Best AI tools for< Search Within Files >

MacWhisper is a native macOS application that utilizes OpenAI's Whisper technology for transcribing audio files into text. It offers a user-friendly interface for recording, transcribing, and editing audio, making it suitable for various use cases such as transcribing meetings, lectures, interviews, and podcasts. The application is designed to protect user privacy by performing all transcriptions locally on the device, ensuring that no data leaves the user's machine.

Raycast is an AI-powered productivity tool that serves as a shortcut to everything on your Mac. It offers a collection of powerful productivity tools within an extendable launcher, designed to enhance efficiency and streamline workflows. With features like fast access to favorite tools, AI models, and extensions, Raycast aims to make users feel like they are never wasting time. The application is known for its speed, ergonomic design, reliability, and seamless integration with various tasks and applications.

The website offers 'Q, ChatGPT for Slack', an AI tool that functions like ChatGPT within your Slack workspace. It allows on-demand URL and file reading, custom instructions for tailored use, and supports various URLs and files. With Q, users can summarize, evaluate, brainstorm ideas, self-review, engage in Q&A, and more. The tool enables team-specific rules, guidelines, and templates, making it ideal for emails, translations, content creation, copywriting, reporting, coding, and testing based on internal information.

Jochem is an AI tool designed to provide accurate answers quickly and enhance knowledge on-the-go. It helps users get instant answers to their questions, connects them with experts within the company, and continuously learns to improve performance. Jochem eliminates the need to search through files and articles by offering a smart matching system based on expertise. It also allows users to easily add and update the knowledge base, ensuring full control and transparency.

OpenBuckets is a web application designed to help users find and secure open buckets in cloud storage systems. It provides a user-friendly interface for scanning and identifying publicly accessible buckets, allowing users to take necessary actions to secure their data. With OpenBuckets, users can easily detect potential security risks and protect their sensitive information stored in cloud storage. The application is a valuable tool for individuals and organizations looking to enhance their data security measures in the cloud.

Booltool is a free online tool that helps you to create and manage boolean searches. With Booltool, you can easily combine multiple search terms using the AND, OR, and NOT operators to create more precise and effective searches. Booltool also provides a variety of other features to help you refine your searches, such as the ability to exclude specific terms, search within a specific domain, and limit your search to a specific date range.

Shieldbase is an AI-powered enterprise search tool designed to provide secure and efficient search capabilities for businesses. It utilizes advanced artificial intelligence algorithms to index and retrieve information from various data sources within an organization, ensuring quick and accurate search results. With a focus on security, Shieldbase offers encryption and access control features to protect sensitive data. The platform is user-friendly and customizable, making it easy for businesses to implement and integrate into their existing systems. Shieldbase enhances productivity by enabling employees to quickly find the information they need, ultimately improving decision-making processes and overall operational efficiency.

QueryPal is an AI chatbot application designed to provide better and faster answers for teams by leveraging AI technology trained on company documents. It helps in resolving repetitive questions instantly, ensuring accurate and contextualized results. The application allows users to create personalized AI chatbots for each team in minutes, with customization options for document access, chatbot admins, and tone. QueryPal offers unlimited connections to various platforms like Slack, Microsoft Teams, Google Drive, and more, making it a versatile tool for team communication and knowledge management.

AlphaSense is a market intelligence and search platform that provides access to a comprehensive universe of content, including company filings, broker research, expert calls, regulatory documents, press releases, and internal content. It utilizes AI and NLP technology to surface relevant insights, monitor market trends, and collaborate on research. AlphaSense is trusted by thousands of organizations, including 85% of the S&P 100, 80% of the top asset management firms, and 80% of the top consultancies.

Clipy is an AI-powered video search tool that allows users to search for specific moments within videos by typing their thoughts. By leveraging artificial intelligence technology, Clipy provides users with relevant timestamps instantly. The tool is available as a Chrome extension, making it convenient for users to access and use across different platforms.

Keylight AI is an AI-powered solution designed to help users efficiently find information within their documents. It offers lightning-fast searches, precision accuracy, a user-friendly interface, customizable prompts, and ensures secure and confidential document handling. Ideal for professionals across various industries, Keylight AI revolutionizes document search by providing quick and efficient navigation. Users can boost their productivity and save time with this innovative tool.

The website offers a universal search tool designed for SaaS companies to connect their help center and provide search, navigation, and AI-powered answers to users. It helps in setting up self-serve support, creating trigger widgets, and enhancing user experience by enabling quick access to relevant content. The tool aims to speed up time to value, create power users, reduce support costs, and keep users engaged within the app by surfacing necessary resources.

JustReply is a customer support tool designed for teams that use Slack. It enables users to manage, respond, and resolve customer support conversations directly within their Slack workspace. JustReply offers features such as a beautiful helpcenter with customizable templates, flexible chat widget supporting various communication channels, minimalist inbox for prioritizing conversations, speedy macros for quick responses, powerful search functionality, and a smart editor for creating and editing support articles. The tool aims to streamline customer support processes and improve efficiency for smaller teams that heavily rely on Slack for communication and collaboration.

