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ragflow/docker/service_conf.yaml.template

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ragflow:
host: ${RAGFLOW_HOST:-0.0.0.0}
http_port: 9380
mysql:
name: '${MYSQL_DBNAME:-rag_flow}'
user: '${MYSQL_USER:-root}'
password: '${MYSQL_PASSWORD:-infini_rag_flow}'
host: '${MYSQL_HOST:-mysql}'
port: 3306
max_connections: 100
stale_timeout: 30
minio:
user: '${MINIO_USER:-rag_flow}'
password: '${MINIO_PASSWORD:-infini_rag_flow}'
host: '${MINIO_HOST:-minio}:9000'
es:
hosts: 'http://${ES_HOST:-es01}:9200'
username: '${ES_USER:-elastic}'
password: '${ELASTIC_PASSWORD:-infini_rag_flow}'
Feat: Adds OpenSearch2.19.1 as the vector_database support (#7140) ### What problem does this PR solve? This PR adds the support for latest OpenSearch2.19.1 as the store engine & search engine option for RAGFlow. ### Main Benefit 1. OpenSearch2.19.1 is licensed under the [Apache v2.0 License] which is much better than Elasticsearch 2. For search, OpenSearch2.19.1 supports full-text search、vector_search、hybrid_search those are similar with Elasticsearch on schema 3. For store, OpenSearch2.19.1 stores text、vector those are quite simliar with Elasticsearch on schema ### Changes - Support opensearch_python_connetor. I make a lot of adaptions since the schema and api/method between ES and Opensearch differs in many ways(especially the knn_search has a significant gap) : rag/utils/opensearch_coon.py - Support static config adaptions by changing: conf/service_conf.yaml、api/settings.py、rag/settings.py - Supprt some store&search schema changes between OpenSearch and ES: conf/os_mapping.json - Support OpenSearch python sdk : pyproject.toml - Support docker config for OpenSearch2.19.1 : docker/.env、docker/docker-compose-base.yml、docker/service_conf.yaml.template ### How to use - I didn't change the priority that ES as the default doc/search engine. Only if in docker/.env , we set DOC_ENGINE=${DOC_ENGINE:-opensearch}, it will work. ### Others Our team tested a lot of docs in our environment by using OpenSearch as the vector database ,it works very well. All the conifg for OpenSearch is necessary. ### Type of change - [x] New Feature (non-breaking change which adds functionality) --------- Co-authored-by: Yongteng Lei <yongtengrey@outlook.com> Co-authored-by: writinwaters <93570324+writinwaters@users.noreply.github.com> Co-authored-by: Yingfeng <yingfeng.zhang@gmail.com>
2025-04-24 16:03:31 +08:00
os:
hosts: 'http://${OS_HOST:-opensearch01}:9201'
username: '${OS_USER:-admin}'
password: '${OPENSEARCHH_PASSWORD:-infini_rag_flow_OS_01}'
infinity:
uri: '${INFINITY_HOST:-infinity}:23817'
db_name: 'default_db'
redis:
db: 1
password: '${REDIS_PASSWORD:-infini_rag_flow}'
host: '${REDIS_HOST:-redis}:6379'
# postgres:
# name: '${POSTGRES_DBNAME:-rag_flow}'
# user: '${POSTGRES_USER:-rag_flow}'
# password: '${POSTGRES_PASSWORD:-infini_rag_flow}'
# host: '${POSTGRES_HOST:-postgres}'
# port: 5432
# max_connections: 100
# stale_timeout: 30
# s3:
# access_key: 'access_key'
# secret_key: 'secret_key'
# region: 'region'
# endpoint_url: 'endpoint_url'
# bucket: 'bucket'
# prefix_path: 'prefix_path'
# signature_version: 'v4'
# addressing_style: 'path'
# oss:
# access_key: '${ACCESS_KEY}'
# secret_key: '${SECRET_KEY}'
# endpoint_url: '${ENDPOINT}'
# region: '${REGION}'
# bucket: '${BUCKET}'
# prefix_path: '${OSS_PREFIX_PATH}'
# azure:
# auth_type: 'sas'
# container_url: 'container_url'
# sas_token: 'sas_token'
# azure:
# auth_type: 'spn'
# account_url: 'account_url'
# client_id: 'client_id'
# secret: 'secret'
# tenant_id: 'tenant_id'
# container_name: 'container_name'
# user_default_llm:
# factory: 'Tongyi-Qianwen'
# api_key: 'sk-xxxxxxxxxxxxx'
# base_url: ''
# default_models:
# chat_model: 'qwen-plus'
# embedding_model: 'BAAI/bge-large-zh-v1.5@BAAI'
# rerank_model: ''
# asr_model: ''
# image2text_model: ''
# oauth:
# github:
# client_id: xxxxxxxxxxxxxxxxxxxxxxxxx
# secret_key: xxxxxxxxxxxxxxxxxxxxxxxxxxxx
# url: https://github.com/login/oauth/access_token
# feishu:
# app_id: cli_xxxxxxxxxxxxxxxxxxx
# app_secret: xxxxxxxxxxxxxxxxxxxxxxxxxxxx
# app_access_token_url: https://open.feishu.cn/open-apis/auth/v3/app_access_token/internal
# user_access_token_url: https://open.feishu.cn/open-apis/authen/v1/oidc/access_token
# grant_type: 'authorization_code'
# custom_channel:
# type: oidc
# icon: sso
# display_name: "Custom Channel"
# issuer: https://provider.com/v1/oidc
# client_id: xxxxxxxxxxxxxxxxxxxxxxxxx
# client_secret: xxxxxxxxxxxxxxxxxxxxxxxx
# scope: "openid email profile"
# redirect_uri: https://your-app.com/v1/user/oauth/callback/custom_channel
# authentication:
# client:
# switch: false
# http_app_key:
# http_secret_key:
# site:
# switch: false
# permission:
# switch: false
# component: false
# dataset: false