Best AI tools for< List Rag Systems >

iNCSAI List is a comprehensive database of AI startups and companies. It provides information on the latest AI trends, news, and resources. The website also offers a directory of AI companies, sorted by industry and location. iNCSAI List is a valuable resource for anyone interested in learning more about AI or finding AI-related products and services.

Suno-list is the ultimate AI music hub that offers a curated selection of trending AI music tracks. Users can explore a variety of genres and styles, from catchy instrumental intros to powerful male vocals and enchanting opera performances. The platform provides daily updates on the top 10 trending AI tracks and expert reviews to help music enthusiasts discover new and exciting music. Suno-list aims to revolutionize the way people experience and interact with music by leveraging artificial intelligence technology.

LeadScripts is an AI-powered copywriting tool that helps businesses create compelling, persuasive marketing copy tailored to their product and customer persona. It offers a range of features to help businesses automate their marketing copywriting process, including a product builder, customer avatar generator, marketing plan generator, funnel builder, SEO script generator, email marketing plan generator, social media plan generator, content generator, customer service script generator, affiliate script generator, and article writer. LeadScripts is designed to be easy to use, even for beginners, and it comes with a 5-day money-back guarantee.

Todo.is is an AI-powered task management and project organization application designed to enhance productivity and efficiency. It offers features such as AI-powered task generation, smart suggestions, and seamless collaboration tools. Users can interact with an AI assistant for instant support, convert text to speech, analyze images, and more. Todo.is is suitable for teams across various industries, providing a structured approach to task management and project organization.

Stride is an AI-driven software application that offers a Scanner tool and List Builder to generate high-quality email lists sourced from Twitter followers. The tool uses advanced AI technology to capture unlimited emails from new and current followers in real-time. With affordable pricing starting at $24.99 per month, Stride provides dedicated support and ensures the freshness and quality of the email lists. The application is suitable for various industries and marketing purposes, offering a unique way to source accurate emails without being banned on social media platforms.

AI Agent Store is an AI agent marketplace and directory that offers a comprehensive platform for users to find, list, and connect with specialized AI assistants. The website provides a curated collection of ready-to-use AI agents, tools, frameworks, and platforms for various tasks. Users can explore and discover AI agents tailored to their specific needs, with user reviews and ratings to aid decision-making. Additionally, developers can list their own AI agents to reach a wider audience and contribute to the growing ecosystem of AI solutions. Recently, the platform has introduced an AI Agency list to facilitate connections between businesses and AI automation agencies for enhanced project implementation.

Prompting Sheets is an AI-powered spreadsheet add-on for Google Sheets that revolutionizes project planning and task management. It offers customizable project plans and to-do lists tailored to individual business needs, streamlining workflows and boosting productivity. With features like AI Chatbot, customizable prompts, and prompt optimization, Prompting Sheets simplifies complex tasks, automates processes, and enhances user experience. The application leverages AI capabilities for data analysis and content creation, providing real-time data queries and dynamic solutions directly within Google Sheets.

f13o is an AI assistant designed to enhance user engagement on your website or e-commerce platform. It adds a chat feature to your site, enabling users to interact with your content, ask questions, and receive detailed information on topics of interest. By providing answers, capturing leads, and increasing time spent on site, f13o helps you improve user experience, boost revenue, and grow your subscriber list.

FindMyAITool is a comprehensive platform that serves as a directory for AI tools, offering a wide range of software tools, frameworks, and SDKs to assist individuals, businesses, and researchers in developing and implementing AI projects. Users can explore over 1500 AI tools across various categories, from video editing to copywriting, and discover solutions to streamline workflows and enhance productivity. The platform also features trending AI shorts videos and informative blog posts to keep users informed and entertained about the latest AI advancements and applications.

