- Data Scientists: Experts experimenting with retrievers, embeddings, and LLM pipelines.
- Researchers: Academics developing NLP applications and model evaluations.
- Startups: Teams developing domain-specific chatbots or intelligent document systems.
- AI Integrators: Professionals connecting internal systems and APIs to LLMs for automated responses.
How to Use It?
- Install Haystack: Set up the framework and dependencies in your development environment.
- Select Components: Choose retrievers, readers, and document stores suited to your use case.
- Index Your Data: Ingest documents or structured data into your chosen storage backend.
- Build a Pipeline: Connect retrieval and generation components to form an AI workflow.
- Test & Optimize: Fine-tune the retriever-reader parameters and evaluate performance.
- Deploy & Monitor: Deploy as an API or application and monitor usage and accuracy.
- RAG-Focused Framework: Specializes in retrieval-augmented generation for precise, explainable answers.
- Highly Modular & Flexible: Supports multiple retrievers, models, and document stores.
- Enterprise-Ready Scalability: Designed for production deployment with monitoring and optimization.
- Active Community & Research Base: Developed by deepset, with a strong ecosystem of contributors.
- Supports Custom Pipelines: Enables complex, multi-step workflows for specialized tasks.
- Open-source and highly configurable.
- Supports multiple backends and model integrations.
- Excellent for enterprise-grade document search.
- Robust documentation and community support.
- Ideal for building advanced RAG systems.
- Requires technical expertise to set up and tune.
- Deployment and scaling can be complex for non-developers.
- Performance tuning requires model knowledge.
- Limited UI — primarily code-based configuration.
Custom
Custom Pricing
Proud of the love you're getting? Show off your AI Toolbook reviews—then invite more fans to share the love and build your credibility.
Add an AI Toolbook badge to your site—an easy way to drive followers, showcase updates, and collect reviews. It's like a mini 24/7 billboard for your AI.
Reviews
Rating Distribution
Average score
Popular Mention
FAQs
Yes — it is a developer framework requiring Python skills.
Yes — it supports secure on-premise or cloud deployment.
Yes — it integrates seamlessly with various LLMs.
Yes — it’s widely used to power Q&A and document chatbots.
Yes — it is completely open source and community-driven.
Similar AI Tools
Top Free Prompts
TopFreePrompts is a Swiss-developed, AI-powered hub offering an expansive and meticulously curated library of expert-crafted prompts—over 10,000 in total—designed to unlock the full potential of AI models like ChatGPT, Midjourney, Claude, Gemini, Grok, DALL-E, Stable Diffusion, and more. Built by Lucybrain.com, it serves founders, creators, and professionals looking to tap into AI as a versatile assistant—acting as your coach, designer, developer, marketer, or learning coach. The prompts are organized across hundreds of categorized themes—from writing and productivity to mental wellness and AI agent orchestration—and are paired with a “Pro Academy” offering bite-sized masterclasses that teach systematic prompt engineering techniques. With its Swiss architecture emphasizing privacy and expert design oversight, it aims to democratize AI mastery for individuals and enterprises alike.
Top Free Prompts
TopFreePrompts is a Swiss-developed, AI-powered hub offering an expansive and meticulously curated library of expert-crafted prompts—over 10,000 in total—designed to unlock the full potential of AI models like ChatGPT, Midjourney, Claude, Gemini, Grok, DALL-E, Stable Diffusion, and more. Built by Lucybrain.com, it serves founders, creators, and professionals looking to tap into AI as a versatile assistant—acting as your coach, designer, developer, marketer, or learning coach. The prompts are organized across hundreds of categorized themes—from writing and productivity to mental wellness and AI agent orchestration—and are paired with a “Pro Academy” offering bite-sized masterclasses that teach systematic prompt engineering techniques. With its Swiss architecture emphasizing privacy and expert design oversight, it aims to democratize AI mastery for individuals and enterprises alike.
Top Free Prompts
TopFreePrompts is a Swiss-developed, AI-powered hub offering an expansive and meticulously curated library of expert-crafted prompts—over 10,000 in total—designed to unlock the full potential of AI models like ChatGPT, Midjourney, Claude, Gemini, Grok, DALL-E, Stable Diffusion, and more. Built by Lucybrain.com, it serves founders, creators, and professionals looking to tap into AI as a versatile assistant—acting as your coach, designer, developer, marketer, or learning coach. The prompts are organized across hundreds of categorized themes—from writing and productivity to mental wellness and AI agent orchestration—and are paired with a “Pro Academy” offering bite-sized masterclasses that teach systematic prompt engineering techniques. With its Swiss architecture emphasizing privacy and expert design oversight, it aims to democratize AI mastery for individuals and enterprises alike.
Dot
Dot AI is an advanced AI-powered data assistant that enables teams to obtain instant, actionable insights from their data. By integrating seamlessly with existing analytics infrastructure, Dot allows users to ask data-related questions in natural language and receive accurate, context-aware answers in real-time.
Dot
Dot AI is an advanced AI-powered data assistant that enables teams to obtain instant, actionable insights from their data. By integrating seamlessly with existing analytics infrastructure, Dot allows users to ask data-related questions in natural language and receive accurate, context-aware answers in real-time.
Dot
Dot AI is an advanced AI-powered data assistant that enables teams to obtain instant, actionable insights from their data. By integrating seamlessly with existing analytics infrastructure, Dot allows users to ask data-related questions in natural language and receive accurate, context-aware answers in real-time.
YourAIScroll
YourAIScroll is an AI chat history manager and exporter that lets users download, save, and organize conversations from multiple AI platforms. It provides tools to preserve chat logs, code, diagrams, and other artifacts in clean, readable formats for knowledge bases and future reference.
