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From the GUI you will be able to:\n\n- Upload CSV data\n- Create an index\n- Edit the system and user prompt\n- Ask questions in natural language\n\n![demo](src/static/images/minipilot.gif)\n\nThe system uses:\n\n- Redis Stack as a vector database to store the dataset and vectorize the content for RAG using Redis [vector search capabilities](https://redis.io/docs/latest/develop/interact/search-and-query/advanced-concepts/vectors/).\n- OpenAI ChatGPT Large Language Model (LLM) [ChatCompletion API](https://platform.openai.com/docs/guides/gpt/chat-completions-api)\n\n## Quickstart\n\nFollow these instructions to build and start Minipilot and a Redis Stack database as containers on your laptop. For more installation methods, refer to the docs.\n\n1. `git clone https://github.com/redis/minipilot.git`\n2. `export OPENAI_API_KEY=\"your-openai-key\"`\n2. `cd minipilot`\n3. `docker compose build --no-cache \u0026\u0026 docker compose up -d` and wait a couple of minutes until Redis loads the [IMDB movies dataset](https://www.kaggle.com/datasets/ashpalsingh1525/imdb-movies-dataset) in memory\n4.  Point your browser to [http://127.0.0.1:5007/](http://127.0.0.1:5007), tune the prompt and start chatting\n5. Browse your data with Redis Insight at [http://127.0.0.1:8099](http://127.0.0.1:8099)\n\n## Troubleshooting\n\nFor troubleshooting, you can copy the execution log from the container to the host.\n\n```commandline\ndocker cp minipilot:/app/gunicorn.log .\n```\n\nNote that if your OpenAI key is not valid or expired, set the correct key as environment variable and restart the Minipilot container (or rebuild it).\n\n## Documentation\n- [Installation Guide](docs/installation.md)\n- [Usage Guide](docs/usage.md)\n- [API Documentation](docs/api.md)\n- [Architecture Overview](docs/architecture.md)\n- [FAQ](docs/faq.md)\n\n\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fredis%2Fminipilot","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fredis%2Fminipilot","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fredis%2Fminipilot/lists"}