{"id":24783432,"url":"https://github.com/fosetorico/article_research_bot","last_synced_at":"2026-04-16T05:34:16.224Z","repository":{"id":274056642,"uuid":"822726299","full_name":"fosetorico/article_research_bot","owner":"fosetorico","description":"End-to-End Research Bot for Summarizing and Extracting Insights from Multiple URLs using advanced text processing, FAISS vector storage, and OpenAI services for accurate and concise responses.","archived":false,"fork":false,"pushed_at":"2025-02-07T16:40:20.000Z","size":655,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-24T06:38:32.570Z","etag":null,"topics":["faiss-vector-database","genai-chatbot","generative-ai","gpt","langchain","large-language-model","llm","openai-api","python","research-bot","streamlit","vector-database-embedding"],"latest_commit_sha":null,"homepage":"https://huggingface.co/spaces/valleeneutral/article_research_bot","language":"Jupyter Notebook","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/fosetorico.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}},"created_at":"2024-07-01T17:35:46.000Z","updated_at":"2025-02-07T16:40:24.000Z","dependencies_parsed_at":"2025-03-24T06:39:26.812Z","dependency_job_id":null,"html_url":"https://github.com/fosetorico/article_research_bot","commit_stats":null,"previous_names":["fosetorico/article_research_bot"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/fosetorico/article_research_bot","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fosetorico%2Farticle_research_bot","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fosetorico%2Farticle_research_bot/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fosetorico%2Farticle_research_bot/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fosetorico%2Farticle_research_bot/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/fosetorico","download_url":"https://codeload.github.com/fosetorico/article_research_bot/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fosetorico%2Farticle_research_bot/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31872656,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-15T15:24:51.572Z","status":"online","status_checked_at":"2026-04-16T02:00:06.042Z","response_time":69,"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":["faiss-vector-database","genai-chatbot","generative-ai","gpt","langchain","large-language-model","llm","openai-api","python","research-bot","streamlit","vector-database-embedding"],"created_at":"2025-01-29T12:17:07.456Z","updated_at":"2026-04-16T05:34:16.201Z","avatar_url":"https://github.com/fosetorico.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Research Bot for URL-Based Data Summarization and Insight Extraction\n#### Link: https://huggingface.co/spaces/valleeneutral/article_research_bot\n\nThis project provides a robust research bot designed to assist users in summarizing and extracting meaningful insights from multiple URLs. By leveraging the capabilities of advanced text processing and vector storage, the bot ensures efficient data handling and insightful responses. The workflow involves loading data from URLs, splitting the data into manageable chunks, storing the data in a FAISS vector database, and responding to user prompts with accurate and concise summaries.\n\n## Architechtural Overview\n![arch_pix](https://github.com/fosetorico/tomato_disease_detection/assets/14139087/d06136c5-ae64-4c2f-9fe2-3eda2b80a352)\n\n## Steps to run this Project?\n\n#### 1. Clone the repository\n```\ngit clone https://github.com/fosetorico/article_research_bot.git\n```\n\n#### 2. Create a conda environment after opening the repository\n```\nconda create -n your-chosen-name python=3.10 -y\n```\n\n```\nconda activate your-chosen-name\n```\n\n#### 3. Rename the '.env.example' file to '.env' and insert your OpenAI key\n\n#### 4. Install the requirements\n```\npip install -r requirements.txt\n```\n\n#### 5. Finally run the following command\n```\nstreamlit run app.py\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffosetorico%2Farticle_research_bot","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffosetorico%2Farticle_research_bot","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffosetorico%2Farticle_research_bot/lists"}