Julian Harris's repositories

awesome-ai-engineering

List of resources helping you become a better AI engineer.

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summariser-golang-gemini

A demo of how to summarise very long documents which relies on Google Gemini's very very large context window.

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ai-researcher

Tool to take topics and build comprehensive reports on it with references.

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dify

Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.

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image-captioning-ollama-llava-go

Demo of how to get remarkable captions from images using open weights model llava through ollama in golang

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llm-price-scraper-go

Creates a pricing.json file containing pricing information for various LLMs

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proofread-pdf-gemini-go

Demo proofreading a PDF using Google Gemini.

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text2sql-prompt-engineering

A very simple golang experiment testing the effectiveness of prompt engineering for accurate and safe automatic SQL query generation

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animatediff-poc

Experiments with animatediff and chaining to get longer videos, hopefully with some level of coherence

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climate-change-city-analogues

Use derivative data from this report https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6619606/ to present a world map with the name of the most likely city today a city will be like in future;.

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colima

Container runtimes on macOS (and Linux) with minimal setup

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dspy

DSPy: The framework for programming—not prompting—foundation models

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flipboard-analytics-scraper

Simple utility for automating the download of flipboard analytics for an account.

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go-llama-cpp-poc

Experiment using go-llama.cpp which, through a link to llama.cpp in C++, allows you to load up LLMs in-process

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go-openai

OpenAI ChatGPT, GPT-3, GPT-4, DALL·E, Whisper API wrapper for Go

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huggingface.js

Utilities to use the Hugging Face Hub API

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imgurl-resize-claude-go

Demo of how to use LLMs to deal with messy inputs where a mass of complex regex might otherwise have been necessary

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ipcc-chat

Chatbot for the IPCC reports.

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langchaingo

LangChain for Go, the easiest way to write LLM-based programs in Go

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nace-scraper

A hack to extract NACE codes from https://companyformationhungary.com/nace-codes.html

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proofread-docx-gemini-go

Demo of proofreading Microsoft Word docs

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recommender

Tag-aware recommender system

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summariser-golang-claude

Simple demonstration of the power of LLMs by creating a text summariser, something that just a few years ago was almost impossible

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summariser-golang-openai-ollama

Simple demo showing how to connect an LLM through ollama with the OpenAI API

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text2sql-fine-tune

Experiments with fine-tuning 2024 models to get better performance with text2sql use cases

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