Awesome List Updates on Jan 28, 2024

4 awesome lists updated today.

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1. Awesome Flame

App Releases / Casual

• Save The Potato source-code (⭐32) - 🥇 Winner of Flame Game Jam 3.0 - Rotate the shields and save the potato from incoming orbs! By imaNNeo. for Android or iOS

2. Awesome Azure Openai Llm

Caching / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

• Caching: A technique to store data that has been previously retrieved or computed, so that future requests for the same data can be served faster.

• To reduce latency, cost, and LLM requests by serving pre-computed or previously served responses.

• Strategies for caching: Caching can be based on item IDs, pairs of item IDs, constrained input, or pre-computation. Caching can also leverage embedding-based retrieval, approximate nearest neighbor search, and LLM-based evaluation. ref

Defensive UX / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

• Defensive UX: A design strategy that aims to prevent and handle errors in user interactions with machine learning or LLM-based products.

• Why defensive UX?: Machine learning and LLMs can produce inaccurate or inconsistent output, which can affect user trust and satisfaction. Defensive UX can help by increasing accessibility, trust, and UX quality.

• Guidelines for Human-AI Interaction: Microsoft: Based on a survey of 168 potential guidelines from various sources, they narrowed it down to 18 action rules organized by user interaction stages.

• People + AI Guidebook: Google: Google’s product teams and academic research, they provide 23 patterns grouped by common questions during the product development process3.

• Human Interface Guidelines for Machine Learning: Apple: Based on practitioner knowledge and experience, emphasizing aspects of UI rather than model functionality4.

3. Free for Dev

Analytics, Events and Statistics

• LogSpot - Full unified web and product analytics platform, including embeddable analytics widgets and automated robots (slack, telegram, and webhooks). Free plan includes 10,000 events per month.

Privacy Management

• Concord - Full data privacy platform, including consent management, privacy request handling (DSARs), and data mapping. Free tier includes core consent management features and they also provide a more advanced plan for free to verified open source projects.

4. Awesome Neovim

AI / Diagnostics

• gsuuon/model.nvim (⭐313) - Integrate LLMs via a prompt builder interface. Multi-providers including OpenAI (+ compatibles), PaLM, HuggingFace and local engines like llamacpp.

• Prev: Jan 29, 2024
• Next: Jan 27, 2024