Best AI tools for< Insert Vector Data >

Stylar is a powerful AI-powered image generation and design tool that provides users with unparalleled control over image composition and style. With its user-friendly interface and advanced features, Stylar makes it easy for users of all skill levels to create stunning and professional-looking images. Key features of Stylar include predefined styles for effortless design customization, layering, positioning, and sketching tools for intuitive design, and user-friendly interface for all skill levels.

Dzine (formerly Stylar.ai) is a powerful AI image generation and design tool that provides users with unparalleled control over image composition and style. It offers predefined styles for effortless design customization, layering, positioning, and sketching tools for intuitive design, and an 'Enhance' feature to address common challenges with AI-generated images. With a user-friendly interface suitable for all skill levels, Dzine makes it easy to create stunning and stylish images. It supports high-resolution exports and provides free credits for new users to try out its features.

FileDrop is a file or document manager that allows you to drag and drop files into a document with automatic linking and save them to Google Drive. It also offers features like OCR, translation, and AI integration. With FileDrop, you can easily insert, save, and link files in Google Sheets cells, Docs, and Slides.

Format Magic is a one-click formatting platform powered by AI that transforms plain text into beautifully formatted documents within seconds. Users can select a template, paste their text, and let the AI automatically apply headings and styles to create professional resumes or documents effortlessly. The platform offers easy-to-use tools for quick and efficient formatting, making it a valuable resource for individuals looking to enhance the visual appeal of their written content.

SpeechGen.io is a realistic text-to-speech converter and AI voice generator that allows users to convert text into speech using cutting-edge AI voices with an American English accent. With SpeechGen.io, users can create realistic voiceovers for videos, e-learning materials, advertising, public announcements, podcasts, mobile apps, presentations, and more. The platform offers a wide range of features, including the ability to download converted audio files in MP3, WAV, and OGG formats, support for long texts, commercial use of generated audio, multi-voice editing, custom voice settings, SSML support, and more. SpeechGen.io is accessible in any browser and offers an intuitive interface suitable for beginners. The platform also provides powerful support and is compatible with various editing programs.

n8n is a powerful workflow automation software and tools that offer advanced AI capabilities. It is a popular platform for technical teams to automate workflows, integrate various services, and build autonomous agents. With over 400 integrations, n8n enables users to save time, streamline operations, and enhance security through AI-driven processes. The tool supports self-hosting, external libraries, and offers enterprise-ready solutions for scaling operations. n8n empowers users to code iteratively, explore advanced AI features, and create complex workflows with ease.

n8n is a powerful workflow automation software and tool that offers advanced AI capabilities. It is a popular platform for technical teams to automate workflows, integrate various services, and build autonomous agents. With over 400 integrations, n8n enables users to save time, streamline operations, and enhance security through AI-powered solutions. The tool supports self-hosting, external libraries, and a user-friendly interface for both coding and non-coding users.

One Panel is a web-based Manga Reader that offers a unique reading experience by allowing users to read their favorite manga one panel at a time. It aims to prevent spoilers and enhance the enjoyment of manga lovers by providing a new way to engage with the content. Users can insert or remove panels with a keystroke, dedicate proper time to each panel, and build up tension while reading. One Panel is designed to offer a fresh perspective on manga reading, focusing on the element of surprise and engagement.

SlidesAI is an AI-powered tool that helps users create professional and engaging presentation slides in seconds. With SlidesAI, users can simply paste their text into the tool, and the AI will automatically generate a presentation complete with design elements, images, and even speaker notes. SlidesAI is perfect for anyone who wants to save time and effort on creating presentations, including students, educators, business professionals, and marketers.

Anime AI is a user-friendly website that utilizes advanced AI technology to transform photos into stunning anime-style images or generate anime art from text prompts. With Anime AI, users can effortlessly unleash their creativity and share breathtaking anime creations without the need for drawing skills or AI knowledge. The platform offers a seamless experience for beginners and experienced users alike, allowing them to turn their imagination into reality in just a few seconds.

Regex.ai is an AI-powered regular expression generator that allows users to insert text and highlight multiple strings to find matching regular expressions. Users can also click on the highlighted text to remove it. The tool is created by Liberty Labs and offers various agents for different regular expression solving tasks.

AI-SYNT is a digital copy trained on your content. AI-SYNT enables to insert humans, products or characters into generated scenes. Grow your engagement rate up to 4x.

