{"id":28287700,"url":"https://github.com/mohammadhashim135/lets-research","last_synced_at":"2026-05-02T01:34:52.056Z","repository":{"id":293655812,"uuid":"984728163","full_name":"mohammadhashim135/Lets-Research","owner":"mohammadhashim135","description":"An AI-powered Research Assistant using Streamlit \u0026 Cohere API","archived":false,"fork":false,"pushed_at":"2025-05-16T12:15:22.000Z","size":187,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2026-05-02T01:34:47.781Z","etag":null,"topics":["agent","ai","collaboration","good-first-issue","python","research","streamlit","web"],"latest_commit_sha":null,"homepage":"https://lets-research-ai.streamlit.app/","language":"Python","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/mohammadhashim135.png","metadata":{"files":{"readme":"README.md","changelog":null,"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,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-05-16T12:08:42.000Z","updated_at":"2025-06-24T11:16:05.000Z","dependencies_parsed_at":"2025-05-16T13:27:17.946Z","dependency_job_id":"bb1537ce-2e2a-4208-a0cc-04b004699721","html_url":"https://github.com/mohammadhashim135/Lets-Research","commit_stats":null,"previous_names":["mohammadhashim135/lets-research"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/mohammadhashim135/Lets-Research","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mohammadhashim135%2FLets-Research","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mohammadhashim135%2FLets-Research/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mohammadhashim135%2FLets-Research/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mohammadhashim135%2FLets-Research/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mohammadhashim135","download_url":"https://codeload.github.com/mohammadhashim135/Lets-Research/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mohammadhashim135%2FLets-Research/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32520156,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-02T01:12:54.858Z","status":"ssl_error","status_checked_at":"2026-05-02T01:12:54.261Z","response_time":64,"last_error":"SSL_read: 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":["agent","ai","collaboration","good-first-issue","python","research","streamlit","web"],"created_at":"2025-05-21T22:12:58.662Z","updated_at":"2026-05-02T01:34:52.051Z","avatar_url":"https://github.com/mohammadhashim135.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# **Let's Research** 🔍  \n**An AI-powered Research Assistant using Streamlit \u0026 Cohere API**\n\n---\n\n## **Overview**  \n**Let's Research** is an intelligent web application built with **Streamlit**, designed to help users perform efficient online research. By leveraging Google Custom Search and AI-powered summarization via the **Cohere API**, this app searches, scrapes, and summarizes web content to deliver concise insights on any research topic.\n\n---\n\n## **Features** 🚀  \n✅ **Smart Web Search** – Uses Google Custom Search API to find relevant sources.  \n✅ **Automated Content Scraping** – Extracts and cleans text from multiple web pages.  \n✅ **AI-Powered Summarization** – Summarizes lengthy articles using Cohere's advanced language models.  \n✅ **Synthesized Reports** – Combines multiple summaries into a coherent overview.  \n✅ **User-Friendly Interface** – Simple Streamlit UI to input topics and view results.  \n✅ **Progress Tracking** – Visual progress bar showing search and summarization status.  \n\n---\n\n## 📸 Screenshot\n\n\n![Image](/assets/1.png)\n![Image](/assets/2.png)\n\n\n## **Tech Stack** 🛠  \n- **Frontend \u0026 Deployment:** Streamlit  \n- **Backend \u0026 Scraping:** Python, Requests, BeautifulSoup  \n- **AI \u0026 NLP:** Cohere API for summarization  \n- **Libraries:** Requests, BeautifulSoup, Streamlit, dotenv  \n- **Environment:** `.env` for storing API keys securely  \n\n---\n\n## **Installation \u0026 Setup** 🏗  \n\n### 1. Clone the repository:\n\n```bash\ngit clone https://github.com/mohammadhashim135/Lets-Research.git\ncd Lets-Research\n```\n### **2. Create a Virtual Environment**\n```bash\npython -m venv .venv\n\n# Activate it:\n\n# Windows:\n.venv\\Scripts\\activate\n\n# Mac/Linux:\nsource .venv/bin/activate\n```\n\n### **3. Install Dependencies**\n\n```bash\npip install -r requirements.txt\n```\n\n\n### **4. Start the Application**\n```bash\nstreamlit run app.py\n```\n---\n\n## **Usage Guide** 📝\n\n🔹 **Enter your research topic in the input box.**  \n🔹 **Select the number of search results to process.**  \n🔹 **Click the \"Start Research\" button to begin the search, scrape, and summarization.**  \n🔹 **View individual summaries for each source and the final synthesized report.**  \n🔹 **Repeat with new topics as needed.**\n\n---\n\n## **Project Structure** 📂\n```bash\nLets-Research/\n│\n├── app.py                    # Main Streamlit app file\n├── synthesizer.py            # Module for summarization and synthesis functions\n├── requirements.txt          # Python package dependencies\n├── .env                      # Environment variables for API keys\n├── README.md                 # Project documentation\n└── .gitignore                # Git ignore file\n```\n\n---\n\n---\n## **Contributing** 🤝\nContributions are welcome! If you’d like to improve Let's Research, feel free to fork the repo and submit a pull request.\n\n### **Steps to Contribute:**\n\n### **1. Fork the repository**\n\n### **2. Create a new branch:**\n\n```bash\ngit checkout -b feature-branch\n```\n\n### **3. Make your changes and commit:**\n\n```bash\ngit commit -m \"Added new feature\"\n```\n### **4. Push to the branch:**\n\n```bash\ngit push origin feature-branch\n```\n### **5. Open a Pull Request**\n---\n## **License** 📜\nThis project is licensed under the MIT License.\n\n💡 Developed with ❤️ by [Mohammad Hashim](https://github.com/mohammadhashim135/Lets-Research.git)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmohammadhashim135%2Flets-research","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmohammadhashim135%2Flets-research","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmohammadhashim135%2Flets-research/lists"}