AI_POC/TERES_fastapi_backend
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将flask改成fastapi

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dangzerong
2025-10-13 13:18:03 +08:00
commit 88db2539b0
476 changed files with 739741 additions and 0 deletions
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44
conf/infinity_mapping.json Normal file
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{
"id": {"type": "varchar", "default": ""},
"doc_id": {"type": "varchar", "default": ""},
"kb_id": {"type": "varchar", "default": ""},
"create_time": {"type": "varchar", "default": ""},
"create_timestamp_flt": {"type": "float", "default": 0.0},
"img_id": {"type": "varchar", "default": ""},
"docnm_kwd": {"type": "varchar", "default": ""},
"title_tks": {"type": "varchar", "default": "", "analyzer": "whitespace"},
"title_sm_tks": {"type": "varchar", "default": "", "analyzer": "whitespace"},
"name_kwd": {"type": "varchar", "default": "", "analyzer": "whitespace-#"},
"important_kwd": {"type": "varchar", "default": "", "analyzer": "whitespace-#"},
"tag_kwd": {"type": "varchar", "default": "", "analyzer": "whitespace-#"},
"important_tks": {"type": "varchar", "default": "", "analyzer": "whitespace"},
"question_kwd": {"type": "varchar", "default": "", "analyzer": "whitespace-#"},
"question_tks": {"type": "varchar", "default": "", "analyzer": "whitespace"},
"content_with_weight": {"type": "varchar", "default": ""},
"content_ltks": {"type": "varchar", "default": "", "analyzer": "whitespace"},
"content_sm_ltks": {"type": "varchar", "default": "", "analyzer": "whitespace"},
"authors_tks": {"type": "varchar", "default": "", "analyzer": "whitespace"},
"authors_sm_tks": {"type": "varchar", "default": "", "analyzer": "whitespace"},
"page_num_int": {"type": "varchar", "default": ""},
"top_int": {"type": "varchar", "default": ""},
"position_int": {"type": "varchar", "default": ""},
"weight_int": {"type": "integer", "default": 0},
"weight_flt": {"type": "float", "default": 0.0},
"rank_int": {"type": "integer", "default": 0},
"rank_flt": {"type": "float", "default": 0},
"available_int": {"type": "integer", "default": 1},
"knowledge_graph_kwd": {"type": "varchar", "default": ""},
"entities_kwd": {"type": "varchar", "default": "", "analyzer": "whitespace-#"},
"pagerank_fea": {"type": "integer", "default": 0},
"tag_feas": {"type": "varchar", "default": "", "analyzer": "rankfeatures"},
"from_entity_kwd": {"type": "varchar", "default": "", "analyzer": "whitespace-#"},
"to_entity_kwd": {"type": "varchar", "default": "", "analyzer": "whitespace-#"},
"entity_kwd": {"type": "varchar", "default": "", "analyzer": "whitespace-#"},
"entity_type_kwd": {"type": "varchar", "default": "", "analyzer": "whitespace-#"},
"source_id": {"type": "varchar", "default": "", "analyzer": "whitespace-#"},
"n_hop_with_weight": {"type": "varchar", "default": ""},
"removed_kwd": {"type": "varchar", "default": "", "analyzer": "whitespace-#"},
"doc_type_kwd": {"type": "varchar", "default": "", "analyzer": "whitespace-#"}
}

