{"id":36910,"name":"colpali-engine","description":"The code used to train and run inference with the ColVision models, e.g. ColPali, ColQwen2, and ColSmol.","url":"https://github.com/illuin-tech/colpali","last_synced_at":"2025-09-05T07:16:26.574Z","repository":{"id":245436453,"uuid":"817877504","full_name":"illuin-tech/colpali","owner":"illuin-tech","description":"The code used to train and run inference with the ColVision models, e.g. ColPali, ColQwen2, and ColSmol.","archived":false,"fork":false,"pushed_at":"2025-08-18T07:49:38.000Z","size":751,"stargazers_count":2142,"open_issues_count":12,"forks_count":190,"subscribers_count":19,"default_branch":"main","last_synced_at":"2025-08-19T04:10:44.261Z","etag":null,"topics":["colpali","colqwen2","colsmol","information-retrieval","retrieval-augmented-generation","vision-language-model"],"latest_commit_sha":null,"homepage":"https://huggingface.co/vidore","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/illuin-tech.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2024-06-20T16:14:06.000Z","updated_at":"2025-08-18T15:22:57.000Z","dependencies_parsed_at":"2024-06-27T16:56:14.690Z","dependency_job_id":"7cfdd01d-fab0-4e05-b8a5-a4f3e9764f08","html_url":"https://github.com/illuin-tech/colpali","commit_stats":null,"previous_names":["manuelfay/colpali","illuin-tech/colpali"],"tags_count":18,"template":false,"template_full_name":null,"purl":"pkg:github/illuin-tech/colpali","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/illuin-tech","download_url":"https://codeload.github.com/illuin-tech/colpali/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273724187,"owners_count":25156483,"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","status":"online","status_checked_at":"2025-09-05T02:00:09.113Z","response_time":402,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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"}},"owner":{"login":"illuin-tech","name":"ILLUIN Technology","uuid":"26204301","kind":"organization","description":"Illuin Technology est une équipe de makers motivé·e·s par les challenges de l'IA et les nouveaux modes utilisateurs que cette intelligence permet.","email":"contact@illuin.tech","website":"www.illuin.tech","location":"Paris, France","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/26204301?v=4","repositories_count":8,"last_synced_at":"2023-03-05T21:49:11.220Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/illuin-tech","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-15T23:29:59.236Z","updated_at":"2023-03-05T21:49:11.233Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/illuin-tech","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/illuin-tech/repositories"},"packages":[{"id":10841710,"name":"colpali-engine","ecosystem":"pypi","description":"The code used to train and run inference with the ColPali architecture.","homepage":null,"licenses":"MIT License","normalized_licenses":["MIT"],"repository_url":"https://github.com/illuin-tech/colpali","keywords_array":[],"namespace":null,"versions_count":21,"first_release_published_at":"2024-08-28T15:35:40.000Z","latest_release_published_at":"2025-07-16T10:17:07.000Z","latest_release_number":"0.3.12","last_synced_at":"2025-08-19T04:04:21.672Z","created_at":"2024-08-28T15:47:56.049Z","updated_at":"2025-08-19T04:08:40.157Z","registry_url":"https://pypi.org/project/colpali-engine/","install_command":"pip install colpali-engine --index-url https://pypi.org/simple","documentation_url":"https://colpali-engine.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Intended Audience :: Developers","Intended Audience :: Science/Research","License :: OSI Approved :: MIT License","Operating System :: OS Independent","Programming Language :: Python :: 3","Topic :: Scientific/Engineering :: Artificial Intelligence"],"normalized_name":"colpali-engine","project_status":null},"repo_metadata":{"id":245436453,"uuid":"817877504","full_name":"illuin-tech/colpali","owner":"illuin-tech","description":"The code used to train and run inference with the ColVision models, e.g. ColPali, ColQwen2, and ColSmol.","archived":false,"fork":false,"pushed_at":"2025-08-08T14:55:04.000Z","size":744,"stargazers_count":2122,"open_issues_count":10,"forks_count":188,"subscribers_count":19,"default_branch":"main","last_synced_at":"2025-08-08T16:35:35.633Z","etag":null,"topics":["colpali","colqwen2","colsmol","information-retrieval","retrieval-augmented-generation","vision-language-model"],"latest_commit_sha":null,"homepage":"https://huggingface.co/vidore","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/illuin-tech.