Best AI tools for< Ingesting Data From The Edge >

AltIndex is an AI-powered investment analysis platform that provides unique AI stock picks, stock alerts, and alternative insights to help users make better investment decisions. The platform goes beyond traditional financial data by integrating various alternative data points such as job postings, website traffic, customer satisfaction, app downloads, and social media trends. AltIndex offers impactful insights and alerts, cutting-edge solutions to stay informed about companies in your portfolio, and advanced algorithms for real-time investment decision-making.

BalancedWork is an AI-powered platform that helps teams make data-driven decisions about when to work in-person. By combining AI and Social Science, the application addresses challenges such as frustrating virtual meetings, decreasing employee satisfaction due to mandates, weakening team bonds, and underutilized office spaces. BalancedWork offers solutions like ingesting data from enterprise APIs, evaluating work patterns, generating team schedules, and providing ongoing recommendations to adapt to changing needs. The platform aims to boost productivity, engagement, and collaboration in organizations by optimizing work interactions and relationships.

Crustdata is a B2B data platform that provides real-time company and people data through API. It offers the freshest and most trusted data to power various products and sales processes. The platform caters to commercial platforms, internal platforms, sales and GTM, AI platforms, sales automation, investing platforms, recruiting platforms, and private equity/M&A. Crustdata is proudly backed by Y Combinator and some of Silicon Valley's best investors.

Clari is a revenue operations platform that helps businesses track, forecast, and analyze their revenue performance. It provides a unified view of the revenue process, from lead generation to deal closing, and helps businesses identify and address revenue leaks. Clari is powered by AI and machine learning, which helps it to automate tasks, provide insights, and make recommendations. It is used by businesses of all sizes, from startups to large enterprises.

Loata is an AI-powered platform that serves as a learning orchestrator for adaptive text analyses. It allows users to store their notes and documents in the cloud, which are then ingested and transformed into knowledge bases. The platform features smart AI agents powered by LLMs to provide intelligent answers based on the content. With end-to-end encryption and controlled ingestion, Loata ensures the security and privacy of user data. Users can choose from different subscription plans to access varying levels of storage and query capacity, making it suitable for individuals and professionals alike.

StockGPTchat is an AI-powered platform that provides in-depth analysis, rankings, and insights for stocks, ETFs, cryptocurrencies, options, and more. It offers a range of tools and features to help investors make informed decisions, including a ChatGPT-like chatbot for instant data-driven responses. StockGPTchat is designed to empower investors of all levels, from beginners to experienced traders, with its user-friendly interface and comprehensive educational resources.

Inworld is an AI framework designed for games and media, offering a production-ready framework for building AI agents with client-side logic and local model inference. It provides tools optimized for real-time data ingestion, low latency, and massive scale, enabling developers to create engaging and immersive experiences for users. Inworld allows for building custom AI agent pipelines, refining agent behavior and performance, and seamlessly transitioning from prototyping to production. With support for C++, Python, and game engines, Inworld aims to future-proof AI development by integrating 3rd-party components and foundational models to avoid vendor lock-in.

Decode Investing is an AI tool designed to help users discover and analyze businesses for investment purposes. The platform offers features such as an AI Chat assistant, stock screener, SEC filings analysis, earnings calls analysis, and a leaderboard to track performance. Users can access insights and projects to make informed investment decisions. Decode Investing is hand-crafted with a focus on user experience and favorite functionalities.

Tradytics is an AI-powered platform that simplifies complex trading data, making it accessible and actionable for every trader. With expertise in AI, Tradytics mines data that only Wall Street professionals have access to, providing a one-stop shop for all traders. The platform combines news for every stock, summarizes them with AI, and offers high-quality data worth millions to retail traders. Tradytics is available on all platforms, including Web, iOS, and Android, with lightweight mobile apps. The platform also offers Discord integration through bots for data access within Discord servers.

8vdx is an AI tool that offers fine-tuned AI models for credit funds, revolutionizing credit investing workflows with faster, smarter, and cost-effective solutions. It transforms manual processes into scalable, automated workflows tailored for Private Credit and Hedge Funds. 8vdx is trusted by market leaders and provides advanced AI solutions for credit investing, including automating investment memo generation, data extraction for Excel models, portfolio monitoring, loan reconciliation, smart bond screening, and real-time data querying with AI bots. The tool ensures data security and privacy with SOC 2 compliance and respects the confidentiality of proprietary investment strategies.

