{"id":125153,"url":"https://github.com/ray-project/llm-applications","last_synced_at":"2026-10-05T16:35:30.137Z","repository":{"id":188625184,"uuid":"679091311","full_name":"ray-project/llm-applications","owner":"ray-project","description":"A comprehensive guide to building RAG-based LLM applications for production.","archived":false,"fork":false,"pushed_at":"2026-08-15T00:14:04.000Z","size":31165,"stargazers_count":1860,"open_issues_count":15,"forks_count":258,"subscribers_count":16,"default_branch":"main","last_synced_at":"2026-09-30T14:42:30.735Z","etag":null,"topics":["anyscale","fine-tuning","llama2","llms","machine-learning","openai","ray","serving"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"cc-by-4.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ray-project.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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"claude":null,"gemini":null,"cursor":null,"copilot":null,"dco":null,"cla":null,"disclosure":null}},"created_at":"2023-08-16T04:41:26.000Z","updated_at":"2026-09-29T15:26:52.000Z","dependencies_parsed_at":"2026-08-24T00:38:00.863Z","dependency_job_id":"2b68c835-ccde-46a9-ba05-4fb5bb8b0641","html_url":"https://github.com/ray-project/llm-applications","commit_stats":{"total_commits":86,"total_committers":5,"mean_commits":17.2,"dds":"0.40697674418604646","last_synced_commit":"2044d3faac9489379d3af5f555bbc36c4d7b33f6"},"previous_names":["ray-project/llm-applications"],"tags_count":9,"template":false,"template_full_name":null,"purl":"pkg:github/ray-project/llm-applications","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ray-project","download_url":"https://codeload.github.com/ray-project/llm-applications/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":342085742,"owners_count":37903452,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-08-22T15:14:58.755Z","status":"online","status_checked_at":"2026-10-01T02:00:06.691Z","response_time":59,"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":"ray-project","name":"ray-project","uuid":"22125274","kind":"organization","description":"","email":null,"website":"https://docs.ray.io","location":null,"twitter":"raydistributed","company":null,"icon_url":"https://avatars.githubusercontent.com/u/22125274?v=4","repositories_count":128,"last_synced_at":"2026-10-02T16:56:46.762Z","metadata":{"has_sponsors_listing":false,"funding":null},"html_url":"https://github.com/ray-project","funding_links":[],"total_stars":59835,"followers":1845,"following":0,"created_at":"2022-11-06T01:38:42.723Z","updated_at":"2026-10-02T16:56:46.922Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ray-project","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ray-project/repositories"},"packages":[{"id":15433045,"name":"github.com/ray-project/llm-applications","ecosystem":"go","description":null,"homepage":null,"licenses":"cc-by-4.0","normalized_licenses":["CC-BY-4.0"],"repository_url":"https://github.com/ray-project/llm-applications","keywords_array":[],"namespace":null,"versions_count":9,"first_release_published_at":"2026-09-23T12:21:35.203Z","latest_release_published_at":"2023-09-17T19:21:42.000Z","latest_release_number":"v0.0.9","last_synced_at":"2026-10-04T16:05:47.007Z","created_at":"2026-09-23T12:21:34.023Z","updated_at":"2026-10-04T16:05:47.008Z","registry_url":"https://pkg.go.dev/github.com/ray-project/llm-applications","install_command":"go get github.com/ray-project/llm-applications","documentation_url":"https://pkg.go.dev/github.com/ray-project/llm-applications#section-documentation","metadata":{},"repo_metadata":{"id":188625184,"uuid":"679091311","full_name":"ray-project/llm-applications","owner":"ray-project","description":"A comprehensive guide to building RAG-based LLM applications for production.","archived":false,"fork":false,"pushed_at":"2026-08-15T00:14:04.000Z","size":31165,"stargazers_count":1859,"open_issues_count":15,"forks_count":258,"subscribers_count":16,"default_branch":"main","last_synced_at":"2026-09-22T17:53:55.314Z","etag":null,"topics":["anyscale","fine-tuning","llama2","llms","machine-learning","openai","ray","serving"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"cc-by-4.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ray-project.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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"claude":null,"gemini":null,"cursor":null,"copilot":null,"dco":null,"cla":null,"disclosure":null}},"created_at":"2023-08-16T04:41:26.000Z","updated_at":"2026-09-22T16:30:02.000Z","dependencies_parsed_at":"2026-08-24T00:38:00.863Z","dependency_job_id":"2b68c835-ccde-46a9-ba05-4fb5bb8b0641","html_url":"https://github.com/ray-project/llm-applications","commit_stats":{"total_commits":86,"total_committers":5,"mean_commits":17.2,"dds":"0.40697674418604646","last_synced_commit":"2044d3faac9489379d3af5f555bbc36c4d7b33f6"},"previous_names":["ray-project/llm-applications"],"tags_count":9,"template":false,"template_full_name":null,"purl":"pkg:github/ray-project/llm-applications","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ray-project","download_url":"https://codeload.github.com/ray-project/llm-applications/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":341189360,"owners_count":37604199,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-08-22T15