{"id":29926763,"url":"https://github.com/ecomfe/deep-grasp","last_synced_at":"2025-08-02T12:43:52.650Z","repository":{"id":206357996,"uuid":"715371364","full_name":"ecomfe/deep-grasp","owner":"ecomfe","description":"A toolkit for adopting LLM into your existing app.","archived":false,"fork":false,"pushed_at":"2023-12-01T13:06:01.000Z","size":430,"stargazers_count":11,"open_issues_count":0,"forks_count":0,"subscribers_count":8,"default_branch":"master","last_synced_at":"2025-05-25T08:05:14.647Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"TypeScript","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/ecomfe.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":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2023-11-07T02:16:21.000Z","updated_at":"2023-11-09T09:06:42.000Z","dependencies_parsed_at":"2023-12-01T14:38:21.666Z","dependency_job_id":null,"html_url":"https://github.com/ecomfe/deep-grasp","commit_stats":null,"previous_names":["ecomfe/deep-grasp"],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/ecomfe/deep-grasp","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ecomfe%2Fdeep-grasp","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ecomfe%2Fdeep-grasp/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ecomfe%2Fdeep-grasp/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ecomfe%2Fdeep-grasp/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ecomfe","download_url":"https://codeload.github.com/ecomfe/deep-grasp/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ecomfe%2Fdeep-grasp/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":268392281,"owners_count":24243298,"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":"2025-08-02T02:00:12.353Z","response_time":74,"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"}},"keywords":[],"created_at":"2025-08-02T12:43:11.102Z","updated_at":"2025-08-02T12:43:52.638Z","avatar_url":"https://github.com/ecomfe.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Deep Grasp\n\nThe goal of this project is to seamlessly integrate LLM into your current app. This means that users can retrieve and interact with a specific part of the user interface using natural language, without any intrusive measures.\n\n\u003e [!NOTE]\n\u003e This repo is still under heavy development, we welcome any idea and feedback.\n\n## What is it\n\nIn the age of AI, we see increasing trend to adopt LLM into web applications, but for a large real world app, it is usually not easy to integrate AI feature into thousands lines of code.\n\nDeep Grasp, aimed to non-intrusive integration to LLM, is able to do more by less code, as an example, we simply change a little code like:\n\n```diff\n+import {graspable} from '@deep-grasp/react';\n+\n-export default function Clock({timezone}: Props) {\n+function Clock({timezone}: Props) {\n     // ...\n }\n+export default graspable(Clock, 'View clock in specified timezone');\n```\n\nAs a result, we can get smooth and easy to use LLM features, a decorated component can be created and rendered automatically from user's natural language query.\n\nhttps://github.com/ecomfe/deep-grasp/assets/639549/32fe1dfb-400c-40ea-b890-369500d91c0b\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fecomfe%2Fdeep-grasp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fecomfe%2Fdeep-grasp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fecomfe%2Fdeep-grasp/lists"}