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2024-06-20T16:14:06.000Z","updated_at":"2025-08-08T14:00:54.000Z","dependencies_parsed_at":"2024-06-27T16:56:14.690Z","dependency_job_id":"7cfdd01d-fab0-4e05-b8a5-a4f3e9764f08","html_url":"https://github.com/illuin-tech/colpali","commit_stats":null,"previous_names":["manuelfay/colpali","illuin-tech/colpali"],"tags_count":18,"template":false,"template_full_name":null,"purl":"pkg:github/illuin-tech/colpali","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/illuin-tech","download_url":"https://codeload.github.com/illuin-tech/colpali/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":271097689,"owners_count":24698738,"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","status":"online","status_checked_at":"2025-08-19T02:00:09.176Z","response_time":63,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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"},"owner_record":{"login":"illuin-tech","name":"ILLUIN Technology","uuid":"26204301","kind":"organization","description":"Illuin Technology est une équipe de makers motivé·e·s par les challenges de l'IA et les nouveaux modes utilisateurs que cette intelligence permet.","email":"contact@illuin.tech","website":"www.illuin.tech","location":"Paris, France","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/26204301?v=4","repositories_count":8,"last_synced_at":"2023-03-05T21:49:11.220Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/illuin-tech","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-15T23:29:59.236Z","updated_at":"2023-03-05T21:49:11.233Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/illuin-tech","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/illuin-tech/repositories"},"tags":[{"name":"v0.3.12","sha":"97e389a5ca83becbac51eee2dc5cb9967adc8b5e","kind":"commit","published_at":"2025-07-16T10:15:11.000Z","download_url":"https://codeload.github.com/illuin-tech/colpali/tar.gz/v0.3.12","html_url":"https://github.com/illuin-tech/colpali/releases/tag/v0.3.12","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/illuin-tech/colpali@v0.3.12","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.3.12","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.3.12/manifests"},{"name":"v0.3.11","sha":"0fcbe49a225b54a5b80b2a70dda3248f7de852f2","kind":"commit","published_at":"2025-07-04T16:21:37.000Z","download_url":"https://codeload.github.com/illuin-tech/colpali/tar.gz/v0.3.11","html_url":"https://github.com/illuin-tech/colpali/releases/tag/v0.3.11","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/illuin-tech/colpali@v0.3.11","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.3.11","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.3.11/manifests"},{"name":"v0.3.10","sha":"cae32d372ce8ce40363f50283d81760d1e301424","kind":"commit","published_at":"2025-04-18T16:48:55.000Z","download_url":"https://codeload.github.com/illuin-tech/colpali/tar.gz/v0.3.10","html_url":"https://github.com/illuin-tech/colpali/releases/tag/v0.3.10","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/illuin-tech/colpali@v0.3.10","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.3.10","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.3.10/manifests"},{"name":"v0.3.9","sha":"5b1b912cd0d0bb67ffa11b92fd298c4df70597c0","kind":"commit","published_at":"2025-04-03T15:31:36.000Z","download_url":"https://codeload.github.com/illuin-tech/colpali/tar.gz/v0.3.9","html_url":"https://github.com/illuin-tech/colpali/releases/tag/v0.3.9","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/illuin-tech/colpali@v0.3.9","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.3.9","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.3.9/manifests"},{"name":"v0.3.8","sha":"59e94a92790b67bd60507608c3115a2e48f83a07","kind":"commit","published