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Richmond Alake

Richmond Alake is an AI Engineer with an academic background in computer vision, robotics and machine learning. He has worked in software development and machine learning roles since 2016. Richmond has also taught AI/ML/Data courses online and has written over 200 technical articles with over 1 million views. Richmond is passionate about the utilisation of technology to solve real world problems.

Content by Richmond Alake

Tutorial

How to Implement Agentic RAG Using Claude 3.5 Sonnet, LlamaIndex, and MongoDB

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Jul 02, 2024 | 17 min read

Tutorial

Using OpenAI Latest Embeddings in a RAG System With MongoDB

MongoDB Atlas and Azure functions

Jul 01, 2024 | 15 min read

Tutorial

How to Optimize LLM Applications With Prompt Compression Using LLMLingua and LangChain

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Jun 18, 2024 | 13 min read

Tutorial

Building an AI Agent With Memory Using MongoDB, Fireworks AI, and LangChain

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Apr 23, 2024 | 21 min read

Tutorial

Building a RAG System With Google's Gemma, Hugging Face and MongoDB

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Mar 21, 2024 | 12 min read

Tutorial

Adding Semantic Caching and Memory to Your RAG Application Using MongoDB and LangChain

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Mar 20, 2024 | 16 min read

Tutorial

How to Build a RAG System Using Claude 3 Opus And MongoDB

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Mar 07, 2024 | 16 min read

Tutorial

How to Build a RAG System With LlamaIndex, OpenAI, and MongoDB Vector Database

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Feb 16, 2024 | 10 min read