• Evaluate production RAG with Trulens

    By Published On: 25 de December de 2023Categories: LLM, MLOps, RAG

    In this post we are going to see how to use the Llamaindex Python library

  • Build your own production RAG with Llamaindex, Chroma, Ollama and FastAPI

    By Published On: 6 de December de 2023Categories: LLM, RAG

    In this post we are going to see how to use the Llamaindex Python library to build our own RAG. We well be ingesting finance literacy books in form of pdf and epub in a Vector index. In the second part, we'll be exposing the RAG through FastAPI and we'll profile the calls with Traceloop.

Tags

AI Ansible ArgoCD Automation Big Data ChromaDB Data Mesh Docker FastAPI Gitlab GitOps Grafana Helm K3s Llamaindex Prometheus Safety Skaffold Traceloop Trulens Twitter