{"id":30496205,"url":"https://github.com/dkcodec/block","last_synced_at":"2025-08-25T01:22:46.692Z","repository":{"id":291781551,"uuid":"978278147","full_name":"dkcodec/block","owner":"dkcodec","description":null,"archived":false,"fork":false,"pushed_at":"2025-05-06T13:30:48.000Z","size":210,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-05-06T14:39:33.043Z","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/dkcodec.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":"2025-05-05T18:33:47.000Z","updated_at":"2025-05-06T13:30:51.000Z","dependencies_parsed_at":"2025-05-06T14:39:37.204Z","dependency_job_id":"74af064c-164f-49f1-b4c6-28bba86c1233","html_url":"https://github.com/dkcodec/block","commit_stats":null,"previous_names":["dkcodec/block"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/dkcodec/block","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dkcodec%2Fblock","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dkcodec%2Fblock/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dkcodec%2Fblock/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dkcodec%2Fblock/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dkcodec","download_url":"https://codeload.github.com/dkcodec/block/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dkcodec%2Fblock/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":271990445,"owners_count":24854703,"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":"2025-08-24T02:00:11.135Z","response_time":111,"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":"2025-08-25T01:22:43.845Z","updated_at":"2025-08-25T01:22:46.687Z","avatar_url":"https://github.com/dkcodec.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 🇿🇦 AI Assistant: Constitution of the Republic of Kazakhstan\n\n🤖 Приложение на базе **Ollama**, **ChromaDB** и **Streamlit**, которое позволяет задавать вопросы по Конституции РК или другим загруженным документам.\n\n---\n\n## 📸 Превью\n\n| Загрузка файлов              | Ответ на вопрос                  |\n| ---------------------------- | -------------------------------- |\n| ![upload](images/upload.png) | ![response](images/response.png) |\n\n\u003e 📂 Помести свои изображения в папку `images/` и измени названия в таблице при необходимости.\n\n---\n\n## ✨ Быстрый старт\n\n### 1. Запуск Ollama (Docker)\n\n```bash\ndocker run -d --name ollama -p 11434:11434 ollama/ollama\ndocker exec -it ollama ollama run llama3\n```\n\n### 2. Установка зависимостей Python\n\n```bash\npip install streamlit langchain chromadb langchain-community\n```\n\n### 3. Запуск Streamlit-приложения\n\n```bash\nstreamlit run main.py\n```\n\n---\n\n## 📂 Возможности\n\n* ✅ Загрузка одного или нескольких `.txt` документов\n* ✅ Индексация содержимого в ChromaDB\n* ✅ Задание вопросов к содержимому документов\n* ✅ Ответы от LLM через Ollama\n* ✅ Интерфейс Streamlit\n\n---\n\n## 🧐 Используемые технологии\n\n* [Ollama](https://ollama.com/) — локальное LLM-ядро (`llama3`)\n* [LangChain](https://www.langchain.com/)\n* [ChromaDB](https://www.trychroma.com/)\n* [Streamlit](https://streamlit.io/)\n\n---\n\n## 📁 Структура проекта\n\n```\nproject/\n├── main.py            # Основное приложение\n├── chroma_db/         # Векторное хранилище\n├── images/            # Скриншоты интерфейса\n└── README.md\n```\n\n---\n\n\n---\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdkcodec%2Fblock","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdkcodec%2Fblock","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdkcodec%2Fblock/lists"}