大家好，我是烤鸭：
​ 前几天写了一个agent的文章，https://blog.csdn.net/Angry_Mills/article/details/151369785，今天打算写一篇开源agent的平台dify的非docker部署和aiflowy部署。

介绍

dify开源地址：https://github.com/langgenius/dify

Dify 是一款面向开发者的开源大语言模型（LLM）应用开发平台，定位为“生成式AI 应用创新引擎”。其核心目标是通过低代码/无代码方式，提供从模型集成、工作流编排到应用部署的全流程管理，降低企业级 AI 应用开发门槛

aiflowy开源地址：https://gitee.com/aiflowy/aiflowy

AIFlowy 是一个基于 Java 开发的企业级的开源 AI 应用开发平台 ，致力于为中国开发者和企业提供高效、开放、本土化的 AI 工具与能力。我们对标字节 Coze、腾讯元器和 Dify 等产品，但更加聚焦于中国环境下的 toB 场景深度应用与落地实践。

环境

dify 1.13：windows 非docker纯源码部署。

• python、java、node、go 环境都需要

aiflowy：windows/linux

• java、node 环境

dify部署

先说下结论，本地源码部署可以启动，但是加载插件会报错，提示无法安装。

而且不建议使用源码部署的方式，需要自己准备各种中间件。

需要准备：redis集群、PostgreSQL、Milvus

数据库sql源文件：https://download.csdn.net/download/Angry_Mills/91923411

API服务: dify/api/

复制 .env.example 到 .env

# Your App secret key will be used for securely signing the session cookie
# Make sure you are changing this key for your deployment with a strong key.
# You can generate a strong key using `openssl rand -base64 42`.
# Alternatively you can set it with `SECRET_KEY` environment variable.
SECRET_KEY=fA1|cD3>dT2&

# Console API base URL
CONSOLE_API_URL=http://127.0.0.1:5001
CONSOLE_WEB_URL=http://127.0.0.1:3000

# Service API base URL
SERVICE_API_URL=http://127.0.0.1:5001

# Web APP base URL
APP_WEB_URL=http://127.0.0.1:3000

# Files URL
FILES_URL=http://127.0.0.1:5001

# INTERNAL_FILES_URL is used for plugin daemon communication within Docker network.
# Set this to the internal Docker service URL for proper plugin file access.
# Example: INTERNAL_FILES_URL=http://api:5001
INTERNAL_FILES_URL=http://127.0.0.1:5001

# The time in seconds after the signature is rejected
FILES_ACCESS_TIMEOUT=300

# Access token expiration time in minutes
ACCESS_TOKEN_EXPIRE_MINUTES=120

# Refresh token expiration time in days
REFRESH_TOKEN_EXPIRE_DAYS=120

# redis configuration
REDIS_HOST=xx.xx.xx.xxx
REDIS_PORT=6379
REDIS_USERNAME=
REDIS_PASSWORD=xxxxxxxxxx
REDIS_USE_SSL=false
REDIS_DB=0

# redis Sentinel configuration.
REDIS_USE_SENTINEL=false
REDIS_SENTINELS=
REDIS_SENTINEL_SERVICE_NAME=
REDIS_SENTINEL_USERNAME=
REDIS_SENTINEL_PASSWORD=
REDIS_SENTINEL_SOCKET_TIMEOUT=0.1

# redis Cluster configuration.
REDIS_USE_CLUSTERS=true
REDIS_CLUSTERS=xx.xx.xx.xxx:6379,xx.xx.xx.xxx:6379,xx.xx.xx.xxx:6379
REDIS_CLUSTERS_PASSWORD=xx.xx.xx.xxx

# celery configuration
CELERY_BROKER_URL=redis://:${REDIS_CLUSTERS_PASSWORD}@localhost:${REDIS_PORT}/1

# PostgreSQL database configuration
DB_USERNAME=postgres
DB_PASSWORD=xx.xx.xx.xxx
DB_HOST=localhost
DB_PORT=5432
DB_DATABASE=dify

# Storage configuration
# use for store upload files, private keys...
# storage type: opendal, s3, aliyun-oss, azure-blob, baidu-obs, google-storage, huawei-obs, oci-storage, tencent-cos, volcengine-tos, supabase
STORAGE_TYPE=opendal

