David Lewis's starred repositories

DCPL

Domain-Controlled Prompt Learning (AAAI2024)

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Prompt-Highlighter

[CVPR 2024] Prompt Highlighter: Interactive Control for Multi-Modal LLMs

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PromptAgent

This is the official repo for "PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization". PromptAgent is a novel automatic prompt optimization method that autonomously crafts prompts equivalent in quality to those handcrafted by experts, i.e., expert-level prompts.

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generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

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screenshot-to-code

Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue)

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Open-Custom-GPT

Create Custom GPT and add/embed on your site using Assistants api

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multimodal-maestro

Effective prompting for Large Multimodal Models like GPT-4 Vision, LLaVA or CogVLM. 🔥

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developer-roadmap

Interactive roadmaps, guides and other educational content to help developers grow in their careers.

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llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

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self-operating-computer

A framework to enable multimodal models to operate a computer.

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mistral-inference

Official inference library for Mistral models

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llmware

Unified framework for building enterprise RAG pipelines with small, specialized models

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ai-flow

No-code tool for connecting AI models

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RLHI

Reinforcement Learning with Heuristic Imperatives - Finetuning LLMs for Post-Conventional Moral Intuition

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Benevolent_AGI

Experiment to create an agentic autonomous AGI with benevolent programming

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YouTube_Slide_Decks

Public repo for the slide decks that appear in my videos

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ChatGPT_Custom_Instructions

Repo of custom instructions that you can use for ChatGPT

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awesome-ai-agents

A list of AI autonomous agents

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awesome-generative-ai

A curated list of modern Generative Artificial Intelligence projects and services

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camel

🐫 CAMEL: Finding the Scaling Law of Agents. A multi-agent framework. https://www.camel-ai.org

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self-refine

LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.

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autogen

A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap

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ai-notes

notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and product brainstorming, but has cleaned up canonical references under the /Resources folder.

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weaviate

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.

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Auto-GPT-Forge

Build your own Auto-GPT

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awesome-multi-modal-reinforcement-learning

A curated list of Multi-Modal Reinforcement Learning resources (continually updated)

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EAOT

The open source implementation of "Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers"

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awesome-discord-communities

A curated list of awesome Discord communities for programmers

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