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Carbon supports multiple models for use in generating embeddings for files. For images, we support Vertex AI’s
multimodal model; for text, we support OpenAI’s text-embedding-ada-002
and Cohere’s embed-multilingual-v3.0.
The model can be specified via the embedding_model
parameter (in the POST body for /embeddings
, and a query
parameter in /uploadfile
). If no model is supplied, the text-embedding-ada-002
is used by default. When performing
embedding queries, embeddings from files that used the specified model will be considered in the query.
For example, if files A and B have embeddings generated with OPENAI
, and files C and D have embeddings generated with
COHERE_MULTILINGUAL_V3
, then by default, queries will only consider files A and B. If COHERE_MULTILINGUAL_V3
is
specified as the embedding_model
in /embeddings
, then only files C and D will be considered. Make sure that
the set of all files you want considered for a query have embeddings generated via the same model. For now, do not
set VERTEX_MULTIMODAL
as an embedding_model
. This model is used automatically by Carbon when it detects an image file.
Authorizations
token <token>
, corresponds to temporary access tokens.
Body
OPENAI
, AZURE_OPENAI
, AZURE_ADA_LARGE_256
, AZURE_ADA_LARGE_1024
, AZURE_ADA_LARGE_3072
, AZURE_ADA_SMALL_512
, AZURE_ADA_SMALL_1536
, COHERE_MULTILINGUAL_V3
, VERTEX_MULTIMODAL
, OPENAI_ADA_LARGE_256
, OPENAI_ADA_LARGE_1024
, OPENAI_ADA_LARGE_3072
, OPENAI_ADA_SMALL_512
, OPENAI_ADA_SMALL_1536
, SOLAR_1_MINI
Response
GOOGLE_CLOUD_STORAGE
, GOOGLE_DRIVE
, NOTION
, NOTION_DATABASE
, INTERCOM
, DROPBOX
, ONEDRIVE
, SHAREPOINT
, CONFLUENCE
, BOX
, ZENDESK
, ZOTERO
, S3
, GMAIL
, OUTLOOK
, TEXT
, CSV
, TSV
, PDF
, DOCX
, PPTX
, XLSX
, MD
, RTF
, JSON
, HTML
, RAW_TEXT
, WEB_SCRAPE
, RSS_FEED
, FRESHDESK
, GITBOOK
, SALESFORCE
, GITHUB
, SLACK
, GURU
, JPG
, PNG
, JPEG
, MP3
, MP2
, AAC
, WAV
, FLAC
, PCM
, M4A
, OGG
, OPUS
, MPEG
, MPG
, MP4
, WMV
, AVI
, MOV
, MKV
, FLV
, WEBM
, EML
DELAYED
, QUEUED_FOR_SYNC
, SYNCING
, READY
, SYNC_ERROR
, EVALUATING_RESYNC
, RATE_LIMITED
, SYNC_ABORTED
, QUEUED_FOR_OCR
HOT_STORAGE
, HOT_TO_COLD
, COLD_STORAGE
, COLD_TO_HOT