Docs Connect Components Processors ollama_embeddings ollama_embeddings This feature requires an Enterprise license. To upgrade, contact Redpanda sales. Generates vector embeddings from text, using the Ollama API. Introduced in version 4.32.0. # Config fields, showing default values label: "" ollama_embeddings: server_address: http://127.0.0.1:11434 # No default (optional) model: nomic-embed-text # No default (required) text: "" # No default (optional) This processor sends text to your chosen Ollama large language model (LLM) and creates vector embeddings, using the Ollama API. Vector embeddings are long arrays of numbers that represent values or objects, in this case text. By default, the processor starts and runs a locally installed Ollama server. Alternatively, to use an already running Ollama server, add your server details to the server_address field. You can download and install Ollama from the Ollama website. For more information, see the Ollama documentation. Fields server_address The address of the Ollama server to use. Leave the field blank and the processor starts and runs a local Ollama server or specify the address of your own local or remote server. Type: string # Examples server_address: http://127.0.0.1:11434 model The name of the Ollama LLM to use. For a full list of models, see the Ollama website. Type: string # Examples model: nomic-embed-text model: mxbai-embed-large model: snowflake-artic-embed model: all-minilm text The text you want to create vector embeddings for. By default, the processor submits the entire payload as a string. This field supports interpolation functions. Type: string Back to top × Simple online edits For simple changes, such as fixing a typo, you can edit the content directly on GitHub. Edit on GitHub Or, open an issue to let us know about something that you want us to change. Open an issue Contribution guide For extensive content updates, or if you prefer to work locally, read our contribution guide . Was this helpful? thumb_up thumb_down group Ask in the community mail Share your feedback group_add Make a contribution ollama_chat openai_chat_completion