RAGFLOW | +---------+---------------+ RAGFlow(admin)> mq show +-------------------+----------------+--------+---------------+---------------+-------------------+---------------+ | ack_pending_count | consumer_count | memory | message_count | pending_count | redelivered_count | waiting_count | +-------------------+----------------+--------+---------------+---------------+-------------------+---------------+ | 2 | 1 | 0 | 2 | 0 | 1 | 0 | +-------------------+----------------+--------+---------------+---------------+-------------------+---------------+ RAGFlow(admin)> list ingestors; +--------------+-------------------------------------------+--------+ | host | name | status | +--------------+-------------------------------------------+--------+ | 192.168.1.38 | ingestor-8f0e4bd5650a4ac58b0151969fbf6935 | alive | +--------------+-------------------------------------------+--------+ RAGFlow(admin)> list ingestion tasks; +----------------------------------+----------------------------------+-----------+------+-------------+----------------------------------+ | document_id | id | status | step | user | user_id | +----------------------------------+----------------------------------+-----------+------+-------------+----------------------------------+ | ffe64fae423411f1a2d938a74640adcc | 90d3d0f6528941c1ac8eb0360effccc4 | COMPLETED | 5 | aaa@aaa.com | 2ba4881420fa11f19e9c38a74640adcc | +----------------------------------+----------------------------------+-----------+------+-------------+----------------------------------+ RAGFlow(admin)> remove ingestion tasks '90d3d0f6528941c1ac8eb0360effccc4'; +---------+----------------------------------+ | delete | task_id | +---------+----------------------------------+ | success | 90d3d0f6528941c1ac8eb0360effccc4 | +---------+----------------------------------+ RAGFlow(admin)> stop ingestion tasks 'e89e20d9a25848a1b79bd9345ddbfe1d'; +----------+----------------------------------+ | status | task_id | +----------+----------------------------------+ | STOPPING | e89e20d9a25848a1b79bd9345ddbfe1d | +----------+----------------------------------+ # Publish a message RAGFlow(admin)> mq publish 'cdd'; SUCCESS # List current tasks in the message queue RAGFlow(admin)> mq list +----------------------------------+---------------+ | message | subject | +----------------------------------+---------------+ | 7ce392a3c1624cd2be4b5276e8825059 | tasks.RAGFLOW | +----------------------------------+---------------+ # Consume a task from the message queue RAGFlow(admin)> mq pull +------+-----+----------------+ | ack | id | type | +------+-----+----------------+ | true | cdd | ingestion_test | +------+-----+----------------+ # User mode # List ingestion tasks, followed by dataset id RAGFlow(user)> list ingestion tasks from '0abe79f9423311f1ad8d38a74640adcc'; +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ | create_date | create_time | dataset_id | document_id | id | schema | status | update_date | update_time | user_id | +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ | 2026-05-30T20:21:06+08:00 | 1780143666289 | 0abe79f9423311f1ad8d38a74640adcc | ffe64fae423411f1a2d938a74640adcc | 8d758cd14a8b4ba8ab505003fb52017d | | COMPLETED | 2026-05-30T20:21:26+08:00 | 1780143686431 | 2ba4881420fa11f19e9c38a74640adcc | +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ RAGFlow(user)> list ingestion tasks; +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ | create_date | create_time | dataset_id | document_id | id | schema | status | update_date | update_time | user_id | +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ | 2026-06-02T19:02:31+08:00 | 1780398151417 | 0abe79f9423311f1ad8d38a74640adcc | ffe64fae423411f1a2d938a74640adcc | e89e20d9a25848a1b79bd9345ddbfe1d | | COMPLETED | 2026-06-02T19:02:52+08:00 | 1780398172208 | 2ba4881420fa11f19e9c38a74640adcc | +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ # Create an ingestion task # First argument is document id, second argument is dataset id RAGFlow(user)> start ingestion 'ffe64fae423411f1a2d938a74640adcc' from '0abe79f9423311f1ad8d38a74640adcc'; +----------------------------------+-------------------------------------------+ | document_id | result | +----------------------------------+-------------------------------------------+ | ffe64fae423411f1a2d938a74640adcc | task_id: 8d758cd14a8b4ba8ab505003fb52017d | +----------------------------------+-------------------------------------------+ # Pause an ingestion task, first argument is ingestion id RAGFlow(user)> stop ingestion '8d758cd14a8b4ba8ab505003fb52017d'; +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ | create_date | create_time | dataset_id | document_id | id | schema | status | update_date | update_time | user_id | +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ | 2026-05-30T20:21:06+08:00 | 1780143666289 | 0abe79f9423311f1ad8d38a74640adcc | ffe64fae423411f1a2d938a74640adcc | 8d758cd14a8b4ba8ab505003fb52017d | | COMPLETED | 2026-05-30T20:21:26+08:00 | 1780143686431 | 2ba4881420fa11f19e9c38a74640adcc | +---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+ # Delete an ingestion task RAGFlow(api/default)> remove ingestion tasks 'f366450a27d54677aec1c7090add30f0'; +---------+----------------------------------+ | remove | task_id | +---------+----------------------------------+ | success | f366450a27d54677aec1c7090add30f0 | +---------+----------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-06-12 14:56:44 +08:00
