{"id":41016936,"url":"https://github.com/contractorwolf/streamlit-researcher","last_synced_at":"2026-01-22T09:21:06.752Z","repository":{"id":231329888,"uuid":"781252918","full_name":"contractorwolf/streamlit-researcher","owner":"contractorwolf","description":null,"archived":false,"fork":false,"pushed_at":"2024-05-15T15:09:47.000Z","size":26,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"main","last_synced_at":"2024-05-16T04:14:14.406Z","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/contractorwolf.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}},"created_at":"2024-04-03T03:07:04.000Z","updated_at":"2024-05-15T15:09:50.000Z","dependencies_parsed_at":"2024-04-03T15:28:33.386Z","dependency_job_id":"72f48f16-970f-4aaf-9e87-481311b6492c","html_url":"https://github.com/contractorwolf/streamlit-researcher","commit_stats":null,"previous_names":["contractorwolf/streamlit-researcher"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/contractorwolf/streamlit-researcher","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/contractorwolf%2Fstreamlit-researcher","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/contractorwolf%2Fstreamlit-researcher/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/contractorwolf%2Fstreamlit-researcher/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/contractorwolf%2Fstreamlit-researcher/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/contractorwolf","download_url":"https://codeload.github.com/contractorwolf/streamlit-researcher/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/contractorwolf%2Fstreamlit-researcher/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28660415,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-22T01:17:37.254Z","status":"online","status_checked_at":"2026-01-22T02:00:07.137Z","response_time":144,"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":"2026-01-22T09:21:06.076Z","updated_at":"2026-01-22T09:21:06.747Z","avatar_url":"https://github.com/contractorwolf.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Real-time Google Research Assistant\n\nThis Streamlit application acts as a real-time research assistant, leveraging the power of Google search and OpenAI's GPT-4 model to generate responses to user queries based on content scraped from the first 10 pages of Google search results.\n\n## Features\n\n- **Search and Scrape:** Automates the process of searching Google with a user's query, scraping the first 10 pages of results.\n- **In-Memory Vector Database:** Uses the scraped content to create an in-memory vector database for efficient information retrieval.\n- **OpenAI GPT-4 Integration:** Utilizes OpenAI's GPT-4 model to generate a detailed response to the research question based on the most relevant snippets from the scraped content.\n\n## Installation\n\n### Dependencies\n\nBefore running the application, you need to install the necessary dependencies. Please follow the steps below:\n\n1. **Create a Conda Environment (Optional but Recommended):**\n2. **Install Required Python Packages:**\n3. **Install Playwright:**\n\n### Setting Up Your API Key\n\n- An OpenAI API key is necessary for running the application. You can get your API key from [OpenAI Platform](https://platform.openai.com/api-keys) if you have a ChatGPT Plus account.\n\n## Usage\n\n1. **Start the Streamlit Application:**\nRun the application by navigating to the application's directory and using the command:\n\n2. **Enter Your OpenAI API Key:**\nUpon launching the application, you'll be prompted to enter your OpenAI API key in the sidebar.\n\n3. **Using the Application:**\n- Enter your research question in the provided text input.\n- Click the \"Search\" button to initiate the research process.\n- Wait for the application to scrape Google search results, analyze the content, and generate a response based on the most relevant information.\n\n## Limitations and Notes\n\n- The application requires a stable internet connection for scraping and accessing the OpenAI API.\n- Response times may vary based on the complexity of the query and the volume of content to be analyzed.\n- The application does not store user queries or responses, ensuring privacy.\n\n## Contributions\n\nContributions to improve the Real-time Google Research Assistant are welcome. Please feel free to fork the repository, make changes, and submit pull requests.\n\n## License\n\nThis project is open-sourced under the MIT License. See the LICENSE file for more details.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcontractorwolf%2Fstreamlit-researcher","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcontractorwolf%2Fstreamlit-researcher","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcontractorwolf%2Fstreamlit-researcher/lists"}