# Apache OpenDAL storage configuration, refer to https://github.com/apache/opendal
OPENDAL_SCHEME=fs
OPENDAL_FS_ROOT=storage

# S3 Storage configuration
S3_USE_AWS_MANAGED_IAM=false
S3_ENDPOINT=https://your-bucket-name.storage.s3.cloudflare.com
S3_BUCKET_NAME=your-bucket-name
S3_ACCESS_KEY=your-access-key
S3_SECRET_KEY=your-secret-key
S3_REGION=your-region

# Azure Blob Storage configuration
AZURE_BLOB_ACCOUNT_NAME=your-account-name
AZURE_BLOB_ACCOUNT_KEY=your-account-key
AZURE_BLOB_CONTAINER_NAME=your-container-name
AZURE_BLOB_ACCOUNT_URL=https://<your_account_name>.blob.core.windows.net

# Aliyun oss Storage configuration
ALIYUN_OSS_BUCKET_NAME=your-bucket-name
ALIYUN_OSS_ACCESS_KEY=your-access-key
ALIYUN_OSS_SECRET_KEY=your-secret-key
ALIYUN_OSS_ENDPOINT=your-endpoint
ALIYUN_OSS_AUTH_VERSION=v1
ALIYUN_OSS_REGION=your-region
# Don't start with '/'. OSS doesn't support leading slash in object names.
ALIYUN_OSS_PATH=your-path

# Google Storage configuration
GOOGLE_STORAGE_BUCKET_NAME=your-bucket-name
GOOGLE_STORAGE_SERVICE_ACCOUNT_JSON_BASE64=your-google-service-account-json-base64-string

# Tencent COS Storage configuration
TENCENT_COS_BUCKET_NAME=your-bucket-name
TENCENT_COS_SECRET_KEY=your-secret-key
TENCENT_COS_SECRET_ID=your-secret-id
TENCENT_COS_REGION=your-region
TENCENT_COS_SCHEME=your-scheme

# Huawei OBS Storage Configuration
HUAWEI_OBS_BUCKET_NAME=your-bucket-name
HUAWEI_OBS_SECRET_KEY=your-secret-key
HUAWEI_OBS_ACCESS_KEY=your-access-key
HUAWEI_OBS_SERVER=your-server-url

# Baidu OBS Storage Configuration
BAIDU_OBS_BUCKET_NAME=your-bucket-name
BAIDU_OBS_SECRET_KEY=your-secret-key
BAIDU_OBS_ACCESS_KEY=your-access-key
BAIDU_OBS_ENDPOINT=your-server-url

# OCI Storage configuration
OCI_ENDPOINT=your-endpoint
OCI_BUCKET_NAME=your-bucket-name
OCI_ACCESS_KEY=your-access-key
OCI_SECRET_KEY=your-secret-key
OCI_REGION=your-region

# Volcengine tos Storage configuration
VOLCENGINE_TOS_ENDPOINT=your-endpoint
VOLCENGINE_TOS_BUCKET_NAME=your-bucket-name
VOLCENGINE_TOS_ACCESS_KEY=your-access-key
VOLCENGINE_TOS_SECRET_KEY=your-secret-key
VOLCENGINE_TOS_REGION=your-region

# Supabase Storage Configuration
SUPABASE_BUCKET_NAME=your-bucket-name
SUPABASE_API_KEY=your-access-key
SUPABASE_URL=your-server-url

# CORS configuration
WEB_API_CORS_ALLOW_ORIGINS=http://127.0.0.1:3000,*
CONSOLE_CORS_ALLOW_ORIGINS=http://127.0.0.1:3000,*

# Vector database configuration
# support: weaviate, qdrant, milvus, myscale, relyt, pgvecto_rs, pgvector, pgvector, chroma, opensearch, tidb_vector, couchbase, vikingdb, upstash, lindorm, oceanbase, opengauss, tablestore, matrixone
VECTOR_STORE=milvus

# Weaviate configuration
WEAVIATE_ENDPOINT=http://localhost:8080
WEAVIATE_API_KEY=WVF5YThaHlkYwhGUSmCRgsX3tD5ngdN8pkih
WEAVIATE_GRPC_ENABLED=false
WEAVIATE_BATCH_SIZE=100

