Build a Retrieval-Augmented Generation Chatbot using pgvector
In this tutorial, we show how to deploy an RAG chatbot built with the OpenAI embedding API, Replicate, pgvector, and the Koyeb Managed PostgreSQL service.
pgvector
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Use pgvector and Hugging Face to Build an Optimized FAQ Search with Sentence Similarity
In this tutorial, we showcase how to deploy a FAQ search service built with Hugging Face's Inference API, pgvector, Koyeb's Managed Postgres. The optimized FAQ Search leverages sentence similarity searching to provide the most relevant results to a user's search terms.