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

• ChatGPT Prompt Engineering for Developers
• Learn Prompting
• LLM University
• LangChain: Chat with Your Data

To be continued...