# Qdrant configuration, use `http://localhost:6333` for local mode or `https://your-qdrant-cluster-url.qdrant.io` for remote mode
QDRANT_URL=http://localhost:6333
QDRANT_API_KEY=difyai123456
QDRANT_CLIENT_TIMEOUT=20
QDRANT_GRPC_ENABLED=false
QDRANT_GRPC_PORT=6334
QDRANT_REPLICATION_FACTOR=1

#Couchbase configuration
COUCHBASE_CONNECTION_STRING=127.0.0.1
COUCHBASE_USER=Administrator
COUCHBASE_PASSWORD=password
COUCHBASE_BUCKET_NAME=Embeddings
COUCHBASE_SCOPE_NAME=_default

# Milvus configuration
MILVUS_URI=http://xx.xx.xx.xxx:19530
MILVUS_TOKEN=
MILVUS_USER=root
MILVUS_PASSWORD='xx.xx.xx.xxx'
MILVUS_ANALYZER_PARAMS=

# MyScale configuration
MYSCALE_HOST=127.0.0.1
MYSCALE_PORT=8123
MYSCALE_USER=default
MYSCALE_PASSWORD=
MYSCALE_DATABASE=default
MYSCALE_FTS_PARAMS=

# Relyt configuration
RELYT_HOST=127.0.0.1
RELYT_PORT=5432
RELYT_USER=postgres
RELYT_PASSWORD=postgres
RELYT_DATABASE=postgres

# Tencent configuration
TENCENT_VECTOR_DB_URL=http://127.0.0.1
TENCENT_VECTOR_DB_API_KEY=dify
TENCENT_VECTOR_DB_TIMEOUT=30
TENCENT_VECTOR_DB_USERNAME=dify
TENCENT_VECTOR_DB_DATABASE=dify
TENCENT_VECTOR_DB_SHARD=1
TENCENT_VECTOR_DB_REPLICAS=2
TENCENT_VECTOR_DB_ENABLE_HYBRID_SEARCH=false

# ElasticSearch configuration
ELASTICSEARCH_HOST=127.0.0.1
ELASTICSEARCH_PORT=9200
ELASTICSEARCH_USERNAME=elastic
ELASTICSEARCH_PASSWORD=elastic

# PGVECTO_RS configuration
PGVECTO_RS_HOST=localhost
PGVECTO_RS_PORT=5431
PGVECTO_RS_USER=postgres
PGVECTO_RS_PASSWORD=difyai123456
PGVECTO_RS_DATABASE=postgres

# PGVector configuration
PGVECTOR_HOST=127.0.0.1
PGVECTOR_PORT=5433
PGVECTOR_USER=postgres
PGVECTOR_PASSWORD=postgres
PGVECTOR_DATABASE=postgres
PGVECTOR_MIN_CONNECTION=1
PGVECTOR_MAX_CONNECTION=5

# TableStore Vector configuration
TABLESTORE_ENDPOINT=https://instance-name.cn-hangzhou.ots.aliyuncs.com
TABLESTORE_INSTANCE_NAME=instance-name
TABLESTORE_ACCESS_KEY_ID=xxx
TABLESTORE_ACCESS_KEY_SECRET=xxx

# Tidb Vector configuration
TIDB_VECTOR_HOST=xxx.eu-central-1.xxx.aws.tidbcloud.com
TIDB_VECTOR_PORT=4000
TIDB_VECTOR_USER=xxx.root
TIDB_VECTOR_PASSWORD=xxxxxx
TIDB_VECTOR_DATABASE=dify

# Tidb on qdrant configuration
TIDB_ON_QDRANT_URL=http://127.0.0.1
TIDB_ON_QDRANT_API_KEY=dify
TIDB_ON_QDRANT_CLIENT_TIMEOUT=20
TIDB_ON_QDRANT_GRPC_ENABLED=false
TIDB_ON_QDRANT_GRPC_PORT=6334
TIDB_PUBLIC_KEY=dify
TIDB_PRIVATE_KEY=dify
TIDB_API_URL=http://127.0.0.1
TIDB_IAM_API_URL=http://127.0.0.1
TIDB_REGION=regions/aws-us-east-1
TIDB_PROJECT_ID=dify
TIDB_SPEND_LIMIT=100