_at":"2025-01-29T09:15:31.000Z","download_url":"https://codeload.github.com/illuin-tech/colpali/tar.gz/v0.3.8","html_url":"https://github.com/illuin-tech/colpali/releases/tag/v0.3.8","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/illuin-tech/colpali@v0.3.8","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.3.8","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.3.8/manifests"},{"name":"v0.3.7","sha":"abe8fa0394788fd34c454899f399d86a85ab5191","kind":"commit","published_at":"2025-01-28T14:28:19.000Z","download_url":"https://codeload.github.com/illuin-tech/colpali/tar.gz/v0.3.7","html_url":"https://github.com/illuin-tech/colpali/releases/tag/v0.3.7","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/illuin-tech/colpali@v0.3.7","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.3.7","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.3.7/manifests"},{"name":"v0.3.6","sha":"0bf8c4dac764ba131ddc9c96001f1968fbdd56f3","kind":"commit","published_at":"2025-01-10T14:26:38.000Z","download_url":"https://codeload.github.com/illuin-tech/colpali/tar.gz/v0.3.6","html_url":"https://github.com/illuin-tech/colpali/releases/tag/v0.3.6","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/illuin-tech/colpali@v0.3.6","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.3.6","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.3.6/manifests"},{"name":"v0.3.5","sha":"db3d00ea97131241714bf046a09ee5bb653a52a5","kind":"commit","published_at":"2024-12-13T10:45:32.000Z","download_url":"https://codeload.github.com/illuin-tech/colpali/tar.gz/v0.3.5","html_url":"https://github.com/illuin-tech/colpali/releases/tag/v0.3.5","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/illuin-tech/colpali@v0.3.5","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.3.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.3.5/manifests"},{"name":"v0.3.4","sha":"9bdcb8aa831711014199b9acd031a56cba37638e","kind":"commit","published_at":"2024-11-07T15:43:34.000Z","download_url":"https://codeload.github.com/illuin-tech/colpali/tar.gz/v0.3.4","html_url":"https://github.com/illuin-tech/colpali/releases/tag/v0.3.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/illuin-tech/colpali@v0.3.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.3.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.3.4/manifests"},{"name":"v0.3.3","sha":"831666f0a3a97d4eda28fd5d6fd8c5441f7a85ec","kind":"commit","published_at":"2024-10-29T16:07:51.000Z","download_url":"https://codeload.github.com/illuin-tech/colpali/tar.gz/v0.3.3","html_url":"https://github.com/illuin-tech/colpali/releases/tag/v0.3.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/illuin-tech/colpali@v0.3.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.3.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.3.3/manifests"},{"name":"v0.3.2","sha":"347ab05e5a44584027e84e8fbb8b98fe92cbf103","kind":"commit","published_at":"2024-10-17T08:32:33.000Z","download_url":"https://codeload.github.com/illuin-tech/colpali/tar.gz/v0.3.2","html_url":"https://github.com/illuin-tech/colpali/releases/tag/v0.3.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/illuin-tech/colpali@v0.3.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.3.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.3.2/manifests"},{"name":"v0.3.1","sha":"782edcd50108d1842d154730ad3ce72476a2d17d","kind":"commit","published_at":"2024-09-27T12:46:31.000Z","download_url":"https://codeload.github.com/illuin-tech/colpali/tar.gz/v0.3.1","html_url":"https://github.com/illuin-tech/colpali/releases/tag/v0.3.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/illuin-tech/colpali@v0.3.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.3.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.3.1/manifests"},{"name":"v0.3.0","sha":"f48416142409b7d5fbb50a3b3de91284c5abbe7d","kind":"commit","published_at":"2024-09-10T15:06:41.000Z","download_url":"https://codeload.github.com/illuin-tech/colpali/tar.gz/v0.3.0","html_url":"https://github.com/illuin-tech/colpali/releases/tag/v0.3.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/illuin-tech/colpali@v0.3.