Best AI tools for< Extract Context >
20 - AI tool Sites

Tolgee
Tolgee is an AI-powered localization tool that offers in-context translation, AI translation, and collaboration features for developers and businesses. It helps users translate their apps to any language efficiently, saving developers' time and ensuring accurate translations. With Tolgee, users can modify texts directly in their apps, extract context, and leverage AI translations to go global. The platform integrates with popular frameworks and technologies, making localization a smooth and hassle-free process.

ContextClue
ContextClue is an AI text analysis tool that offers enhanced document insights through features like text summarization, report generation, and LLM-driven semantic search. It helps users summarize multi-format content, automate document creation, and enhance research by understanding context and intent. ContextClue empowers users to efficiently analyze documents, extract insights, and generate content with unparalleled accuracy. The tool can be customized and integrated into existing workflows, making it suitable for various industries and tasks.

Chat PDF AI Online
Chat PDF AI Online is an advanced AI tool that revolutionizes the way users interact with PDF documents. It offers cutting-edge AI features to enhance the PDF experience, providing seamless solutions for reading, summarizing, analyzing, and translating PDF files. With features like longer context support, powerful tabular data analysis, and advanced LLM support, Chat PDF AI Online ensures smarter and faster document processing. Users can securely upload and process large PDF files, benefiting from high accuracy and efficiency in document handling.

Parsio
Parsio is an AI-powered document parser that can extract structured data from PDFs, emails, and other documents. It uses natural language processing to understand the context of the document and identify the relevant data points. Parsio can be used to automate a variety of tasks, such as extracting data from invoices, receipts, and emails.

Pentest Copilot
Pentest Copilot by BugBase is an ultimate ethical hacking assistant that guides users through each step of the hacking journey, from analyzing web apps to root shells. It eliminates redundant research, automates payload and command generation, and provides intelligent contextual analysis to save time. The application excels at data extraction, privilege escalation, lateral movement, and leaving no trace behind. With features like secure VPN integration, total control over sessions, parallel command processing, and flexibility to choose between local or cloud execution, Pentest Copilot offers a seamless and efficient hacking experience without the need for Kali Linux installation.

Dili
Dili is an AI Diligence Platform designed to automate diligence processes for various industries such as Real Estate, Private Equity, Tax Credit, and Venture Capital. It offers features like extracting data instantly, supporting various document types, flagging transaction issues, intelligent document search, and risk assessments. Dili provides advantages such as reliable insights, confidence scores for answers, error detection, custom workflows, and domain-specific tuning. However, it may have limitations in handling complex math tasks, limited model training on user data, and potential use case restrictions.

Petal
Petal is a document analysis platform powered by generative AI technology. It allows users to chat with their documents, providing fully sourced and reliable answers by linking to their own knowledge bases. Users can train AI on their documents to support their work, ensuring centralized knowledge management and document synchronization. Petal offers features such as automatic metadata extraction, file deduplication, and collaboration tools to enhance productivity and streamline workflows for researchers, faculty, and industry experts.

FeedLens
FeedLens is an AI-powered app review management tool designed for customer-first teams. It leverages cutting-edge AI models to extract insights from app reviews, provide contextually relevant replies, and offer actionable feedback. With FeedLens, users can engage effortlessly with reviews, chat with a custom-trained chatbot, stay informed about competitors, and integrate with ticketing tools for efficient workflow management.

Legalyze.ai
Legalyze.ai is an AI application designed for lawyers to streamline document review processes and automate the creation of medical chronologies. The platform uses AI to summarize and extract key points from case documents, providing rapid insights and answers to specific questions. With features like document summaries, rapid case review, and fact-finding capabilities, Legalyze.ai aims to save time and enhance efficiency in legal practices.

Heyday
Heyday is an AI-powered personal assistant that helps users manage and organize their information, including documents, notes, conversations, and articles. It uses natural language processing and machine learning to extract key insights, generate summaries, and create shareable content. Heyday also integrates with popular tools like Zoom and Google Calendar to provide context and automate tasks.

Nuclia
Nuclia is an AI-powered search engine that helps businesses unlock the value of their unstructured data. With Nuclia, businesses can quickly and easily search, analyze, and extract insights from their data, regardless of its format or location. Nuclia's AI capabilities include natural language processing, machine learning, and deep learning, which allow it to understand the context and meaning of data, and to generate human-like text and code. Nuclia is used by businesses of all sizes across a variety of industries, including financial services, healthcare, manufacturing, and retail.

