{"id":24972989,"url":"https://github.com/weaviate-tutorials/cohere-wiki-multilingual","last_synced_at":"2025-07-31T06:08:05.520Z","repository":{"id":173910188,"uuid":"603206744","full_name":"weaviate-tutorials/cohere-wiki-multilingual","owner":"weaviate-tutorials","description":"How to use Weaviate semantic search and generative search with Cohere","archived":false,"fork":false,"pushed_at":"2023-10-15T18:27:42.000Z","size":51,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":5,"default_branch":"main","last_synced_at":"2025-02-03T18:11:23.618Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/weaviate-tutorials.png","metadata":{"files":{"readme":"readme.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-02-17T21:06:25.000Z","updated_at":"2023-06-26T12:51:30.000Z","dependencies_parsed_at":"2023-10-16T10:39:13.384Z","dependency_job_id":"8af2e422-41e4-43f6-903d-442d2165a47a","html_url":"https://github.com/weaviate-tutorials/cohere-wiki-multilingual","commit_stats":null,"previous_names":["weaviate-tutorials/cohere-wiki-multilingual"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/weaviate-tutorials%2Fcohere-wiki-multilingual","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/weaviate-tutorials%2Fcohere-wiki-multilingual/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/weaviate-tutorials%2Fcohere-wiki-multilingual/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/weaviate-tutorials%2Fcohere-wiki-multilingual/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/weaviate-tutorials","download_url":"https://codeload.github.com/weaviate-tutorials/cohere-wiki-multilingual/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246145079,"owners_count":20730495,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-02-03T18:11:12.381Z","updated_at":"2025-03-29T06:11:01.879Z","avatar_url":"https://github.com/weaviate-tutorials.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Semantic Search and Generative Search with Cohere\n\nThis project contain two Jupyter Notebooks:\n* `wiki-large-setup` – shows how to configure a collection with `text2vec-cohere` and `generative-cohere` modules. Then loads pre-vectorized Wikipedia data in 10 different languages\n* `wiki-large-query` – examples for Semantic Search and Generative Search queries\n\n## Load data\n\nNotes:\n* collection name: `Wikipedia`\n* languages included: `en`, `de`, `fr`, `es`, `it`, `ja`, `ar`, `zh`, `ko`, `hi`\n* source: [Cohere/wikipedia-22-12-(lang)-embeddings](https://huggingface.co/Cohere)\n\n\n## How to use\n\nTo make this notebook work on your own Weaviate instance, you need to update or provide:\n- `access_token` – auth token used to authenticate with your Weaviate instance. Note, if your Weaviate instance is configured without authentication, then you can remove the whole `auth_config`.\n- `url` – provide the url for your Weaviate instance\n- `X-Cohere-Api-Key` – this is your API key you need to get from [dashboard.cohere.ai/api-keys](https://dashboard.cohere.ai/api-keys)\n\n### WCS configuration\nWeaviate instances created with WCS provide all the required modules. No action required.\n\n### Instances deployed with Docker\nMake sure that your docker configuration includes the following modules:\n* `text2vec-cohere`\n* `generative-cohere`","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fweaviate-tutorials%2Fcohere-wiki-multilingual","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fweaviate-tutorials%2Fcohere-wiki-multilingual","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fweaviate-tutorials%2Fcohere-wiki-multilingual/lists"}