AI Bookmarks (Reading List and Tools)

Here's my fast-changing list of AI bookmarks, including reading list, case studies, tools, courses, and trusted people.

Large Language Models (LLMs)

AI21 Studio
Cohere
Gemma (Open Source) Gemma on Hugging Face
Mixtral-8x7B
Ollama: Open-source tool for building and running language models on a local machine.

Case Studies

Extract Structured Data From Text: Expert Mode (Using Kor)
Free Script - Automatic Schema Enhancement: Improve Search Visibility With the Help of GPT4 via Kristin Tynski
Use ChatGPT to clean company names
Using GPT-3 To Automate Your Workflows (Full Tutorial)

Prompts

ChatGPT can access the internet, use APIs and display images! Might need a few tries and often throws a final "network error" but it works.

Blogs

Lists

Supertools

People

Greg Kamradt, @GregKamradt

Tools

| Tool | Description | Open-Source | | ---------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | ----------- | | Phind | Personal search-enabled assistant for programmers. | No | | LangChain | A framework for developing applications powered by language models. It enables applications that are data-aware and agentic. | Yes | | LlamaIndex | LlamaIndex (GPT Index) is a data framework for your LLM application. | Yes | | Chroma | The AI-native open-source embedding database. | Yes | | Vectara | Vectara is a developer-first API platform for easily building conversational search experiences that feature best-in-class Retrieval, Summarization, and “Grounded Generation” that all but eliminates hallucinations. | No | | Chainlit | An open-source asynchronous Python framework for building scalable conversational AI or agentic applications quickly and efficiently. | Yes | | Embedchain | An open-source retrieval-augmented generation (RAG) framework that simplifies the creation and deployment of AI applications using RAG models. | Yes | | CrewAI | An open-source Python framework designed to orchestrate the collaboration of autonomous AI agents, enabling them to work together seamlessly to accomplish complex tasks. | Yes | | Devv.ai | A next-generation search engine for developers offering various modes like Fast Mode for quick answers, Agent Mode powered by GPT-4 for complex questions, and GitHub Mode for interacting with repositories. Provides lightning-fast responses, documentation, and code snippets to assist developers in their queries. | No |

Courses

To be continued...