common.Info(fmt.Sprintf("RAGFlow ingestion service version: %s", utility.GetRAGFlowVersion()))
// Get local IP address for heartbeat reporting
localIP, err := utility.GetLocalIP()
if err != nil {
common.Fatal("fail to get local ip address")
}
// Initialize and start heartbeat reporter to admin server
service.AdminServiceClient = service.NewAdminClient(
common.Logger,
common.ServerTypeIngestion,
fmt.Sprintf("ingestor-%s", ingestor.ID()),
localIP,
-1,
)
if err = service.AdminServiceClient.InitHTTPClient(); err != nil {
common.Warn("Failed to initialize heartbeat service", zap.Error(err))
} else {
// Start heartbeat reporter with 30 seconds interval
heartbeatReporter := utility.NewScheduledTask("Heartbeat reporter", 3*time.Second, func() {
if err = service.AdminServiceClient.SendHeartbeat(); err == nil {
local.SetAdminStatus(0, "")
} else {
local.SetAdminStatus(1, err.Error())
//logger.Warn(fmt.Sprintf(err.Error()))
}
})
heartbeatReporter.Start()
defer heartbeatReporter.Stop()
}
Go: add ingestion server (#15094) ### What problem does this PR solve? 1. Go ingestion server will connected with admin server with gRPC stream 2. Go ingestion server will be responsible for ingestion tasks ``` RAGFlow(admin)> list ingestors; +-----------------+-----------+----------------------------------+---------------------------+----------+------------+--------------+--------+------------+---------------+ | address | cpu_usage | id | last_heartbeat | name | process_id | rss_usage | status | task_count | vms_usage | +-----------------+-----------+----------------------------------+---------------------------+----------+------------+--------------+--------+------------+---------------+ | 127.0.0.1:58564 | 0 | bdd1870eea2646e0aacb8a2cd3307aa2 | 2026-05-24T18:16:17+08:00 | ingestor | 680152 | 212.72265625 | active | 0 | 2589.12109375 | +-----------------+-----------+----------------------------------+---------------------------+----------+------------+--------------+--------+------------+---------------+ RAGFlow(admin)> start ingestion 'abc'; +----------------------------------+ | task_id | +----------------------------------+ | e714777639ca4760ab427b5f211e81ad | +----------------------------------+ RAGFlow(admin)> stop ingestion 'f7bd39d0a724457eb5fdce6d81699776'; +----------------------------------+ | task_id | +----------------------------------+ | f7bd39d0a724457eb5fdce6d81699776 | +----------------------------------+ RAGFlow(admin)> list tasks; +-----+----------------------------------+-------+------+----------------------------------+---------------------------+------------+------------+ | ETA | assign_to | error | from | id | last_update | start_time | status | +-----+----------------------------------+-------+------+----------------------------------+---------------------------+------------+------------+ | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | eae6431da72a40e796cff3a03008091b | 2026-05-24T19:46:03+08:00 | | COMPLETED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 6cccdd174bd049ecb05a774bbb47593f | 2026-05-24T19:46:03+08:00 | | COMPLETED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | ef360d777e57485799adb96b30f2b4b8 | 2026-05-24T19:46:03+08:00 | | CANCELED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | bcc5c5448cb64de48b6b6171c36fb790 | 2026-05-24T19:46:03+08:00 | | CANCELED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | bfc25384c43a443294fe2da979a38ac2 | 2026-05-24T19:46:03+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 84960537b85d413b8990a9efd5952d67 | 2026-05-24T19:46:04+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 3d223c1b51e24b36861a3bfb2f1d58d4 | 2026-05-24T19:46:03+08:00 | | CANCELED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | e433b0e356b846c89c301621a3c54494 | 2026-05-24T19:46:03+08:00 | | COMPLETED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 7c93a3880f074ebd8eca14e6b51bb7ef | 2026-05-24T19:46:03+08:00 | | COMPLETED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | df2e4ef51aaf4390bff9a23f2692486e | 2026-05-24T19:46:04+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 7377c53010194ef7a83aa206698d66ff | 2026-05-24T19:46:05+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | df64d1a1f9d348e3a2f174c4d7d69e73 | 2026-05-24T19:46:05+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | b59834512e2847e1bdf13ace04b8a456 | 2026-05-24T19:46:06+08:00 | | DISPATCHED | | 0 | 17937da188b84f23a5c10bb87588944b | | CLI | 0064bb0ab69344028d1ecfda053826f4 | 2026-05-24T19:46:03+08:00 | | QUEUED | +-----+----------------------------------+-------+------+----------------------------------+---------------------------+------------+------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-05-25 14:00:08 +08:00
// Wait for either an OS signal or a shutdown command from the admin
select {
case sig := <-quit:
common.Info("Received signal", zap.String("signal", sig.String()))
common.Info(fmt.Sprintf("Shutting down RAGFlow ingestor %s ...", name))
case <-ingestor.ShutdownCh:
common.Info(fmt.Sprintf("Received shutdown command from admin, stopping ingestor %s ...", name))
}
// Create context with timeout for graceful shutdown
_, cancel := context.WithTimeout(context.Background(), 30*time.Second)
defer cancel()
ingestor.Stop()
common.Info(fmt.Sprintf("Ingestor %s shutdown complete", name))
}