# Chroma configuration
CHROMA_HOST=127.0.0.1
CHROMA_PORT=8000
CHROMA_TENANT=default_tenant
CHROMA_DATABASE=default_database
CHROMA_AUTH_PROVIDER=chromadb.auth.token_authn.TokenAuthenticationServerProvider
CHROMA_AUTH_CREDENTIALS=difyai123456

# AnalyticDB configuration
ANALYTICDB_KEY_ID=your-ak
ANALYTICDB_KEY_SECRET=your-sk
ANALYTICDB_REGION_ID=cn-hangzhou
ANALYTICDB_INSTANCE_ID=gp-ab123456
ANALYTICDB_ACCOUNT=testaccount
ANALYTICDB_PASSWORD=testpassword
ANALYTICDB_NAMESPACE=dify
ANALYTICDB_NAMESPACE_PASSWORD=difypassword
ANALYTICDB_HOST=gp-test.aliyuncs.com
ANALYTICDB_PORT=5432
ANALYTICDB_MIN_CONNECTION=1
ANALYTICDB_MAX_CONNECTION=5

# OpenSearch configuration
OPENSEARCH_HOST=127.0.0.1
OPENSEARCH_PORT=9200
OPENSEARCH_USER=admin
OPENSEARCH_PASSWORD=admin
OPENSEARCH_SECURE=true
OPENSEARCH_VERIFY_CERTS=true

# Baidu configuration
BAIDU_VECTOR_DB_ENDPOINT=http://127.0.0.1:5287
BAIDU_VECTOR_DB_CONNECTION_TIMEOUT_MS=30000
BAIDU_VECTOR_DB_ACCOUNT=root
BAIDU_VECTOR_DB_API_KEY=dify
BAIDU_VECTOR_DB_DATABASE=dify
BAIDU_VECTOR_DB_SHARD=1
BAIDU_VECTOR_DB_REPLICAS=3

# Upstash configuration
UPSTASH_VECTOR_URL=your-server-url
UPSTASH_VECTOR_TOKEN=your-access-token

# ViKingDB configuration
VIKINGDB_ACCESS_KEY=your-ak
VIKINGDB_SECRET_KEY=your-sk
VIKINGDB_REGION=cn-shanghai
VIKINGDB_HOST=api-vikingdb.xxx.volces.com
VIKINGDB_SCHEMA=http
VIKINGDB_CONNECTION_TIMEOUT=30
VIKINGDB_SOCKET_TIMEOUT=30

# Matrixone configration
MATRIXONE_HOST=127.0.0.1
MATRIXONE_PORT=6001
MATRIXONE_USER=dump
MATRIXONE_PASSWORD=111
MATRIXONE_DATABASE=dify

# Lindorm configuration
LINDORM_URL=http://ld-*******************-proxy-search-pub.lindorm.aliyuncs.com:30070
LINDORM_USERNAME=admin
LINDORM_PASSWORD=admin
USING_UGC_INDEX=False
LINDORM_QUERY_TIMEOUT=1

# OceanBase Vector configuration
OCEANBASE_VECTOR_HOST=127.0.0.1
OCEANBASE_VECTOR_PORT=2881
OCEANBASE_VECTOR_USER=root@test
OCEANBASE_VECTOR_PASSWORD=difyai123456
OCEANBASE_VECTOR_DATABASE=test
OCEANBASE_MEMORY_LIMIT=6G
OCEANBASE_ENABLE_HYBRID_SEARCH=false

# openGauss configuration
OPENGAUSS_HOST=127.0.0.1
OPENGAUSS_PORT=6600
OPENGAUSS_USER=postgres
OPENGAUSS_PASSWORD=Dify@123
OPENGAUSS_DATABASE=dify
OPENGAUSS_MIN_CONNECTION=1
OPENGAUSS_MAX_CONNECTION=5

# Upload configuration
UPLOAD_FILE_SIZE_LIMIT=15
UPLOAD_FILE_BATCH_LIMIT=5
UPLOAD_IMAGE_FILE_SIZE_LIMIT=10
UPLOAD_VIDEO_FILE_SIZE_LIMIT=100
UPLOAD_AUDIO_FILE_SIZE_LIMIT=50

