Categories: AI/ML Research

Implementing Hybrid Semantic-Lexical Search in RAG

Implementing hybrid search strategies is a critical step in building modern RAG (Retrieval-Augmented Generation) systems , especially when shifting from prototype to production-ready solutions.

Implementing Multi-Modal RAG Systems

Large language models (LLMs) have evolved and permeated our lives so much and so quickly that many we have become dependent on them in all sorts of scenarios.

February 13, 2025

In "AI/ML Research"

Building RAG Systems with Transformers

This post is divided into five parts: • Understanding the RAG architecture • Building the Document Indexing System • Implementing the Retrieval System • Implementing the Generator • Building the Complete RAG System An RAG system consists of two main components: • Retriever: Responsible for finding relevant documents or passages…

April 24, 2025

In "AI/ML Research"

Advanced Techniques to Build Your RAG System

This post is divided into three parts; they are: • Query Expansion and Reformulation • Hybrid Retrieval: Dense and Sparse Methods • Multi-Stage Retrieval with Re-ranking One of the challenges in RAG systems is that the user's query might not match the terminology used in the knowledge base.

April 27, 2025

In "AI/ML Research"

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49 mins ago

Testing ZIT and Flux-1 with “NVIDIA PiD — Pixel Diffusion Decoder”

Just tested NVIDIA-PiD with 512px generated images and 1024 generated image downscaled to 512, because…

49 mins ago

AI/ML News

The Electric Ferrari Luce Is Finally Here

The covers have come off the Ferrari Luce, the most anticipated EV ever. It completely…

2 hours ago

AI/ML News

AI speeds up discovery of next-gen computer chips and electronic materials

An international study team, led by Flinders University in collaboration with Khalifa University UAE, built…

2 hours ago

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Brad Pitt casts Elliot for Achilles – an Ai acting performance experiment

I am putting most of my efforts to achieve more realistic Ai acting with natural…

1 day ago

AI/ML News

New light-based switch could cut chip energy use and speed future AI photonics

Photonic devices are hardware systems that can process information using light instead of electricity. These…

1 day ago

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Microsoft Lens First Tests: It’s Pretty Decent! – ComfyUI Native Support About to Be Merged

Model weights: https://huggingface.co/Comfy-Org/Lens PR: https://github.com/Comfy-Org/ComfyUI/pull/14077 You'll need to git the merge pull request if you're…

2 days ago

Implementing Hybrid Semantic-Lexical Search in RAG

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