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 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
Oct 03, 2024 | 23 min read
Article
Implementing Robust RAG Pipelines: Integrating Google's Gemma 2 (2B) Open Model, MongoDB, and LLM Evaluation Techniques
Sep 12, 2024 | 20 min read
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Tutorial
Adding Semantic Caching and Memory to Your RAG Application Using MongoDB and LangChain
Aug 13, 2024 | 16 min read
Tutorial
Building an AI Agent With Memory Using MongoDB, Fireworks AI, and LangChain
Aug 12, 2024 | 21 min read
Tutorial
How to Implement Agentic RAG Using Claude 3.5 Sonnet, LlamaIndex, and MongoDB
Jul 02, 2024 | 17 min read
Tutorial
How to Optimize LLM Applications With Prompt Compression Using LLMLingua and LangChain
Jun 18, 2024 | 13 min read
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