Minvo is an AI-powered video editing and social media intelligence tool that allows users to create professional clips from videos in just 3 clicks. With features like auto-cutting um's and ah's, AI-insert emojis, and B-roll, Minvo simplifies the content creation process for platforms like YouTube, Instagram, TikTok, and more. It offers social analytics, scheduling directly to social media platforms, and the ability to transcribe and translate content in over 50 languages. Minvo caters to podcasters, live streamers, TV and radio professionals, churches, entrepreneurs, and agencies, providing both beginner-friendly and advanced editing options.

Komandi is an AI-powered CLI/Terminal commands manager that allows users to easily manage their CLI snippets. It enables users to generate terminal commands from natural language prompts using AI, insert, favorite, copy, and execute commands, detect potentially dangerous commands, and more. Komandi is designed for developers and system administrators to streamline command management and execution.

LinkActions is a fully-automated internal linking tool that helps you build internal links on your website to improve your SEO, increase organic traffic, and boost sales. It analyzes your website's content and automatically creates and inserts internal links onto your website. LinkActions works with any CMS and is optimized for websites with hundreds to thousands of pages and long-form content over 500 words per page.

Seo Juice is an automated AI SEO tool that generates internal links for websites fully automated with AI technology. It is designed for busy individuals who want to improve their SEO without the hassle of manual keyword research. By simply adding your domain, Seo Juice crawls your sitemap and inserts links into your webpage using a simple JS snippet. The tool offers easy integration, privacy-driven internal reporting, and simple pricing suitable for businesses of all sizes. With Seo Juice, users can enjoy the benefits of automated SEO and save time on manual link building tasks.

Bichos ID de Fucesa is an AI tool that allows users to explore and identify insects, arachnids, and other arthropods using artificial intelligence. Users can discover the most searched bugs, explore new discoveries made by the community, and view curated organisms. The platform aims to expand knowledge about the fascinating world of arthropods through AI-powered identification.

pgvecto.rs is a Postgres extension written in Rust that provides vector similarity search functions. It offers ultra-low-latency, high-precision vector search capabilities, including sparse vector search and full-text search. With complete SQL support, async indexing, and easy data management, it simplifies data handling. The extension supports various data types like FP16/INT8, binary vectors, and Matryoshka embeddings. It ensures system performance with production-ready features, high availability, and resource efficiency. Security and permissions are managed through easy access control. The tool allows users to create tables with vector columns, insert vector data, and calculate distances between vectors using different operators. It also supports half-precision floating-point numbers for better performance and memory usage optimization.

LLMClient is a JavaScript/TypeScript library that simplifies working with large language models (LLMs) by providing an easy-to-use interface for building and composing efficient prompts using prompt signatures. These signatures enable the automatic generation of typed prompts, allowing developers to leverage advanced capabilities like reasoning, function calling, RAG, ReAcT, and Chain of Thought. The library supports various LLMs and vector databases, making it a versatile tool for a wide range of applications.

Ax is a Typescript library that allows users to build intelligent agents inspired by agentic workflows and the Stanford DSP paper. It seamlessly integrates with multiple Large Language Models (LLMs) and VectorDBs to create RAG pipelines or collaborative agents capable of solving complex problems. The library offers advanced features such as streaming validation, multi-modal DSP, and automatic prompt tuning using optimizers. Users can easily convert documents of any format to text, perform smart chunking, embedding, and querying, and ensure output validation while streaming. Ax is production-ready, written in Typescript, and has zero dependencies.

MyScaleDB is a SQL vector database designed for scalable AI applications, enabling developers to efficiently manage and process massive volumes of data using familiar SQL. It offers fast and efficient vector search, filtered search, and SQL-vector join queries. MyScaleDB is fully SQL-compatible and production-ready for AI applications, providing unmatched performance and scalability through cutting-edge OLAP architecture and advanced vector algorithms. Built on top of ClickHouse, it combines structured and vectorized data management for high accuracy and speed in filtered searches.

MyScaleDB is a SQL vector database optimized for AI applications, enabling developers to manage and process massive volumes of data efficiently. It offers fast and powerful vector search, filtered search, and SQL-vector join queries, making it fully SQL-compatible. MyScaleDB provides unmatched performance and scalability by leveraging cutting-edge OLAP database architecture and advanced vector algorithms. It is production-ready for AI applications, supporting structured data, text, vector, JSON, geospatial, and time-series data. MyScale Cloud offers fully-managed MyScaleDB with premium features on billion-scale data, making it cost-effective and simpler to use compared to specialized vector databases. Built on top of ClickHouse, MyScaleDB combines structured and vector search efficiently, ensuring high accuracy and performance in filtered search operations.

