{"id":27957585,"url":"https://github.com/laion-ai/riverbed","last_synced_at":"2025-05-07T18:13:39.718Z","repository":{"id":59666362,"uuid":"533418093","full_name":"LAION-AI/riverbed","owner":"LAION-AI","description":"Tools for content datamining and NLP at scale","archived":false,"fork":false,"pushed_at":"2024-06-20T02:17:22.000Z","size":6197,"stargazers_count":43,"open_issues_count":0,"forks_count":6,"subscribers_count":7,"default_branch":"main","last_synced_at":"2025-05-07T18:13:34.945Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/LAION-AI.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2022-09-06T16:49:11.000Z","updated_at":"2025-04-04T03:13:33.000Z","dependencies_parsed_at":"2024-06-20T14:23:08.260Z","dependency_job_id":"38a77178-236c-41e6-b7c3-8fdba445b0eb","html_url":"https://github.com/LAION-AI/riverbed","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LAION-AI%2Friverbed","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LAION-AI%2Friverbed/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LAION-AI%2Friverbed/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LAION-AI%2Friverbed/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/LAION-AI","download_url":"https://codeload.github.com/LAION-AI/riverbed/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252931550,"owners_count":21827112,"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":"2025-05-07T18:13:39.038Z","updated_at":"2025-05-07T18:13:39.710Z","avatar_url":"https://github.com/LAION-AI.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# riverbed\nTools for content datamining and NLP at scale.\n\n## motiviation\nGiven a set of text content in human language, or code, we would like to:\n- Filter for quality, NSFW and potential illegal text\n- label and create classifiers for the content. \n- search, store and share the content to user and to other AI models \n\n\n## installation\n\n```\ngit clone https://github.com/ontocord/riverbed/\nchmod ugo+x /content/riverbed/bin/lmplz\npip install https://github.com/kpu/kenlm/archive/master.zip\npip install dataset datasets fasttext indexed_gzip whoosh transformers sentencepiece spacy nltk fast-pytorch-kmeans mmh3 tqdm\ngit clone --recursive https://github.com/seomoz/simhash-py\nrm simhash-py/simash/*.cpp\npython simhash-py/setup.py install build_ext --inplace\npip install tsnecuda==3.0.1+cu112 -f https://tsnecuda.isx.ai/tsnecuda_stable.html\npython -m spacy download en_core_web_md\npython -m nltk.downloader stopwords\n```\n\n## history\n\nOriginally written by Ontocord, LLC. Donated to LAION for the open source community.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flaion-ai%2Friverbed","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flaion-ai%2Friverbed","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flaion-ai%2Friverbed/lists"}