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So you wanna build a local RAG?

Show HN: Offline RAG System Using Docker and Llama 3 (No Cloud APIs)

Building a Simple Search Engine That Works

Word2Vec-style vector arithmetic on docs embeddings

The Parallel Search API

The Case Against PGVector

Syllabi – Open-source agentic AI with tools, RAG, and multi-channel deploy

Binary Retrieval-Augmented Reward Mitigates Hallucinations

Production RAG: what I learned from processing 5M+ documents

RAG vs MCP vs Agents — What’s the right fit for my use case?

RAG,CAG,COT, NLP and also CV combined in one I am not promoting my product try it for free I will update your plan

Content for Agentic RAG

Launch: SmartBuckets × LangChain — eliminate your RAG bottleneck in one shot

How can I build a RAG agent in n8n using Google Sheets as the database?

Show AIA: SmartBucket – with one line of code, never build a RAG pipeline again

Jamba mini 1.6 actually outperformed GPT-40 for our RAG support bot

[R] From Local to Global: A GraphRAG Approach to Query-Focused Summarization

I've built a lightweight hallucination detector for RAG pipelines – open source, fast, runs up to 4K tokens

Liquid AI

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LFM2-1.2B-RAG

Task: text-generation

Jina AI

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jina-embeddings-v4

Task: visual-document-retrieval

mindsdb

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mindsdb

Federated query engine for AI - The only MCP Server you'll ever need

langchain-ai

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langchain

🦜🔗 The platform for reliable agents.

pathwaycom

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pathway

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

run-llama

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llama_index

LlamaIndex is the leading framework for building LLM-powered agents over your data.