{"id":20963021,"url":"https://github.com/valenradovich/talk-to-link","last_synced_at":"2026-04-12T17:46:05.049Z","repository":{"id":209721207,"uuid":"723071240","full_name":"valenradovich/talk-to-link","owner":"valenradovich","description":"Talk to as many links as you want. Get a summary, ask specific questions, explore the depths of the information. Your imagination is the limit.","archived":false,"fork":false,"pushed_at":"2024-01-09T00:44:24.000Z","size":466,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-20T01:26:20.457Z","etag":null,"topics":["langchain","llm","openai","rag","streamlit"],"latest_commit_sha":null,"homepage":"https://talk-to-links.streamlit.app","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/valenradovich.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":"2023-11-24T15:59:26.000Z","updated_at":"2024-09-04T14:31:49.000Z","dependencies_parsed_at":null,"dependency_job_id":"8c29125f-4a73-4435-bf6c-6a33a87db091","html_url":"https://github.com/valenradovich/talk-to-link","commit_stats":null,"previous_names":["valenradovich/talk-to-link"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/valenradovich%2Ftalk-to-link","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/valenradovich%2Ftalk-to-link/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/valenradovich%2Ftalk-to-link/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/valenradovich%2Ftalk-to-link/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/valenradovich","download_url":"https://codeload.github.com/valenradovich/talk-to-link/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243359686,"owners_count":20278244,"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":["langchain","llm","openai","rag","streamlit"],"created_at":"2024-11-19T02:40:15.503Z","updated_at":"2025-12-25T17:59:33.661Z","avatar_url":"https://github.com/valenradovich.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Talk to Links 💬\nTalk to as many links as you want. Get a summary, ask specific questions, explore the depths of the information. Your imagination is the limit.\n\n## Why?\n- Too many websites of your interest to read? \n- Too many news to follow? \n- Too many Medium posts saved and not enough time to read them all?\n\n## How to use\n1. Go to [Talk to Links](https://talk-to-links.streamlit.app) website.\n2. Enter your [OpenAI API](https://platform.openai.com/account/api-keys) key.\n3. Enter the URLs you want to process.\n4. Done! Just chat as you do regularly to Chat GPT.\n\n## Demo\nIn this demo i'm doing an example of how someone can use the app, doing specific questions or just asking for a summary\n\n[demo_talk_to_link.mp4](https://github.com/valenradovich/talk-to-link/assets/86897297/501f1862-2477-489d-8d9e-b2db936f776b.mp4)\n\n## Technologies\nIt uses [OpenAI's API](https://openai.com/), [LangChain](https://www.langchain.com) and [FAISS](https://github.com/facebookresearch/faiss).\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvalenradovich%2Ftalk-to-link","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvalenradovich%2Ftalk-to-link","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvalenradovich%2Ftalk-to-link/lists"}