MOTIV8 is an AI-powered self-growth planner application designed to help individuals explore ideas, organize life, and complete tasks. It offers a comprehensive platform for setting goals, managing tasks, and staying organized, while also providing personalized guidance and recommendations for personal growth and productivity. With the help of GPT-powered AI, users can break down goals into detailed task lists, discover new ideas, and seamlessly turn ideas into actionable tasks. MOTIV8 aims to enhance users' productivity, efficiency, and overall well-being by unlocking their true potential and empowering them to thrive in all areas of life.

Wholesum is a group menu planning and shopping list tool that helps users save time, money, and reduce food waste. It allows users to easily adjust for dietary restrictions, group size, and duration. Wholesum also generates shopping lists and provides AI-powered recipes. With Wholesum, users can create sharable meal plans, estimate costs, and organize their meals by date and category.

Topai.tools is an AI tool designed to verify the security of user connections. It ensures a safe browsing experience by reviewing and authenticating the user's identity before proceeding. The tool helps in preventing unauthorized access and potential security threats by enabling JavaScript and cookies for secure browsing. With the assistance of Cloudflare, topai.tools offers high performance and robust security measures to protect user data and privacy.

Keo is an AI tool designed to help users stay organized and productive by providing dedicated AI Assistants for each task. Users can create tasks, keep notes, and chat with AI Assistants to get the best help. Keo offers a modern interface for easy task management and note-taking, ensuring users can stay on top of their workday efficiently.

MovieWiser is an AI-powered movie and series recommendation engine that provides personalized suggestions based on your current mood. It analyzes your past viewing history, preferences, and current emotional state to curate a list of movies and series that are tailored to your specific needs. With MovieWiser, you can easily find the perfect movie or series to watch, whether you're looking for something to relax and unwind with, something to make you laugh, or something to get your adrenaline pumping.

Mealmind is an AI-powered meal planning and nutrition tracking application that helps users optimize their nutrition and achieve their health and fitness goals. It provides personalized meal plans, interactive shopping lists, and tailored recipes based on individual dietary requirements, food preferences, and body goals. The application leverages AI algorithms to analyze user profiles, goals, and dietary restrictions to generate customized meal plans that meet their specific needs. Mealmind also offers an interactive shopping list that simplifies grocery shopping by providing a tailored list of ingredients required for the meal plan. Additionally, the application includes a recipe section with step-by-step instructions to guide users through the cooking process, making it easy for individuals to prepare delicious and nutritious meals at home.

AIGO.tools is an AI directory website that serves as a comprehensive platform for discovering and accessing a wide range of AI tools. Users can explore and find various AI writing tools, AI marketing tools, AI paraphrasing tools, AI SEO tools, AI study tools, AI generator tools, AI research tools, AI art tools, AI music tools, AI video tools, AI coding tools, AI photo tools, and more. The website features a free AI Tools Directory, a Startup List for AI tool developers, and supports the submission of AI tools to enhance visibility and promote innovation in the AI community.

GoatStack is an AI-powered newsletter agent that delivers personalized insights from scientific papers. It reads over 4000 papers daily and handpicks the most relevant ones for you. With GoatStack, you can stay up-to-date on the latest AI breakthroughs and advancements. It offers a range of features to help you customize your newsletter, including the ability to personalize topics, generalize topics, or be specific with content.

ClicKarma is an AI-driven defense tool designed to protect Google Ads from click frauds. It maximizes ROI by ensuring authentic interactions and eliminating wasted spend from bots and dishonest competitors. The tool offers advanced AI features to proactively identify and block disruptive click fraud, operates on auto-pilot, and provides real-time protection. ClicKarma significantly improves campaign metrics, increases genuine interactions, and enhances ROI for Google Ads campaigns.

Page Pilot AI is a tool that helps e-commerce store owners create high-converting product pages and ad copy using artificial intelligence. It offers features such as product page generation, ad creative generation, and access to winning products. With Page Pilot AI, users can save time and money by automating the product testing phase and launching products faster.

Bibit AI is a real estate marketing AI designed to enhance the efficiency and effectiveness of real estate marketing and sales. It can help create listings, descriptions, and property content, and offers a host of other features. Bibit AI is the world's first AI for Real Estate. We are transforming the real estate industry by boosting efficiency and simplifying tasks like listing creation and content generation.

