File Embedding

Description

Get the embeddings of a file

Inputs

OpenAIopenaiRequired

ModeltextRequired

• Options
• Text Embedding 3 Smalltext-embedding-3-small
• Text Embedding 3 Largetext-embedding-3-large
• Text Embedding Ada 002text-embedding-ada-002

UnstructuredunstructuredRequired

FilefileRequired

Strategytext

• Options
• Fastfast
• Hi-reshi_res
• Autoauto
• OCR onlyocr_only

Languagestext

• Options
• Portuguesepor
• Englisheng
• Spanishspa
• Frenchfra
• Germandeu
• Arabicara

Chunking strategytext

• Options
• Basicbasic
• By pageby_page
• By similarityby_similarity
• By titleby_title

Max charactersnumber

Overlapnumber

Timeoutnumber

Output

vector

Templates

• Chat with files: Upload documents and get instant summaries, answers, and insights. 🚀