{"id":15147596,"url":"https://github.com/sebi75/multitype-llm-chat","last_synced_at":"2025-08-20T17:21:42.119Z","repository":{"id":177925361,"uuid":"654568275","full_name":"sebi75/multitype-llm-chat","owner":"sebi75","description":"Add different kinds of data: Youtube videos, PDFs, Internet links and ask questions based on the content provided using an intuitive UI.","archived":false,"fork":false,"pushed_at":"2024-03-18T00:25:59.000Z","size":11967,"stargazers_count":16,"open_issues_count":1,"forks_count":3,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-30T22:38:34.179Z","etag":null,"topics":["embeddings","llms","microservices","openai","python","t3-stack","vector-database","vercel-ai"],"latest_commit_sha":null,"homepage":"","language":"TypeScript","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/sebi75.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}},"created_at":"2023-06-16T12:14:42.000Z","updated_at":"2024-12-29T23:07:41.000Z","dependencies_parsed_at":"2024-02-11T02:25:07.980Z","dependency_job_id":"65bcc4b6-f993-4e2c-a87d-6697ddea372d","html_url":"https://github.com/sebi75/multitype-llm-chat","commit_stats":null,"previous_names":["sebi75/multitype-llm-chat"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sebi75%2Fmultitype-llm-chat","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sebi75%2Fmultitype-llm-chat/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sebi75%2Fmultitype-llm-chat/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sebi75%2Fmultitype-llm-chat/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sebi75","download_url":"https://codeload.github.com/sebi75/multitype-llm-chat/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":237905674,"owners_count":19385037,"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":["embeddings","llms","microservices","openai","python","t3-stack","vector-database","vercel-ai"],"created_at":"2024-09-26T12:42:47.595Z","updated_at":"2025-02-09T04:32:22.267Z","avatar_url":"https://github.com/sebi75.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"## What is Multitype-LLM-Chat?\n\n- A basic POC for a RAG-based chatbot that can be used for a variety of purposes.\n- This is an AI-powered tool made for researching, by augmenting GPT models with your own data.\n\n- We recommend using a 'chat' instance within the app for a singular purpose. For example, you can use it to\n  research a specific large legal document, but adding other documents will likely confuse the model and you are\n  likely to get mixed results.\n\n- The app is currently in development and is not ready for production use. One can use it locally by following the instructions below.\n\nStructure:\n\n### You can check the app architecture in the diagram located into /assets\n\n\u003cimg width=\"1723\" alt=\"Untitled\" src=\"https://github.com/sebi75/multitype-llm-chat/assets/36008268/60dfd7c0-c21d-47a5-9196-e824b323539f\"\u003e\n\nhttps://github.com/sebi75/multitype-llm-chat/assets/36008268/c3de520c-9b11-468e-80a0-803a48f61d6d\n\n![app-architecture drawio](https://github.com/sebi75/multitype-llm-chat/assets/36008268/e4c56f6b-d32e-4f4d-b4dc-497fc7868c48)\n\n### How to start\n\n## Initialize the database\n\n- Create a new database in your local mysql server or use a remote one like PlanetScale\n- Add DATABASE_URL in your .env file\n- Initialize your new database with the schema:\n\n```bash\npnpm run db:push\n```\n\n## Start the weaviate vector database via docker-compose\n\n```bash\ncd ./indexing-service\n```\n\n```bash\ndocker-compose up\n```\n\n## Initialize the indexing service\n\n```\nbash cd ../indexing-service\n```\n\nCreate a new virtual environment and install the dependencies\n\n```bash\npython -m venv .venv\n```\n\nActivate the new virtual environment\n\n```bash\nsource .venv/bin/activate\n```\n\nInstall the dependencies from the requirements.txt file\n\n```bash\npip install -r requirements.txt\n```\n\nStart the Flask API.\n\n```bash\npython main.py\n```\n\n## Initialize the web app\n\n```bash\n cd web\n```\n\n```bash\n pnpm install\n```\n\n```bash\npnpm dev\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsebi75%2Fmultitype-llm-chat","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsebi75%2Fmultitype-llm-chat","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsebi75%2Fmultitype-llm-chat/lists"}