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.3.0/manifests"},{"name":"v0.2.2","sha":"0594729268564a679b95e77fb9de99df60caa5ce","kind":"commit","published_at":"2024-09-06T10:40:36.000Z","download_url":"https://codeload.github.com/illuin-tech/colpali/tar.gz/v0.2.2","html_url":"https://github.com/illuin-tech/colpali/releases/tag/v0.2.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/illuin-tech/colpali@v0.2.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.2.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.2.2/manifests"},{"name":"v0.2.1","sha":"776eeea2d3fbc2d267ab4add844a20f68e7cadc1","kind":"commit","published_at":"2024-09-02T13:55:37.000Z","download_url":"https://codeload.github.com/illuin-tech/colpali/tar.gz/v0.2.1","html_url":"https://github.com/illuin-tech/colpali/releases/tag/v0.2.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/illuin-tech/colpali@v0.2.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.2.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.2.1/manifests"},{"name":"v0.2.0","sha":"f96126330b222ed90513cca3ca58afbc9774dd81","kind":"commit","published_at":"2024-08-29T10:00:01.000Z","download_url":"https://codeload.github.com/illuin-tech/colpali/tar.gz/v0.2.0","html_url":"https://github.com/illuin-tech/colpali/releases/tag/v0.2.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/illuin-tech/colpali@v0.2.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.2.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.2.0/manifests"},{"name":"v0.1.1","sha":"270954aadc2fec63d14193c1ef9e46e939ecc418","kind":"commit","published_at":"2024-08-29T09:15:39.000Z","download_url":"https://codeload.github.com/illuin-tech/colpali/tar.gz/v0.1.1","html_url":"https://github.com/illuin-tech/colpali/releases/tag/v0.1.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/illuin-tech/colpali@v0.1.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.1.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.1.1/manifests"},{"name":"v0.1.0","sha":"bd55e88c7af7069dde943f00665181fb94631cdd","kind":"commit","published_at":"2024-08-28T15:25:42.000Z","download_url":"https://codeload.github.com/illuin-tech/colpali/tar.gz/v0.1.0","html_url":"https://github.com/illuin-tech/colpali/releases/tag/v0.1.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/illuin-tech/colpali@v0.1.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/tags/v0.1.0/manifests"}]},"repo_metadata_updated_at":"2025-08-19T04:08:40.156Z","dependent_packages_count":0,"downloads":40824,"downloads_period":"last-month","dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":58.63784797601149,"dependent_packages_count":10.416878724217279,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":34.527363350114385},"purl":"pkg:pypi/colpali-engine","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/colpali-engine","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/colpali-engine","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/colpali-engine/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-07-16T12:38:46.647Z","issues_count":129,"pull_requests_count":171,"avg_time_to_close_issue":615107.0,"avg_time_to_close_pull_request":464280.3233532934,"issues_closed_count":124,"pull_requests_closed_count":167,"pull_request_authors_count":30,"issue_authors_count":96,"avg_comments_per_issue":3.2635658914728682,"avg_comments_per_pull_request":0.6783625730994152,"merged_pull_requests_count":142,"bot_issues_count":0,"bot_pull_requests_count":5,"past_year_issues_count":128,"past_year_pull_requests_count":170,"past_year_avg_time_to_close_issue":619678.9512195121,"past_year_avg_time_to_close_pull_request":467077.0301204819,"past_year_issues_closed_count":123,"past_year_pull_requests_closed_count":166,"past_year_pull_request_authors_count":30,"past_year_issue_authors_count":95,"past_year_avg_comments_per_issue":3.2734375,"past_year_avg_comments_per_pull_request":0.6823529411764706,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":5,"past_year_merged_pull_requests_count":141,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/issues","maintainers":[{"login":"tonywu71","count":75,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/tonywu71"},{"login":"ManuelFay","count":51,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/ManuelFay"},{"login":"