93 lines
2.6 KiB
JSON
93 lines
2.6 KiB
JSON
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{
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"$schema": "http://json-schema.org/draft-07/schema#",
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"title": "Fastembed Sparse Embedding Function Schema",
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"description": "Schema for the Fastembed sparse embedding function configuration",
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"version": "1.0.0",
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"type": "object",
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"properties": {
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"model_name": {
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"type": "string",
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"description": "Identifier of the Fastembed model. List of commonly used models: Qdrant/bm25, prithivida/Splade_PP_en_v1, Qdrant/minicoil-v1"
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},
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"task": {
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"type": "string",
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"enum": [
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"document",
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"query"
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],
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"description": "Task to perform, can be 'document' or 'query'"
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},
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"query_config": {
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"type": "object",
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"description": "Configuration for the query",
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"properties": {
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"task": {
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"type": "string",
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"enum": [
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"document",
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"query"
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],
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"description": "Task to perform for query embedding"
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}
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},
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"additionalProperties": false
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},
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"cache_dir": {
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"type": [
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"string",
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"null"
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],
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"description": "The path to the cache directory"
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},
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"threads": {
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"type": [
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"integer",
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"null"
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],
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"description": "The number of threads to use for the model"
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},
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"cuda": {
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"type": [
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"boolean",
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"null"
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],
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"description": "Whether to use CUDA"
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},
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"device_ids": {
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"type": [
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"array",
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"null"
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],
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"description": "The device IDs to use for the model",
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"items": {
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"type": "integer"
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}
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},
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"lazy_load": {
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"type": [
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"boolean",
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"null"
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],
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"description": "Whether to lazy load the model"
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},
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"kwargs": {
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"type": "object",
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"description": "Additional arguments to pass to the model",
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"additionalProperties": {
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"type": [
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"string",
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"integer",
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"number",
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"boolean",
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"array",
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"object"
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]
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}
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}
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},
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"required": [
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"model_name"
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],
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"additionalProperties": false
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}
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