:14:58.755Z","status":"online","status_checked_at":"2026-09-22T02:00:07.665Z","response_time":55,"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":"ray-project","name":"ray-project","uuid":"22125274","kind":"organization","description":"","email":null,"website":"https://docs.ray.io","location":null,"twitter":"raydistributed","company":null,"icon_url":"https://avatars.githubusercontent.com/u/22125274?v=4","repositories_count":119,"last_synced_at":"2026-09-25T05:30:25.839Z","metadata":{"has_sponsors_listing":false,"funding":null},"html_url":"https://github.com/ray-project","funding_links":[],"total_stars":59768,"followers":1839,"following":0,"created_at":"2022-11-06T01:38:42.723Z","updated_at":"2026-09-25T05:30:25.849Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ray-project","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ray-project/repositories"},"tags":[{"name":"v0.0.9","sha":"3cbfe26394bf5e5b53f9c4892dcf2cca11c89166","kind":"commit","published_at":"2023-09-17T19:21:42.000Z","download_url":"https://codeload.github.com/ray-project/llm-applications/tar.gz/v0.0.9","html_url":"https://github.com/ray-project/llm-applications/releases/tag/v0.0.9","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/ray-project/llm-applications@v0.0.9","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications/tags/v0.0.9","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications/tags/v0.0.9/manifests"},{"name":"v0.0.8","sha":"428e2395e404be58b0290a19c604d19d15e7309c","kind":"commit","published_at":"2023-09-01T02:24:03.000Z","download_url":"https://codeload.github.com/ray-project/llm-applications/tar.gz/v0.0.8","html_url":"https://github.com/ray-project/llm-applications/releases/tag/v0.0.8","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/ray-project/llm-applications@v0.0.8","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications/tags/v0.0.8","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications/tags/v0.0.8/manifests"},{"name":"v0.0.7","sha":"500a1f63d4a00da14ff5edbcd667ec0440e18ef3","kind":"commit","published_at":"2023-08-25T00:39:33.000Z","download_url":"https://codeload.github.com/ray-project/llm-applications/tar.gz/v0.0.7","html_url":"https://github.com/ray-project/llm-applications/releases/tag/v0.0.7","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/ray-project/llm-applications@v0.0.7","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications/tags/v0.0.7","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications/tags/v0.0.7/manifests"},{"name":"v0.0.6","sha":"81f629af25cdeeff774dd8003cce0d584b2f9bba","kind":"commit","published_at":"2023-08-25T00:09:18.000Z","download_url":"https://codeload.github.com/ray-project/llm-applications/tar.gz/v0.0.6","html_url":"https://github.com/ray-project/llm-applications/releases/tag/v0.0.6","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/ray-project/llm-applications@v0.0.6","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications/tags/v0.0.6","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications/tags/v0.0.6/manifests"},{"name":"v0.0.5","sha":"9d1315193556b3da76553765c3449c011362e689","kind":"commit","published_at":"2023-08-24T23:58:35.000Z","download_url":"https://codeload.github.com/ray-project/llm-applications/tar.gz/v0.0.5","html_url":"https://github.com/ray-project/llm-applications/releases/tag/v0.0.5","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/ray-project/llm-applications@v0.0.5","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications/tags/v0.0.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications/tags/v0.0.5/manifests"},{"name":"v0.0.4","sha":"5fa005c417f2144d1a45c099a0ca3d861b2e17cd","kind":"commit","published_at":"2023-08-24T23:46:46.000Z","download_url":"https://codeload.github.com/ray-project/llm-applications/tar.gz/v0.0.4","html_url":"https://github.com/ray-project/llm-applications/releases/tag/v0.0.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/ray-project/llm-applications@v0.0.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications/tags/v0.0.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications/tags/v0.0.4/manifests"},{"name":"v0.0.3","sha":"289cebab7b6194e190b71e4e11a56457f0799829","kind":"commit","published_at":"2023-08-24T23:34:46.000Z","download_url":"https://codeload.github.com/ray-project/llm-applications/tar.gz/v0.0.3","html_url":"https://github.com/ray-project/llm-applications/releases/tag/v0.0.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/ray-project/llm-applications@v0.0.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications/tags/v0.0.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications/tags/v0.0.3/manifests"},{"name":"v0.0.2","sha":"f45b305a24a894e6b9f37555451ce1f66bd291a5","kind":"commit","published_at":"2023-08-24T21:26:23.000Z","download_url":"https://codeload.github.com/ray-project/llm-applications/tar.gz/v0.0.2","html_url":"https://github.com/ray-project/llm-applications/releases/tag/v0.0.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/ray-project/llm-applications@v0.0.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications/tags/v0.0.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications/tags/v0.0.2/manifests"},{"name":"v0.0.1","sha":"e99f095f06f834af0b655ac2cbe650ff9199592a","kind":"commit","published_at":"2023-08-22T17:13:22.000Z","download_url":"https://codeload.github.com/ray-project/llm-applications/tar.gz/v0.0.1","html_url":"https://github.com/ray-project/llm-applications/releases/tag/v0.0.