antonioloison","count":7,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/antonioloison"},{"login":"QuentinJGMace","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/QuentinJGMace"},{"login":"paultltc","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/paultltc"}],"active_maintainers":[{"login":"tonywu71","count":75,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/tonywu71"},{"login":"ManuelFay","count":47,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/ManuelFay"},{"login":"antonioloison","count":7,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/antonioloison"},{"login":"QuentinJGMace","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/QuentinJGMace"},{"login":"paultltc","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/paultltc"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/colpali-engine/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/colpali-engine/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/colpali-engine/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/colpali-engine/related_packages","maintainers":[{"uuid":"illuin","login":"illuin","name":null,"email":null,"url":null,"packages_count":5,"html_url":"https://pypi.org/user/illuin/","role":"Owner","created_at":"2025-02-13T08:31:44.846Z","updated_at":"2025-02-13T08:31:44.846Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/illuin/packages"},{"uuid":"tonywu71","login":"tonywu71","name":null,"email":null,"url":null,"packages_count":3,"html_url":"https://pypi.org/user/tonywu71/","role":null,"created_at":"2024-08-28T15:49:43.383Z","updated_at":"2024-08-28T15:49:43.383Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/tonywu71/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":725013,"maintainers_count":308331,"namespaces_count":0,"keywords_count":238006,"github":"pypi","metadata":{"funded_packages_count":50519},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-05T05:40:58.860Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/namespaces"}}],"commits":{"id":6923831,"full_name":"illuin-tech/colpali","default_branch":"main","committers":[{"name":"Tony Wu","email":"28306721+tonywu71","login":"tonywu71","count":98},{"name":"ManuelFay","email":"manuel.faysse@illuin.tech","login":"ManuelFay","count":72},{"name":"Antonio Loison","email":"antonio.loison@illuin.tech","login":"antonioloison","count":4},{"name":"QuentinJGMace","email":"95310069+QuentinJGMace","login":"QuentinJGMace","count":3},{"name":"Kyryl Truskovskyi","email":"truskovskiyk@gmail.com","login":"truskovskiyk","count":2},{"name":"Pablo Hernandez Leal","email":"pablohernandezleal@Pablos-MacBook-Pro-2.local","login":null,"count":1},{"name":"Akshay Ballal","email":"61191840+akshayballal95","login":"akshayballal95","count":1},{"name":"Chris Levy","email":"christopher@dashhudson.com","login":"DrChrisLevy","count":1},{"name":"Daniel van Strien","email":"davanstrien","login":"davanstrien","count":1},{"name":"Ethan Steininger","email":"esteininger21@gmail.com","login":"esteininger","count":1},{"name":"Jaykumaran R","email":"60032500+Jaykumaran","login":"Jaykumaran","count":1},{"name":"Jonathan Adly","email":"gadly0123@gmail.com","login":"Jonathan-Adly","count":1},{"name":"Juan Ovalle","email":"70274018+jjovalle99","login":"jjovalle99","count":1},{"name":"Mitul Kataria","email":"53906546+kmitul","login":"kmitul","count":1},{"name":"Rene Leonhardt","email":"65483435+reneleonhardt","login":"reneleonhardt","count":1},{"name":"Saba Sturua","email":"45267439+jupyterjazz","login":"jupyterjazz","count":1},{"name":"Sabrina Aquino","email":"77522207+sabrinaaquino","login":"sabrinaaquino","count":1},{"name":"Sergio Paniego Blanco","email":"sergiopaniegoblanco@gmail.com","login":"sergiopaniego","count":1},{"name":"Suman Debnath","email":"56056673+debnsuma","login":"debnsuma","count":1},{"name":"Tat Trong Vu","email":"66179376+tattrongvu","login":"tattrongvu","count":1},{"name":"brian-ogrady","email":"brian.ogrady@datastax.com","login":"brian-ogrady","count":1},{"name":"dependabot[bot]","email":"49699333+dependabot[bot]","login":"dependabot[bot]","count":1}],"total_commits":196,"total_committers":22,"total_bot_commits":1,"total_bot_committers":1,"mean_commits":8.909090909090908,"dds":0.5,"past_year_committers":[{"name":"Tony