RLAMA is a powerful AI-driven question-answering tool that seamlessly integrates with local Ollama models. It enables users to create, manage, and interact with Retrieval-Augmented Generation (RAG) systems tailored to their documentation needs. RLAMA follows a clean architecture pattern with clear separation of concerns, focusing on lightweight and portable RAG capabilities with minimal dependencies. The tool processes documents, generates embeddings, stores RAG systems locally, and provides contextually-informed responses to user queries. Supported document formats include text, code, and various document types, with troubleshooting steps available for common issues like Ollama accessibility, text extraction problems, and relevance of answers.

Advanced RAG Techniques is a comprehensive collection of cutting-edge Retrieval-Augmented Generation (RAG) tutorials aimed at enhancing the accuracy, efficiency, and contextual richness of RAG systems. The repository serves as a hub for state-of-the-art RAG enhancements, comprehensive documentation, practical implementation guidelines, and regular updates with the latest advancements. It covers a wide range of techniques from foundational RAG methods to advanced retrieval methods, iterative and adaptive techniques, evaluation processes, explainability and transparency features, and advanced architectures integrating knowledge graphs and recursive processing.

Cognita is an open-source framework to organize your RAG codebase along with a frontend to play around with different RAG customizations. It provides a simple way to organize your codebase so that it becomes easy to test it locally while also being able to deploy it in a production ready environment. The key issues that arise while productionizing RAG system from a Jupyter Notebook are: 1. **Chunking and Embedding Job** : The chunking and embedding code usually needs to be abstracted out and deployed as a job. Sometimes the job will need to run on a schedule or be trigerred via an event to keep the data updated. 2. **Query Service** : The code that generates the answer from the query needs to be wrapped up in a api server like FastAPI and should be deployed as a service. This service should be able to handle multiple queries at the same time and also autoscale with higher traffic. 3. **LLM / Embedding Model Deployment** : Often times, if we are using open-source models, we load the model in the Jupyter notebook. This will need to be hosted as a separate service in production and model will need to be called as an API. 4. **Vector DB deployment** : Most testing happens on vector DBs in memory or on disk. However, in production, the DBs need to be deployed in a more scalable and reliable way. Cognita makes it really easy to customize and experiment everything about a RAG system and still be able to deploy it in a good way. It also ships with a UI that makes it easier to try out different RAG configurations and see the results in real time. You can use it locally or with/without using any Truefoundry components. However, using Truefoundry components makes it easier to test different models and deploy the system in a scalable way. Cognita allows you to host multiple RAG systems using one app. ### Advantages of using Cognita are: 1. A central reusable repository of parsers, loaders, embedders and retrievers. 2. Ability for non-technical users to play with UI - Upload documents and perform QnA using modules built by the development team. 3. Fully API driven - which allows integration with other systems. > If you use Cognita with Truefoundry AI Gateway, you can get logging, metrics and feedback mechanism for your user queries. ### Features: 1. Support for multiple document retrievers that use `Similarity Search`, `Query Decompostion`, `Document Reranking`, etc 2. Support for SOTA OpenSource embeddings and reranking from `mixedbread-ai` 3. Support for using LLMs using `Ollama` 4. Support for incremental indexing that ingests entire documents in batches (reduces compute burden), keeps track of already indexed documents and prevents re-indexing of those docs.

HippoRAG is a novel retrieval augmented generation (RAG) framework inspired by the neurobiology of human long-term memory that enables Large Language Models (LLMs) to continuously integrate knowledge across external documents. It provides RAG systems with capabilities that usually require a costly and high-latency iterative LLM pipeline for only a fraction of the computational cost. The tool facilitates setting up retrieval corpus, indexing, and retrieval processes for LLMs, offering flexibility in choosing different online LLM APIs or offline LLM deployments through LangChain integration. Users can run retrieval on pre-defined queries or integrate directly with the HippoRAG API. The tool also supports reproducibility of experiments and provides data, baselines, and hyperparameter tuning scripts for research purposes.

