Top 7 Jupyter Notebook rag Projects

tiger

3 381 9.0 Jupyter Notebook

Open Source LLM toolkit to build trustworthy LLM applications. TigerArmor (AI safety), TigerRAG (embedding, RAG), TigerTune (fine-tuning) (by tigerlab-ai)

Project mention: FLaNK Stack Weekly for 13 November 2023 | dev.to | 2023-11-13

KG_RAG

5 357 9.7 Jupyter Notebook

Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks

Project mention: A list of system prompts used for biomedical RAG (KG-RAG) using LLM | news.ycombinator.com | 2024-01-10

InfluxDB

www.influxdata.com featured

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
amazon-bedrock-samples

1 263 9.8 Jupyter Notebook

This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all available foundational models

Project mention: Construyendo un asistente genAI de WhatsApp con Amazon Bedrock y Claude 3 | dev.to | 2024-05-04

llm-chatbot-rag

1 33 6.1 Jupyter Notebook

A local LLM chatbot with RAG for PDF input files

Project mention: Ask HN: What is the current (Apr. 2024) gold standard of running an LLM locally? | news.ycombinator.com | 2024-04-01

Paywall article: https://towardsdatascience.com/how-to-build-a-local-open-sou...
Source code: https://github.com/leoneversberg/llm-chatbot-rag

LangChain-SynData-RAG-Eval

1 16 6.9 Jupyter Notebook

LangChain, Llama2-Chat, and zero- and few-shot prompting are used to generate synthetic datasets for IR and RAG system evaluation

Project mention: Show HN: Synthetic Data Generation Using LangChain for IR and RAG Evaluation | news.ycombinator.com | 2023-12-14

parsee-datasets

2 61 6.4 Jupyter Notebook

Datasets, case studies and benchmarks for extracting structured information from PDFs, HTML files or images, created by the Parsee.ai team. Datasets also on Hugging Face: https://huggingface.co/parsee-ai

Project mention: FinRAG Datasets and Study | news.ycombinator.com | 2024-05-07

To test this, we created 3 different datasets, all based on the same selection of 1,156 randomly selected annual reports for the year 2023 of publicly listed US companies.
The resulting (fully labeled) datasets contain a combined total of 10,404 rows, 37,536,847 tokens and 1,156 images and can be found on Github and Huggingface: https://github.com/parsee-ai/parsee-datasets/tree/main/datas...
For our study, we are evaluating 8 state-of-the-art (M)LLMs on a subset of 100 reports with some interesting results.

instinct.cpp

3 10 9.5 Jupyter Notebook

instinct.cpp provides ready to use alternatives to OpenAI Assistant API and built-in utilities for developing AI Agent applications (RAG, Chatbot, Code interpreter) powered by language models. Call it langchain.cpp if you like.

Project mention: Mini-assistant: OpenAI Assistant compatible API at your service locally | news.ycombinator.com | 2024-05-07

SaaSHub

www.saashub.com featured

SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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