Wu","email":"28306721+tonywu71","login":"tonywu71","count":98},{"name":"ManuelFay","email":"manuel.faysse@illuin.tech","login":"ManuelFay","count":72},{"name":"Antonio Loison","email":"antonio.loison@illuin.tech","login":"antonioloison","count":4},{"name":"QuentinJGMace","email":"95310069+QuentinJGMace","login":"QuentinJGMace","count":3},{"name":"Kyryl Truskovskyi","email":"truskovskiyk@gmail.com","login":"truskovskiyk","count":2},{"name":"Pablo Hernandez Leal","email":"pablohernandezleal@Pablos-MacBook-Pro-2.local","login":null,"count":1},{"name":"Akshay Ballal","email":"61191840+akshayballal95","login":"akshayballal95","count":1},{"name":"Chris Levy","email":"christopher@dashhudson.com","login":"DrChrisLevy","count":1},{"name":"Daniel van Strien","email":"davanstrien","login":"davanstrien","count":1},{"name":"Ethan Steininger","email":"esteininger21@gmail.com","login":"esteininger","count":1},{"name":"Jaykumaran R","email":"60032500+Jaykumaran","login":"Jaykumaran","count":1},{"name":"Jonathan Adly","email":"gadly0123@gmail.com","login":"Jonathan-Adly","count":1},{"name":"Juan Ovalle","email":"70274018+jjovalle99","login":"jjovalle99","count":1},{"name":"Mitul Kataria","email":"53906546+kmitul","login":"kmitul","count":1},{"name":"Rene Leonhardt","email":"65483435+reneleonhardt","login":"reneleonhardt","count":1},{"name":"Saba Sturua","email":"45267439+jupyterjazz","login":"jupyterjazz","count":1},{"name":"Sabrina Aquino","email":"77522207+sabrinaaquino","login":"sabrinaaquino","count":1},{"name":"Sergio Paniego Blanco","email":"sergiopaniegoblanco@gmail.com","login":"sergiopaniego","count":1},{"name":"Suman Debnath","email":"56056673+debnsuma","login":"debnsuma","count":1},{"name":"Tat Trong Vu","email":"66179376+tattrongvu","login":"tattrongvu","count":1},{"name":"brian-ogrady","email":"brian.ogrady@datastax.com","login":"brian-ogrady","count":1},{"name":"dependabot[bot]","email":"49699333+dependabot[bot]","login":"dependabot[bot]","count":1}],"past_year_total_commits":196,"past_year_total_committers":22,"past_year_total_bot_commits":1,"past_year_total_bot_committers":1,"past_year_mean_commits":8.909090909090908,"past_year_dds":0.5,"last_synced_at":"2025-05-14T16:56:49.389Z","last_synced_commit":"6f126a136c22d2230a5557eb809dd9134277e1f6","created_at":"2024-11-27T21:15:49.801Z","updated_at":"2025-05-14T16:56:49.455Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.343Z","repositories_count":5480019,"commits_count":853389012,"contributors_count":31098138,"owners_count":906558,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues_stats":{"full_name":"illuin-tech/colpali","html_url":"https://github.com/illuin-tech/colpali","last_synced_at":"2025-09-04T05:09:08.505Z","status":null,"issues_count":141,"pull_requests_count":312,"avg_time_to_close_issue":544506.2105263158,"avg_time_to_close_pull_request":407019.2747252747,"issues_closed_count":114,"pull_requests_closed_count":273,"pull_request_authors_count":30,"issue_authors_count":104,"avg_comments_per_issue":2.1134751773049647,"avg_comments_per_pull_request":0.5801282051282052,"merged_pull_requests_count":233,"bot_issues_count":0,"bot_pull_requests_count":14,"past_year_issues_count":121,"past_year_pull_requests_count":291,"past_year_avg_time_to_close_issue":586337.6326530612,"past_year_avg_time_to_close_pull_request":413284.53937007877,"past_year_issues_closed_count":98,"past_year_pull_requests_closed_count":254,"past_year_pull_request_authors_count":28,"past_year_issue_authors_count":90,"past_year_avg_comments_per_issue":1.9752066115702478,"past_year_avg_comments_per_pull_request":0.6013745704467354,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":14,"past_year_merged_pull_requests_count":216,"created_at":"2024-11-27T21:15:51.081Z","updated_at":"2025-09-04T05:09:08.506Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/illuin-tech%2Fcolpali/issues","issue_labels_count":{"bug":1,"documentation":1},"pull_request_labels_count":{"enhancement":32,"bug":21,"community section":17,"documentation":15,"dependencies":14,"python":13,"new