Cohere + Weaviate
Cohere offers a wide range of models for natural language processing and generation. Weaviate seamlessly integrates with Cohere's APIs, allowing users to leverage Cohere's models directly from the Weaviate Database.
These integrations empower developers to build sophisticated AI-driven applications with ease.
Integrations with Cohere
Section titled “Integrations with Cohere”Embedding models for vector search
Section titled “Embedding models for vector search”
Cohere's embedding models transform text data into vector embeddings, capturing meaning and context.
Weaviate integrates with Cohere's embedding models to enable seamless vectorization of data. This integration allows users to perform semantic and hybrid search operations without the need for additional preprocessing or data transformation steps.
Cohere embedding integration page Cohere multimodal embedding integration page
Generative AI models for RAG
Section titled “Generative AI models for RAG”
Cohere's generative AI models can generate human-like text based on given prompts and contexts.
Weaviate's generative AI integration enables users to perform retrieval augmented generation (RAG) directly from the Weaviate Database. This combines Weaviate's efficient storage and fast retrieval capabilities with Cohere's generative AI models to generate personalized and context-aware responses.
Cohere generative AI integration page
Reranker models
Section titled “Reranker models”
Cohere's reranker models are designed to improve the relevance and ranking of search results.
The Weaviate reranker integration allows users to easily refine their search results by leveraging Cohere's reranker models.
Cohere reranker integration page
Summary
Section titled “Summary”These integrations enable developers to leverage Cohere's powerful models directly within Weaviate.
In turn, they simplify the process of building AI-driven applications to speed up your development process, so that you can focus on creating innovative solutions.
Get started
Section titled “Get started”You must provide a valid Cohere API key to Weaviate for these integrations. Go to Cohere to sign up and obtain an API key.
Then, go to the relevant integration page to learn how to configure Weaviate with the Cohere models and start using them in your applications.
Questions and feedback
Section titled “Questions and feedback”Have a question or feedback? Here's how to reach us.