Spaces:
Configuration error
Configuration error
File size: 19,586 Bytes
447ebeb |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 |
datasource client {
provider = "postgresql"
url = env("DATABASE_URL")
}
generator client {
provider = "prisma-client-py"
}
// Budget / Rate Limits for an org
model LiteLLM_BudgetTable {
budget_id String @id @default(uuid())
max_budget Float?
soft_budget Float?
max_parallel_requests Int?
tpm_limit BigInt?
rpm_limit BigInt?
model_max_budget Json?
budget_duration String?
budget_reset_at DateTime?
created_at DateTime @default(now()) @map("created_at")
created_by String
updated_at DateTime @default(now()) @updatedAt @map("updated_at")
updated_by String
organization LiteLLM_OrganizationTable[] // multiple orgs can have the same budget
keys LiteLLM_VerificationToken[] // multiple keys can have the same budget
end_users LiteLLM_EndUserTable[] // multiple end-users can have the same budget
team_membership LiteLLM_TeamMembership[] // budgets of Users within a Team
organization_membership LiteLLM_OrganizationMembership[] // budgets of Users within a Organization
}
// Models on proxy
model LiteLLM_CredentialsTable {
credential_id String @id @default(uuid())
credential_name String @unique
credential_values Json
credential_info Json?
created_at DateTime @default(now()) @map("created_at")
created_by String
updated_at DateTime @default(now()) @updatedAt @map("updated_at")
updated_by String
}
// Models on proxy
model LiteLLM_ProxyModelTable {
model_id String @id @default(uuid())
model_name String
litellm_params Json
model_info Json?
created_at DateTime @default(now()) @map("created_at")
created_by String
updated_at DateTime @default(now()) @updatedAt @map("updated_at")
updated_by String
}
model LiteLLM_OrganizationTable {
organization_id String @id @default(uuid())
organization_alias String
budget_id String
metadata Json @default("{}")
models String[]
spend Float @default(0.0)
model_spend Json @default("{}")
object_permission_id String?
created_at DateTime @default(now()) @map("created_at")
created_by String
updated_at DateTime @default(now()) @updatedAt @map("updated_at")
updated_by String
litellm_budget_table LiteLLM_BudgetTable? @relation(fields: [budget_id], references: [budget_id])
teams LiteLLM_TeamTable[]
users LiteLLM_UserTable[]
keys LiteLLM_VerificationToken[]
members LiteLLM_OrganizationMembership[] @relation("OrganizationToMembership")
object_permission LiteLLM_ObjectPermissionTable? @relation(fields: [object_permission_id], references: [object_permission_id])
}
// Model info for teams, just has model aliases for now.
model LiteLLM_ModelTable {
id Int @id @default(autoincrement())
model_aliases Json? @map("aliases")
created_at DateTime @default(now()) @map("created_at")
created_by String
updated_at DateTime @default(now()) @updatedAt @map("updated_at")
updated_by String
team LiteLLM_TeamTable?
}
// Assign prod keys to groups, not individuals
model LiteLLM_TeamTable {
team_id String @id @default(uuid())
team_alias String?
organization_id String?
object_permission_id String?
admins String[]
members String[]
members_with_roles Json @default("{}")
metadata Json @default("{}")
max_budget Float?
spend Float @default(0.0)
models String[]
max_parallel_requests Int?
tpm_limit BigInt?
rpm_limit BigInt?
budget_duration String?
budget_reset_at DateTime?
blocked Boolean @default(false)
created_at DateTime @default(now()) @map("created_at")
updated_at DateTime @default(now()) @updatedAt @map("updated_at")
model_spend Json @default("{}")
model_max_budget Json @default("{}")
team_member_permissions String[] @default([])
model_id Int? @unique // id for LiteLLM_ModelTable -> stores team-level model aliases
litellm_organization_table LiteLLM_OrganizationTable? @relation(fields: [organization_id], references: [organization_id])
litellm_model_table LiteLLM_ModelTable? @relation(fields: [model_id], references: [id])
object_permission LiteLLM_ObjectPermissionTable? @relation(fields: [object_permission_id], references: [object_permission_id])
}
// Track spend, rate limit, budget Users
model LiteLLM_UserTable {
user_id String @id
user_alias String?