# Model configuration
MULTIMODAL_SEND_FORMAT=base64
PROMPT_GENERATION_MAX_TOKENS=512
CODE_GENERATION_MAX_TOKENS=1024
PLUGIN_BASED_TOKEN_COUNTING_ENABLED=false

# Mail configuration, support: resend, smtp, sendgrid
MAIL_TYPE=
# If using SendGrid, use the 'from' field for authentication if necessary.
MAIL_DEFAULT_SEND_FROM=no-reply <no-reply@dify.ai>
# resend configuration
RESEND_API_KEY=
RESEND_API_URL=https://api.resend.com
# smtp configuration
SMTP_SERVER=smtp.gmail.com
SMTP_PORT=465
SMTP_USERNAME=123
SMTP_PASSWORD=abc
SMTP_USE_TLS=true
SMTP_OPPORTUNISTIC_TLS=false
# Sendgid configuration
SENDGRID_API_KEY=
# Sentry configuration
SENTRY_DSN=

# DEBUG
DEBUG=false
ENABLE_REQUEST_LOGGING=False
SQLALCHEMY_ECHO=false

# Notion import configuration, support public and internal
NOTION_INTEGRATION_TYPE=public
NOTION_CLIENT_SECRET=you-client-secret
NOTION_CLIENT_ID=you-client-id
NOTION_INTERNAL_SECRET=you-internal-secret

ETL_TYPE=dify
UNSTRUCTURED_API_URL=
UNSTRUCTURED_API_KEY=
SCARF_NO_ANALYTICS=true

#ssrf
SSRF_PROXY_HTTP_URL=
SSRF_PROXY_HTTPS_URL=
SSRF_DEFAULT_MAX_RETRIES=3
SSRF_DEFAULT_TIME_OUT=5
SSRF_DEFAULT_CONNECT_TIME_OUT=5
SSRF_DEFAULT_READ_TIME_OUT=5
SSRF_DEFAULT_WRITE_TIME_OUT=5

BATCH_UPLOAD_LIMIT=10
KEYWORD_DATA_SOURCE_TYPE=database

# Workflow file upload limit
WORKFLOW_FILE_UPLOAD_LIMIT=10

# CODE EXECUTION CONFIGURATION
CODE_EXECUTION_ENDPOINT=http://127.0.0.1:8194
CODE_EXECUTION_API_KEY=dify-sandbox
CODE_MAX_NUMBER=9223372036854775807
CODE_MIN_NUMBER=-9223372036854775808
CODE_MAX_STRING_LENGTH=80000
TEMPLATE_TRANSFORM_MAX_LENGTH=80000
CODE_MAX_STRING_ARRAY_LENGTH=30
CODE_MAX_OBJECT_ARRAY_LENGTH=30
CODE_MAX_NUMBER_ARRAY_LENGTH=1000

# API Tool configuration
API_TOOL_DEFAULT_CONNECT_TIMEOUT=10
API_TOOL_DEFAULT_READ_TIMEOUT=60

# HTTP Node configuration
HTTP_REQUEST_MAX_CONNECT_TIMEOUT=300
HTTP_REQUEST_MAX_READ_TIMEOUT=600
HTTP_REQUEST_MAX_WRITE_TIMEOUT=600
HTTP_REQUEST_NODE_MAX_BINARY_SIZE=10485760
HTTP_REQUEST_NODE_MAX_TEXT_SIZE=1048576
HTTP_REQUEST_NODE_SSL_VERIFY=True

# Respect X-* headers to redirect clients
RESPECT_XFORWARD_HEADERS_ENABLED=false

# Log file path
LOG_FILE=
# Log file max size, the unit is MB
LOG_FILE_MAX_SIZE=20
# Log file max backup count
LOG_FILE_BACKUP_COUNT=5
# Log dateformat
LOG_DATEFORMAT=%Y-%m-%d %H:%M:%S
# Log Timezone
LOG_TZ=UTC
# Log format
LOG_FORMAT=%(asctime)s,%(msecs)d %(levelname)-2s [%(filename)s:%(lineno)d] %(req_id)s %(message)s

