AI

Definitions

Getting Started with LangChain: A Beginner’s Guide to Building LLM-Powered Applications
Guidance: "Guidance is an efficient programming paradigm for steering language models. With Guidance, you can control how output is structured and get high-quality output for your use case—while reducing latency and cost vs. conventional prompting or fine-tuning. It allows users to constrain generation (e.g. with regex and CFGs) as well as to interleave control (conditionals, loops, tool use) and generation seamlessly."
How to run a local LLM via LocalAI, an Open Source project
Python Langchain: LangChain is a framework for developing applications powered by language models. It enables applications that:
- Are context-aware: connect a language model to sources of context (prompt instructions, few shot examples, content to ground its response in, etc.)
- Reason: rely on a language model to reason (about how to answer based on provided context, what actions to take, etc.)

Machine Learning for Software Engineering: A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering.

Arcee Own your own small language models.
Fuzzy logic Readings and links on fuzzy logic.
Goblin.tools A collection of small, simple, single-task tools, mostly designed to help neurodivergent people with tasks they find overwhelming or difficult.
gptlang A new programming language implemented by GPT-4.
Husky Research language aimed at next generation AI and software.
Jlama A modern Java inference engine for LLMs.
LMQL A programming language for LLMs; Robust and modular LLM prompting using types, templates, constraints and an optimizing runtime.
Paradigms of Artificial Intelligence Programming Norvig's classic, on the Web.
Priml A new programming language aimed at facilitating systems and AI infrastructure development.
Reading in Artificial Intelligence A collection of language-agnostic links on AI and Machine Learning.
Structured and Unstructured Query Language (SUQL) Conversational Search over Structured and Unstructured Data with LLMs
TabbyML Opensource, self-hosted AI coding assistant.

Last modified 16 December 2024