team_id String?
sso_user_id String? @unique
organization_id String?
object_permission_id String?
password String?
teams String[] @default([])
user_role String?
max_budget Float?
spend Float @default(0.0)
user_email String?
models String[]
metadata Json @default("{}")
max_parallel_requests Int?
tpm_limit BigInt?
rpm_limit BigInt?
budget_duration String?
budget_reset_at DateTime?
allowed_cache_controls String[] @default([])
model_spend Json @default("{}")
model_max_budget Json @default("{}")
created_at DateTime? @default(now()) @map("created_at")
updated_at DateTime? @default(now()) @updatedAt @map("updated_at")
// relations
litellm_organization_table LiteLLM_OrganizationTable? @relation(fields: [organization_id], references: [organization_id])
organization_memberships LiteLLM_OrganizationMembership[]
invitations_created LiteLLM_InvitationLink[] @relation("CreatedBy")
invitations_updated LiteLLM_InvitationLink[] @relation("UpdatedBy")
invitations_user LiteLLM_InvitationLink[] @relation("UserId")
object_permission LiteLLM_ObjectPermissionTable? @relation(fields: [object_permission_id], references: [object_permission_id])
}
model LiteLLM_ObjectPermissionTable {
object_permission_id String @id @default(uuid())
mcp_servers String[] @default([])
vector_stores String[] @default([])
teams LiteLLM_TeamTable[]
verification_tokens LiteLLM_VerificationToken[]
organizations LiteLLM_OrganizationTable[]
users LiteLLM_UserTable[]
}
// Holds the MCP server configuration
model LiteLLM_MCPServerTable {
server_id String @id @default(uuid())
alias String?
description String?
url String
transport String @default("sse")
spec_version String @default("2025-03-26")
auth_type String?
created_at DateTime? @default(now()) @map("created_at")
created_by String?
updated_at DateTime? @default(now()) @updatedAt @map("updated_at")
updated_by String?
}
// Generate Tokens for Proxy
model LiteLLM_VerificationToken {
token String @id
key_name String?
key_alias String?
soft_budget_cooldown Boolean @default(false) // key-level state on if budget alerts need to be cooled down
spend Float @default(0.0)
expires DateTime?
models String[]
aliases Json @default("{}")
config Json @default("{}")
user_id String?
team_id String?
permissions Json @default("{}")
max_parallel_requests Int?
metadata Json @default("{}")
blocked Boolean?
tpm_limit BigInt?
rpm_limit BigInt?
max_budget Float?
budget_duration String?
budget_reset_at DateTime?
allowed_cache_controls String[] @default([])
allowed_routes String[] @default([])
model_spend Json @default("{}")
model_max_budget Json @default("{}")
budget_id String?
organization_id String?
object_permission_id String?
created_at DateTime? @default(now()) @map("created_at")
created_by String?
updated_at DateTime? @default(now()) @updatedAt @map("updated_at")
updated_by String?
litellm_budget_table LiteLLM_BudgetTable? @relation(fields: [budget_id], references: [budget_id])
litellm_organization_table LiteLLM_OrganizationTable? @relation(fields: [organization_id], references: [organization_id])
object_permission LiteLLM_ObjectPermissionTable? @relation(fields: [object_permission_id], references: [object_permission_id])
}
model LiteLLM_EndUserTable {
user_id String @id
alias String? // admin-facing alias
spend Float @default(0.0)
allowed_model_region String? // require all user requests to use models in this specific region
default_model String? // use along with 'allowed_model_region'. if no available model in region, default to this model.
budget_id String?
litellm_budget_table LiteLLM_BudgetTable? @relation(fields: [budget_id], references: [budget_id])
blocked Boolean @default(false)
}
// store proxy config.yaml
model LiteLLM_Config {
param_name String @id
param_value Json?
