{"id":22768141,"url":"https://github.com/rexsimiloluwah/streamlit-llm-apps","last_synced_at":"2025-04-15T01:37:52.225Z","repository":{"id":188727502,"uuid":"679288087","full_name":"rexsimiloluwah/streamlit-llm-apps","owner":"rexsimiloluwah","description":"LLM Applications built using Streamlit, LangChain, and OpenAI API","archived":false,"fork":false,"pushed_at":"2023-10-07T21:59:12.000Z","size":1313,"stargazers_count":11,"open_issues_count":2,"forks_count":7,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-28T13:38:03.716Z","etag":null,"topics":["langchain","llm","openai","streamlit"],"latest_commit_sha":null,"homepage":"https://llm-apps-x.streamlit.app/","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/rexsimiloluwah.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}},"created_at":"2023-08-16T14:01:37.000Z","updated_at":"2024-10-16T02:22:57.000Z","dependencies_parsed_at":"2023-08-19T20:00:45.113Z","dependency_job_id":null,"html_url":"https://github.com/rexsimiloluwah/streamlit-llm-apps","commit_stats":null,"previous_names":["rexsimiloluwah/streamlit-llm-apps"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rexsimiloluwah%2Fstreamlit-llm-apps","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rexsimiloluwah%2Fstreamlit-llm-apps/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rexsimiloluwah%2Fstreamlit-llm-apps/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rexsimiloluwah%2Fstreamlit-llm-apps/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/rexsimiloluwah","download_url":"https://codeload.github.com/rexsimiloluwah/streamlit-llm-apps/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248990470,"owners_count":21194761,"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","streamlit"],"created_at":"2024-12-11T14:10:01.356Z","updated_at":"2025-04-15T01:37:52.206Z","avatar_url":"https://github.com/rexsimiloluwah.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# LLM Apps using Streamlit and LangChain\n\n## Introduction\n\nThis repository showcases a suite of experimental LLM applications built using Streamlit.\n\n## Uses\n\n- Streamlit (UI)\n- LangChain\n- OpenAI API (`gpt-3.5-turbo`)\n\n## Run the App\n\n### Clone the Repository\n\n```bash\n$ git clone github.com/rexsimiloluwah/streamlit-llm-apps\n$ cd streamlit-llm-apps\n```\n\n### Install the dependencies\n\nYou can advisably create a virtual environment\n\n```bash\n$ pip install -r requirements.txt\n```\n\n## Run the app\n\n```bash\n$ streamlit run src/main.py\n\n# Using make\n$ make run-app\n```\n\n## Example Applications\n\n### 1. Simple Document QA App\n\nThis application enables you to perform question-answering over your PDF document. It uses the `RetrievalQA` chain and the in-memory `DocArray` vector store provided by LangChain.\n\n\u003cimg src=\"images/simple_document_qa_app.png\" alt=\"Simple Document QA App Screenshot\"/\u003e\n\u003cimg src=\"images/simple_document_qa_app_example.png\" alt=\"Simple Document QA App Example Screenshot\"/\u003e\n\n### 2. Web Page QA App\n\nThis application enables you to perform question-answering over content loaded from a web page. It similarly uses the `RetrievalQA` chain and the in-memory `DocArray` vector store provided by LangChain.\n\n\u003cimg src=\"images/web_page_qa_app.png\" alt=\"Web Page QA App Screenshot\"/\u003e\n\u003cimg src=\"images/web_page_qa_app_example.png\" alt=\"Web Page QA App Example Screenshot\"/\u003e\n\n### 3. Document Chat App\n\nThis application enables you to chat over your PDF document. It uses the `ConversationalRetrievalChain` chain and the in-memory `DocArray` vector store provided by LangChain. The memory is managed externally.\n\n\u003cimg src=\"images/document_chat_app.png\" alt=\"Document Chat App Screenshot\"/\u003e\n\u003cimg src=\"images/document_chat_app_example.png\" alt=\"Document Chat App Example Screenshot\" /\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frexsimiloluwah%2Fstreamlit-llm-apps","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frexsimiloluwah%2Fstreamlit-llm-apps","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frexsimiloluwah%2Fstreamlit-llm-apps/lists"}