Generate & Ship UI with minimal effort - Open Source Generative UI with natural language
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Apr 30, 2025 - TypeScript
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rag-pipeline
Here are 48 public repositories matching this topic...
Quickest way to production grade RAG UI.
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Jun 19, 2025 - TypeScript
Build a RAG preprocessing pipeline
pdf ocr haystack pdf-to-text document-parser pdf-ocr-extraction pdf-to-json table-recognition table-detection llm langchain llamaindex retrieval-augmented-generation rag-pipeline
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Apr 7, 2024 - Jupyter Notebook
Production-ready Chainlit RAG application with Pinecone pipeline offering all Groq and OpenAI Models, to chat with your documents.
gemma pinecone rag groq vector-database chatgpt langchain chainlit mistralai mistral-7b rag-implementation groqapi rag-pipeline llama3 llama3-rag
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May 16, 2025 - Python
Search for a holiday and get destination advice from an LLM. Observability by Dynatrace.
demo openai dynatrace pinecone ai-observability llm genai ollama rag-pipeline obslab application-observability
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Jun 12, 2025 - HTML
Demo LLM (RAG pipeline) web app running locally using docker-compose. LLM and embedding models are consumed as services from OpenAI.
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May 3, 2024 - Python
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
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Oct 15, 2024 - Python
Learn Retrieval-Augmented Generation (RAG) from Scratch using LLMs from Hugging Face and Langchain or Python
artificial-intelligence rag datascience-machinelearning generative-ai llm-training retrieval-augmented-generation rag-model llm-framework llm-apps llm-evaluation genai-usecase rag-implementation rag-evaluation rag-embeddings rag-pipeline rag-llm rag-chatbot rag-application genai-domain
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Jan 20, 2025 - Jupyter Notebook
AI-driven prompt generation and evaluation system, designed to optimize the use of Language Models (LLMs) in various industries. The project consists of both frontend and backend components, facilitating prompt generation, automatic evaluation data generation, and prompt testing.
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Aug 15, 2024 - Python
This research aims to develop an AI Legal Chain Resolver using Mixture-of-Experts and a multi-agent system to provide tailored legal guidance. It simplifies legal navigation across statutes, precedents, and regulations while offering legal assistance through a conversational system to enhance accessibility and understanding.
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Jun 4, 2025 - Jupyter Notebook
RAG enhances LLMs by retrieving relevant external knowledge before generating responses, improving accuracy and reducing hallucinations.
knowledge-graph embedding-models semantic-search document-retrieval text-embedding faiss vector-search ai-chatbot prompt-engineering chromadb retrieval-augmented-generation rag-pipeline langchain-rag llm-applications multi-modal-rag custom-llm llm-retrieval knowledge-augmented-llm retrieval-qa huggingface-rag
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Feb 14, 2025 - Jupyter Notebook
Git Your Code implements a cutting-edge Retrieval-Augmented Generation (RAG) architecture designed for deep semantic analysis of GitHub repositories. The system leverages vector embeddings, natural language processing, and machine learning to provide intelligent code comprehension and query capabilities.
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Mar 27, 2025 - TypeScript
Using MLflow to deploy your RAG pipeline, using LLamaIndex, Langchain and Ollama/HuggingfaceLLMs/Groq
deployment cicd evaluation-metrics rag mlops mlflow mlflow-tracking-server mlflow-tracking mlflow-projects mlflow-ui mlops-template mlops-project llamaindex rag-evaluation rag-pipeline llamaindex-rag mlflow-deployement
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Jan 20, 2025 - Python
Powerful framework for building applications with Large Language Models (LLMs), enabling seamless integration with memory, agents, and external data sources.
knowledge-graph semantic-search text-embedding document-processing faiss vector-search huggingface ai-chatbot large-language-models prompt-engineering generative-ai langchain chromadb retrieval-augmented-generation llm-agents multi-modal-ai rag-pipeline llm-applications custom-llm fine-tuning-llms
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Feb 13, 2025 - Jupyter Notebook
It's an AI chatbot based on RAG pipeline for answering queries related to Sitare University.
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May 31, 2025 - Python
NewsMate is a full-stack AI chatbot that answers news-related queries using a RAG pipeline. It features Xenova embeddings, Qdrant vector search, Gemini API, Redis-based session handling, and a modern React + Tailwind CSS frontend.
nodejs redis reactjs embeddings gemini redis-cache tailwindcss qdrant qdrant-vector-database xenova rag-pipeline
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May 11, 2025 - JavaScript
A GenAI based search system that scans numerous fashion product descriptions to recommend suitable options based on user queries.
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Sep 27, 2024 - Jupyter Notebook
RAG & LLM with Pathway to Process your Financial Reports and Tables from both structured data (tables) & unstructured data (text/images) with Claude Sonet 3.5 using Google Drive Connector of Pathway using streamlit
python nlp docker natural-language-processing pipeline google-drive-api rag docker-pipeline streamlit vector-database llm claude-api retrieval-augmented-generation rag-pipeline claude-3-5-sonnet
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Apr 4, 2025 - Python
This repository offers a hands-on guide to mastering Generative AI with Langchain and Huggingface. It covers key concepts, practical implementation, and deployment strategies to help AI enthusiasts, developers, and professionals build and optimize AI models efficiently
machine-learning deep-learning optimization transformers generative-model chatbots deeplearning content-generation huggingface llms generative-ai retrieval-augmented-generation rag-pipeline langhchain
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May 21, 2025 - Jupyter Notebook
Project Agora: An expert system for the Google ADK, powered by a hierarchical multi-agent framework to automate code generation, architecture, and Q&A.
python automation framework google-cloud code-generation multi-agent-systems vertex-ai prompt-engineering generative-ai rag-pipeline agentic-ai agent-development-kit google-adk adkhackathon
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Jun 20, 2025 - Python
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