{"id":28939543,"url":"https://github.com/45harry/equity-research-tool","last_synced_at":"2025-08-13T07:12:37.876Z","repository":{"id":298637426,"uuid":"1000598576","full_name":"45Harry/Equity-Research-Tool","owner":"45Harry","description":"A Streamlit application that analyzes news articles using Groq's Llama 3 model and FAISS vector search.","archived":false,"fork":false,"pushed_at":"2025-06-12T04:00:44.000Z","size":17,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-06-12T05:19:58.690Z","etag":null,"topics":["genai","genai-usecase","grok","llms","responsive","stremlit"],"latest_commit_sha":null,"homepage":"","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/45Harry.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":"2025-06-12T03:23:27.000Z","updated_at":"2025-06-12T04:02:57.000Z","dependencies_parsed_at":"2025-06-12T05:20:00.857Z","dependency_job_id":"f2cfe9bf-919f-4c8a-8a8b-ad3f8167ebcf","html_url":"https://github.com/45Harry/Equity-Research-Tool","commit_stats":null,"previous_names":["45harry/equity-research-tool"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/45Harry/Equity-Research-Tool","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/45Harry%2FEquity-Research-Tool","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/45Harry%2FEquity-Research-Tool/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/45Harry%2FEquity-Research-Tool/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/45Harry%2FEquity-Research-Tool/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/45Harry","download_url":"https://codeload.github.com/45Harry/Equity-Research-Tool/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/45Harry%2FEquity-Research-Tool/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":261389624,"owners_count":23151394,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":["genai","genai-usecase","grok","llms","responsive","stremlit"],"created_at":"2025-06-23T00:31:11.383Z","updated_at":"2025-08-13T07:12:37.797Z","avatar_url":"https://github.com/45Harry.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# News Research Tool 🗞️🔍\n\nA Streamlit application that analyzes news articles using Groq's Llama 3 model and FAISS vector search.\n\n## Features\n- Process up to 3 news article URLs simultaneously\n- Extract and chunk text content\n- Generate embeddings using HuggingFace models\n- Query articles with natural language questions\n- Source attribution for answers\n\n## Prerequisites\n- Python 3.8+\n- Groq API key (get it from [Groq Cloud](https://console.groq.com/keys))\n\n## Installation\n1. Clone this repository\n2. Install dependencies:\n   ```bash\n   pip install -r requirements.txt\n\n3. Create a .env file or set environment variable:\n    text\n\n    GROQ_API_KEY=your_api_key_here\n\n## Usage\n1. Run the application:\n    ```bash \n   streamlit run app.py\n\n2. In the sidebar:\n\n   Enter 1-3 news article URLs\n    \n   Click \"Process URLs\"\n\n3. Wait for processing to complete (embeddings generation may take 1-2 minutes)\n\n4. Ask questions in the main input field","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F45harry%2Fequity-research-tool","html_url":"https://awesome.ecosyste.ms/projects/github.com%2F45harry%2Fequity-research-tool","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F45harry%2Fequity-research-tool/lists"}