{"id":21898555,"url":"https://github.com/zzarif/resumechat-ai","last_synced_at":"2026-04-11T17:37:14.663Z","repository":{"id":250554675,"uuid":"834786087","full_name":"zzarif/ResumeChat-AI","owner":"zzarif","description":"Llama RAG app to chat with Applicants' Resume and Extension for 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align=\"center\"\u003e\n  \u003cbr\u003e\n  \u003ca href=\"https://github.com/zzarif/ResumeChat-AI\"\u003e\n    \u003cimg alt=\"ResumeChat AI\" src=\"./extension/images/logo-128x128.png\"\u003e\n  \u003ca\u003e\n  \u003cbr\u003e\n  ResumeChat AI\n  \u003cbr\u003e\n\u003c/h1\u003e\n\n\u003ch4 align=\"center\"\u003eA RAG app to chat with Applicants' Resume and Chrome extension to connect on LinkedIn.\u003c/h4\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003c!-- \u003ca href=\"https://badge.fury.io/js/electron-markdownify\"\u003e\n    \u003cimg src=\"https://badge.fury.io/js/electron-markdownify.svg\"\n         alt=\"Gitter\"\u003e\n  \u003c/a\u003e\n  \u003ca href=\"https://gitter.im/amitmerchant1990/electron-markdownify\"\u003e\u003cimg src=\"https://badges.gitter.im/amitmerchant1990/electron-markdownify.svg\"\u003e\u003c/a\u003e --\u003e\n  \u003c!-- \u003ca href=\"\"\u003e\n      \u003cimg src=\"https://img.shields.io/badge/website-online-blue.svg\"\u003e\n  \u003c/a\u003e --\u003e\n  \u003ca href=\"https://github.com/zzarif/ResumeChat-AI\"\u003e\n    \u003cimg src=\"https://img.shields.io/github/last-commit/zzarif/ResumeChat-AI\"\u003e\n  \u003c/a\u003e\n\n  \u003c!-- \u003ca href=\"https://fastapi.tiangolo.com/\"\u003e\n    \u003cimg src=\"https://img.shields.io/badge/fastapi-0.111.1-turquoise\"\u003e\n  \u003c/a\u003e --\u003e\n  \u003ca href=\"https://www.langchain.com/\"\u003e\n    \u003cimg src=\"https://img.shields.io/badge/langchain-0.2.11-green\"\u003e\n  \u003c/a\u003e\n  \u003c!-- \u003ca href=\"\"\u003e\n    \u003cimg src=\"https://img.shields.io/badge/dataset-released-green.svg\"\u003e\n  \u003c/a\u003e  --\u003e\n    \u003ca href=\"https://ollama.com/download\"\u003e\u003cimg src=\"https://img.shields.io/badge/ollama-0.3.3-blue\"\u003e\n  \u003c/a\u003e\n  \u003ca href=\"https://streamlit.io/\"\u003e\n    \u003cimg src=\"https://img.shields.io/badge/streamlit-1.37.1-red\"\u003e\n  \u003c/a\u003e\n  \u003ca href=\"https://opensource.org/licenses/MIT\"\u003e\n    \u003cimg src=\"https://img.shields.io/badge/license-MIT-yellow.svg\"\u003e\n  \u003c/a\u003e\n\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"#-overview\"\u003eOverview\u003c/a\u003e •\n  \u003ca href=\"#-chatbot\"\u003eChatbot\u003c/a\u003e •\n  \u003ca href=\"#-chrome-extension\"\u003eChrome Extension\u003c/a\u003e •\n  \u003ca href=\"#-architecture\"\u003eArchitecture\u003c/a\u003e •\n  \u003ca href=\"#%EF%B8%8F-build-from-source\"\u003eBuild from Source\u003c/a\u003e •\n  \u003ca href=\"#%EF%B8%8F-contact\"\u003eContact\u003c/a\u003e\n\u003c/p\u003e\n\n## 📋 Overview\n\nA Retrieval-Augmented Generation (RAG) app for HRs to chat with Applicants' Resume and Chrome extension to connect on LinkedIn.\n\n\n## 💬 Chatbot\n\nhttps://github.com/user-attachments/assets/ee61e26a-6091-43d7-ac6c-618720adf585\n\n#### Frontend Features\n\n- Upload applicants' Resumes as PDF files via File Uploader (accepts multiple files).\n- Chat and ask questions about the Resumes to gain valuable insights about the candidates.\n- It is developed with `streamlit` and uses `sseclient` to generate streamed response.\n\n#### Backend Features\n\n- Utilizes [`all-MiniLM-L6-v2`](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2) embedding model to split and convert the PDF docs to `chromadb` vector database.\n- Retrieves contexts from chat queries and uses Ollama LLMs to generate contextually accurate response.\n- The backend was developed with `fastapi` and `langchain` to produce streamed output.\n\n## 🌐 Chrome Extension\n\nhttps://github.com/user-attachments/assets/81a8f166-cb0e-4df8-8664-62e2f83bae84\n\n#### Key Features\n\n- Load the chrome extension and let AI reply to LinkedIn posts with just a click!\n- It is developed with pure `javascript` and uses the same API as chatbot to complete response.\n\n## 💡 Architecture\n\n![architecture](https://github.com/user-attachments/assets/18294966-7b50-460a-b692-1a80cb3d49c0)\n\n## ⚙️ Build from Source\n\n### Serve Ollama\n\n1. Download and install **Ollama** from https://ollama.com/download\n\n2. Pull required open-source LLMs (here we use [`mistral`](https://ollama.com/library/llama3), you can use other models like [`llama3`](https://ollama.com/library/mistral), [`llama2-uncensored`](https://ollama.com/library/llama2-uncensored), etc.)\n\n```bash\nollama pull mistral\n```\n\n3. Serve Ollama locally (by default Ollama is served from `http://localhost:11434`)\n\n```bash\nollama serve\n```\n\nNote: If this command results in an error, make sure to quit any running Ollama background processes.\n\n### Setup Server and Chatbot\n\n1. Clone the repository\n\n```bash\ngit clone https://github.com/zzarif/ResumeChat-AI.git\ncd ResumeChat-AI/\n```\n\n2. Install necessary dependencies\n\n```bash\npoetry install\n```\n\n3. Activate virtual environment\n\n```bash\npoetry shell\n```\n\n4. Start chatbot backend server (served from `http://localhost:8000`)\n\n```bash\npython chatbot/backend/api.py\n```\n\n5. Launch the chatbot (served from `http://localhost:8501`)\n\n```bash\nstreamlit run chatbot/main.py\n```\n\n### Load Chrome Extension\n\n1. Go to `chrome://extensions/`, or, _Chrome ▶ Manage Extensions_\n2. Turn on the Developer mode\n3. Click _Load Unpacked_\n4. Select the [extension](extension) directory\n5. Go to `https://www.linkedin.com/feed/` and start commenting!\n\nNote: Everytime you make changes to the extension code you must first `⟳` **reload** it from _Manage Extensions_ and then `⟳` **reload** `https://www.linkedin.com/feed/`\n\n## ✉️ Contact:\n\n[![LinkedIn](https://img.shields.io/badge/LinkedIn-0077B5?logo=linkedin\u0026logoColor=white)](https://www.linkedin.com/in/zibran-zarif-amio-b82717263/) [![Mail](https://img.shields.io/badge/Gmail-EA4335?logo=gmail\u0026logoColor=fff)](mailto:zibran.zarif.amio@gmail.com)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzzarif%2Fresumechat-ai","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzzarif%2Fresumechat-ai","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzzarif%2Fresumechat-ai/lists"}