JiraGPT is an AI-powered assistant designed to streamline project management tasks within the popular collaboration platform Slack. It allows users to search Jira issues using natural language directly from Slack, eliminating the need for complex JQL queries. With JiraGPT, teams can enhance their productivity and efficiency by simplifying the process of managing tasks and projects. The tool leverages AI technology to provide a seamless integration between Jira and Slack, offering a user-friendly experience for project teams.

Luxi is an AI-powered tool that enables users to automatically discover items in images. By leveraging advanced image recognition technology, Luxi can accurately identify objects within images, making it easier for users to search, categorize, and analyze visual content. With Luxi, users can streamline their image processing workflows, saving time and effort in identifying and tagging objects within large image datasets.

Moveworks is an AI-powered employee support platform that automates tasks, provides self-service support, and offers a conversational interface for employees to access information and support across all their business systems. It uses natural language processing and machine learning to understand employee queries and provide relevant answers and solutions. Moveworks integrates with various business applications, including IT service management, HR, finance, sales, marketing, and engineering tools, enabling employees to automate workflows, search for knowledge, and complete tasks within their existing chat applications.

Roboto AI is an advanced platform that allows users to curate, transform, and analyze robotics data at scale. It provides features for data management, actions, events, search capabilities, and SDK integration. The application helps users understand complex machine data through multimodal queries and custom actions, enabling efficient data processing and collaboration within teams.

Tapesearch is an AI-powered search engine that provides instant access to podcast transcripts, allowing users to quickly find specific content within podcasts without the need to listen to entire episodes. With a database of over 3 million transcripts, Tapesearch offers features such as precise timestamp search, brand mention tracking, conversation analysis, and API integration. Ideal for market research, content creation, academic studies, advertising optimization, and journalism, Tapesearch revolutionizes the way users interact with spoken content, making podcasts more accessible and insightful.

SmarterFolder is an AI-powered tool designed for MacOS that enables users to perform semantic image searches on their local drive. By utilizing AI technology, users can find photos based on descriptions of the content within the images. The tool ensures full privacy as no images are shared or stored externally, providing a secure and efficient way to organize and retrieve photos.

Pieces is an on-device AI coding assistant that boosts developer productivity by providing contextual understanding of the entire workflow. It offers features like leveraging real-time context, using advanced AI models, applying hyper-relevant context to conversations, deep integrations within tools, air-gapped security, and more. Pieces is designed to simplify coding processes, enhance code generation, and streamline developer workflows.

SWE-agent is a tool that turns language models (e.g. GPT-4) into software engineering agents capable of fixing bugs and issues in real GitHub repositories. It achieves state-of-the-art performance on the full test set by resolving 12.29% of issues. The tool is built and maintained by researchers from Princeton University. SWE-agent provides a command line tool and a graphical web interface for developers to interact with. It introduces an Agent-Computer Interface (ACI) to facilitate browsing, viewing, editing, and executing code files within repositories. The tool includes features such as a linter for syntax checking, a specialized file viewer, and a full-directory string searching command to enhance the agent's capabilities. SWE-agent aims to improve prompt engineering and ACI design to enhance the performance of language models in software engineering tasks.

MemFree is an open-source hybrid AI search engine that allows users to simultaneously search their personal knowledge base (bookmarks, notes, documents, etc.) and the Internet. It features a self-hosted super fast serverless vector database, local embedding and rerank service, one-click Chrome bookmarks index, and full code open source. Users can contribute by opening issues for bugs or making pull requests for new features or improvements.

Orbiton is a text editor and simple IDE designed with minimal annoyance in mind, not highly configurable to help users stay focused, and supports rapid edit-format-compile cycles. It is suitable for writing git commit messages, editing README.md and TODO.md files, writing Markdown and exporting to HTML or PDF, learning programming languages, editing files within larger projects, solving Advent of Code tasks, and providing a distraction-free environment for writing. The tool offers unique features like smart cursor movement, paste and copy shortcuts, portal for copying lines across files, code building and formatting shortcuts, and more.

Bedrock Engineer is an autonomous software development agent application that utilizes Amazon Bedrock. It allows users to customize, create/edit files, execute commands, search the web, use a knowledge base, utilize multi-agents, generate images, and more. The tool provides an interactive chat interface with AI agents, file system operations, web search capabilities, project structure management, code analysis, code generation, data analysis, agent and tool customization, chat history management, and multi-language support. Users can select and customize agents, choose from various tools like file system operations, web search, Amazon Bedrock integration, and system command execution. Additionally, the tool offers features for website generation, connecting to design system data sources, AWS Step Functions ASL definition generation, diagram creation using natural language descriptions, and multi-language support.

CrewAI quickstart is a small project providing starter templates for an easy start with CrewAI. It includes notebooks, Python scripts, GUI with Streamlit, and Local LLMs for various tasks like web search, CSV lookup, web scraping, PDF search, and more. Contributions are welcome to enhance the project.

