Cohere — 2 Technical Articles

Nov 8, 2024 · Artificial Intelligence

How to Build a Multimodal Embedding RAG with Cohere and LlamaIndex

This guide explains how to overcome the limitations of text‑only embeddings for enterprise AI search by using a multimodal embedding model to index and retrieve both text and images, detailing the full workflow, code examples, and performance benefits.

CohereLLMLlamaIndex

0 likes · 13 min read

How to Build a Multimodal Embedding RAG with Cohere and LlamaIndex

AI Large Model Application Practice

Jun 17, 2024 · Artificial Intelligence

Boost Your RAG Pipeline with Cohere and BGE Rerank Models

This guide explains why post‑retrieval reranking is essential for Retrieval‑Augmented Generation, compares the commercial Cohere Rerank service with the open‑source bge‑reranker‑large model, and provides step‑by‑step code for integrating both into LlamaIndex pipelines, including a custom TEI‑based processor.

BGECohereLlamaIndex

0 likes · 11 min read

Boost Your RAG Pipeline with Cohere and BGE Rerank Models