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/ray-project/llm-applications@v0.0.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications/tags/v0.0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications/tags/v0.0.1/manifests"}]},"repo_metadata_updated_at":"2026-09-30T15:03:47.723Z","dependent_packages_count":0,"downloads":null,"downloads_period":null,"dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":4.439911932265863,"dependent_packages_count":4.151537744565295,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":4.295724838415579},"purl":"pkg:golang/github.com/ray-project/llm-applications","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/go/github.com/ray-project/llm-applications","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/go/github.com/ray-project/llm-applications","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/go/github.com/ray-project/llm-applications/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2026-09-29T13:42:43.531Z","issues_count":13,"pull_requests_count":92,"avg_time_to_close_issue":107052.33333333333,"avg_time_to_close_pull_request":59769.693181818184,"issues_closed_count":3,"pull_requests_closed_count":88,"pull_request_authors_count":10,"issue_authors_count":13,"avg_comments_per_issue":0.6923076923076923,"avg_comments_per_pull_request":0.07608695652173914,"merged_pull_requests_count":74,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":1,"past_year_pull_requests_count":3,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":23.5,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":2,"past_year_pull_request_authors_count":2,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":0.0,"past_year_avg_comments_per_pull_request":0.0,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications/issues","maintainers":[{"login":"GokuMohandas","count":48,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/GokuMohandas"},{"login":"win5923","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/win5923"},{"login":"kevin85421","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/kevin85421"}],"active_maintainers":[{"login":"win5923","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/win5923"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fray-project%2Fllm-applications/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fray-project%2Fllm-applications/version_numbers","latest_version_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fray-project%2Fllm-applications/latest_version","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fray-project%2Fllm-applications/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fray-project%2Fllm-applications/related_packages","codemeta_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fray-project%2Fllm-applications/codemeta","maintainers":[],"registry":{"name":"proxy.golang.org","url":"https://proxy.golang.org","ecosystem":"go","default":true,"packages_count":2539814,"maintainers_count":0,"namespaces_count":852760,"keywords_count":136985,"github":"golang","metadata":{"funded_packages_count":110283,"sync_missing_packages_cursor":{"timestamp":"2026-09-29T00:04:57.155362Z","path":"github.com/virtengine/virtengine/sdk/specs","version":"v0.0.0-20260928231908-c0c887541540"},"rate_limit":5},"icon_url":"https://github.com/golang.png","created_at":"2022-04-04T15:19:22.939Z","updated_at":"2026-10-01T05:04:10.855Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/namespaces"}}],"commits":{"id":1640626,"full_name":"ray-project/llm-applications","default_branch":"main","total_commits":86,"total_committers":5,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":17.2,"dds":0.40697674418604646,"past_year_total_commits":0,"past_year_total_committers":0,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":0.0,"past_year_dds":0.0,"last_synced_at":"2026-10-04T16:05:18.074Z","last_synced_commit":"2044d3faac9489379d3af5f555bbc36c4d7b33f6","created_at":"2024-07-25T15:41:12.059Z","updated_at":"2026-10-04T16:05:18.054Z","committers":[{"name":"Goku Mohandas","email":"gokumd@gmail.com","login":"GokuMohandas","count":51},{"name":"Philipp Moritz","email":"pcmoritz@gmail.com","login":"pcmoritz","count":27},{"name":"Max Pumperla","email":"max.pumperla@googlemail.com","login":"maxpumperla","count":6},{"name":"Kai-Hsun Chen","email":"kaihsun@apache.org","login":"kevin85421","count":1},{"name":"Ikko Eltociear