advanced-rag

Here are 11 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 Oct 8, 2024
Jupyter Notebook

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 Dec 12, 2024
Jupyter Notebook

LongxingTan / open-retrievals

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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 Nov 23, 2024
Python

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 Oct 12, 2024
Python

yarikama / Agentic-Advanced-RAG

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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 Sep 20, 2024
Jupyter Notebook

Mehul-Gupta-SMH / CoderAssistants

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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