Milvus is an open-source vector database built to power embedding similarity search and AI applications. Milvus makes unstructured data search more accessible, and provides a consistent user experience regardless of the deployment environment. Milvus 2.0 is a cloud-native vector database with storage and computation separated by design. All components in this refactored version of Milvus are stateless to enhance elasticity and flexibility. For more architecture details, see Milvus Architecture Overview. Milvus was released under the open-source Apache License 2.0 in October 2019. It is currently a graduate project under LF AI & Data Foundation.

Lantern is an open-source PostgreSQL database extension designed to store vector data, generate embeddings, and handle vector search operations efficiently. It introduces a new index type called 'lantern_hnsw' for vector columns, which speeds up 'ORDER BY ... LIMIT' queries. Lantern utilizes the state-of-the-art HNSW implementation called usearch. Users can easily install Lantern using Docker, Homebrew, or precompiled binaries. The tool supports various distance functions, index construction parameters, and operator classes for efficient querying. Lantern offers features like embedding generation, interoperability with pgvector, parallel index creation, and external index graph generation. It aims to provide superior performance metrics compared to other similar tools and has a roadmap for future enhancements such as cloud-hosted version, hardware-accelerated distance metrics, industry-specific application templates, and support for version control and A/B testing of embeddings.

Infinity is an AI-native database designed for LLM applications, providing incredibly fast full-text and vector search capabilities. It supports a wide range of data types, including vectors, full-text, and structured data, and offers a fused search feature that combines multiple embeddings and full text. Infinity is easy to use, with an intuitive Python API and a single-binary architecture that simplifies deployment. It achieves high performance, with 0.1 milliseconds query latency on million-scale vector datasets and up to 15K QPS.

Ragtacts is a Clojure library that allows users to easily interact with Large Language Models (LLMs) such as OpenAI's GPT-4. Users can ask questions to LLMs, create question templates, call Clojure functions in natural language, and utilize vector databases for more accurate answers. Ragtacts also supports RAG (Retrieval-Augmented Generation) method for enhancing LLM output by incorporating external data. Users can use Ragtacts as a CLI tool, API server, or through a RAG Playground for interactive querying.

OP Vault is a tool that leverages the OP Stack (OpenAI + Pinecone Vector Database) to allow users to upload custom knowledgebase files and ask questions about their contents. It provides a user-friendly Golang server and React frontend for querying human-readable content like books and documents, making it valuable for knowledge extraction and question-answering. Users can upload entire libraries, receive specific answers with file and section references, and explore the power of the OP Stack in a practical interface.

MindsDB is a platform for customizing AI from enterprise data. You can create, serve, and fine-tune models in real-time from your database, vector store, and application data. MindsDB "enhances" SQL syntax with AI capabilities to make it accessible for developers worldwide. With MindsDB’s nearly 200 integrations, any developer can create AI customized for their purpose, faster and more securely. Their AI systems will constantly improve themselves — using companies’ own data, in real-time.

nano-GraphRAG is a simple, easy-to-hack implementation of GraphRAG that provides a smaller, faster, and cleaner version of the official implementation. It is about 800 lines of code, small yet scalable, asynchronous, and fully typed. The tool supports incremental insert, async methods, and various parameters for customization. Users can replace storage components and LLM functions as needed. It also allows for embedding function replacement and comes with pre-defined prompts for entity extraction and community reports. However, some features like covariates and global search implementation differ from the original GraphRAG. Future versions aim to address issues related to data source ID, community description truncation, and add new components.

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.

SuperDuperDB is a Python framework for integrating AI models, APIs, and vector search engines directly with your existing databases, including hosting of your own models, streaming inference and scalable model training/fine-tuning. Build, deploy and manage any AI application without the need for complex pipelines, infrastructure as well as specialized vector databases, and moving our data there, by integrating AI at your data's source: - Generative AI, LLMs, RAG, vector search - Standard machine learning use-cases (classification, segmentation, regression, forecasting recommendation etc.) - Custom AI use-cases involving specialized models - Even the most complex applications/workflows in which different models work together SuperDuperDB is **not** a database. Think `db = superduper(db)`: SuperDuperDB transforms your databases into an intelligent platform that allows you to leverage the full AI and Python ecosystem. A single development and deployment environment for all your AI applications in one place, fully scalable and easy to manage.