}
// View spend, model, api_key per request
model LiteLLM_SpendLogs {
request_id String @id
call_type String
api_key String @default ("") // Hashed API Token. Not the actual Virtual Key. Equivalent to 'token' column in LiteLLM_VerificationToken
spend Float @default(0.0)
total_tokens Int @default(0)
prompt_tokens Int @default(0)
completion_tokens Int @default(0)
startTime DateTime // Assuming start_time is a DateTime field
endTime DateTime // Assuming end_time is a DateTime field
completionStartTime DateTime? // Assuming completionStartTime is a DateTime field
model String @default("")
model_id String? @default("") // the model id stored in proxy model db
model_group String? @default("") // public model_name / model_group
custom_llm_provider String? @default("") // litellm used custom_llm_provider
api_base String? @default("")
user String? @default("")
metadata Json? @default("{}")
cache_hit String? @default("")
cache_key String? @default("")
request_tags Json? @default("[]")
team_id String?
end_user String?
requester_ip_address String?
messages Json? @default("{}")
response Json? @default("{}")
session_id String?
status String?
proxy_server_request Json? @default("{}")
@@index([startTime])
@@index([end_user])
@@index([session_id])
}
// View spend, model, api_key per request
model LiteLLM_ErrorLogs {
request_id String @id @default(uuid())
startTime DateTime // Assuming start_time is a DateTime field
endTime DateTime // Assuming end_time is a DateTime field
api_base String @default("")
model_group String @default("") // public model_name / model_group
litellm_model_name String @default("") // model passed to litellm
model_id String @default("") // ID of model in ProxyModelTable
request_kwargs Json @default("{}")
exception_type String @default("")
exception_string String @default("")
status_code String @default("")
}
// Beta - allow team members to request access to a model
model LiteLLM_UserNotifications {
request_id String @id
user_id String
models String[]
justification String
status String // approved, disapproved, pending
}
model LiteLLM_TeamMembership {
// Use this table to track the Internal User's Spend within a Team + Set Budgets, rpm limits for the user within the team
user_id String
team_id String
spend Float @default(0.0)
budget_id String?
litellm_budget_table LiteLLM_BudgetTable? @relation(fields: [budget_id], references: [budget_id])
@@id([user_id, team_id])
}
model LiteLLM_OrganizationMembership {
// Use this table to track Internal User and Organization membership. Helps tracking a users role within an Organization
user_id String
organization_id String
user_role String?
spend Float? @default(0.0)
budget_id String?
created_at DateTime? @default(now()) @map("created_at")
updated_at DateTime? @default(now()) @updatedAt @map("updated_at")
// relations
user LiteLLM_UserTable @relation(fields: [user_id], references: [user_id])
organization LiteLLM_OrganizationTable @relation("OrganizationToMembership", fields: [organization_id], references: [organization_id])
litellm_budget_table LiteLLM_BudgetTable? @relation(fields: [budget_id], references: [budget_id])
@@id([user_id, organization_id])
@@unique([user_id, organization_id])
}
model LiteLLM_InvitationLink {
// use this table to track invite links sent by admin for people to join the proxy
id String @id @default(uuid())
user_id String
is_accepted Boolean @default(false)
accepted_at DateTime? // when link is claimed (user successfully onboards via link)
expires_at DateTime // till when is link valid
created_at DateTime // when did admin create the link
created_by String // who created the link
updated_at DateTime // when was invite status updated
updated_by String // who updated the status (admin/user who accepted invite)
// Relations
liteLLM_user_table_user LiteLLM_UserTable @relation("UserId", fields: [user_id], references: [user_id])
liteLLM_user_table_created LiteLLM_UserTable @relation("CreatedBy", fields: [created_by], references: [user_id])
liteLLM_user_table_updated LiteLLM_UserTable @relation("UpdatedBy", fields: [updated_by], references: [user_id])
}
model LiteLLM_AuditLog {
id String @id @default(uuid())
updated_at DateTime @default(now())
changed_by String @default("") // user or system that performed the action
changed_by_api_key String @default("") // api key hash that performed the action
action String // create, update, delete
table_name String // on of LitellmTableNames.TEAM_TABLE_NAME, LitellmTableNames.USER_TABLE_NAME, LitellmTableNames.PROXY_MODEL_TABLE_NAME,
object_id String // id of the object being audited. This can be the key id, team id, user id, model id
before_value Json? // value of the row
updated_values Json? // value of the row after change
}
// Track daily user spend metrics per model and key
model LiteLLM_DailyUserSpend {
id String @id @default(uuid())
user_id String?
