naive-rag

Here are 10 public repositories matching this topic...

MohammedAly22 / AgenticRAG

AgenticRAG is an advanced AI-powered retrieval-augmented generation (RAG) Agent designed to provide users with an interactive and intelligent conversational experience

pdf-viewer conversational-agents ai-agents conversational-ai rag streamlit-application retrieval-augmented-generation pdf-chatbot ai-agents-framework agentic-rag agentic-ai naive-rag rag-langchain

Updated Jul 21, 2025
Python

tobiashaab / NaiveRAG

Star

A simple NaiveRAG pipeline.

rag retrieval-augmented-generation rag-pipeline naive-rag

Updated Oct 9, 2025
Python

BuniDev-coding / Rag-System-with-WebUi-mini-Project

Star

ทำนอกเวลา อยากไปสาย AI

semantic-search bm25 reranking hybrid-search rag-pipeline rag-chatbot naive-rag rag-system

Updated Mar 20, 2026
HTML

JavaAIDev / web-page-qa

Star

Web Page Q&A using Spring AI

rag spring-ai naive-rag

Updated Apr 24, 2026
Java

minciencias-maternas / obstetrics-rag-benchmark

Star

A comprehensive research project comparing different Retrieval-Augmented Generation (RAG) techniques applied to medical question-answering in obstetrics.

research slm bm25 query-rewriting pageindex rag obstetrics slms llm hybrid-rag naive-rag

Updated Apr 5, 2026
Python

Production-grade Naive RAG pipeline built from scratch: PDF loading, recursive chunking, HuggingFace embeddings, FAISS (cosine) retrieval with score-threshold filtering, and grounded Groq LLM generation with source citations. Every design decision documented — from the FAISS cosine gotcha to empirical threshold tuning.

python embeddings faiss groq vector-database ai-engineering llm generative-ai langchain retrieval-augmented-generation naive-rag

Updated Aug 5, 2026
Python

akhiranandan-04 / Simple-RAG-Pipeline-

Star

A lightweight, high-performance, production-ready Retrieval-Augmented Generation (RAG) system built strictly using Google Gemini 3.6 Flash, Chroma DB, SentenceTransformers (all-MiniLM-L6-v2) Embedding Model, and Python, built entirely without LangChain or third-party orchestration frameworks.

chunking rag vector-embeddings chromadb all-minilm-l6-v2 ragpipeline naive-rag

Updated Aug 25, 2026
Python

Naveen-Ravichandran003 / langflow-rag-pipelines

Star

Explore the evolution of Retrieval-Augmented Generation (RAG) through three progressively sophisticated pipelines built with Langflow: Naive RAG (basic retrieval), Advanced RAG (semantic chunking + re-ranking + hallucination control), and Modular RAG (multi-store routing with LLM-powered query classification).

re-ranking generation embedding-models augument retrival langflow hallucination-detection rag-pipeline advanced-rag modular-rag naive-rag sementic-chunking

Updated May 9, 2026

PiyushPratap10 / naive_rag

Star

A simple Naive RAG implementation with Google Generative AI Model and ChromaDB

rag chromadb genai naive-rag

Updated Aug 30, 2025
Jupyter Notebook

vashishthdoshi / from-RAG-to-riches

Star

Pipelining, and implementing RAG, and evaluating comparative performance across enhancements

re-ranking top-k-sampling rag-evaluation rag-pipeline advanced-rag naive-rag

Updated Oct 4, 2025
Jupyter Notebook

Add this topic to your repo

To associate your repository with the naive-rag topic, visit your repo's landing page and select "manage topics."

Learn more

Navigation Menu

naive-rag

Here are 10 public repositories matching this topic...

MohammedAly22 / AgenticRAG

tobiashaab / NaiveRAG

BuniDev-coding / Rag-System-with-WebUi-mini-Project

JavaAIDev / web-page-qa

minciencias-maternas / obstetrics-rag-benchmark

Nitesh-lng / Naive_RAG

akhiranandan-04 / Simple-RAG-Pipeline-

Naveen-Ravichandran003 / langflow-rag-pipelines

PiyushPratap10 / naive_rag

vashishthdoshi / from-RAG-to-riches

Add this topic to your repo