{"id":32745824,"url":"https://github.com/aalexuser/rag-chatbot","last_synced_at":"2026-02-21T05:04:40.927Z","repository":{"id":247372509,"uuid":"825649641","full_name":"AaLexUser/Rag-chatbot","owner":"AaLexUser","description":"AI application that utilizes LLP to provide users with relevant information and 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returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: 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":[],"created_at":"2025-11-03T17:06:39.366Z","updated_at":"2026-02-21T05:04:40.912Z","avatar_url":"https://github.com/AaLexUser.png","language":"JavaScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cp align=\"center\"\u003e\n    \u003ch1\u003eRAG Chatbot\u003ch1\u003e\n\u003cp\u003e\n\u003cp align=\"center\"\u003e\n\u003ca href=\"https://github.com/ollama/ollama\" target=\"_blank\" rel=\"noreferrer\"\u003e\n    \u003cimg alt=\"ollama\" height=\"40px\" src=\"https://github.com/ollama/ollama/assets/3325447/0d0b44e2-8f4a-4e99-9b52-a5c1c741c8f7\"\u003e\u003c/a\u003e\n    \u003ca href=\"https://github.com/chroma-core/chroma\" target=\"_blank\" rel=\"noreferrer\"\u003e \n    \u003cimg alt=\"ChromaDB\" height=\"40px\" src=\"https://docs.trychroma.com/img/chroma.svg\"\u003e \u003c/a\u003e\n    \u003ca href=\"https://github.com/langchain-ai/langchain\" target=\"_blank\" rel=\"noreferrer\"\u003e\n    \u003cimg\n    alt=\"🦜🔗 LangChain\"\n    src=\"https://raw.githubusercontent.com/langchain-ai/.github/main/profile/logo-light.svg#gh-dark-mode-only\"\n    height=\"40\"\n    /\u003e\n    \u003c/a\u003e\n    \u003ca href=\"https://github.com/pallets/flask\" target=\"_blank\" rel=\"noreferrer\"\u003e\n    \u003cimg\n    alt=\"Flask\"\n    src=\"https://upload.wikimedia.org/wikipedia/commons/thumb/3/3c/Flask_logo.svg/920px-Flask_logo.svg.png\"\n    height=\"40\"\n    /\u003e\n    \u003c/a\u003e\n\u003cp\u003e\n\n## Overview\nThe RAG Chatbot is a conversational AI application that utilizes LLM to provide users with relevant information and responses.\n\n## Components\n\n- `query.py`: Contains the Python script responsible for querying the RAG model and generating responses.\n\n- `populate_db.py`: A Python script used to populate the database with relevant data and sources.\n\n- `web.py`: The Flask web framework code that handles HTTP requests and serves as the backend for the chatbot's interface.\n\n- `index.html`: The HTML template for the chatbot's user interface.\n\n- `index.js`: A JavaScript file that contains the client-side logic.\n\n## Features\n\n- The chatbot responds with relevant information and sources, which are displayed below the input field.\n\n- Users can view detailed information about each source by hovering over the source card.\n\n- The chatbot also supports uploading files through web interface.\n\n## Screenshots\n\n![Asking the question](docs/imgs/1.png)\n![Мiew source information](docs/imgs/2.png)\n\n## Getting Started\n\n1. Clone this repository using `git clone https://github.com/AaLexUser/Rag-chatbot.git`\n\n2. Install dependencies by running pip `install -r requirements.txt` in the project root directory.\n\n3. Run the Flask application using `python web.py` to start the chatbot's backend.\n\n4. Open a web browser and navigate to `http://localhost:5000/` to access the chatbot's interface.\n\n## License\n\nThis project is licensed under the MIT License. See [LICENSE](LICENSE) for details.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faalexuser%2Frag-chatbot","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faalexuser%2Frag-chatbot","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faalexuser%2Frag-chatbot/lists"}