{"id":37086108,"url":"https://github.com/geniusrise/geniusrise-openai","last_synced_at":"2026-01-14T10:35:37.503Z","repository":{"id":192885908,"uuid":"684276648","full_name":"geniusrise/geniusrise-openai","owner":"geniusrise","description":"Bolts interfacing with the openai ecosystem ","archived":false,"fork":false,"pushed_at":"2023-09-23T10:18:18.000Z","size":7190,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"master","last_synced_at":"2024-09-16T12:44:16.790Z","etag":null,"topics":["agent-based-framework","agentops","fine-tuning","geniusrise","llm-framework","llmops","mlops","openai"],"latest_commit_sha":null,"homepage":"https://geniusrise.ai/","language":"Python","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/geniusrise.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}},"created_at":"2023-08-28T20:09:09.000Z","updated_at":"2024-04-28T09:43:16.000Z","dependencies_parsed_at":null,"dependency_job_id":"77d68ac3-355d-4b6e-b048-7e8f1f9bee31","html_url":"https://github.com/geniusrise/geniusrise-openai","commit_stats":null,"previous_names":["geniusrise/geniusrise-openai"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/geniusrise/geniusrise-openai","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/geniusrise%2Fgeniusrise-openai","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/geniusrise%2Fgeniusrise-openai/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/geniusrise%2Fgeniusrise-openai/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/geniusrise%2Fgeniusrise-openai/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/geniusrise","download_url":"https://codeload.github.com/geniusrise/geniusrise-openai/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/geniusrise%2Fgeniusrise-openai/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28417664,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-14T10:25:19.714Z","status":"ssl_error","status_checked_at":"2026-01-14T10:22:49.371Z","response_time":107,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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"}},"keywords":["agent-based-framework","agentops","fine-tuning","geniusrise","llm-framework","llmops","mlops","openai"],"created_at":"2026-01-14T10:35:36.820Z","updated_at":"2026-01-14T10:35:37.498Z","avatar_url":"https://github.com/geniusrise.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003ch1 align=\"center\"\u003e\n  \u003cimg src=\"./assets/logo_with_text.png\" alt=\"Grace Hopper\" width=\"900\"/\u003e\n\u003c/h1\u003e\n\u003ch2 align=\"center\"\u003e\n  \u003ca style=\"color:#f34960\" href=\"https://docs.geniusrise.ai\"\u003eDocumentation\u003c/a\u003e\n\u003c/h2\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://img.shields.io/github/actions/workflow/status/geniusrise/geniusrise-openai/pytest.yml?branch=master\" alt=\"GitHub Workflow Status\"/\u003e\n  \u003cimg src=\"https://codecov.io/gh/geniusrise/geniusrise-openai/branch/main/graph/badge.svg?token=0b359b3a-f29c-4966-9661-a79386b3450d\" alt=\"Codecov\"/\u003e\n  \u003cimg src=\"https://img.shields.io/github/license/geniusrise/geniusrise-openai\" alt=\"Codecov\"/\u003e\n  \u003cimg src=\"https://img.shields.io/github/issues/geniusrise/geniusrise-openai\" alt=\"Codecov\"/\u003e\n\u003c/p\u003e\n\n---\n\n## \u003cspan style=\"color:#e667aa\"\u003eAbout\u003c/span\u003e\n\n\u003cspan style=\"color:#e4e48c\"\u003eGeniusrise\u003c/span\u003e is a modular, loosely-coupled\nAgentOps / MLOps framework designed for the era of Large Language Models,\noffering flexibility, inclusivity, and standardization in designing networks of\nAI agents.\n\nIt seamlessly integrates tasks, state management, data handling, and model\nversioning, all while supporting diverse infrastructures and user expertise\nlevels. With its plug-and-play architecture,\n\u003cspan style=\"color:#e4e48c\"\u003eGeniusrise\u003c/span\u003e empowers teams to build, share,\nand deploy AI agent workflows across various platforms.\n\n## \u003cspan style=\"color:#e667aa\"\u003eOpenai Bolts\u003c/span\u003e\n\nThis is a collection of generic streaming and (micro) batch bolts interfacing\nwith the openai ecosystem.\n\nIncludes:\n\n| No. | Name                                                  | Description                                    | Input Type | Output Type |\n| --- | ----------------------------------------------------- | ---------------------------------------------- | ---------- | ----------- |\n| 1   | [Text Classification](#text-classification)           | Fine-tuning for text classification tasks      | Batch      | Batch       |\n| 2   | [Instruction Tuning](#instruction-tuning)             | Fine-tuning for instruction tuning tasks       | Batch      | Batch       |\n| 3   | [Commonsense Reasoning](#commonsense-reasoning)       | Fine-tuning for commonsense reasoning tasks    | Batch      | Batch       |\n| 4   | [Language Modeling](#language-modeling)               | Fine-tuning for language modeling tasks        | Batch      | Batch       |\n| 5   | [Named Entity Recognition](#named-entity-recognition) | Fine-tuning for named entity recognition tasks | Batch      | Batch       |\n| 6   | [Question Answering](#question-answering)             | Fine-tuning for question answering tasks       | Batch      | Batch       |\n| 7   | [Sentiment Analysis](#sentiment-analysis)             | Fine-tuning for sentiment analysis tasks       | Batch      | Batch       |\n| 8   | [Summarization](#summarization)                       | Fine-tuning for summarization tasks            | Batch      | Batch       |\n| 9   | [Translation](#translation)                           | Fine-tuning for translation tasks              | Batch      | Batch       |\n\n## \u003cspan style=\"color:#e667aa\"\u003eExamples\u003c/span\u003e\n\nPlease refer to the [examples](./examples/) directory.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgeniusrise%2Fgeniusrise-openai","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgeniusrise%2Fgeniusrise-openai","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgeniusrise%2Fgeniusrise-openai/lists"}