Ashimine","email":"eltociear@gmail.com","login":"eltociear","count":1}],"past_year_committers":[],"commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-10-05T00:00:10.238Z","repositories_count":8117554,"commits_count":1235582613,"contributors_count":56450505,"owners_count":1699803,"committers_count":3745729,"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":{"table":{"full_name":"ray-project/llm-applications","html_url":"https://github.com/ray-project/llm-applications","last_synced_at":"2026-10-04T16:05:23.145Z","status":"error","issues_count":13,"pull_requests_count":92,"avg_time_to_close_issue":107052.33333333333,"avg_time_to_close_pull_request":59769.693181818184,"issues_closed_count":3,"pull_requests_closed_count":88,"pull_request_authors_count":10,"issue_authors_count":13,"avg_comments_per_issue":0.6923076923076923,"avg_comments_per_pull_request":0.07608695652173914,"merged_pull_requests_count":74,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":1,"past_year_pull_requests_count":3,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":23.5,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":2,"past_year_pull_request_authors_count":2,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":0.0,"past_year_avg_comments_per_pull_request":0.0,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"created_at":"2024-07-25T15:41:45.069Z","updated_at":"2026-10-04T16:05:23.145Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fllm-applications/issues","issue_labels_count":{"table":{}},"pull_request_labels_count":{"table":{}},"issue_author_associations_count":{"table":{"NONE":13}},"pull_request_author_associations_count":{"table":{"COLLABORATOR":48,"CONTRIBUTOR":37,"NONE":4,"MEMBER":3}},"issue_authors":{"table":{"MarcoSteinke":1,"dmoghnie":1,"shao-shuai":1,"spate141":1,"Avyukth":1,"Chuukwudi":1,"Muennighoff":1,"Wakings":1,"bjohn22":1,"xyf5432":1,"Rakshasv18":1,"Tansha173":1,"sylvain471":1}},"pull_request_authors":{"table":{"GokuMohandas":48,"pcmoritz":30,"maxpumperla":6,"win5923":2,"kevin85421":1,"shao-shuai":1,"amogkam":1,"rossdanlm":1,"eltociear":1,"xyf5432":1}},"host":{"table":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-10-05T00:00:10.211Z","repositories_count":17822130,"issues_count":47475345,"pull_requests_count":147415634,"authors_count":11928013,"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":{"table":{}},"past_year_pull_request_labels_count":{"table":{}},"past_year_issue_author_associations_count":{"table":{"NONE":1}},"past_year_pull_request_author_associations_count":{"table":{"MEMBER":2,"NONE":1}},"past_year_issue_authors":{"table":{"xyf5432":1}},"past_year_pull_request_authors":{"table":{"win5923":2,"xyf5432":1}},"maintainers":[{"table":{"login":"GokuMohandas","count":48,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/GokuMohandas"}},{"table":{"login":"win5923","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/win5923"}},{"table":{"login":"kevin85421","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/kevin85421"}}],"active_maintainers":[{"table":{"login":"win5923","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/win5923"}}]}},"events":{"total":{"CreateEvent":2,"ForkEvent":28,"IssueCommentEvent":2,"WatchEvent":156},"last_year":{"CreateEvent":2,"ForkEvent":3,"WatchEvent":12}},"keywords":["anyscale","fine-tuning","llama2","llms","machine-learning","openai","ray","serving"],"dependencies":[{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2023-08-16T06:54:23.759Z","updated_at":"2023-08-16T06:54:23.759Z","repository_link":"https://github.com/ray-project/llm-applications/blob/main/pyproject.toml","dependencies":[]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2023-08-16T06:54:23.770Z","updated_at":"2023-08-16T06:54:23.770Z","repository_link":"https://github.com/ray-project/llm-applications/blob/main/requirements.txt","dependencies":[{"id":12696927729,"package_name":"langchain","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":12696927730,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":12696927731,"package_name":"openai","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":12696927732,"package_name":"psycopg","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":12696927733,"package_name":"pgvector","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":12696927734,"package_name":"ray","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":12696927735,"package_name":"sentence_transformers","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":12696927736,"package_name":"streamlit","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":12696927737,"package_name":"black","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":12696927738,"package_name":"flake8","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":12696927739,"package_name":"Flake8-pyproject","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":12696927740,"package_name":"isort","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":12696927741,"package_name":"pyupgrade","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":12696927742,"package_name":"fastapi","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":12696927743,"package_name":"pre-commit","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":12696927744,"package_name":"typer","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/update_index.yaml","sha":null,"kind":"manifest","created_at":"2026-08-24T00:38:00.456Z","updated_at":"2026-08-24T00:38:00.456Z","repository_link":"https://github.com/ray-project/llm-applications/blob/main/.github/workflows/update_index.yaml","dependencies":[{"id":26267636100,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":26267636101,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false}]}],"score":null,"created_at":"2024-07-25T15:26:25.597Z","updated_at":"2026-10-05T16:35:30.137Z","avatar_url":"https://github.com/ray-project.png","language":"Jupyter Notebook","codemeta":null,"publiccode":null,"project_url":"https://summary.ecosyste.ms/api/v1/projects/125153","html_url":"https://summary.ecosyste.ms/projects/125153"}