🔄 LLM RAG Pipelines - emschwartz · Scour

LangChain Series #2: Models Explained — LLMs, Chat Models, and Embeddings with Practical…

pub.towardsai.net

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When Poison Fails After Retrieval: Revisiting Corpus Poisoning under Chunking and Reranking Pipelines

📄Semantic Chunking Academic

Context windows in AI: why every token is a budget decision

🪄Prompt Engineering Blog

Your AI agent reads the fine print: building a RAG pipeline over EU regulations with Elasticsearch and OGX

🏗️Search Infrastructure Blog

Show HN: Incremental RAG ingestion, only changed chunks get re-embedded

🎯Qdrant Code

github.com··Hacker News

CQC-RAG: Robust Retrieval-Augmented Generation via Cross-Query Consistency

📄Semantic Chunking Academic

LangChain Series #3: Prompts Explained — Prompt Templates, Chat Prompts, Dynamic Prompting…

🪄Prompt Engineering

pub.towardsai.net

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Energy-Efficient On-Device RAG on a Mobile NPU: System Design and Benchmark on Snapdragon X Elite

📱Edge AI Optimization Academic

Uncertainty-Aware Hybrid Retrieval for Long-Document RAG

🎨Chroma Academic

How Fine-Grained Should a RAG Benchmark Be? A Hierarchical Framework for Synthetic Question Generation

🕸️Sparse Vectors Academic

Fine-Tuning vs. RAG vs. Prompting: the Definitive Decision Framework for 2026

🪄Prompt Engineering

pub.towardsai.net

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CompRank: Efficient LLM Reranking via Token-Level Compression and Decoding-Free Scoring

✖️Cross-encoders Academic

LangChain Explained: Understanding Models, Prompts, Chains, Memory, Indexes, and Agents

📄Semantic Chunking

pub.towardsai.net

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EverydayGPT: Confidence-Gated Routing for Efficient and Safe Hybrid GPT-RAG Conversational QA

📱Edge Computing Academic

TA-RAG: Tone-Aware Retrieval-Augmented Generation for Peer-Support Health Communication

🎨Chroma Academic

uva-irlab-conv at SemEval-2026 Task 8: Multi-Turn RAG with Learned Sparse Retrieval and Listwise Reranking

🕸️Sparse Vectors Academic

What is Agentic RAG? Building Multi-Agent Agentic RAG Systems

pub.towardsai.net

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Beyond Basic RAG (Part 3): Agentic RAG, CRAG, Self-RAG and GraphRAG Explained | M012 | Mehul Ligade

🕸️Sparse Vectors

pub.towardsai.net

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Decoupling Semantics and Logic: A Training-Free Coarse-to-Fine Pipeline for Video Retrieval-Augmented Generation

📌Embedding Retrieval Academic

Fine-tuning vs RAG vs MeMo: Where should LLM Knowledge Live?

📌Embedding Retrieval

pub.towardsai.net

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