Best AI tools for< Ingest Documents >

Doctrine is an AI-powered application that allows users to add AI-powered Q&A features to their apps in minutes. It leverages knowledge from data or knowledge bases to answer user questions or embed AI features. With the ability to ingest content from various sources like websites, documents, and images, Doctrine simplifies the process of knowledge extraction and enables seamless integration of AI capabilities into applications.

LlamaIndex is a framework for building context-augmented Large Language Model (LLM) applications. It provides tools to ingest and process data, implement complex query workflows, and build applications like question-answering chatbots, document understanding systems, and autonomous agents. LlamaIndex enables context augmentation by combining LLMs with private or domain-specific data, offering tools for data connectors, data indexes, engines for natural language access, chat engines, agents, and observability/evaluation integrations. It caters to users of all levels, from beginners to advanced developers, and is available in Python and Typescript.

Fleak AI Workflows is a low-code serverless API Builder designed for data teams to effortlessly integrate, consolidate, and scale their data workflows. It simplifies the process of creating, connecting, and deploying workflows in minutes, offering intuitive tools to handle data transformations and integrate AI models seamlessly. Fleak enables users to publish, manage, and monitor APIs effortlessly, without the need for infrastructure requirements. It supports various data types like JSON, SQL, CSV, and Plain Text, and allows integration with large language models, databases, and modern storage technologies.

Mendable is an AI-powered search tool that helps businesses answer customer and employee questions by training a secure AI on their technical resources. It offers a variety of features such as answer correction, custom prompt edits, and model creativity control, allowing businesses to customize the AI to fit their specific needs. Mendable also provides enterprise-grade security features such as RBAC, SSO, and BYOK, ensuring the security and privacy of sensitive data.

PandasAI is an open-source AI tool designed for conversational data analysis. It allows users to ask questions in natural language to their enterprise data and receive real-time data insights. The tool is integrated with various data sources and offers enhanced analytics, actionable insights, detailed reports, and visual data representation. PandasAI aims to democratize data analysis for better decision-making, offering enterprise solutions for stable and scalable internal data analysis. Users can also fine-tune models, ingest universal data, structure data automatically, augment datasets, extract data from websites, and forecast trends using AI.

Betterment is an automated investing platform that helps you build wealth, grow your savings, and plan for retirement. With Betterment, you can invest in a diversified portfolio of stocks and bonds, earn interest on your cash, and get personalized advice from financial experts. Betterment is a fiduciary, which means we act in your best interest. We'll help you set financial goals and set you up with investment portfolios for each goal.

Growlonix is a cutting-edge crypto trading and investment platform designed to optimize and automate your trading experience. From innovative trading bots to dynamic signal automation and automated AI Bots, we cover it all. Our trading bots use advanced algorithms to maximize profits, minimize losses, and bring efficiency to your trading activities. We employ top-notch security measures to ensure that your funds remain secure while utilizing our bots. Whether you're stepping into the world of crypto or have years of trading expertise, Growlonix caters to every stage of your trading evolution.

Realiste is an AI-powered real estate investment platform that provides users with data-driven insights to help them make informed investment decisions. It offers access to a wide range of properties and markets worldwide. Realiste specifically focuses on market research, analytics, and real estate price forecasts based on data gathered by the AI algorithm. The platform uses advanced AI algorithms to process vast amounts of real estate data, combining machine learning, data analytics, and market research to generate investment insights and recommendations. Realiste aims to revolutionize how individuals perceive and engage with the real estate sector by providing accurate forecasts and objective decisions.

Rafa.ai is an AI-powered investing application that offers a comprehensive suite of tools and features to assist users in making informed investment decisions. The platform utilizes AI agents to provide real-time insights, portfolio alerts, risk analysis, and options monitoring. Users can access data-driven trading strategies, perform equity research, and analyze news sentiment. Rafa.ai aims to help users manage their investment risks, discover investment opportunities, and make smarter investment decisions.

GenInnov is a generative innovation fund that provides a platform for investors seeking to be at the forefront of technological advancement. The fund invests in companies driving transformative change across multiple sectors and geographies, prioritizing material innovations with demonstrable profitability and global reach. GenInnov operates with a research-driven approach, focusing on investing in material innovations that are monetizable, profitable, and transformative, rather than incremental. The fund looks at various domains such as technology, robotics, consumer electronics, biotech, healthcare, mobility, and clean tech, aiming to amplify human creativity through machine intelligence.

WellTrade.ai is an AI-powered financial advisor tool that leverages artificial intelligence to provide clear, actionable, and data-driven investment recommendations for stocks and ETFs. It simplifies the investment process by analyzing comprehensive financial data and offering insights to help users make informed decisions. The tool aims to assist investors in navigating the complexities of stock and ETF investments by providing valuable AI-driven insights.

Dantia is an AI-powered investment platform that focuses on helping founders build climate ventures by providing them with the necessary capital and resources. The platform connects founders with climate-conscious advisors, early adopters, and corporations to accelerate the launch of sustainable solutions. Dantia also caters to investors looking to support climate startups globally and consumers interested in backing climate-positive companies. By leveraging AI technology, Dantia offers personalized opportunities based on user preferences, making decision-making easier and more efficient.

