diff --git a/docs/advanced-ai/langchain/langchain-n8n.md b/docs/advanced-ai/langchain/langchain-n8n.md index 2b464b000..447a37d9c 100644 --- a/docs/advanced-ai/langchain/langchain-n8n.md +++ b/docs/advanced-ai/langchain/langchain-n8n.md @@ -171,6 +171,7 @@ Available nodes: * [Embeddings Google PaLM](/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.embeddingsgooglepalm/) * [Embeddings Hugging Face Inference](/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.embeddingshuggingfaceinference/) * [Embeddings Mistral Cloud](/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.embeddingsmistralcloud/) +* [Embeddings Ollama](/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.embeddingsollama/) * [Embeddings OpenAI](/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.embeddingsopenai/) Learn more about [Text embeddings in LangChain](https://js.langchain.com/docs/modules/data_connection/text_embedding/){:target=_blank .external-link}. diff --git a/docs/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.embeddingsollama.md b/docs/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.embeddingsollama.md new file mode 100644 index 000000000..7b1b78b0f --- /dev/null +++ b/docs/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.embeddingsollama.md @@ -0,0 +1,37 @@ +--- +title: Embeddings Ollama +description: Documentation for the Embeddings Ollama node in n8n, a workflow automation platform. Includes details of operations and configuration, and links to examples and credentials information. +--- + +# Embeddings Ollama + +Use the Embeddings Ollama node to generate embeddings for a given text. + +On this page, you'll find the node parameters for the Embeddings Ollama node, and links to more resources. + +/// note | Credentials +You can find authentication information for this node [here](/integrations/builtin/credentials/ollama/). +/// + +/// note | Examples and templates +For usage examples and templates to help you get started, refer to n8n's [Ollama Embeddings integrations](https://n8n.io/integrations/embeddings-ollama/){:target=_blank .external-link} page. +/// + +--8<-- "_snippets/integrations/builtin/cluster-nodes/sub-node-expression-resolution.md" + +## Node parameters + +**Model**: the model to use to generate the embedding. Learn more about available models in [Ollama's models documentation](https://ollama.ai/library){:target=_blank .external-link}. Choose from: + + * [all-minilm](https://ollama.com/library/all-minilm) (384 Dimensions) + * [nomic-embed-text](https://ollama.com/library/nomic-embed-text) (768 Dimensions) + + +## Related resources + +View [example workflows and related content](https://n8n.io/integrations/embeddings-ollama/){:target=_blank .external-link} on n8n's website. + +Refer to [Langchain's Ollama embeddings documentation](https://js.langchain.com/docs/modules/data_connection/text_embedding/integrations/ollama){:target=_blank .external-link} for more information about the service. + +--8<-- "_snippets/integrations/builtin/cluster-nodes/langchain-overview-link.md" +--8<-- "_glossary/ai-glossary.md" diff --git a/docs/integrations/builtin/credentials/ollama.md b/docs/integrations/builtin/credentials/ollama.md index 6928df475..bab8877b2 100644 --- a/docs/integrations/builtin/credentials/ollama.md +++ b/docs/integrations/builtin/credentials/ollama.md @@ -9,6 +9,7 @@ You can use these credentials to authenticate the following nodes: * [Ollama](/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.lmollama/) * [Chat Ollama](/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.lmchatollama/) +* [Embeddings Ollama](/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.embeddingsollama/) ## Prerequisites diff --git a/mkdocs.yml b/mkdocs.yml index 6fa3e30e4..fdeb6c639 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -744,6 +744,7 @@ nav: - integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.embeddingsgooglepalm.md - integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.embeddingshuggingfaceinference.md - integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.embeddingsmistralcloud.md + - integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.embeddingsollama.md - integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.embeddingsopenai.md - integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.lmchatanthropic.md - integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.lmchatawsbedrock.md