Design intelligent AI agents with retrieval-augmented generation, memory components, and graph-based context integration.

Build intelligent applications that combine large language models with your enterprise data using battle-tested RAG patterns and native vector search capabilities.

In this tutorial, we build an elastic vector database simulator that mirrors how modern RAG systems shard embeddings across distributed storage nodes. We implement consistent hashing with virtual ...

RAG_OPENAI_PROXY: (Optional) Proxy for OpenAI API Embeddings Note: When using with LibreChat, you can also set HTTP_PROXY and HTTPS_PROXY environment variables in the docker-compose.override.yml file ...