Soon is a fully automated crypto investing platform that makes it easy for anyone to invest in crypto, regardless of their experience level. With Soon, you can set up simple buying and selling schedules, automatically reinvest your profits, and even track your capital gains taxes. Soon also provides a robust set of investing features, such as auto-pilot selling, reimburse spending, and stop loss, to give you powerful tools in a simple, intuitive app.

PortfolioGPT is an AI-powered platform that enables users to generate smart investment portfolios in seconds. It leverages OpenAI's advanced algorithms to automatically create personalized portfolios based on user input, including risk tolerance, investment amount, and financial goals. With features like personalized risk profiling, instant portfolio suggestions, and simple user input, PortfolioGPT aims to simplify the investment process for both novice and experienced investors. The platform offers subscription plans for users to access unlimited queries per day and receive tailored investment recommendations.

Streetbeat is an innovative investment platform that simplifies and automates investing activities. It serves as a solution for navigating the complexity of financial markets and deriving actionable insights. Streetbeat offers AI Agents for businesses to automate tasks and enhance client services, while individuals can access an AI-powered financial advisor to manage investments. The platform aims to make investing more accessible and efficient for users.

Yomii is a Real Estate Investing AI Assistant that offers free beta access to explore REITs, Timeshares, ETFs, and more. It provides expert consultations, comprehensive analytics, personalized investment matching, access to experts, powerful analytics, effortless sharing, properties worldwide, and connections to private investor communities. Users can ask questions, get information, invest through the platform, and access PDF reports. Yomii simplifies the investment journey with AI-driven tools for investors of all levels, making real estate investing accessible and profitable.

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. The tool is trusted by market leaders in the industry, providing unique AI-driven insights to maintain a competitive advantage and craft superior market strategies.

NVentures is NVIDIA's venture capital arm that invests in technology visionaries solving complex problems to reshape the world. They build long-term partnerships with bold teams to accelerate their journeys. NVentures provides insightful diligence and resources to unlock the potential of innovative companies.

Stocked is an AI-powered stock advisory service that provides monthly stock recommendations to help investors build a portfolio that outperforms the S&P 500. The service uses machine learning models to analyze terabytes of data and identify stocks with the highest potential for growth. Stocked is designed for buy-and-hold investors who are looking to significantly grow their portfolio over long periods of time.

SMILE Dx is a revolutionary dental AI application that aims to transform the dental field by providing advanced technology to detect cavities, gum disease, and root canals at a pixel level. The application offers a unique opportunity for early investment in the dental x-ray AI market, with the potential to significantly impact patient acceptance of treatment. With a dedicated team and strategic exit options, SMILE Dx is poised to make a mark in the dental industry.

This repository contains sample applications showcasing the use of AWS Generative AI CDK Constructs to build solutions for document exploration, content generation, image description, and deploying various models on SageMaker. It also includes samples for deploying Amazon Bedrock Agents and automating contract compliance analysis. The samples cover a range of backend and frontend technologies such as TypeScript, Python, and React.

TrustGraph is a tool that deploys private GraphRAG pipelines to build a RDF style knowledge graph from data, enabling accurate and secure `RAG` requests compatible with cloud LLMs and open-source SLMs. It showcases the reliability and efficiencies of GraphRAG algorithms, capturing contextual language flags missed in conventional RAG approaches. The tool offers features like PDF decoding, text chunking, inference of various LMs, RDF-aligned Knowledge Graph extraction, and more. TrustGraph is designed to be modular, supporting multiple Language Models and environments, with a plug'n'play architecture for easy customization.

ChatGPT is a large language model that can generate human-like text, translate languages, write different kinds of creative content, and answer your questions in a conversational way. It is trained on a massive amount of text data, and it is able to understand and respond to a wide range of natural language prompts. Here are 5 jobs suitable for this tool, in lowercase letters: 1. content writer 2. chatbot assistant 3. language translator 4. creative writer 5. researcher

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.

R2R (RAG to Riches) is a fast and efficient framework for serving high-quality Retrieval-Augmented Generation (RAG) to end users. The framework is designed with customizable pipelines and a feature-rich FastAPI implementation, enabling developers to quickly deploy and scale RAG-based applications. R2R was conceived to bridge the gap between local LLM experimentation and scalable production solutions. **R2R is to LangChain/LlamaIndex what NextJS is to React**. A JavaScript client for R2R deployments can be found here. ### Key Features * **🚀 Deploy** : Instantly launch production-ready RAG pipelines with streaming capabilities. * **🧩 Customize** : Tailor your pipeline with intuitive configuration files. * **🔌 Extend** : Enhance your pipeline with custom code integrations. * **⚖️ Autoscale** : Scale your pipeline effortlessly in the cloud using SciPhi. * **🤖 OSS** : Benefit from a framework developed by the open-source community, designed to simplify RAG deployment.

This sample shows how to build a serverless chat experience with Retrieval-Augmented Generation using LangChain.js and Azure. The application is hosted on Azure Static Web Apps and Azure Functions, with Azure Cosmos DB for MongoDB vCore as the vector database. You can use it as a starting point for building more complex AI applications.