model":10,"github_actions":1},"issue_author_associations_count":{"NONE":132,"CONTRIBUTOR":6,"COLLABORATOR":3},"pull_request_author_associations_count":{"COLLABORATOR":249,"CONTRIBUTOR":35,"NONE":28},"issue_authors":{"Jaykumaran":5,"cqray1990":4,"jvlinsta":4,"michaelfeil":4,"VickiCui":3,"chakka-guna-sekhar-venkata-chennaiah":3,"kubni":3,"muazhari":3,"Just-jyf":2,"contrebande-labs":2,"NIHALPATTANSHETTY":2,"CommissarSilver":2,"efenocchi":2,"VoVAllen":2,"DrChrisLevy":2,"galleon":2,"YiJunSachs":2,"ManuelFay":2,"vicaasas":2,"Lbaiall":2,"roipony":2,"hannah348":2,"sky-2002":2,"iamkhalidbashir":2,"jupyterjazz":1,"oxpie":1,"d-rau":1,"kiendn1":1,"rishabhm12":1,"groklab":1,"SEWINT":1,"SALLYUNK":1,"plamb-viso":1,"tonywu71":1,"nicolofranceschi":1,"lmmlzn":1,"FanZhang91":1,"freeEntropy":1,"cnkoralli":1,"louis030195":1,"nuschandra":1,"canxue-123":1,"GriffithV":1,"Huangsz2021":1,"frieda-huang":1,"j-min":1,"ArnavAgrawal03":1,"jtourille":1,"tianjingyunsheng":1,"steve-marmalade":1,"Ray-Lei-17":1,"whisper-bye":1,"akshaydigheQ":1,"nico2rdj":1,"poojitha892":1,"naanaldev3":1,"DeadLining":1,"AndRossi":1,"akshayballal95":1,"CooFlow":1,"lukiod":1,"warm345":1,"cfhammill":1,"Papz2k":1,"manav-glean":1,"Li-Jinsong":1,"DebopamParam":1,"rbhatia46":1,"peterbonnesoeur":1,"QiyiJiang":1,"xinyiyang7":1,"Jonathan-Adly":1,"xdevfaheem":1,"venki-lfc":1,"paniabhisek":1,"StupidBuluchacha":1,"adityamiskin":1,"NielsRogge":1,"Tironi":1,"ELigoP":1,"pablohl":1,"cyrilzakka":1,"MartinPicc":1,"RahulNET":1,"tilo-schroeder":1,"xinyanghuang7":1,"mansimov":1,"kacperlukawski":1,"UCASlemontea":1,"AhmedMasryKU":1,"zhenzhenzhizhi":1,"HK-Victor-AI":1,"galtay":1,"qxzha":1,"tikboaHIT":1,"AdiscoUSR":1,"reneleonhardt":1,"skyxiaobai":1,"j1cken":1,"IeohMingChan":1,"jbellis":1,"XMHZZ2018":1,"BurakHasircioglu":1,"maxjeblick":1},"pull_request_authors":{"tonywu71":136,"ManuelFay":91,"dependabot[bot]":14,"antonioloison":12,"QuentinJGMace":8,"truskovskiyk":4,"akshayballal95":3,"rootonchair":3,"brian-ogrady":2,"velaia":2,"Ray-Lei-17":2,"sabrinaaquino":2,"davanstrien":2,"pablohl":2,"noelfranthomas":2,"paultltc":2,"kmitul":2,"reneleonhardt":2,"sergiopaniego":2,"jbellis":2,"tattrongvu":2,"esteininger":2,"Jonathan-Adly":2,"jupyterjazz":2,"galleon":2,"Jaykumaran":2,"jjovalle99":2,"DrChrisLevy":1,"debnsuma":1,"efenocchi":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-04T00:00:25.939Z","repositories_count":10077389,"issues_count":31296582,"pull_requests_count":95963944,"authors_count":10692477,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{"bug":1,"documentation":1},"past_year_pull_request_labels_count":{"enhancement":32,"bug":21,"community section":17,"documentation":15,"dependencies":14,"python":13,"new model":10,"github_actions":1},"past_year_issue_author_associations_count":{"NONE":111,"CONTRIBUTOR":6,"COLLABORATOR":3},"past_year_pull_request_author_associations_count":{"COLLABORATOR":232,"CONTRIBUTOR":34,"NONE":25},"past_year_issue_authors":{"Jaykumaran":5,"jvlinsta":4,"cqray1990":4,"michaelfeil":4,"kubni":3,"muazhari":3,"VickiCui":3,"chakka-guna-sekhar-venkata-chennaiah":3,"ManuelFay":2,"roipony":2,"CommissarSilver":2,"NIHALPATTANSHETTY":2,"iamkhalidbashir":2,"vicaasas":2,"DrChrisLevy":2,"galleon":2,"YiJunSachs":2,"Just-jyf":2,"reneleonhardt":1,"rbhatia46":1,"Ray-Lei-17":1,"qxzha":1,"QiyiJiang":1,"plamb-viso":1,"nicolofranceschi":1,"peterbonnesoeur":1,"Papz2k":1,"NielsRogge":1,"oxpie":1,"nuschandra":1,"zhenzhenzhizhi":1,"XMHZZ2018":1,"xinyiyang7":1,"xinyanghuang7":1,"xdevfaheem":1,"whisper-bye":1,"warm345":1,"VoVAllen":1,"venki-lfc":1,"tonywu71":1,"Tironi":1,"tilo-schroeder":1,"tikboaHIT":1,"tianjingyunsheng":1,"StupidBuluchacha":1,"steve-marmalade":1,"skyxiaobai":1,"SEWINT":1,"SALLYUNK":1,"rishabhm12":1,"maxjeblick":1,"frieda-huang":1,"freeEntropy":1,"FanZhang91":1,"ELigoP":1,"efenocchi":1,"d-rau":1,"DebopamParam":1,"DeadLining":1,"cyrilzakka":1,"CooFlow":1,"cnkoralli":1,"cfhammill":1,"canxue-123":1,"BurakHasircioglu":1,"ArnavAgrawal03":1,"AndRossi":1,"akshaydigheQ":1,"akshayballal95":1,"AhmedMasryKU":1,"MartinPicc":1,"mansimov":1,"manav-glean":1,"lukiod":1,"louis030195":1,"lmmlzn":1,"Li-Jinsong":1,"Lbaiall":1,"kiendn1":1,"kacperlukawski":1,"jupyterjazz":1,"jtourille":1,"Jonathan-Adly":1,"jbellis":1,"j1cken":1,"IeohMingChan":1,"Huangsz2021":1,"HK-Victor-AI":1,"groklab":1},"past_year_pull_