# Indexing configuration
INDEXING_MAX_SEGMENTATION_TOKENS_LENGTH=4000

# Workflow runtime configuration
WORKFLOW_MAX_EXECUTION_STEPS=500
WORKFLOW_MAX_EXECUTION_TIME=1200
WORKFLOW_CALL_MAX_DEPTH=5
WORKFLOW_PARALLEL_DEPTH_LIMIT=3
MAX_VARIABLE_SIZE=204800

# Workflow storage configuration
# Options: rdbms, hybrid
# rdbms: Use only the relational database (default)
# hybrid: Save new data to object storage, read from both object storage and RDBMS
WORKFLOW_NODE_EXECUTION_STORAGE=rdbms

# Repository configuration
# Core workflow execution repository implementation
CORE_WORKFLOW_EXECUTION_REPOSITORY=core.repositories.sqlalchemy_workflow_execution_repository.SQLAlchemyWorkflowExecutionRepository

# Core workflow node execution repository implementation
CORE_WORKFLOW_NODE_EXECUTION_REPOSITORY=core.repositories.sqlalchemy_workflow_node_execution_repository.SQLAlchemyWorkflowNodeExecutionRepository

# API workflow node execution repository implementation
API_WORKFLOW_NODE_EXECUTION_REPOSITORY=repositories.sqlalchemy_api_workflow_node_execution_repository.DifyAPISQLAlchemyWorkflowNodeExecutionRepository

# API workflow run repository implementation
API_WORKFLOW_RUN_REPOSITORY=repositories.sqlalchemy_api_workflow_run_repository.DifyAPISQLAlchemyWorkflowRunRepository

# App configuration
APP_MAX_EXECUTION_TIME=1200
APP_MAX_ACTIVE_REQUESTS=0

# Celery beat configuration
CELERY_BEAT_SCHEDULER_TIME=1

# Position configuration
POSITION_TOOL_PINS=
POSITION_TOOL_INCLUDES=
POSITION_TOOL_EXCLUDES=

POSITION_PROVIDER_PINS=
POSITION_PROVIDER_INCLUDES=
POSITION_PROVIDER_EXCLUDES=

# Plugin configuration
PLUGIN_DAEMON_KEY=lYkiYYT6owG+71oLerGzA7GXCgOT++6ovaezWAjpCjf+Sjc3ZtU+qUEi
PLUGIN_DAEMON_URL=http://127.0.0.1:5002
PLUGIN_REMOTE_INSTALL_PORT=5003
PLUGIN_REMOTE_INSTALL_HOST=localhost
PLUGIN_MAX_PACKAGE_SIZE=15728640
INNER_API_KEY_FOR_PLUGIN=QaHbTe77CtuXmsfyhR7+vRjI/+XbV1AaFy691iy+kGDv2Jvy0/eAh8Y1

# Marketplace configuration
MARKETPLACE_ENABLED=true
MARKETPLACE_API_URL=https://marketplace.dify.ai

# Endpoint configuration
ENDPOINT_URL_TEMPLATE=http://localhost:5002/e/{hook_id}

# Reset password token expiry minutes
RESET_PASSWORD_TOKEN_EXPIRY_MINUTES=5

CREATE_TIDB_SERVICE_JOB_ENABLED=false

# Maximum number of submitted thread count in a ThreadPool for parallel node execution
MAX_SUBMIT_COUNT=100
# Lockout duration in seconds
LOGIN_LOCKOUT_DURATION=86400

# Enable OpenTelemetry
ENABLE_OTEL=false
OTLP_BASE_ENDPOINT=http://localhost:4318
OTLP_API_KEY=
OTEL_EXPORTER_OTLP_PROTOCOL=
OTEL_EXPORTER_TYPE=otlp
OTEL_SAMPLING_RATE=0.1
OTEL_BATCH_EXPORT_SCHEDULE_DELAY=5000
OTEL_MAX_QUEUE_SIZE=2048
OTEL_MAX_EXPORT_BATCH_SIZE=512
OTEL_METRIC_EXPORT_INTERVAL=60000
OTEL_BATCH_EXPORT_TIMEOUT=10000
OTEL_METRIC_EXPORT_TIMEOUT=30000

