weaviatellamaindexweaviateweaviateintermediate30 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.).
Tools used
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