CustomerIQ
CustomerIQ is an AI platform that automatically discovers and quantifies themes across customer feedback channels like calls, surveys, tickets, and transcripts. It aggregates customer feedback, extracts and categorizes feature requests, pain points, preferences, and highlights related to customers. The platform helps align teams, prioritize work, and build a customer-obsessed culture. CustomerIQ accelerates development by scoping project requirements faster and providing actionable insights backed with context.

ChatPDF
ChatPDF is an AI-powered tool that allows users to interact with PDFs in a conversational manner. It uses advanced natural language processing and machine learning techniques to understand user queries and provide relevant information from the PDF document. ChatPDF is designed to make it easier and faster for users to access and understand information from PDFs, particularly in the context of research, education, and professional settings.

Otto
Otto is an AI-powered tool designed to streamline work processes by bringing reasoning to data. It allows users to define tables once and automate numerous tasks in minutes. With features like research capabilities, outbound message creation, and customizable columns, Otto enables users to work 10x faster by leveraging AI agents for parallel processing. The tool unlocks insights from various data sources, including websites, documents, and images, and offers an AI Assistant for contextual assistance. Otto aims to enhance productivity and efficiency by providing advanced data analysis and processing functionalities.

Spin Rewriter AI
Spin Rewriter AI is an article rewriter that uses artificial intelligence to generate unique, human-quality content. It is the only rewriter that uses the power of Large Language Models (LLMs) to extract the meaning of your articles on an entirely different level. This means that Spin Rewriter AI can pinpoint the meaning of every word in your article and how each word relates to every other word in its context. This allows Spin Rewriter AI to create human-quality readable articles with ZERO machine-generated footprint at a push of a button.

Solvr
Solvr is an AI-powered Chrome extension that allows users to solve questions effortlessly without leaving the webpage. It offers two powerful modes for capturing and getting instant answers, as well as the ability to extract and solve content from PDFs. With sleek and structured results, Solvr provides visually appealing and organized information at a glance, making problem-solving swift and simple.

Chat With PDF AI Tool
Chat With PDF AI Tool is an innovative online application that allows users to interact with a virtual assistant powered by artificial intelligence to convert and manipulate PDF files. The tool simplifies the process of working with PDFs by offering a conversational interface for tasks such as conversion, editing, and extraction. Users can upload PDF files, ask questions, and receive instant responses and actions from the AI assistant. With its user-friendly design and advanced AI capabilities, Chat With PDF AI Tool revolutionizes the way users handle PDF documents.

ModularMind
ModularMind is a powerful AI assistant application designed to supercharge work efficiency by offering a range of AI-powered features. It allows users to extract relevant content and links from multiple web pages simultaneously, build AI workflows without coding, save prompts, import data, and utilize ready-to-use templates. Trusted by professionals, ModularMind enhances productivity by automating tasks and streamlining workflows.

Docubase.ai
Docubase.ai is a powerful document analysis tool that uses advanced natural language processing and machine learning to extract information and provide relevant answers to your queries. It can automatically extract text content from uploaded documents, generate relevant questions, and extract answers from the document content. Docubase.ai supports a wide range of document formats, including PDF, Word, Excel, PowerPoint, and text documents. It also allows users to ask their own questions and provides options to export answers in different formats for easy sharing and documentation.

Compar.ai
Compar.ai is an AI-powered content analysis tool that helps businesses improve their content's effectiveness. The tool uses natural language processing (NLP) to analyze content and extract keywords, determine sentiment, and identify emotions. This information can then be used to improve the content's readability, engagement, and conversion rate.
20 - Open Source AI Tools

marly
Marly is a tool that allows users to search for and extract context-specific data from various types of documents such as PDFs, Word files, Powerpoints, and websites. It provides the ability to extract data in structured formats like JSON or Markdown, making it easy to integrate into workflows. Marly supports multi-schema and multi-document extraction, offers built-in caching for rapid repeat extractions, and ensures no vendor lock-in by allowing flexibility in choosing model providers.

embedchain
Embedchain is an Open Source Framework for personalizing LLM responses. It simplifies the creation and deployment of personalized AI applications by efficiently managing unstructured data, generating relevant embeddings, and storing them in a vector database. With diverse APIs, users can extract contextual information, find precise answers, and engage in interactive chat conversations tailored to their data. The framework follows the design principle of being 'Conventional but Configurable' to cater to both software engineers and machine learning engineers.

embedJs
EmbedJs is a NodeJS framework that simplifies RAG application development by efficiently processing unstructured data. It segments data, creates relevant embeddings, and stores them in a vector database for quick retrieval.

