WeaviateLlamaIndexweaviate-clientllama-index-vector-stores-weaviateintermediate30 min

Weaviate + LlamaIndex RAG pipeline

Scalable, persistent semantic search and RAG for AI agents with hybrid retrieval, metadata filtering, and multi-modal support over custom datasets.

Prerequisites

  • →pip install llama-index llama-index-vector-stores-weaviate weaviate-client
  • →Running Weaviate instance (Docker: docker run ... or cloud sandbox)
  • →OpenAI/HuggingFace API keys for embeddings/LLM
  • →Input documents in supported formats (PDF
  • →TXT
  • →etc.).

Further reading