{"id":19006305,"url":"https://github.com/chewkeanho/hestiaai","last_synced_at":"2026-03-04T14:01:25.182Z","repository":{"id":257232284,"uuid":"857685104","full_name":"ChewKeanHo/HestiaAI","owner":"ChewKeanHo","description":"Facilitates neural network artificial intelligence related application-based protocol interfaces (API) functions.","archived":false,"fork":false,"pushed_at":"2024-09-15T22:50:53.000Z","size":175,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-09-10T08:40:04.940Z","etag":null,"topics":["genai","genai-image","hestia","library","prechance","prompt-engineering"],"latest_commit_sha":null,"homepage":"https://perchance.org/clean-text2image","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ChewKeanHo.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.pdf","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":"SECURITY.md","support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null},"funding":{"github":"hollowaykeanho","custom":["https://www.hollowaykeanho.com/stores/"]}},"created_at":"2024-09-15T10:33:32.000Z","updated_at":"2024-10-04T10:20:21.000Z","dependencies_parsed_at":"2024-09-28T12:30:18.566Z","dependency_job_id":null,"html_url":"https://github.com/ChewKeanHo/HestiaAI","commit_stats":null,"previous_names":["chewkeanho/hestiaai"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ChewKeanHo/HestiaAI","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ChewKeanHo%2FHestiaAI","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ChewKeanHo%2FHestiaAI/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ChewKeanHo%2FHestiaAI/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ChewKeanHo%2FHestiaAI/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ChewKeanHo","download_url":"https://codeload.github.com/ChewKeanHo/HestiaAI/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ChewKeanHo%2FHestiaAI/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":30082996,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-04T13:22:36.021Z","status":"ssl_error","status_checked_at":"2026-03-04T13:20:45.750Z","response_time":59,"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":["genai","genai-image","hestia","library","prechance","prompt-engineering"],"created_at":"2024-11-08T18:31:44.313Z","updated_at":"2026-03-04T14:01:25.164Z","avatar_url":"https://github.com/ChewKeanHo.png","language":null,"funding_links":["https://github.com/sponsors/hollowaykeanho","https://www.hollowaykeanho.com/stores/"],"categories":[],"sub_categories":[],"readme":"# Hestia Libraries - `HestiaAI`\n\n[![Hestia Libraries](https://raw.githubusercontent.com/ChewKeanHo/hestiaTOML/main/src/icons/banner_1200x270.svg)](#)\n\nOne Peaceful Frontend+Backend Software Library Suite.\n\nThis repository facilitates neural network artificial intelligence (AI) related\napplication-based protocol interfaces (API) functions. Its purpose is to\nhouse prompt keywords and facilitates semi-automated prompt construction use.\n\nFor specific neural network functionalities and low-level construction, please\nrefer to its type from the Hestia library suites (e.g. `HestiaTENSORFLOW` for\nTensorFlow).\n\n\n\n\n## Why It Matters\n\nThis project was initiated primarily because of:\n\n1. **Performs keywords grouping for higher accuracy prompting** - certain\n   keywords when grouped can yield a more accurate generative output with higher\n   confidences.\n2. **Semi-automated prompt constructions** - Sometimes, one would just want to\n   automate grouped keywords with toggles.\n3. **Friendly to low memory and low footprint environment** - usable anywhere\n   anytime.\n4. **Consumption freedom** - Makes NO decision and NO assumption on how you\n   consume the grouped keywords.\n5. **Simple to integrate** - simple enough to use for all supported programming\n   languages.\n\n\n\n\n## Design Principles\n\nThe definitions complies to only the following rules:\n\n1. **STRICTLY**: **Everthing is a `string`**. Prompts are string anyway.\n2. Primarily uses Unicode for internal operations.\n3. Uses supported API from available vendors both locally and remotely.\n\nThis library is heavily guarded with localized unit tests whenever available.\n\n\n\n\n## Setup\n\nThis library supports multiple programming languages for the same dataset.\nPlease import based on your programming language(s) using the instructions in\nthe sub-sections below.\n\nPlease do note that branches like `main`, `next`, and `experimental` are for\nmaintenance \u0026 development uses (as in, the production factory itself). Hence,\nplease avoid them and only use it at your own risk.\n\n\n### Prechance.org\n\nThis library is supported based on what you're interested and usage. The current\nURLs would be:\n\n* Prompt Engineering: [src/prompt-keywords](/src/prompt-keywords)\n* Text2Image: https://perchance.org/clean-text2image\n\n\n### Dependencies\n\nThis library depends on the following libraries:\n\n1. **HestiaSTRING** - https://github.com/ChewKeanHo/HestiaSTRING\n\n\n\n\n## Data Source\n\nThe libraries are based on the following data sources:\n\n1. Perchance - https://perchance.org/generators\n\n\n\n\n## License\n\nThis project is licensed under [Chew Kean Ho's Hestia License Agreement](LICENSE.pdf).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchewkeanho%2Fhestiaai","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fchewkeanho%2Fhestiaai","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchewkeanho%2Fhestiaai/lists"}