Pinecone · Schema
ContextOptionsModel
Controls the context snippets sent to the LLM.
Vector DatabasesArtificial IntelligenceEmbeddingsRAG
Properties
| Name | Type | Description |
|---|---|---|
| top_k | integer | The maximum number of context snippets to use. Default is 16. Maximum is 64. |
| snippet_size | integer | The maximum context snippet size. Default is 2048 tokens. Minimum is 512 tokens. Maximum is 8192 tokens. |
| multimodal | boolean | Whether or not to send image-related context snippets to the LLM. If `false`, only text context snippets are sent. |
| include_binary_content | boolean | If image-related context snippets are sent to the LLM, this field determines whether or not they should include base64 image data. If `false`, only the image caption is sent. Only available when `mult |
JSON Schema
{
"$schema": "https://json-schema.org/draft/2020-12/schema",
"$id": "#/components/schemas/ContextOptionsModel",
"title": "ContextOptionsModel",
"description": "Controls the context snippets sent to the LLM.",
"type": "object",
"properties": {
"top_k": {
"example": 20,
"description": "The maximum number of context snippets to use. Default is 16. Maximum is 64.",
"type": "integer"
},
"snippet_size": {
"example": 4096,
"description": "The maximum context snippet size. Default is 2048 tokens. Minimum is 512 tokens. Maximum is 8192 tokens.",
"type": "integer"
},
"multimodal": {
"description": "Whether or not to send image-related context snippets to the LLM. If `false`, only text context snippets are sent.",
"default": true,
"type": "boolean"
},
"include_binary_content": {
"description": "If image-related context snippets are sent to the LLM, this field determines whether or not they should include base64 image data. If `false`, only the image caption is sent. Only available when `multimodal=true`.",
"default": true,
"type": "boolean"
}
}
}
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