Python Stream Processing

create a robust, simple, effecient, and modern end to end ML Batch Serving Pipeline Using set of modern open-source/free Platforms/Tools

Documentation for Ploomber Cloud

This project extracts messages from a Discord channel to automatically generate an FAQ that can be searched semantically.

A Python SDK to interact with deepset Cloud

Repository for hacktoberfest 2023!

A component orchestration engine

Haystack RAG pipeline for a chatbot.

Mathematical Modeling from the "Fiber-Eater" project, for the iGEM Design League Competition 2023.

Pipeline ETL con componente de aprendizaje automatico

Hacktoberfest project to create an analytics report using both SQL and ETL

Hacktoberfest project to create a ETL pipeline with a machine learning (ML) component

Ploomber Hacktoberfest 2023 project: Classic SQL ETL with ML integration.

Mistral + Haystack: build RAG pipelines that rock 🤘

It's React, but in Python

GitHub Actions Importer helps you plan and automate the migration of Azure DevOps, Bamboo, Bitbucket, CircleCI, GitLab, Jenkins, and Travis CI pipelines to GitHub Actions.

Hands-on workshop for distributed training and hosting on SageMaker

Calculate perplexity on a text with pre-trained language models. Support MLM (eg. DeBERTa), recurrent LM (eg. GPT3), and encoder-decoder LM (eg. Flan-T5).

LLMFlows - Simple, Explicit and Transparent LLM Apps

🔍 LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your d…

A collection of examples and tutorials for Qdrant vector search engine

This repo includes ChatGPT prompt curation to use ChatGPT better.

Phishing dataset with more than 88,000 instances and 111 features. Web application available at. https://gregavrbancic.github.io/Phishing-Dataset/

Experimentation with Sentiment Analysis on Phishing Email Datasets. Machine-learning techniques to help classify the overall emotional content of the data as well as the difference among different …

Community interface for generative AI

A GPT-4 AI Tutor Prompt for customizable personalized learning experiences.

A Bulletproof Way to Generate Structured JSON from Language Models

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Python Classes Without Boilerplate