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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.
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Content by Richmond Alake
Tutorial

How to Implement Working Memory in AI Agents and Agentic Systems for Real-time AI Applications

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Nov 18, 2024 | 13 min read
Tutorial

How to Use Cohere's Quantized Vectors to Build Cost-effective AI Apps With MongoDB

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Oct 03, 2024 | 23 min read
Article

Multi-agent Systems With AutoGen and MongoDB

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Sep 18, 2024 | 10 min read
Article

Implementing Robust RAG Pipelines: Integrating Google's Gemma 2 (2B) Open Model, MongoDB, and LLM Evaluation Techniques

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Sep 12, 2024 | 20 min read
Tutorial

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

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Aug 28, 2024 | 15 min read
Tutorial

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

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Aug 13, 2024 | 16 min read
Tutorial

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

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Aug 12, 2024 | 21 min read
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 a RAG System With Google's Gemma, Hugging Face and MongoDB

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Mar 21, 2024 | 12 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