Telescope is a generative intelligence application designed for the finance industry. It leverages data and foundation models to co-pilot investors with AI, reducing investor paralysis and enhancing discovery. The application simplifies investment discovery for retail investors, enables the construction of investment baskets across factor and thematic investing, transforms official company announcements into articles, identifies technical trading patterns, and ensures compliance within ethical frameworks. Telescope offers customizable AI-powered investment tools that integrate directly with trading platforms, aiming to improve investment discovery, increase engagement, and boost customer retention.

The Trading AI is a generative AI financial platform that revolutionizes investment decisions. It offers an all-in-one solution for portfolio management, AI-assisted strategies, backtesting, and algorithmic trading. The platform features an intuitive user-friendly interface, lightning-fast backtesting, advanced live dashboard, and a strategy builder requiring no programming skills. Users can join the VIP Club for exclusive advantages, participate in tournaments, and monetize their strategies in the marketplace. The platform leverages AI to provide data-backed intelligence for optimized trading decisions.

AnalyStock.ai is a financial application leveraging AI to provide users with a next-generation investment toolbox. It helps users better understand businesses, risks, and make informed investment decisions. The platform offers direct access to the stock market, powerful data-driven tools to build top-ranking portfolios, and insights into company valuations and growth prospects. AnalyStock.ai aims to optimize the investment process, offering a reliable strategy with factors like A-Score, factor investing scores for value, growth, quality, volatility, momentum, and yield. Users can discover hidden gems, fine-tune filters, access company scorecards, perform activity analysis, understand industry dynamics, evaluate capital structure, profitability, and peers' valuation. The application also provides adjustable DCF valuation, portfolio management tools, net asset value computation, monthly commentary, and an AI assistant for personalized insights and assistance.

Entera is an advanced residential real estate investment platform that enables investors to find, buy, and operate single-family homes at scale. Fueled by AI and full-service transaction services, Entera serves operators, funds, agents, and builders by providing access to on and off-market homes, real-time market data, analytics tools, and expert services. The platform modernizes the real estate buying process, helping clients make data-driven investment decisions, scale their operations, and maximize success.

Kavout is an AI-powered financial research assistant that provides investors with data-driven insights and cutting-edge technology to help them make informed investment decisions. The platform offers a range of features, including natural language search, stock screening, portfolio analysis, and personalized recommendations. Kavout's AI algorithms adapt to each user's unique investment style, providing tailored insights and guidance.

Pluto.fi is an AI investing application that provides users with research, insights, and trading capabilities in one platform. It offers personalized AI assistance for making informed investment decisions, analyzing real-time market data, and optimizing investment portfolios. With access to over 40 data sources, Pluto ensures users stay informed and empowered to make prompt decisions. The application is trusted by individuals taking control of their finances and offers features like scheduled prompts, portfolio optimization, attachments & charts, and syncing of financial accounts.

Stock Market GPT is an AI-powered investment research tool that provides investors with in-depth analysis and insights into global equities. It uses advanced AI models, including GPT-4, to help investors make better investment decisions. The tool offers a range of features, including stock comparison, live data, and growth-focused pricing.

Prospero.ai is a free AI investing application that serves as an AI stock picker tool, providing real-time insights and analysis to help users make confident investment decisions. The app leverages AI-powered analysis to offer signal-driven stock picks, trend recognition, and market sentiment analysis based on vast institutional data and market movements. Prospero.ai aims to simplify research and validate analysis by combining millions of data points into key signals, helping users identify short-term and long-term winners in the stock market.

Stockaivisor is an AI-driven platform that offers comprehensive stock analysis, financial statement analysis, risk assessment, and predictive analytics for investors. With over 20,000 stocks and portfolios, the platform provides advanced insights through generative AI technology, predictive correlation models, and automated portfolio management. Stockaivisor empowers users to make informed decisions, anticipate market shifts, and optimize their investment strategies with data-driven trading signals. The platform also features dedicated customer support and tools for stock and portfolio screening, making it a valuable resource for both novice and experienced investors.

Fintwit is an AI-powered stock market analysis tool that provides users with stock market quotes, free screener, AI top picks, AI stock analysis, market news, and trading signals. The platform leverages artificial intelligence to offer valuable insights and recommendations to investors and traders. With Fintwit, users can access real-time data, make informed investment decisions, and stay updated on the latest market trends.