floneum
Floneum is a graph editor that makes it easy to develop your own AI workflows. It uses large language models (LLMs) to run AI models locally, without any external dependencies or even a GPU. This makes it easy to use LLMs with your own data, without worrying about privacy. Floneum also has a plugin system that allows you to improve the performance of LLMs and make them work better for your specific use case. Plugins can be used in any language that supports web assembly, and they can control the output of LLMs with a process similar to JSONformer or guidance.

invariant
Invariant Analyzer is an open-source scanner designed for LLM-based AI agents to find bugs, vulnerabilities, and security threats. It scans agent execution traces to identify issues like looping behavior, data leaks, prompt injections, and unsafe code execution. The tool offers a library of built-in checkers, an expressive policy language, data flow analysis, real-time monitoring, and extensible architecture for custom checkers. It helps developers debug AI agents, scan for security violations, and prevent security issues and data breaches during runtime. The analyzer leverages deep contextual understanding and a purpose-built rule matching engine for security policy enforcement.

mark
Mark is a CLI tool that allows users to interact with large language models (LLMs) using Markdown format. It enables users to seamlessly integrate GPT responses into Markdown files, supports image recognition, scraping of local and remote links, and image generation. Mark focuses on using Markdown as both a prompt and response medium for LLMs, offering a unique and flexible way to interact with language models for various use cases in development and documentation processes.

LightRAG
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.

labs-ai-tools-for-devs
This repository provides AI tools for developers through Docker containers, enabling agentic workflows. It allows users to create complex workflows using Dockerized tools and Markdown, leveraging various LLM models. The core features include Dockerized tools, conversation loops, multi-model agents, project-first design, and trackable prompts stored in a git repo.

PulsarRPA
PulsarRPA is a high-performance, distributed, open-source Robotic Process Automation (RPA) framework designed to handle large-scale RPA tasks with ease. It provides a comprehensive solution for browser automation, web content understanding, and data extraction. PulsarRPA addresses challenges of browser automation and accurate web data extraction from complex and evolving websites. It incorporates innovative technologies like browser rendering, RPA, intelligent scraping, advanced DOM parsing, and distributed architecture to ensure efficient, accurate, and scalable web data extraction. The tool is open-source, customizable, and supports cutting-edge information extraction technology, making it a preferred solution for large-scale web data extraction.

long-context-attention
Long-Context-Attention (YunChang) is a unified sequence parallel approach that combines the strengths of DeepSpeed-Ulysses-Attention and Ring-Attention to provide a versatile and high-performance solution for long context LLM model training and inference. It addresses the limitations of both methods by offering no limitation on the number of heads, compatibility with advanced parallel strategies, and enhanced performance benchmarks. The tool is verified in Megatron-LM and offers best practices for 4D parallelism, making it suitable for various attention mechanisms and parallel computing advancements.

firecrawl-mcp-server
Firecrawl MCP Server is a Model Context Protocol (MCP) server implementation that integrates with Firecrawl for web scraping capabilities. It supports features like scrape, crawl, search, extract, and batch scrape. It provides web scraping with JS rendering, URL discovery, web search with content extraction, automatic retries with exponential backoff, credit usage monitoring, comprehensive logging system, support for cloud and self-hosted FireCrawl instances, mobile/desktop viewport support, and smart content filtering with tag inclusion/exclusion. The server includes configurable parameters for retry behavior and credit usage monitoring, rate limiting and batch processing capabilities, and tools for scraping, batch scraping, checking batch status, searching, crawling, and extracting structured information from web pages.

llm-context.py
LLM Context is a tool designed to assist developers in quickly injecting relevant content from code/text projects into Large Language Model chat interfaces. It leverages `.gitignore` patterns for smart file selection and offers a streamlined clipboard workflow using the command line. The tool also provides direct integration with Large Language Models through the Model Context Protocol (MCP). LLM Context is optimized for code repositories and collections of text/markdown/html documents, making it suitable for developers working on projects that fit within an LLM's context window. The tool is under active development and aims to enhance AI-assisted development workflows by harnessing the power of Large Language Models.

LLM_Web_search
LLM_Web_search project gives local LLMs the ability to search the web by outputting a specific command. It uses regular expressions to extract search queries from model output and then utilizes duckduckgo-search to search the web. LangChain's Contextual compression and Okapi BM25 or SPLADE are used to extract relevant parts of web pages in search results. The extracted results are appended to the model's output.

gitingest
GitIngest is a tool that allows users to turn any Git repository into a prompt-friendly text ingest for LLMs. It provides easy code context by generating a text digest from a git repository URL or directory. The tool offers smart formatting for optimized output format for LLM prompts and provides statistics about file and directory structure, size of the extract, and token count. GitIngest can be used as a CLI tool on Linux and as a Python package for code integration. The tool is built using Tailwind CSS for frontend, FastAPI for backend framework, tiktoken for token estimation, and apianalytics.dev for simple analytics. Users can self-host GitIngest by building the Docker image and running the container. Contributions to the project are welcome, and the tool aims to be beginner-friendly for first-time contributors with a simple Python and HTML codebase.

