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 within the Weaviate database.
These integrations empower developers to build sophisticated AI-driven applications with ease.
Integrations with Cohere
Embedding models for semantic search
Cohere's embedding models transform text data into high-dimensional vector representations, capturing semantic 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
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 within 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
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
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
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.
Other third party integrations
Weaviate integrates with third party systems that provide a wide range of tools and services. For information on particular systems, see Integrations
Questions and feedback
If you have any questions or feedback, let us know in the user forum.