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NirDiamant /Controllable-RAG-Agent

Sponsor

Star1.5k

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

UpdatedJun 17, 2025
Jupyter Notebook

Denis2054 /RAG-Driven-Generative-AI

Star541

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

UpdatedSep 23, 2025
Jupyter Notebook

LongxingTan /open-retrievals

Sponsor

Star73

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

UpdatedAug 10, 2025
Python

yarikama /Agentic-Advanced-RAG

Star12

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

UpdatedJan 12, 2025
Jupyter Notebook

Mehul-Gupta-SMH /CoderAssistants

Star8

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

UpdatedJun 3, 2024
Python

kyopark2014 /rag-with-reflection

Star8

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

aws reflection chatbot query-rewriting advanced-rag

UpdatedJan 6, 2025
Python

konradbjk /talk-building-genai-apps

Star5

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

UpdatedNov 29, 2024
Python

AnasAber /RAG_in_CPU

Star5

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

UpdatedOct 15, 2024
Python

manishkatyan /langgraph-chat-app

Star1

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

UpdatedMar 11, 2025
Python

sanitprime /Advanced_Graph_RAG

Star1

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

UpdatedDec 17, 2025
Python

razamehar /Advanced-RAG

Star1

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

UpdatedJun 19, 2025
Jupyter Notebook

vashishthdoshi /from-RAG-to-riches

Star0

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

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

UpdatedOct 4, 2025
Jupyter Notebook

Rupesh4604 /Intelligent-Multi-Agent-Knowledge-Assistant

Star0

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