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feat: Enable ingestion of precomputed embeddings (#2317)

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Francisco Arceo 2025-05-31 04:03:37 -06:00 • committed by GitHub
parent 31ce208bda
commit f328436831
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9 changed files with 366 additions and 15 deletions
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34
docs/_static/llama-stack-spec.html vendored
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@ -10020,7 +10020,8 @@
"type": "object",
"properties": {
"content": {
"$ref": "#/components/schemas/InterleavedContent"
"$ref": "#/components/schemas/InterleavedContent",
"description": "The content of the chunk, which can be interleaved text, images, or other types."
},
"metadata": {
"type": "object",
@ -10045,7 +10046,15 @@
"type": "object"
}
]
}
},
"description": "Metadata associated with the chunk, such as document ID, source, or other relevant information."
},
"embedding": {
"type": "array",
"items": {
"type": "number"
},
"description": "Optional embedding for the chunk. If not provided, it will be computed later."
}
},
"additionalProperties": false,
@ -10053,9 +10062,10 @@
"content",
"metadata"
],
"title": "Chunk"
"title": "Chunk",
"description": "A chunk of content that can be inserted into a vector database."
},
"description": "The chunks to insert."
"description": "The chunks to insert. Each `Chunk` should contain content which can be interleaved text, images, or other types. `metadata`: `dict[str, Any]` and `embedding`: `List[float]` are optional. If `metadata` is provided, you configure how Llama Stack formats the chunk during generation. If `embedding` is not provided, it will be computed later."
},
"ttl_seconds": {
"type": "integer",
@ -12285,7 +12295,8 @@
"type": "object",
"properties": {
"content": {
"$ref": "#/components/schemas/InterleavedContent"
"$ref": "#/components/schemas/InterleavedContent",
"description": "The content of the chunk, which can be interleaved text, images, or other types."
},
"metadata": {
"type": "object",
@ -12310,7 +12321,15 @@
"type": "object"
}
]
}
},
"description": "Metadata associated with the chunk, such as document ID, source, or other relevant information."
},
"embedding": {
"type": "array",
"items": {
"type": "number"
},
"description": "Optional embedding for the chunk. If not provided, it will be computed later."
}
},
"additionalProperties": false,
@ -12318,7 +12337,8 @@
"content",
"metadata"
],
"title": "Chunk"
"title": "Chunk",
"description": "A chunk of content that can be inserted into a vector database."
}
},
"scores": {