Parrot.nvim is a Neovim plugin that prioritizes a seamless out-of-the-box experience for text generation. It simplifies functionality and focuses solely on text generation, excluding integration of DALLE and Whisper. It supports persistent conversations as markdown files, custom hooks for inline text editing, multiple providers like Anthropic API, perplexity.ai API, OpenAI API, Mistral API, and local/offline serving via ollama. It allows custom agent definitions, flexible API credential support, and repository-specific instructions with a `.parrot.md` file. It does not have autocompletion or hidden requests in the background to analyze files.

Swark is a VS Code extension that automatically generates architecture diagrams from code using large language models (LLMs). It is directly integrated with GitHub Copilot, requires no authentication or API key, and supports all languages. Swark helps users learn new codebases, review AI-generated code, improve documentation, understand legacy code, spot design flaws, and gain test coverage insights. It saves output in a 'swark-output' folder with diagram and log files. Source code is only shared with GitHub Copilot for privacy. The extension settings allow customization for file reading, file extensions, exclusion patterns, and language model selection. Swark is open source under the GNU Affero General Public License v3.0.

`npcsh` is a python-based command-line tool designed to integrate Large Language Models (LLMs) and Agents into one's daily workflow by making them available and easily configurable through the command line shell. It leverages the power of LLMs to understand natural language commands and questions, execute tasks, answer queries, and provide relevant information from local files and the web. Users can also build their own tools and call them like macros from the shell. `npcsh` allows users to take advantage of agents (i.e. NPCs) through a managed system, tailoring NPCs to specific tasks and workflows. The tool is extensible with Python, providing useful functions for interacting with LLMs, including explicit coverage for popular providers like ollama, anthropic, openai, gemini, deepseek, and openai-like providers. Users can set up a flask server to expose their NPC team for use as a backend service, run SQL models defined in their project, execute assembly lines, and verify the integrity of their NPC team's interrelations. Users can execute bash commands directly, use favorite command-line tools like VIM, Emacs, ipython, sqlite3, git, pipe the output of these commands to LLMs, or pass LLM results to bash commands.

A curated list of awesome Model Context Protocol (MCP) servers that enable AI models to securely interact with local and remote resources through standardized server implementations. The list focuses on production-ready and experimental servers extending AI capabilities through file access, database connections, API integrations, and other contextual services.

LongBench v2 is a benchmark designed to assess the ability of large language models (LLMs) to handle long-context problems requiring deep understanding and reasoning across various real-world multitasks. It consists of 503 challenging multiple-choice questions with contexts ranging from 8k to 2M words, covering six major task categories. The dataset is collected from nearly 100 highly educated individuals with diverse professional backgrounds and is designed to be challenging even for human experts. The evaluation results highlight the importance of enhanced reasoning ability and scaling inference-time compute to tackle the long-context challenges in LongBench v2.

LangServe helps developers deploy `LangChain` runnables and chains as a REST API. This library is integrated with FastAPI and uses pydantic for data validation. In addition, it provides a client that can be used to call into runnables deployed on a server. A JavaScript client is available in LangChain.js.

Awesome MCP Servers is a curated list of Model Context Protocol (MCP) servers that enable AI models to securely interact with local and remote resources through standardized server implementations. The list includes production-ready and experimental servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

The vscode-pddl extension provides comprehensive support for Planning Domain Description Language (PDDL) in Visual Studio Code. It enables users to model planning domains, validate them, industrialize planning solutions, and run planners. The extension offers features like syntax highlighting, auto-completion, plan visualization, plan validation, plan happenings evaluation, search debugging, and integration with Planning.Domains. Users can create PDDL files, run planners, visualize plans, and debug search algorithms efficiently within VS Code.

QANTA is a system and dataset for question answering tasks. It provides a script to download datasets, preprocesses questions, and matches them with Wikipedia pages. The system includes various datasets, training, dev, and test data in JSON and SQLite formats. Dependencies include Python 3.6, `click`, and NLTK models. Elastic Search 5.6 is needed for the Guesser component. Configuration is managed through environment variables and YAML files. QANTA supports multiple guesser implementations that can be enabled/disabled. Running QANTA involves using `cli.py` and Luigi pipelines. The system accesses raw Wikipedia dumps for data processing. The QANTA ID numbering scheme categorizes datasets based on events and competitions.

SmolChat-Android is a mobile application that enables users to interact with local small language models (SLMs) on-device. Users can add/remove SLMs, modify system prompts and inference parameters, create downstream tasks, and generate responses. The app uses llama.cpp for model execution, ObjectBox for database storage, and Markwon for markdown rendering. It provides a simple, extensible codebase for on-device machine learning projects.

The AI Scientist is a comprehensive system for fully automatic scientific discovery, enabling Foundation Models to perform research independently. It aims to tackle the grand challenge of developing agents capable of conducting scientific research and discovering new knowledge. The tool generates papers on various topics using Large Language Models (LLMs) and provides a platform for exploring new research ideas. Users can create their own templates for specific areas of study and run experiments to generate papers. However, caution is advised as the codebase executes LLM-written code, which may pose risks such as the use of potentially dangerous packages and web access.

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