What can I automate with the Voyage AI integration?

Create text, multimodal and contextual embeddings and rerank search results with Voyage AI's retrieval models. Lodol supports 4 actions for Voyage AI, which you can combine with any other app in a workflow.

How do I connect Voyage AI to Lodol?

Connect Voyage AI once in your workspace and every action and trigger it supports can be added to a workflow, by you in the editor or by your AI.

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Voyage AI

Create text, multimodal and contextual embeddings and rerank search results with Voyage AI's retrieval models.

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actions: 4

Actions

Steps a workflow can run in Voyage AI.

Create embeddingsTurn each text into a vector with a Voyage AI embedding model, ready to store in a vector database such as Pinecone and search by meaning. Takes up to 1,000 texts per step.
Create contextual embeddingsEmbed the chunks of one document so that each chunk's vector also reflects the rest of the document. Finds the right chunk more often than embedding the chunks one by one.
Create multimodal embeddingTurn a text, an image, or the two together into one vector, so pictures and words can be searched in the same index.
Rerank documentsPut a list of documents in order of how well each answers a query, with a score for each. Use it to pick the best matches out of search or database results.