The edge2ai-workshop repository provides a hands-on workshop for building an IoT Predictive Maintenance workflow. It includes lab exercises for setting up components like NiFi, Streams Processing, Data Visualization, and more on a single host. The repository also covers use cases such as credit card fraud detection. Users can follow detailed instructions, prerequisites, and connectivity guidelines to connect to their cluster and explore various services. Additionally, troubleshooting tips are provided for common issues like MiNiFi not sending messages or CEM not picking up new NARs.

The LLM course is divided into three parts: 1. 🧩 **LLM Fundamentals** covers essential knowledge about mathematics, Python, and neural networks. 2. 🧑‍🔬 **The LLM Scientist** focuses on building the best possible LLMs using the latest techniques. 3. 👷 **The LLM Engineer** focuses on creating LLM-based applications and deploying them. For an interactive version of this course, I created two **LLM assistants** that will answer questions and test your knowledge in a personalized way: * 🤗 **HuggingChat Assistant**: Free version using Mixtral-8x7B. * 🤖 **ChatGPT Assistant**: Requires a premium account. ## 📝 Notebooks A list of notebooks and articles related to large language models. ### Tools | Notebook | Description | Notebook | |----------|-------------|----------| | 🧐 LLM AutoEval | Automatically evaluate your LLMs using RunPod |  | | 🥱 LazyMergekit | Easily merge models using MergeKit in one click. |  | | 🦎 LazyAxolotl | Fine-tune models in the cloud using Axolotl in one click. |  | | ⚡ AutoQuant | Quantize LLMs in GGUF, GPTQ, EXL2, AWQ, and HQQ formats in one click. |  | | 🌳 Model Family Tree | Visualize the family tree of merged models. |  | | 🚀 ZeroSpace | Automatically create a Gradio chat interface using a free ZeroGPU. |  |

LLM-PowerHouse is a comprehensive and curated guide designed to empower developers, researchers, and enthusiasts to harness the true capabilities of Large Language Models (LLMs) and build intelligent applications that push the boundaries of natural language understanding. This GitHub repository provides in-depth articles, codebase mastery, LLM PlayLab, and resources for cost analysis and network visualization. It covers various aspects of LLMs, including NLP, models, training, evaluation metrics, open LLMs, and more. The repository also includes a collection of code examples and tutorials to help users build and deploy LLM-based applications.

WARC-GPT is an experimental retrieval augmented generation pipeline for web archive collections. It allows users to interact with WARC files, extract text, generate text embeddings, visualize embeddings, and interact with a web UI and API. The tool is highly customizable, supporting various LLMs, providers, and embedding models. Users can configure the application using environment variables, ingest WARC files, start the server, and interact with the web UI and API to search for content and generate text completions. WARC-GPT is designed for exploration and experimentation in exploring web archives using AI.

Dexter is a set of mature LLM tools used in production at Dexa, with a focus on real-world RAG (Retrieval Augmented Generation). It is a production-quality RAG that is extremely fast and minimal, and handles caching, throttling, and batching for ingesting large datasets. It also supports optional hybrid search with SPLADE embeddings, and is a minimal TS package with full typing that uses `fetch` everywhere and supports Node.js 18+, Deno, Cloudflare Workers, Vercel edge functions, etc. Dexter has full docs and includes examples for basic usage, caching, Redis caching, AI function, AI runner, and chatbot.

LlamaIndex is a data framework for building LLM applications. It provides tools for ingesting, structuring, and querying data, as well as integrating with LLMs and other tools. LlamaIndex is designed to be easy to use for both beginner and advanced users, and it provides a comprehensive set of features for building LLM applications.

Swarms provides simple, reliable, and agile tools to create your own Swarm tailored to your specific needs. Currently, Swarms is being used in production by RBC, John Deere, and many AI startups.

The NVIDIA AI Blueprint for Vulnerability Analysis for Container Security showcases accelerated analysis on common vulnerabilities and exposures (CVE) at an enterprise scale, reducing mitigation time from days to seconds. It enables security analysts to determine software package vulnerabilities using large language models (LLMs) and retrieval-augmented generation (RAG). The blueprint is designed for security analysts, IT engineers, and AI practitioners in cybersecurity. It requires NVAIE developer license and API keys for vulnerability databases, search engines, and LLM model services. Hardware requirements include L40 GPU for pipeline operation and optional LLM NIM and Embedding NIM. The workflow involves LLM pipeline for CVE impact analysis, utilizing LLM planner, agent, and summarization nodes. The blueprint uses NVIDIA NIM microservices and Morpheus Cybersecurity AI SDK for vulnerability analysis.

