Building Chatbot with GPT-3, Data Science tools, AI LLM Apps
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In today's newsletter, You will learn about Data science tools, AI-powered gene editing, Twitter to opensource its algorithm, building Chatbot with GPT-3, Deep Causal Learning, Building full stack AI LLM apps , Neon database and other useful tools. We hope you enjoy it!💟
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30 Popular Best Data Science Tools to use in 2023
Data Science Tools are specialized software programs that assist data scientists in collecting, analyzing, visualizing, and interpreting large and complex data sets.
Artificial Intelligence in Tourism Industry: Revolutionising the Way We Travel
Are you tired of spending hours on end researching and planning your next vacation? Do you wish for a more personalised and efficient travel experience? Look no further, as artificial intelligence (AI) is revolutionising the tourism industry.
A new AI-powered gene-editing technique could be set to replace CRISPR
A new study has developed what the researchers call the "world's first" simple, modifiable proteins. Called "zinc fingers," these special proteins were developed partially through artificial intelligence.
Finding the Humane in Artificial Intelligence
Modern society’s stance on artificial intelligence — AI — is generally split down the middle. While some insist that next-gen robotics and AI-driven machines are set to take over the world, others take a more realistic approach.
Elon Musk suggests Twitter could open source its algorithm
Open sourcing Twitter’s algorithm could potentially help to keep lawmakers and regulators at bay, amid increased political interest in how social platforms’ content recommendations work
How to Build a Chatbot with GPT-3
AI technologies like GPT-3 are still in their infancy, but they’re going to be everywhere soon. Staying on top of how they work is going to be crucial to your career in tech, and especially in building product.
How Big Data Will Be a Driving Force for 5G
The 4G network is familiar to most people who use mobile devices, but now many people are excited about the promise of 5G — a next-generation network capable of blazing-fast speeds and virtually no latency, among other benefits
Our brains store an incredible amount of causal knowledge which, supplemented by data, we could harness to answer some of the most pressing questions of our time. More ambitiously, once we really understand the logic behind causal reasoning, we could emulate it on modern computers and create an “artificial scientist”.
6 Machine Learning as a Service Tools for Data Analytics
Machine-learning-as-a-service (MLaaS) tools for data analytics could increase the accuracy and efficiency of your research in the data science realm without requiring substantial upfront costs from on-site equipment.
Promptable: Build Full Stack AI LLM Apps in Javascript
Promptable is library that enables you to build powerful AI applications with LLMs and Embeddings providers such as OpenAI, Hugging Face, Cohere and Anthropic. It provides a flexible and extensible API that makes it easy to compose LLMs with data and tools to build complex applications quickly and easily.
What Is ChatGPT Doing … and Why Does It Work?
Stephen Wolfram explores the broader picture of what's going on inside ChatGPT and why it produces meaningful text. Discusses models, training neural nets, embeddings, tokens, transformers, language syntax.
Man and machine: GPT for second brains
In this post, I discuss how I used GPT embeddings to build a smart search tool for my second brain note-taking system.
A First Look at Neon: A Postgres Database That Branches
Neon is an open-source (Apache 2.0) alternative to AWS Aurora or Google’s Cloud SQL for Postgres. Neon is a serverless, scalable implementation of PostgreSQL that you can run on-premise or try through its managed service.
How Big Data Shapes UI Trends and Web Development?
it’s estimated that the digital universe of big data will increase by 61% to 175 by 2025. eCommerce represents a large part of this digital space – accumulating shoppers’ geolocation services, web browser histories, social media activity and abandoned online shopping carts.
Watch and listen
How to build a Q&A bot on documentation with ChatGPT & LangChain
Docker Crash Course for Absolute Beginners
Learn the basic building blocks of Docker in an easy and understandable way. By the end of this Docker tutorial, you will have a deep understanding of the concepts and a great overall big picture of how Docker is used in the whole software development process.
⚙️ Tools and Libraries:
Jelly is a static analyzer for JavaScript and TypeScript programs that use the Node.js platform. It can perform call graph construction, library usage pattern matching, and vulnerability exposure analysis. Jelly has a flow-insensitive control-flow and points-to analysis for tracking library usage.
moon is a task runner and repository management tool designed for web ecosystems. It is optimized for JavaScript and TypeScript. moon provides users with repository management, organization, orchestration, and notification features.
Scribble Diffusion turns sketches into refined images using AI. Users can enter text prompts along with a sketch to generate high quality images. A link to the web app is available in the repository.
PyGWalker is a Python library for exploratory data analysis with visualization. It simplifies data analysis and visualization in Jupyter Notebooks.
ResearchGPT
An open-source LLM based research assistant that allows you to have a conversation with a research paper.
Memories
Fast, modern and advanced photo management suite.
NoteSH
NoteSH fully functional sticky notes App in your Terminal!
Lapce
Lightning-fast And Powerful Code Editor.
IWNET
Pure C Asynchronous HTTP/IO library providing websockets, SSL, routing, reverse proxy.
trustfall
If GraphQL were more like SQL: a query language for any combination of data sources.
envless
An open-source, frictionless and secure way to share and manage app secrets across team.
For a detailed list of books covering Big data Data Science, Machine Learning, AI and associated programming languages check out our big data books page.
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