Building a Flexible Web Crawler Architecture for AI Agents
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Blog posts
2025
2024
Stream of Search (SoS): Learning to Search in Language
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In the landscape of AI, the ability of LLMs to reason, plan and solve complex problems has become increasingly significant. This novel paper titled “Stream of Search (SoS): Learning to Search in Language” delves into this crucial area, proposing an approach that enhances the reasoning capabilities of LLMs through the concept of search.
Reflection Tuning
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In this post, we will review one of the most recent and effective approaches for improving the quality of instruction-tuning data, known as reflection-tuning.
Hands on Transformers
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In this post we will be looking at the Transformer architecture in detail. You can also find the code for this post on my GitHub Repository.
2023
Prompt Engineering Guide
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Prompt Engineering
Prompt engineering is a discipline focused on crafting efficient prompts for large language models (LLMs). These skills aid in comprehending LLM capabilities and limitations. Researchers apply prompt engineering to enhance LLM performance in various tasks, from QA to arithmetic reasoning. Developers use it to create compelling interfaces for LLMs and other tools.
NLP Paper Club Week2 (Oct 02 - Oct 09)
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In this blog post I tried to introduce top papers in ML (particularly in NLP) and give a brief overview on them.
NLP Paper Club Week1 (Sep 25 - Oct 1)
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In this blog post I tried to introduce top papers in ML (particularly in NLP) and give a brief overview on them.