# Prevent Clickjacking
ALLOW_EMBED=false

# Dataset queue monitor configuration
QUEUE_MONITOR_THRESHOLD=200
# You can configure multiple ones, separated by commas. eg: test1@dify.ai,test2@dify.ai
QUEUE_MONITOR_ALERT_EMAILS=
# Monitor interval in minutes, default is 30 minutes
QUEUE_MONITOR_INTERVAL=30

启动app服务

python app.py

客户端web：dify\web

安装依赖&启动

npm i -g pnpm && pnpm install && pnpm run dev

首次登录设置管理员账户

加载插件报错：

启动插件项目：https://github.com/langgenius/dify-plugin-daemon

DIFY_INNER_API_KEY 和 API项目的PLUGIN_DAEMON_KEY对应

复制 .env.example 到 .env

SERVER_PORT=5002
SERVER_KEY=lYkiYYT6owG+71oLerGzA7GXCgOT++6ovaezWAjpCjf+Sjc3ZtU+qUEi
GIN_MODE=release
PLATFORM=local

DIFY_INNER_API_KEY="QaHbTe77CtuXmsfyhR7+vRjI/+XbV1AaFy691iy+kGDv2Jvy0/eAh8Y1"
DIFY_INNER_API_URL=http://127.0.0.1:5001

PLUGIN_REMOTE_INSTALLING_ENABLED=true
PLUGIN_REMOTE_INSTALLING_HOST=127.0.0.1
PLUGIN_REMOTE_INSTALLING_PORT=5003

# s3 credentials
S3_USE_AWS=true
S3_USE_AWS_MANAGED_IAM=false
S3_ENDPOINT=
S3_USE_PATH_STYLE=true
AWS_ACCESS_KEY=
AWS_SECRET_KEY=
AWS_REGION=

# tencent cos credentials
TENCENT_COS_SECRET_KEY=
TENCENT_COS_SECRET_ID=
TENCENT_COS_REGION=

# aliyun oss credentials
ALIYUN_OSS_REGION=
ALIYUN_OSS_ENDPOINT=
ALIYUN_OSS_ACCESS_KEY_ID=
ALIYUN_OSS_ACCESS_KEY_SECRET=
ALIYUN_OSS_AUTH_VERSION=v4
ALIYUN_OSS_PATH=

# azure blob storage credentials
AZURE_BLOB_STORAGE_CONTAINER_NAME=
AZURE_BLOB_STORAGE_CONNECTION_STRING=

# volcengine tos
VOLCENGINE_TOS_ENDPOINT=
VOLCENGINE_TOS_ACCESS_KEY=
VOLCENGINE_TOS_SECRET_KEY=
VOLCENGINE_TOS_REGION=

# gcs storage credentials base64 string
GCS_CREDENTIALS=

# huawei obs credentials
HUAWEI_OBS_ACCESS_KEY=
HUAWEI_OBS_SECRET_KEY=
HUAWEI_OBS_SERVER=


# services storage
# https://github.com/langgenius/dify-cloud-kit/blob/main/oss/factory/factory.go
PLUGIN_STORAGE_TYPE=local
PLUGIN_STORAGE_OSS_BUCKET=
PLUGIN_STORAGE_LOCAL_ROOT=./storage

# where the plugin finally installed
PLUGIN_INSTALLED_PATH=plugin

# where the plugin finally running and working
PLUGIN_WORKING_PATH=cwd

# persistence storage
PERSISTENCE_STORAGE_PATH=persistence
PERSISTENCE_STORAGE_MAX_SIZE=104857600

# plugin webhook
PLUGIN_WEBHOOK_ENABLED=true

# routine pool
ROUTINE_POOL_SIZE=1024

# redis
REDIS_HOST=127.0.0.1
REDIS_PORT=6379
REDIS_PASSWORD=difyai123456
REDIS_DB=0

# Whether to use Redis Sentinel mode.
# If set to true, the application will automatically discover and connect to the master node through Sentinel.
REDIS_USE_SENTINEL=false

