{"id":29177689,"url":"https://github.com/devilisback100/ai_web_scrapper","last_synced_at":"2025-07-01T18:07:45.848Z","repository":{"id":300378004,"uuid":"1006021471","full_name":"devilisback100/AI_web_scrapper","owner":"devilisback100","description":null,"archived":false,"fork":false,"pushed_at":"2025-06-21T10:21:19.000Z","size":16,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-06-21T11:21:19.188Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/devilisback100.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,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-06-21T10:07:50.000Z","updated_at":"2025-06-21T10:21:22.000Z","dependencies_parsed_at":"2025-06-21T11:32:42.505Z","dependency_job_id":null,"html_url":"https://github.com/devilisback100/AI_web_scrapper","commit_stats":null,"previous_names":["devilisback100/ai_web_scrapper"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/devilisback100/AI_web_scrapper","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/devilisback100%2FAI_web_scrapper","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/devilisback100%2FAI_web_scrapper/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/devilisback100%2FAI_web_scrapper/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/devilisback100%2FAI_web_scrapper/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/devilisback100","download_url":"https://codeload.github.com/devilisback100/AI_web_scrapper/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/devilisback100%2FAI_web_scrapper/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263013722,"owners_count":23399813,"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","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":"2025-07-01T18:07:45.095Z","updated_at":"2025-07-01T18:07:45.828Z","avatar_url":"https://github.com/devilisback100.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"#  AI Chapter Rewriter \u0026 Reviewer\n\nAn AI-powered content pipeline that scrapes literature chapters from Wikisource, rewrites them using Large Language Models (LLMs), facilitates human-in-the-loop edits, captures webpage screenshots, and stores all final versions with RL-enhanced search capabilities using ChromaDB.\n\n---\n\n##  Features\n\n| Module                  | Description                                                                 |\n|-------------------------|-----------------------------------------------------------------------------|\n|  Scraping             | Fetches chapter content from Wikisource using `requests`.                  |\n|  AI Writing \u0026 Review  | Rewrites chapters with an AI writer and reviewer (LLM-powered).            |\n|  Human-in-the-loop    | Allows manual review and iterative improvements before finalizing.         |\n|  Screenshot Capture   | Uses `Playwright` to capture full-page screenshots of the source.          |\n|  Agentic Flow         | Structured AI agents (writer, reviewer, editor) in a modular pipeline.     |\n|  ChromaDB Storage     | Saves rewritten chapters with metadata for versioning and retrieval.       |\n|  RL-based Search      | Retrieves chapters based on semantic similarity and RL score re-ranking.   |\n\n---\n\n##  Tech Stack\n\n- **Python** – Core programming language  \n- **Playwright** – Full-page screenshot automation  \n- **Requests** – HTML content fetching  \n- **ChromaDB** – Vector DB for document storage and search  \n- **TQDM** – Progress tracking  \n- **Dotenv** – Environment variable management  \n\n---\n\n##  Installation\n\n```bash\ngit clone https://github.com/devilisback100/AI_web_scrapper.git\ncd AI_web_scrapper\n\npython -m venv venv\nsource venv/bin/activate  \n\npip install -r requirements.txt\n\nplaywright install\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdevilisback100%2Fai_web_scrapper","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdevilisback100%2Fai_web_scrapper","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdevilisback100%2Fai_web_scrapper/lists"}