Show HN: RAG App Example with Self-hosted Embedding and LLM Services

Show HN: RAG App Example with Self-hosted Embedding and LLM Services(github.com)

5 points by mkandler 1 year ago | 1 comment

mkandler 1 year ago |

This is an example of how to build a RAG app on FastAPI with vector embeddings and LLM inference broken out as separate services. Using Runhouse, those services can be hosted on your own infra (A10 GPU on your own AWS, for example).

Hoping that this is helpful for anyone considering ways to scale out components of a more complex RAG application.

mkandler 1 year ago |

This is an example of how to build a RAG app on FastAPI with vector embeddings and LLM inference broken out as separate services. Using Runhouse, those services can be hosted on your own infra (A10 GPU on your own AWS, for example).

Hoping that this is helpful for anyone considering ways to scale out components of a more complex RAG application.