# List of Redis Sentinel nodes. If Sentinel mode is enabled, provide at least one Sentinel IP and port.
# Format: `<sentinel1_ip>:<sentinel1_port>,<sentinel2_ip>:<sentinel2_port>,<sentinel3_ip>:<sentinel3_port>`
REDIS_SENTINELS=
REDIS_SENTINEL_SERVICE_NAME=
REDIS_SENTINEL_USERNAME=
REDIS_SENTINEL_PASSWORD=
REDIS_SENTINEL_SOCKET_TIMEOUT=0.1

DB_USERNAME=postgres
DB_PASSWORD=difyai123456
DB_HOST=localhost
DB_PORT=5432
DB_DATABASE=dify_plugin
# Specifies the SSL mode for the database connection. 
# Possible values include 'disable', 'require', 'verify-ca', and 'verify-full'. 
# 'disable' means SSL is not used for the connection.
DB_SSL_MODE=disable
# database connection pool settings
DB_MAX_IDLE_CONNS=10
DB_MAX_OPEN_CONNS=30
DB_CONN_MAX_LIFETIME=3600
# DB_EXTRAS in GORM format
DB_EXTRAS=
DB_CHARSET=

DIFY_INVOCATION_CONNECTION_IDLE_TIMEOUT=120

MAX_PLUGIN_PACKAGE_SIZE=52428800

# dify serverless connector
DIFY_PLUGIN_SERVERLESS_CONNECTOR_URL=http://127.0.0.1:5004
DIFY_PLUGIN_SERVERLESS_CONNECTOR_API_KEY=HeRFb6yrzAy5vUSlJWK2lUl36mpkaRycv4witbQpucXacgXg7G9a8gVL

# python interpreter, if you are using local runtime, you should set this path to your python interpreter path
# otherwise, it should be /usr/bin/python3
# PYTHON_INTERPRETER_PATH=/usr/bin/python3

# uv path, if you are using local runtime, you should set this path to your local uv path
# otherwise, it will use `from uv._find_uv import find_uv_bin; print(find_uv_bin())`
# UV_PATH=

# python environment init timeout, if the python environment init process is not finished within this time, it will be killed
PYTHON_ENV_INIT_TIMEOUT=120

# pprof enabled, for debugging
PPROF_ENABLED=false

# FORCE_VERIFYING_SIGNATURE, for security, you should set this to true, pls be sure you know what you are doing
# if want to install plugin without verifying signature, set this to false
FORCE_VERIFYING_SIGNATURE=true

# Enable or disable third-party signature verification for plugins
# Set to "true" to allow verification using additional public keys specified in THIRD_PARTY_SIGNATURE_VERIFICATION_PUBLIC_KEYS
THIRD_PARTY_SIGNATURE_VERIFICATION_ENABLED=false
# A comma-separated list of file paths to public keys in addition to the official public key for signature verification
THIRD_PARTY_SIGNATURE_VERIFICATION_PUBLIC_KEYS=

# proxy settings, example: HTTP_PROXY=http://host.docker.internal:7890
HTTP_PROXY=
HTTPS_PROXY=

# plugin stdio buffer size
PLUGIN_STDIO_BUFFER_SIZE=1024
PLUGIN_STDIO_MAX_BUFFER_SIZE=5242880

# dify backwards invocation write timeout in milliseconds
DIFY_BACKWARDS_INVOCATION_WRITE_TIMEOUT=5000
# dify backwards invocation read timeout in milliseconds
DIFY_BACKWARDS_INVOCATION_READ_TIMEOUT=240000

dify创建智能体可以参考上次的那篇文章：
https://blog.csdn.net/Angry_Mills/article/details/151369785

aiflowy部署

相比较来说，这个aiflowy部署就简单多了。

API:
启动java项目：aiflowy-starter

前端：

npm install && npm audit fix --force && npm run dev

创建知识库，向量模型和模型都是本地ollama启动的

导入测试的pdf

文档预览

检索测试

创建智能体搭载知识库

总结

如果没有太多的需求，感觉用不到dify或者langchain这种平台。

智能体平台不是越大越好，跟服务架构一样，布局来源于需求。

我觉得现在所有的公司，不管是大公司还是小公司都应该建立自己的知识库，结合知识库+RAG可以节省很多的时间。

不管是产品、运营、运维还是销售，都可以提效。

文章参考

https://blog.csdn.net/2401_82469710/article/details/149934228