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Installation

Bash
pip install apogee-ai-rag

For specific integrations, install the matching extra:

Bash
pip install "apogee-ai-rag[pgvector]"   # PostgreSQL + pgvector
pip install "apogee-ai-rag[qdrant]"     # Qdrant
pip install "apogee-ai-rag[weaviate]"   # Weaviate
pip install "apogee-ai-rag[pinecone]"   # Pinecone
pip install "apogee-ai-rag[milvus]"     # Milvus
pip install "apogee-ai-rag[chroma]"     # Chroma
pip install "apogee-ai-rag[langchain]"  # LangChain bridge
pip install "apogee-ai-rag[llamaindex]" # LlamaIndex bridge
pip install "apogee-ai-rag[ragas]"      # Ragas evaluator
pip install "apogee-ai-rag[langfuse]"   # Langfuse observability
pip install "apogee-ai-rag[all]"        # convenience bundle

Verify

Python
import apogee_ai_rag
print(apogee_ai_rag.__version__)