DB-GPT is a personal database administrator that can solve database problems by reading documents, using various tools, and writing analysis reports. It is currently undergoing an upgrade. **Features:** * **Online Demo:** * Import documents into the knowledge base * Utilize the knowledge base for well-founded Q&A and diagnosis analysis of abnormal alarms * Send feedbacks to refine the intermediate diagnosis results * Edit the diagnosis result * Browse all historical diagnosis results, used metrics, and detailed diagnosis processes * **Language Support:** * English (default) * Chinese (add "language: zh" in config.yaml) * **New Frontend:** * Knowledgebase + Chat Q&A + Diagnosis + Report Replay * **Extreme Speed Version for localized llms:** * 4-bit quantized LLM (reducing inference time by 1/3) * vllm for fast inference (qwen) * Tiny LLM * **Multi-path extraction of document knowledge:** * Vector database (ChromaDB) * RESTful Search Engine (Elasticsearch) * **Expert prompt generation using document knowledge** * **Upgrade the LLM-based diagnosis mechanism:** * Task Dispatching -> Concurrent Diagnosis -> Cross Review -> Report Generation * Synchronous Concurrency Mechanism during LLM inference * **Support monitoring and optimization tools in multiple levels:** * Monitoring metrics (Prometheus) * Flame graph in code level * Diagnosis knowledge retrieval (dbmind) * Logical query transformations (Calcite) * Index optimization algorithms (for PostgreSQL) * Physical operator hints (for PostgreSQL) * Backup and Point-in-time Recovery (Pigsty) * **Continuously updated papers and experimental reports** This project is constantly evolving with new features. Don't forget to star ⭐ and watch 👀 to stay up to date.

The Pinecone AWS Reference Architecture with Pulumi is a distributed system designed for vector-database-enabled semantic search over Postgres records. It serves as a starting point for specific use cases or as a learning resource. The architecture is permissively licensed and supported by Pinecone's open-source team, facilitating the setup of high-scale use cases for Pinecone's scalable vector database.

Codefuse-ModelCache is a semantic cache for large language models (LLMs) that aims to optimize services by introducing a caching mechanism. It helps reduce the cost of inference deployment, improve model performance and efficiency, and provide scalable services for large models. The project caches pre-generated model results to reduce response time for similar requests and enhance user experience. It integrates various embedding frameworks and local storage options, offering functionalities like cache-writing, cache-querying, and cache-clearing through RESTful API. The tool supports multi-tenancy, system commands, and multi-turn dialogue, with features for data isolation, database management, and model loading schemes. Future developments include data isolation based on hyperparameters, enhanced system prompt partitioning storage, and more versatile embedding models and similarity evaluation algorithms.

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.

Towhee is a cutting-edge framework designed to streamline the processing of unstructured data through the use of Large Language Model (LLM) based pipeline orchestration. It can extract insights from diverse data types like text, images, audio, and video files using generative AI and deep learning models. Towhee offers rich operators, prebuilt ETL pipelines, and a high-performance backend for efficient data processing. With a Pythonic API, users can build custom data processing pipelines easily. Towhee is suitable for tasks like sentence embedding, image embedding, video deduplication, question answering with documents, and cross-modal retrieval based on CLIP.

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Your personal AI accountant. Crunches all the numbers for you in a matter of seconds. The days of getting and accountant are long gone! Just type the numbers you need processing into the chat or insert a file, alongside your country of residence, to get your results

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Learn MySQL by Hands-on Labs and AI

Assists with NoSQL programming by providing code examples, debugging tips, and best practices.

Overleaf GPT is an interactive assistant for writing detailed Overleaf documents. Overleaf GPT writes complete LaTeX reports, tailored to the user’s requirements. This GPT starts with conceptualizing the structure to iteratively developing the content and providing best-practice formatting in LaTeX.

Crafts Powerpoint PPT presentations with visuals and graphs

Expert C# Engineer with LINQ and MSSQL skills.

A helpful LaTeX assistant offering guidance and practical examples.

Your article formatting expert with Word download link feature.

Combines a business-like and friendly style for PowerPoint guidance.

I assist in creating professional presentations.

A polite and professional assistant for creating senior-friendly flyers.

I invert colors in photos and provide download links.

Your guide to edible insects for feed, food, and manufacturing

Quick facts and illustrations of animals, insects and plants.