Reader is a tool that converts any URL to an LLM-friendly input with a simple prefix `https://r.jina.ai/`. It improves the output for your agent and RAG systems at no cost. Reader supports image reading, captioning all images at the specified URL and adding `Image [idx]: [caption]` as an alt tag. This enables downstream LLMs to interact with the images in reasoning, summarizing, etc. Reader offers a streaming mode, useful when the standard mode provides an incomplete result. In streaming mode, Reader waits a bit longer until the page is fully rendered, providing more complete information. Reader also supports a JSON mode, which contains three fields: `url`, `title`, and `content`. Reader is backed by Jina AI and licensed under Apache-2.0.

The UltraRAG framework is a researcher and developer-friendly RAG system solution that simplifies the process from data construction to model fine-tuning in domain adaptation. It introduces an automated knowledge adaptation technology system, supporting no-code programming, one-click synthesis and fine-tuning, multidimensional evaluation, and research-friendly exploration work integration. The architecture consists of Frontend, Service, and Backend components, offering flexibility in customization and optimization. Performance evaluation in the legal field shows improved results compared to VanillaRAG, with specific metrics provided. The repository is licensed under Apache-2.0 and encourages citation for support.

A curated list of Generative AI projects, tools, artworks, and models

The LLMEvaluation repository is a comprehensive compendium of evaluation methods for Large Language Models (LLMs) and LLM-based systems. It aims to assist academics and industry professionals in creating effective evaluation suites tailored to their specific needs by reviewing industry practices for assessing LLMs and their applications. The repository covers a wide range of evaluation techniques, benchmarks, and studies related to LLMs, including areas such as embeddings, question answering, multi-turn dialogues, reasoning, multi-lingual tasks, ethical AI, biases, safe AI, code generation, summarization, software performance, agent LLM architectures, long text generation, graph understanding, and various unclassified tasks. It also includes evaluations for LLM systems in conversational systems, copilots, search and recommendation engines, task utility, and verticals like healthcare, law, science, financial, and others. The repository provides a wealth of resources for evaluating and understanding the capabilities of LLMs in different domains.

Tonic Validate is a framework for the evaluation of LLM outputs, such as Retrieval Augmented Generation (RAG) pipelines. Validate makes it easy to evaluate, track, and monitor your LLM and RAG applications. Validate allows you to evaluate your LLM outputs through the use of our provided metrics which measure everything from answer correctness to LLM hallucination. Additionally, Validate has an optional UI to visualize your evaluation results for easy tracking and monitoring.

pgai simplifies the process of building search and Retrieval Augmented Generation (RAG) AI applications with PostgreSQL. It brings embedding and generation AI models closer to the database, allowing users to create embeddings, retrieve LLM chat completions, reason over data for classification, summarization, and data enrichment directly from within PostgreSQL in a SQL query. The tool requires an OpenAI API key and a PostgreSQL client to enable AI functionality in the database. Users can install pgai from source, run it in a pre-built Docker container, or enable it in a Timescale Cloud service. The tool provides functions to handle API keys using psql or Python, and offers various AI functionalities like tokenizing, detokenizing, embedding, chat completion, and content moderation.

LightRAG is a repository hosting the code for LightRAG, a system that supports seamless integration of custom knowledge graphs, Oracle Database 23ai, Neo4J for storage, and multiple file types. It includes features like entity deletion, batch insert, incremental insert, and graph visualization. LightRAG provides an API server implementation for RESTful API access to RAG operations, allowing users to interact with it through HTTP requests. The repository also includes evaluation scripts, code for reproducing results, and a comprehensive code structure.

A comprehensive repository of resources for Chinese large language models (LLMs), including data processing tools, fine-tuning frameworks, inference libraries, evaluation platforms, RAG engines, agent frameworks, books, courses, tutorials, and tips. The repository covers a wide range of tools and resources for working with LLMs, from data labeling and processing to model fine-tuning, inference, evaluation, and application development. It also includes resources for learning about LLMs through books, courses, and tutorials, as well as insights and strategies from building with LLMs.