The 'machine-learning-research' repository is a comprehensive collection of resources related to mathematics, machine learning, deep learning, artificial intelligence, data science, and various scientific fields. It includes materials such as courses, tutorials, books, podcasts, communities, online courses, papers, and dissertations. The repository covers topics ranging from fundamental math skills to advanced machine learning concepts, with a focus on applications in healthcare, genetics, computational biology, precision health, and AI in science. It serves as a valuable resource for individuals interested in learning and researching in the fields of machine learning and related disciplines.

This repository is a curated collection of resources for fine-tuning Large Language Models (LLMs) like GPT, BERT, RoBERTa, and their variants. It includes tutorials, papers, tools, frameworks, and best practices to aid researchers, data scientists, and machine learning practitioners in adapting pre-trained models to specific tasks and domains. The resources cover a wide range of topics related to fine-tuning LLMs, providing valuable insights and guidelines to streamline the process and enhance model performance.

ai-collective-tools is an open-source community dedicated to creating a comprehensive collection of AI tools for developers, researchers, and enthusiasts. The repository provides a curated selection of AI tools and resources across various categories such as 3D, Agriculture, Art, Audio Editing, Avatars, Chatbots, Code Assistant, Cooking, Copywriting, Crypto, Customer Support, Dating, Design Assistant, Design Generator, Developer, E-Commerce, Education, Email Assistant, Experiments, Fashion, Finance, Fitness, Fun Tools, Gaming, General Writing, Gift Ideas, HealthCare, Human Resources, Image Classification, Image Editing, Image Generator, Interior Designing, Legal Assistant, Logo Generator, Low Code, Models, Music, Paraphraser, Personal Assistant, Presentations, Productivity, Prompt Generator, Psychology, Real Estate, Religion, Research, Resume, Sales, Search Engine, SEO, Shopping, Social Media, Spreadsheets, SQL, Startup Tools, Story Teller, Summarizer, Testing, Text to Speech, Text to Image, Transcriber, Travel, Video Editing, Video Generator, Weather, Writing Generator, and Other Resources.

noScribe is an AI-based software designed for automated audio transcription, specifically tailored for transcribing interviews for qualitative social research or journalistic purposes. It is a free and open-source tool that runs locally on the user's computer, ensuring data privacy. The software can differentiate between speakers and supports transcription in 99 languages. It includes a user-friendly editor for reviewing and correcting transcripts. Developed by Kai Dröge, a PhD in sociology with a background in computer science, noScribe aims to streamline the transcription process and enhance the efficiency of qualitative analysis.

Databend is an open-source cloud data warehouse that serves as a cost-effective alternative to Snowflake. With its focus on fast query execution and data ingestion, it's designed for complex analysis of the world's largest datasets.

I assist in analyzing stocks with a detail-oriented, patient, data-driven approach, drawing from a wide range of expert authors.

The essence of Quantitative Investing

An adept financier overseeing a varied collection of investments, dedicated to recognizing and nurturing innovative business endeavors.

Cannabis investment AI expert, delivering clear, adaptable, and comprehensive guidance.

Analyzes r/wallstreetbets for top topics, trends, and potential financial advice.

Friendly guide on shorted stocks, balancing professionalism and approachability.

🔬💊 Navigate the high-risk, high-reward world of biotech and pharma investing! Discover breakthrough therapies 🧬📈, understand drug development 🧪📊, and evaluate investment opportunities 🚀💰. Invest wisely in innovation! 💡🌐 Not a financial advisor. 🚫💼

A Mentor in Real Estate Investing. Check www.2060.us for more details.

💥 Real Estate Investing advisor and coach. Check www.2060.us for more details.

Friendly guide on crypto investing, adapting to user's knowledge and detail preference.

Father of value investing

Mastering the art of compound investing.

Assists in real estate investing with clear, informative guidance.

Specialist in business logic and value investing

I'll help you analyze market news and charts for trading/investing

Brief, direct insights with Munger's quotes on investing, psychology of human misjudgement, business perspectives

💼📉 Maximize your investments with AI-driven tax optimization! 💡 Learn strategies to reduce taxes 📊 and boost after-tax returns 💰. Get tailored advice 📘 for smart investing 📈. Not a financial advisor. 🚀💡

Your intellectual sparring partner on startups, investing, work life, based on Anu Atluru's essays.

Ask Naval Ravikant about on wealth, investing, and self-improvement.

Offers Munger-style advice on life, business, and investing.