advanced-rag

Here are 23 public repositories matching this topic...

NirDiamant / Controllable-RAG-Agent

This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated graph based algorithm to handle the tasks.

python agent openai rag llm llms langchain genai langgraph advanced-rag

Updated Jun 17, 2025
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Denis2054 / RAG-Driven-Generative-AI

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This repository provides programs to build Retrieval Augmented Generation (RAG) code for Generative AI with LlamaIndex, Deep Lake, and Pinecone leveraging the power of OpenAI and Hugging Face models for generation and evaluation.

chroma llama scaling embedding-models grok pinecone fine-tuning indexing-querying multimodal rag huggingface openai-api vision-transformer llama-index chromadb advanced-rag gpt4-omni gpt-4o-mini xai-grok

Updated Sep 23, 2025
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LongxingTan / open-retrievals

Sponsor

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All-in-One: Text Embedding, Retrieval, Reranking and RAG in Transformers

nlp information-retrieval retrieval embeddings triplet-loss sentence-similarity finetuning rag sentence-embedding contrastive-learning llm llm-rerankers advanced-rag llm-embeddings rag-retrieval rag-rerank

Updated Aug 10, 2025
Python

pheonix-delta / WiredBrain-Hierarchical-Rag

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Hierarchical RAG architecture scaling to 693K chunks on consumer hardware (4GB VRAM). Features 3-address routing, hybrid vector+graph fusion, and SetFit classification.

python knowledge-graph semantic-search postgress rag vector-search edge-ai network-routing setfit pgvector advanced-rag graphrag rust-optimization agentic-rag grounded-reasoning low-vram hierarchical-rag anti-hallucination vector-databse

Updated Feb 11, 2026
Python

yarikama / Agentic-Advanced-RAG

Star

Building a multi-agent RAG system with advanced RAG methods

rag milvus hybrid-search generative-ai langchain retrieval-augmented-generation langsmith crewai langgraph advanced-rag

Updated Jan 12, 2025
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kyopark2014 / rag-with-reflection

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It shows an advanced RAG with Reflection where LangGraph is used for workflow management.

aws reflection chatbot query-rewriting advanced-rag

Updated Jan 6, 2025
Python

Mehul-Gupta-SMH / CoderAssistants

Star

Multiple Coder assistants: This project leverages Language Model (LLM) agents to generate code snippets for users, providing assistance in various programming tasks. Additionally, it constructs a knowledge bank that can be referenced to aid in code creation for individual references.

assistant code-generation agents llm advanced-rag

Updated Jun 3, 2024
Python

konradbjk / talk-building-genai-apps

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The only prototyping Multi-Agent systems repo you will need, running on dockers

prototyping gemma multi-agent-systems rag streamlit generative-ai elevenlabs langflow advanced-rag

Updated Nov 29, 2024
Python

AnasAber / RAG_in_CPU

Star

This repo is for advanced RAG systems, each branch will represent a project based on RAG.

redis redis-cache chat-application cohere faiss rag groq llms generative-ai langchain chromadb chat-with-pdf cohere-api rag-implementation faiss-vector-database groq-api rag-pipeline advanced-rag

Updated Oct 15, 2024
Python

manishkatyan / langgraph-chat-app

Star

A multi-agent chat application combining flight search, news retrieval, and financial document analysis using LangGraph and advanced RAG. Features a hybrid search strategy with BM25, vector similarity, and MMR, enhanced by Cohere re-ranking for accurate document retrieval.

langgraph advanced-rag multi-agentic

Updated Mar 11, 2025
Python

sanitprime / Advanced_Graph_RAG

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nlp agent deep-learning neo4j embeddings groq vector-database sentence-transformers generative-ai langchain anthropic chromadb genai llm-agent graph-rag advanced-rag graphrag agentic-rag

Updated Feb 15, 2026
Python

razamehar / Advanced-RAG

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python openai reranking hybrid-search large-language-models langchain retrieval-augmented-generation rag-fusion advanced-rag flashrank-reranking

Updated Jun 19, 2025
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vashishthdoshi / from-RAG-to-riches

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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

KartikPawade / Semantic-RAG-Knowledge-Engine

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A production-ready Advanced RAG API featuring background ingestion, schema-driven routing, and dynamic metadata filtering. Built with FastAPI, ChromaDB, and Ollama, it utilizes RabbitMQ workers for scalable, idempotent document processing and autonomous query expansion.

rabbitmq semantic-search query-expansion vector-database langchain chromadb advanced-rag metadata-filtering metadata-enrichment multi-collection langchain-lcel dynamic-filter-extraction dynamic-pydantic-validation background-ingestion

Updated Feb 14, 2026
Python

Rupesh4604 / Intelligent-Multi-Agent-Knowledge-Assistant

Star

A sophisticated, multi-agent system designed to provide specialized answers from multiple knowledge bases using an advanced Retrieval-Augmented Generation (RAG) pipeline. This project demonstrates a robust architecture for building intelligent, scalable, and context-aware AI assistants.

ai-agents multi-agent-system gemini-api faiss advanced-rag