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.

FoundationaLLM is a platform designed for deploying, scaling, securing, and governing generative AI in enterprises. It allows users to create AI agents grounded in enterprise data, integrate REST APIs, experiment with large language models, centrally manage AI agents and assets, deploy scalable vectorization data pipelines, enable non-developer users to create their own AI agents, control access with role-based access controls, and harness capabilities from Azure AI and Azure OpenAI. The platform simplifies integration with enterprise data sources, provides fine-grain security controls, load balances across multiple endpoints, and is extensible to new data sources and orchestrators. FoundationaLLM addresses the need for customized copilots or AI agents that are secure, licensed, flexible, and suitable for enterprise-scale production.

Kernel Memory (KM) is a multi-modal AI Service specialized in the efficient indexing of datasets through custom continuous data hybrid pipelines, with support for Retrieval Augmented Generation (RAG), synthetic memory, prompt engineering, and custom semantic memory processing. KM is available as a Web Service, as a Docker container, a Plugin for ChatGPT/Copilot/Semantic Kernel, and as a .NET library for embedded applications. Utilizing advanced embeddings and LLMs, the system enables Natural Language querying for obtaining answers from the indexed data, complete with citations and links to the original sources. Designed for seamless integration as a Plugin with Semantic Kernel, Microsoft Copilot and ChatGPT, Kernel Memory enhances data-driven features in applications built for most popular AI platforms.

Notate is a powerful desktop research assistant that combines AI-driven analysis with advanced vector search technology. It streamlines research workflow by processing, organizing, and retrieving information from documents, audio, and text. Notate offers flexible AI capabilities with support for various LLM providers and local models, ensuring data privacy. Built for researchers, academics, and knowledge workers, it features real-time collaboration, accessible UI, and cross-platform compatibility.

Chat with your data using OpenAI and AI Search. This solution accelerator uses an Azure OpenAI GPT model and an Azure AI Search index generated from your data, which is integrated into a web application to provide a natural language interface, including speech-to-text functionality, for search queries. Users can drag and drop files, point to storage, and take care of technical setup to transform documents. There is a web app that users can create in their own subscription with security and authentication.

BaoGPT is an AI project designed to facilitate asking questions about YouTube videos. It features a web UI based on Gradio and Discord integration. The tool utilizes a pipeline that routes input questions to either a greeting-like branch or a query & answer branch. The query analysis is performed by the LLM, which extracts attributes as filters and optimizes and rewrites questions for better vector retrieval in the vector DB. The tool then retrieves top-k candidates for grading and outputs final relative documents after grading. Lastly, the LLM performs summarization based on the reranking output, providing answers and attaching sources to the user.

The `unstructured` library provides open-source components for ingesting and pre-processing images and text documents, such as PDFs, HTML, Word docs, and many more. The use cases of `unstructured` revolve around streamlining and optimizing the data processing workflow for LLMs. `unstructured` modular functions and connectors form a cohesive system that simplifies data ingestion and pre-processing, making it adaptable to different platforms and efficient in transforming unstructured data into structured outputs.

This repository contains a Rest-Backend for a Conversational Agent that allows embedding documents, semantic search, QA based on documents, and document processing with Large Language Models. It uses Aleph Alpha and OpenAI Large Language Models to generate responses to user queries, includes a vector database, and provides a REST API built with FastAPI. The project also features semantic search, secret management for API keys, installation instructions, and development guidelines for both backend and frontend components.

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.

Wandbot is a question-answering bot designed for Weights & Biases documentation. It employs Retrieval Augmented Generation with a ChromaDB backend for efficient responses. The bot features periodic data ingestion, integration with Discord and Slack, and performance monitoring through logging. It has a fallback mechanism for model selection and is evaluated based on retrieval accuracy and model-generated responses. The implementation includes creating document embeddings, constructing the Q&A RAGPipeline, model selection, deployment on FastAPI, Discord, and Slack, logging and analysis with Weights & Biases Tables, and performance evaluation.

The essence of Quantitative Investing

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

Formal, jargon-rich investment advisor with clear explanations.

🔬💊 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. 🚫💼

Analyzes earnings reports using Warren Buffett's investment model.

A financial analyst GPT with Warren Buffett's analysis style.

The intelligent investor. Analyse stocks using Warren Buffet's favourite investment framework, outlined in Benjamin Graham's famous book. Warren takes no responsibility for investment risk.

I provide investment insights and data, clarifying complex financial concepts.

Finds early-stage companies with social media buzz for investments.

Advisor for camera rental businesses on equipment investment.

Merlin, blending magical past with modern finance advice.

AGI offering creative financial solutions, willing to explore less ethical strategies.

Your humorous guide to wealth and prosperity.

Chat with Psychology of money

A professional guide for making money

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

Gen Z's ally in navigating the new-age financial landscape!

Your go-to Web3 expert for learning and project development.

A no judgment zone for asking questions about staying safe on the blockchain.

Dijital Sanat Pazarlama Merkezi