This leaderboard evaluates the hallucination rate of various Large Language Models (LLMs) when summarizing documents. It uses a model trained by Vectara to detect hallucinations in LLM outputs. The leaderboard includes models from OpenAI, Anthropic, Google, Microsoft, Amazon, and others. The evaluation is based on 831 documents that were summarized by all the models. The leaderboard shows the hallucination rate, factual consistency rate, answer rate, and average summary length for each model.

The 'ollama-ebook-summary' repository is a Python project that creates bulleted notes summaries of books and long texts, particularly in epub and pdf formats with ToC metadata. It automates the extraction of chapters, splits them into ~2000 token chunks, and allows for asking arbitrary questions to parts of the text for improved granularity of response. The tool aims to provide summaries for each page of a book rather than a one-page summary of the entire document, enhancing content curation and knowledge sharing capabilities.

The AI Enablement Stack is a curated collection of venture-backed companies, tools, and technologies that enable developers to build, deploy, and manage AI applications. It provides a structured view of the AI development ecosystem across five key layers: Agent Consumer Layer, Observability and Governance Layer, Engineering Layer, Intelligence Layer, and Infrastructure Layer. Each layer focuses on specific aspects of AI development, from end-user interaction to model training and deployment. The stack aims to help developers find the right tools for building AI applications faster and more efficiently, assist engineering leaders in making informed decisions about AI infrastructure and tooling, and help organizations understand the AI development landscape to plan technology adoption.

LangChain is an amazing framework to get LLM projects done in a matter of no time, and the ecosystem is growing fast. Here is an attempt to keep track of the initiatives around LangChain. Subscribe to the newsletter to stay informed about the Awesome LangChain. We send a couple of emails per month about the articles, videos, projects, and tools that grabbed our attention Contributions welcome. Add links through pull requests or create an issue to start a discussion. Please read the contribution guidelines before contributing.

This GPT generates lists without numbers, descriptions, or bullet points.

Generates a List Post

NomadGPT helps you become a digital nomad and find you the best places in the world to live and work remotely

SEO Expert in Product Feature Optimization. Specializes in crafting detailed, SEO-enhanced lists that highlight unique selling points for optimal search visibility. Balances technical SEO with user engagement, providing clear, accurate, relevant lists for immediate use.

Personalized Cybersecurity book and blog recommendations

Personalized assistant for family-specific shopping lists.

List timeline of any topic(history, biographies, news events, product, famous novels)

I list specific weekdays for any month in a given year.

I manage your grocery lists to help you stay organized. *1/ Tell me what to add to a list. 2/ Ask me to add all ingredients for a receipe. 3/ Upload a receipt to remove items from your lists 4/ Add an item by simply uploading a picture. 5/ Ask me what items I would recommend you add to your lists.*

Generate list of prime numbers between given two numbers.

Prioritizes Orthopaedic List for implant ID, then checks other sources

Provides a comprehensive list of brainstormed questions.

Transforms user interview transcripts into a list of tasks [Asana compatible CSV file]. Send feedback to https://x.com/kireet_agrawal

I find discounts and provide recipes based on your shopping list.

I refine academic writing, list edits in a table, and provide the final paragraph.

Snap a picture of your meal to view a detailed list of its calorie content!

Answer a few questions and let JingleBot make the perfect stress-free holiday shopping list. So fun !

This tool is only useful if you have added new sources to your reference list and need to ensure that your in-text citations reflect these updates. Paste your essay below to get started.

A comprehensive guide for finding themed public domain images with a vast resource list.

Describe your medical signs and symptoms. Optionally also list any applicable known lab test results. Further lab tests will be recommended. Any web searches may be requested explicitly. Extra tests by these providers may also be requested explicitly: QuestHealth, WalkInLab, RadiologyAssist