5150
conf/llm_factories.json Normal file
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212
conf/mapping.json Normal file
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{
"settings": {
"index": {
"number_of_shards": 2,
"number_of_replicas": 0,
"refresh_interval": "1000ms"
},
"similarity": {
"scripted_sim": {
"type": "scripted",
"script": {
"source": "double idf = Math.log(1+(field.docCount-term.docFreq+0.5)/(term.docFreq + 0.5))/Math.log(1+((field.docCount-0.5)/1.5)); return query.boost * idf * Math.min(doc.freq, 1);"
}
}
}
},
"mappings": {
"properties": {
"lat_lon": {
"type": "geo_point",
"store": "true"
}
},
"date_detection": "true",
"dynamic_templates": [
{
"int": {
"match": "*_int",
"mapping": {
"type": "integer",
"store": "true"
}
}
},
{
"ulong": {
"match": "*_ulong",
"mapping": {
"type": "unsigned_long",
"store": "true"
}
}
},
{
"long": {
"match": "*_long",
"mapping": {
"type": "long",
"store": "true"
}
}
},
{
"short": {
"match": "*_short",
"mapping": {
"type": "short",
"store": "true"
}
}
},
{
"numeric": {
"match": "*_flt",
"mapping": {
"type": "float",
"store": true
}
}
},
{
"tks": {
"match": "*_tks",
"mapping": {
"type": "text",
"similarity": "scripted_sim",
"analyzer": "whitespace",
"store": true
}
}
},
{
"ltks": {
"match": "*_ltks",
"mapping": {
"type": "text",
"analyzer": "whitespace",
"store": true
}
}
},
{
"kwd": {
"match_pattern": "regex",
"match": "^(.*_(kwd|id|ids|uid|uids)|uid)$",
"mapping": {
"type": "keyword",
"similarity": "boolean",
"store": true
}
}
},
{
"dt": {
"match_pattern": "regex",
"match": "^.*(_dt|_time|_at)$",
"mapping": {
"type": "date",
"format": "yyyy-MM-dd HH:mm:ss||yyyy-MM-dd||yyyy-MM-dd_HH:mm:ss",
"store": true
}
}
},
{
"nested": {
"match": "*_nst",
"mapping": {
"type": "nested"
}
}
},
{
"object": {
"match": "*_obj",
"mapping": {
"type": "object",
"dynamic": "true"
}
}
},
{
"string": {
"match_pattern": "regex",
"match": "^.*_(with_weight|list)$",
"mapping": {
"type": "text",
"index": "false",
"store": true
}
}
},
{
"rank_feature": {
"match": "*_fea",
"mapping": {
"type": "rank_feature"
}
}
},
{
"rank_features": {
"match": "*_feas",
"mapping": {
"type": "rank_features"
}
}
},
{
"dense_vector": {
"match": "*_512_vec",
"mapping": {
"type": "dense_vector",
"index": true,
"similarity": "cosine",
"dims": 512
}
}
},
{
"dense_vector": {
"match": "*_768_vec",
"mapping": {
"type": "dense_vector",
"index": true,
"similarity": "cosine",
"dims": 768
}
}
},
{
"dense_vector": {
"match": "*_1024_vec",
"mapping": {
"type": "dense_vector",
"index": true,
"similarity": "cosine",
"dims": 1024
}
}
},
{
"dense_vector": {
"match": "*_1536_vec",
"mapping": {
"type": "dense_vector",
"index": true,
"similarity": "cosine",
"dims": 1536
}
}
},
{
"binary": {
"match": "*_bin",
"mapping": {
"type": "binary"
}
}
}
]
}
}

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conf/os_mapping.json Normal file
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{
"settings": {
"index": {
"number_of_shards": 2,
"number_of_replicas": 0,
"refresh_interval": "1000ms",
"knn": true,
"similarity": {
"scripted_sim": {
"type": "scripted",
"script": {
"source": "double idf = Math.log(1+(field.docCount-term.docFreq+0.5)/(term.docFreq + 0.5))/Math.log(1+((field.docCount-0.5)/1.5)); return query.boost * idf * Math.min(doc.freq, 1);"
}
}
}
}
},
"mappings": {
"properties": {
"lat_lon": {
"type": "geo_point",
"store": "true"
}
},
"date_detection": "true",
"dynamic_templates": [
{
"int": {
"match": "*_int",
"mapping": {
"type": "integer",
"store": "true"
}
}
},
{
"ulong": {
"match": "*_ulong",
"mapping": {
"type": "unsigned_long",
"store": "true"
}
}
},
{
"long": {
"match": "*_long",
"mapping": {
"type": "long",
"store": "true"
}
}
},
{
"short": {
"match": "*_short",
"mapping": {
"type": "short",
"store": "true"
}
}
},
{
"numeric": {
"match": "*_flt",
"mapping": {
"type": "float",
"store": true
}
}
},
{
"tks": {
"match": "*_tks",
"mapping": {
"type": "text",
"similarity": "scripted_sim",
"analyzer": "whitespace",
"store": true
}
}
},
{
"ltks": {
"match": "*_ltks",
"mapping": {
"type": "text",
"analyzer": "whitespace",
"store": true
}
}
},
{
"kwd": {
"match_pattern": "regex",
"match": "^(.*_(kwd|id|ids|uid|uids)|uid)$",
"mapping": {
"type": "keyword",
"similarity": "boolean",
"store": true
}
}
},
{
"dt": {
"match_pattern": "regex",
"match": "^.*(_dt|_time|_at)$",
"mapping": {
"type": "date",
"format": "yyyy-MM-dd HH:mm:ss||yyyy-MM-dd||yyyy-MM-dd_HH:mm:ss",
"store": true
}
}
},
{
"nested": {
"match": "*_nst",
"mapping": {
"type": "nested"
}
}
},
{
"object": {
"match": "*_obj",
"mapping": {
"type": "object",
"dynamic": "true"
}
}
},
{
"string": {
"match_pattern": "regex",
"match": "^.*_(with_weight|list)$",
"mapping": {
"type": "text",
"index": "false",
"store": true
}
}
},
{
"rank_feature": {
"match": "*_fea",
"mapping": {
"type": "rank_feature"
}
}
},
{
"rank_features": {
"match": "*_feas",
"mapping": {
"type": "rank_features"
}
}
},
{
"knn_vector": {
"match": "*_512_vec",
"mapping": {
"type": "knn_vector",
"index": true,
"space_type": "cosinesimil",
"dimension": 512
}
}
},
{
"knn_vector": {
"match": "*_768_vec",
"mapping": {
"type": "knn_vector",
"index": true,
"space_type": "cosinesimil",
"dimension": 768
}
}
},
{
"knn_vector": {
"match": "*_1024_vec",
"mapping": {
"type": "knn_vector",
"index": true,
"space_type": "cosinesimil",
"dimension": 1024
}
}
},
{
"knn_vector": {
"match": "*_1536_vec",
"mapping": {
"type": "knn_vector",
"index": true,
"space_type": "cosinesimil",
"dimension": 1536
}
}
},
{
"binary": {
"match": "*_bin",
"mapping": {
"type": "binary"
}
}
}
]
}
}

