ruankie/ecrivai-blog-hugo

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ruankie/ecrivai-blog-hugo

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EcrivAI's static blog site generator

ecrivai

Fully automated AI blog writer that uses LangChain and GPT type LLMs for topic selection and content generation

Jupyter Notebook

differentially-private-range-queries

Differentially private spatial decomposition of 2D data for range queries

rag-qa

RAG-QA is a free, containerised question-answer framework that allows you to ask questions to your documents in an intuitive way

Jupyter Notebook

vid-qa

An app that summarises and answers questions about arbitrary YouTube videos using LangChain and LLMs

gurushots-auto-fill

Automate the tedious exposure filling process on GuruShots

pydata23-synth-data

PyData Global 2023 talk on using synthetic data to test data pipelines

poly2pascal

Convert POLYGON bounding boxes from csv files to xml annotation files in the Pascal VOC format for computer vision

frontier-rl

Reinforcement learning model for portfolio management that takes investor preferences into account

Jupyter Notebook

langfuse-monitoring-eval

Monitoring and evaluating LLM apps with Langfuse. Presented at PyConZA 2024.

auto-pr

Automatically generates detailed pull request messages with LLMs based on commit history

Jupyter Notebook

weather-report

Creates a five-day temperature forecast for any group of cities. Forecasts are generated by parameterised jupyter notebooks that run in parallel.

Jupyter Notebook

soil-resistivity-prediction

Using decision trees for predicting soil resistivity to improve the design process of overhead power line tower earth electrodes

Jupyter Notebook

langchain-play

Easy set up template with examples to play around with Langchain

Jupyter Notebook

pycon23-synth-data

How to build a data pipeline without data: A case study of synthetic data generation and testing with Python

stock-market-prediction

Forecasting accuracy comparison of various machine learning and statistical models on stock market price movements

Jupyter Notebook