rag-pipeline

Here are 11 public repositories matching this topic...

Clearedge-AI / clearedge

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

Updated Apr 7, 2024
Jupyter Notebook

RAG-nificent is a state-of-the-art framework leveraging Retrieval-Augmented Generation (RAG) to provide instant answers and references from a curated directory of PDFs containing information on any given topic. Supports Llama3.1 and OpenAI Models via the Groq API.

gemma pinecone rag groq vector-database chatgpt langchain chainlit mistralai mistral-7b rag-implementation groqapi rag-pipeline llama3 llama3-rag

Updated Jul 23, 2024
Python

Julian-AT / synth-ui

Star

Generate & Ship UI with minimal effort - Open Source Generative UI with natural language

open-source ui ai artificial-intelligence user-interface v0 rag-pipeline

Updated Nov 6, 2024
TypeScript

Dynatrace / obslab-llm-observability

Star

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 application-observability

Updated Nov 7, 2024
HTML

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

teddy-ambona / openai-rag-chatbot

Star

Demo LLM (RAG pipeline) web app running locally using docker-compose. LLM and embedding models are consumed as services from OpenAI.

mlops vector-database llm langchain rag-pipeline

Updated May 3, 2024
Python

mistir-nigusse / LLM_Prompt_Engine

Star

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.

gpt-3 prompt-engineering langchain ragas rag-pipeline

Updated Aug 15, 2024
Python

siddhantprateek / bitrac-rag

Sponsor

Star

This is a production-ready applications using RAG-based Language Model.

rag mlops mlops-workflow llm rag-pipeline

Updated Mar 19, 2024

olifarhaan / rag-console-chat

Star

This project implements document ingestion, embedding generation, and retrieval-augmented generation (RAG). If you are looking for a small project to understand the implementation of basic RAG then this project is good to go.

console-application retrieval-chatbot rag vector-database chromadb retrieval-augmented-generation rag-pipeline