llmblueprint
LLM Blueprint is an official implementation of a paper that enables text-to-image generation with complex and detailed prompts. It leverages Large Language Models (LLMs) to extract critical components from text prompts, including bounding box coordinates for foreground objects, detailed textual descriptions for individual objects, and a succinct background context. The tool operates in two phases: Global Scene Generation creates an initial scene using object layouts and background context, and an Iterative Refinement Scheme refines box-level content to align with textual descriptions, ensuring consistency and improving recall compared to baseline diffusion models.

second-brain-agent
The Second Brain AI Agent Project is a tool designed to empower personal knowledge management by automatically indexing markdown files and links, providing a smart search engine powered by OpenAI, integrating seamlessly with different note-taking methods, and enhancing productivity by accessing information efficiently. The system is built on LangChain framework and ChromaDB vector store, utilizing a pipeline to process markdown files and extract text and links for indexing. It employs a Retrieval-augmented generation (RAG) process to provide context for asking questions to the large language model. The tool is beneficial for professionals, students, researchers, and creatives looking to streamline workflows, improve study sessions, delve deep into research, and organize thoughts and ideas effortlessly.

gpt-computer-assistant
GPT Computer Assistant (GCA) is an open-source framework designed to build vertical AI agents that can automate tasks on Windows, macOS, and Ubuntu systems. It leverages the Model Context Protocol (MCP) and its own modules to mimic human-like actions and achieve advanced capabilities. With GCA, users can empower themselves to accomplish more in less time by automating tasks like updating dependencies, analyzing databases, and configuring cloud security settings.

genaiscript
GenAIScript is a scripting environment designed to facilitate file ingestion, prompt development, and structured data extraction. Users can define metadata and model configurations, specify data sources, and define tasks to extract specific information. The tool provides a convenient way to analyze files and extract desired content in a structured format. It offers a user-friendly interface for working with data and automating data extraction processes, making it suitable for various data processing tasks.

extractor
Extractor is an AI-powered data extraction library for Laravel that leverages OpenAI's capabilities to effortlessly extract structured data from various sources, including images, PDFs, and emails. It features a convenient wrapper around OpenAI Chat and Completion endpoints, supports multiple input formats, includes a flexible Field Extractor for arbitrary data extraction, and integrates with Textract for OCR functionality. Extractor utilizes JSON Mode from the latest GPT-3.5 and GPT-4 models, providing accurate and efficient data extraction.

kor
Kor is a prototype tool designed to help users extract structured data from text using Language Models (LLMs). It generates prompts, sends them to specified LLMs, and parses the output. The tool works with the parsing approach and is integrated with the LangChain framework. Kor is compatible with pydantic v2 and v1, and schema is typed checked using pydantic. It is primarily used for extracting information from text based on provided reference examples and schema documentation. Kor is designed to work with all good-enough LLMs regardless of their support for function/tool calling or JSON modes.
20 - OpenAI Gpts

Data Extractor Pro
Expert in data extraction and context-driven analysis. Can read most filetypes including PDFS, XLSX, Word, TXT, CSV, EML, Etc.

Timeless Translator
Translating ancient texts to modern English, extrapolating key insights and practical applications.

Visual Storyteller
Extract the essence of the novel story according to the quantity requirements and generate corresponding images. The images can be used directly to create novel videos.小说推文图片自动批量生成,可自动生成风格一致性图片

The Enigmancer
Put your prompt engineering skills to the ultimate test! Embark on a journey to outwit a mythical guardian of ancient secrets. Try to extract the secret passphrase hidden in the system prompt and enter it in chat when you think you have it and claim your glory. Good luck!

ExtractWisdom
Takes in any text and extracts the wisdom from it like you spent 3 hours taking handwritten notes.

Ringkesan
Nyimpulkeun sareng nimba poin konci tina téks, artikel, video, dokumén sareng seueur deui

Spreadsheet Composer
Magically turning text from emails, lists and website content into spreadsheet tables

Meeting Mate
AI Meeting Analyst: Summarizes transcripts, extracts key points and action items, conducts sentiment analysis. Offers advice and insights on meeting content, objectives, and outcomes for improved effectiveness.

FREE Keyword Extraction Tool
Keyword Extraction Tool: Efficiently extracts keywords from various texts, social media, and customer feedback with our user-friendly, scalable tool.

Procedure Extraction and Formatting
Extracts and formats procedures from manuals into templates