date String
api_key String
model String
model_group String?
custom_llm_provider String?
prompt_tokens BigInt @default(0)
completion_tokens BigInt @default(0)
cache_read_input_tokens BigInt @default(0)
cache_creation_input_tokens BigInt @default(0)
spend Float @default(0.0)
api_requests BigInt @default(0)
successful_requests BigInt @default(0)
failed_requests BigInt @default(0)
created_at DateTime @default(now())
updated_at DateTime @updatedAt
@@unique([user_id, date, api_key, model, custom_llm_provider])
@@index([date])
@@index([user_id])
@@index([api_key])
@@index([model])
}
// Track daily team spend metrics per model and key
model LiteLLM_DailyTeamSpend {
id String @id @default(uuid())
team_id String?
date String
api_key String
model String
model_group String?
custom_llm_provider String?
prompt_tokens BigInt @default(0)
completion_tokens BigInt @default(0)
cache_read_input_tokens BigInt @default(0)
cache_creation_input_tokens BigInt @default(0)
spend Float @default(0.0)
api_requests BigInt @default(0)
successful_requests BigInt @default(0)
failed_requests BigInt @default(0)
created_at DateTime @default(now())
updated_at DateTime @updatedAt
@@unique([team_id, date, api_key, model, custom_llm_provider])
@@index([date])
@@index([team_id])
@@index([api_key])
@@index([model])
}
// Track daily team spend metrics per model and key
model LiteLLM_DailyTagSpend {
id String @id @default(uuid())
tag String?
date String
api_key String
model String
model_group String?
custom_llm_provider String?
prompt_tokens BigInt @default(0)
completion_tokens BigInt @default(0)
cache_read_input_tokens BigInt @default(0)
cache_creation_input_tokens BigInt @default(0)
spend Float @default(0.0)
api_requests BigInt @default(0)
successful_requests BigInt @default(0)
failed_requests BigInt @default(0)
created_at DateTime @default(now())
updated_at DateTime @updatedAt
@@unique([tag, date, api_key, model, custom_llm_provider])
@@index([date])
@@index([tag])
@@index([api_key])
@@index([model])
}
// Track the status of cron jobs running. Only allow one pod to run the job at a time
model LiteLLM_CronJob {
cronjob_id String @id @default(cuid()) // Unique ID for the record
pod_id String // Unique identifier for the pod acting as the leader
status JobStatus @default(INACTIVE) // Status of the cron job (active or inactive)
last_updated DateTime @default(now()) // Timestamp for the last update of the cron job record
ttl DateTime // Time when the leader's lease expires
}
enum JobStatus {
ACTIVE
INACTIVE
}
model LiteLLM_ManagedFileTable {
id String @id @default(uuid())
unified_file_id String @unique // The base64 encoded unified file ID
file_object Json // Stores the OpenAIFileObject
model_mappings Json
flat_model_file_ids String[] @default([]) // Flat list of model file id's - for faster querying of model id -> unified file id
created_at DateTime @default(now())
created_by String?
updated_at DateTime @updatedAt
updated_by String?
@@index([unified_file_id])
}
model LiteLLM_ManagedObjectTable { // for batches or finetuning jobs which use the
id String @id @default(uuid())
unified_object_id String @unique // The base64 encoded unified file ID
model_object_id String @unique // the id returned by the backend API provider
file_object Json // Stores the OpenAIFileObject
file_purpose String // either 'batch' or 'fine-tune'
created_at DateTime @default(now())
created_by String?
updated_at DateTime @updatedAt
updated_by String?
@@index([unified_object_id])
@@index([model_object_id])
}
model LiteLLM_ManagedVectorStoresTable {
vector_store_id String @id
custom_llm_provider String
vector_store_name String?
vector_store_description String?
vector_store_metadata Json?
created_at DateTime @default(now())
updated_at DateTime @updatedAt
litellm_credential_name String?
}
// Guardrails table for storing guardrail configurations
model LiteLLM_GuardrailsTable {
guardrail_id String @id @default(uuid())
guardrail_name String @unique
litellm_params Json
guardrail_info Json?
created_at DateTime @default(now())
updated_at DateTime @updatedAt
} |