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4456: Add Ollama as an embeddings provider r=dureuill a=jakobklemm # Pull Request ## Related issue [Related Discord Thread](https://discord.com/channels/1006923006964154428/1211977150316683305) ## What does this PR do? - Adds Ollama as a provider of Embeddings besides HuggingFace and OpenAI under the name `ollama` - Adds the environment variable `MEILI_OLLAMA_URL` to set the embeddings URL of an Ollama instance with a default value of `http://localhost:11434/api/embeddings` if no variable is set - Changes some of the structs and functions in `openai.rs` to be public so that they can be shared. - Added more error variants for Ollama specific errors - It uses the model `nomic-embed-text` as default, but any string value is allowed, however it won't automatically check if the model actually exists or is an embedding model Tested against Ollama version `v0.1.27` and the `nomic-embed-text` model. ## PR checklist Please check if your PR fulfills the following requirements: - [x] Does this PR fix an existing issue, or have you listed the changes applied in the PR description (and why they are needed)? - [x] Have you read the contributing guidelines? - [x] Have you made sure that the title is accurate and descriptive of the changes? Co-authored-by: Jakob Klemm <jakob@jeykey.net> Co-authored-by: Louis Dureuil <louis.dureuil@gmail.com> |
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a concurrent indexer combined with fast and relevant search algorithms
Introduction
This crate contains the internal engine used by Meilisearch.
It contains a library that can manage one and only one index. Meilisearch manages the multi-index itself. Milli is unable to store updates in a store: it is the job of something else above and this is why it is only able to process one update at a time.