request_authors":{"tonywu71":129,"ManuelFay":81,"dependabot[bot]":14,"antonioloison":12,"QuentinJGMace":8,"truskovskiyk":4,"akshayballal95":3,"rootonchair":3,"jupyterjazz":2,"davanstrien":2,"sabrinaaquino":2,"Ray-Lei-17":2,"sergiopaniego":2,"velaia":2,"paultltc":2,"brian-ogrady":2,"galleon":2,"reneleonhardt":2,"noelfranthomas":2,"jbellis":2,"tattrongvu":2,"esteininger":2,"Jaykumaran":2,"jjovalle99":2,"Jonathan-Adly":2,"debnsuma":1,"DrChrisLevy":1,"efenocchi":1},"maintainers":[{"login":"tonywu71","count":137,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/tonywu71"},{"login":"ManuelFay","count":93,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/ManuelFay"},{"login":"antonioloison","count":12,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/antonioloison"},{"login":"QuentinJGMace","count":8,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/QuentinJGMace"},{"login":"paultltc","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/paultltc"}],"active_maintainers":[{"login":"tonywu71","count":130,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/tonywu71"},{"login":"ManuelFay","count":83,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/ManuelFay"},{"login":"antonioloison","count":12,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/antonioloison"},{"login":"QuentinJGMace","count":8,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/QuentinJGMace"},{"login":"paultltc","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/paultltc"}]},"events":null,"keywords":["colpali","colqwen2","colsmol","information-retrieval","retrieval-augmented-generation","vision-language-model"],"dependencies":[{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2024-06-22T05:02:23.328Z","updated_at":"2024-06-22T05:02:23.328Z","repository_link":"https://github.com/illuin-tech/colpali/blob/main/pyproject.toml","dependencies":[{"id":18745597759,"package_name":"accelerate","ecosystem":"pypi","requirements":"==0.30.1","direct":true,"kind":"runtime","optional":false},{"id":18745597760,"package_name":"configue","ecosystem":"pypi","requirements":"==5.0.0","direct":true,"kind":"runtime","optional":false},{"id":18745597761,"package_name":"datasets","ecosystem":"pypi","requirements":"==2.19.1","direct":true,"kind":"runtime","optional":false},{"id":18745597762,"package_name":"peft","ecosystem":"pypi","requirements":"==0.11.1","direct":true,"kind":"runtime","optional":false},{"id":18745597763,"package_name":"torch","ecosystem":"pypi","requirements":"\u003e=2.2.0","direct":true,"kind":"runtime","optional":false},{"id":18745597764,"package_name":"transformers","ecosystem":"pypi","requirements":"\u003e=4.41.1","direct":true,"kind":"runtime","optional":false},{"id":18745597765,"package_name":"typer","ecosystem":"pypi","requirements":"==0.12.3","direct":true,"kind":"runtime","optional":false},{"id":18745597766,"package_name":"mteb","ecosystem":"pypi","requirements":"\u003e=1.12.22","direct":true,"kind":"runtime","optional":false},{"id":18745597767,"package_name":"bitsandbytes","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2024-06-22T05:02:23.814Z","updated_at":"2024-06-22T05:02:23.814Z","repository_link":"https://github.com/illuin-tech/colpali/blob/main/requirements.txt","dependencies":[{"id":18745597773,"package_name":"black","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":18745597774,"package_name":"pytest","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]}],"score":21.383198723408178,"created_at":"2025-09-04T15:51:10.567Z","updated_at":"2025-10-07T08:15:13.674Z","avatar_url":"https://github.com/illuin-tech.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":40824,"funding_links":[],"readme_doi_urls":["https://doi.org/10.48550/arXiv.2409.14683","https://doi.org/10.48550/arXiv.2407.01449"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["transformer","cryptocurrency","rag","multi-agents","application","agents","interactive","jax","cryptography","interpretability"],"project_url":"https://science.ecosyste.ms/api/v1/projects/36910","html_url":"https://science.ecosyste.ms/projects/36910","bibtex_url":"https://science.ecosyste.ms/projects/36910/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/36910/export.apalike"}