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conf/private.pem Normal file
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-----BEGIN RSA PRIVATE KEY-----
Proc-Type: 4,ENCRYPTED
DEK-Info: DES-EDE3-CBC,EFF8327C41E531AD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-----END RSA PRIVATE KEY-----

9
conf/public.pem Normal file
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-----BEGIN PUBLIC KEY-----
MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEArq9XTUSeYr2+N1h3Afl/
z8Dse/2yD0ZGrKwx+EEEcdsBLca9Ynmx3nIB5obmLlSfmskLpBo0UACBmB5rEjBp
2Q2f3AG3Hjd4B+gNCG6BDaawuDlgANIhGnaTLrIqWrrcm4EMzJOnAOI1fgzJRsOO
UEfaS318Eq9OVO3apEyCCt0lOQK6PuksduOjVxtltDav+guVAA068NrPYmRNabVK
RNLJpL8w4D44sfth5RvZ3q9t+6RTArpEtc5sh5ChzvqPOzKGMXW83C95TxmXqpbK
6olN4RevSfVjEAgCydH6HN6OhtOQEcnrU97r9H0iZOWwbw3pVrZiUkuRD1R56Wzs
2wIDAQAB
-----END PUBLIC KEY-----

113
conf/service_conf.yaml Normal file
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ragflow:
host: 0.0.0.0
http_port: 9380
admin:
host: 0.0.0.0
http_port: 9381
minio:
user: 'rag_flow'
password: 'infini_rag_flow'
host: 'localhost:9000'
os:
hosts: 'http://localhost:1201'
username: 'admin'
password: 'infini_rag_flow_OS_01'
redis:
db: 1
password: 'infini_rag_flow'
host: 'localhost:6379'
postgres:
name: 'rag_flow'
user: 'rag_flow'
password: 'infini_rag_flow'
host: 'localhost'
port: 5432
max_connections: 100
stale_timeout: 30
# s3:
# access_key: 'access_key'
# secret_key: 'secret_key'
# region: 'region'
# oss:
# access_key: 'access_key'
# secret_key: 'secret_key'
# endpoint_url: 'http://oss-cn-hangzhou.aliyuncs.com'
# region: 'cn-hangzhou'
# bucket: 'bucket_name'
# 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'
# The OSS object storage uses the MySQL configuration above by default. If you need to switch to another object storage service, please uncomment and configure the following parameters.
# opendal:
# scheme: 'mysql' # Storage type, such as s3, oss, azure, etc.
# config:
# oss_table: 'opendal_storage'
# user_default_llm:
# factory: 'BAAI'
# api_key: 'backup'
# base_url: 'backup_base_url'
# default_models:
# chat_model:
# name: 'qwen2.5-7b-instruct'
# factory: 'xxxx'
# api_key: 'xxxx'
# base_url: 'https://api.xx.com'
# embedding_model:
# name: 'bge-m3'
# rerank_model: 'bge-reranker-v2'
# asr_model:
# model: 'whisper-large-v3' # alias of name
# image2text_model: ''
# oauth:
# oauth2:
# display_name: "OAuth2"
# client_id: "your_client_id"
# client_secret: "your_client_secret"
# authorization_url: "https://your-oauth-provider.com/oauth/authorize"
# token_url: "https://your-oauth-provider.com/oauth/token"
# userinfo_url: "https://your-oauth-provider.com/oauth/userinfo"
# redirect_uri: "https://your-app.com/v1/user/oauth/callback/oauth2"
# oidc:
# display_name: "OIDC"
# client_id: "your_client_id"
# client_secret: "your_client_secret"
# issuer: "https://your-oauth-provider.com/oidc"
# scope: "openid email profile"
# redirect_uri: "https://your-app.com/v1/user/oauth/callback/oidc"
# github:
# type: "github"
# icon: "github"
# display_name: "Github"
# client_id: "your_client_id"
# client_secret: "your_client_secret"
# redirect_uri: "https://your-app.com/v1/user/oauth/callback/github"
# authentication:
# client:
# switch: false
# http_app_key:
# http_secret_key:
# site:
# switch: false
# permission:
# switch: false
# component: false
# dataset: false
# smtp:
# mail_server: ""
# mail_port: 465
# mail_use_ssl: true
# mail_use_tls: false
# mail_username: ""
# mail_password: ""
# mail_default_sender:
# - "RAGFlow" # display name
# - "" # sender email address
# mail_frontend_url: "https://your-frontend.example.com"