YourAIScroll
YourAIScroll is an AI chat history manager and exporter that lets users download, save, and organize conversations from multiple AI platforms. It provides tools to preserve chat logs, code, diagrams, and other artifacts in clean, readable formats for knowledge bases and future reference.
YourAIScroll
YourAIScroll is an AI chat history manager and exporter that lets users download, save, and organize conversations from multiple AI platforms. It provides tools to preserve chat logs, code, diagrams, and other artifacts in clean, readable formats for knowledge bases and future reference.
TextCortex
TextCortex is an enterprise-grade AI platform that helps organizations deploy secure, task-specific AI agents powered by internal knowledge and leading LLMs. It centralizes knowledge with collaborative management, retrieval-augmented generation for precise answers, and robust governance to keep data private and compliant. Teams work across 30,000+ apps via a browser extension, desktop app, and integrations, avoiding context switching. The platform enables end-to-end content and knowledge lifecycles, from drafting proposals and analyses to search and insights, with multilingual support for global teams. Built on EU-hosted, GDPR-compliant infrastructure and strict no-training-on-user-data policies, it balances flexibility, performance, and enterprise trust.
TextCortex
TextCortex is an enterprise-grade AI platform that helps organizations deploy secure, task-specific AI agents powered by internal knowledge and leading LLMs. It centralizes knowledge with collaborative management, retrieval-augmented generation for precise answers, and robust governance to keep data private and compliant. Teams work across 30,000+ apps via a browser extension, desktop app, and integrations, avoiding context switching. The platform enables end-to-end content and knowledge lifecycles, from drafting proposals and analyses to search and insights, with multilingual support for global teams. Built on EU-hosted, GDPR-compliant infrastructure and strict no-training-on-user-data policies, it balances flexibility, performance, and enterprise trust.
TextCortex
TextCortex is an enterprise-grade AI platform that helps organizations deploy secure, task-specific AI agents powered by internal knowledge and leading LLMs. It centralizes knowledge with collaborative management, retrieval-augmented generation for precise answers, and robust governance to keep data private and compliant. Teams work across 30,000+ apps via a browser extension, desktop app, and integrations, avoiding context switching. The platform enables end-to-end content and knowledge lifecycles, from drafting proposals and analyses to search and insights, with multilingual support for global teams. Built on EU-hosted, GDPR-compliant infrastructure and strict no-training-on-user-data policies, it balances flexibility, performance, and enterprise trust.
Keywrds AI
Keywrds.ai is a keyword research and topic ideation platform that helps content teams uncover highly relevant, natural-language keywords and questions modeled on real search behavior. Starting from a single seed keyword, it generates hundreds of keyword ideas with estimated monthly search volume and keyword difficulty to guide targeting decisions. It also scrapes Google’s People Also Ask questions and can auto-generate multiple, factual answers tailored to what searchers want to see. The AI engine surfaces controversial, thought-provoking, and pain point–driven topics to build topical authority. Teams can turn insights into blog outlines and draft-ready Q&A, streamlining research-to-content workflows with credit-based usage.
Keywrds AI
Keywrds.ai is a keyword research and topic ideation platform that helps content teams uncover highly relevant, natural-language keywords and questions modeled on real search behavior. Starting from a single seed keyword, it generates hundreds of keyword ideas with estimated monthly search volume and keyword difficulty to guide targeting decisions. It also scrapes Google’s People Also Ask questions and can auto-generate multiple, factual answers tailored to what searchers want to see. The AI engine surfaces controversial, thought-provoking, and pain point–driven topics to build topical authority. Teams can turn insights into blog outlines and draft-ready Q&A, streamlining research-to-content workflows with credit-based usage.
Keywrds AI
Keywrds.ai is a keyword research and topic ideation platform that helps content teams uncover highly relevant, natural-language keywords and questions modeled on real search behavior. Starting from a single seed keyword, it generates hundreds of keyword ideas with estimated monthly search volume and keyword difficulty to guide targeting decisions. It also scrapes Google’s People Also Ask questions and can auto-generate multiple, factual answers tailored to what searchers want to see. The AI engine surfaces controversial, thought-provoking, and pain point–driven topics to build topical authority. Teams can turn insights into blog outlines and draft-ready Q&A, streamlining research-to-content workflows with credit-based usage.
Shodh AI
Shodh AI is a deep-tech startup focused on building India’s next generation of scientific and domain-aware AI models. It aims to bridge advanced AI research with real applications, working on projects spanning material science models, foundational AI, and educational tools. The company is selected under IndiaAI and backs its mission with substantial compute resources, including access to millions of GPU hours. (Based on job profiles and company announcements.) They also run a statistics software product targeted at students, researchers, and professionals, offering tools for data analysis, hypothesis testing, and visualization in an intuitive interface.
Shodh AI
Shodh AI is a deep-tech startup focused on building India’s next generation of scientific and domain-aware AI models. It aims to bridge advanced AI research with real applications, working on projects spanning material science models, foundational AI, and educational tools. The company is selected under IndiaAI and backs its mission with substantial compute resources, including access to millions of GPU hours. (Based on job profiles and company announcements.) They also run a statistics software product targeted at students, researchers, and professionals, offering tools for data analysis, hypothesis testing, and visualization in an intuitive interface.
Shodh AI
Shodh AI is a deep-tech startup focused on building India’s next generation of scientific and domain-aware AI models. It aims to bridge advanced AI research with real applications, working on projects spanning material science models, foundational AI, and educational tools. The company is selected under IndiaAI and backs its mission with substantial compute resources, including access to millions of GPU hours. (Based on job profiles and company announcements.) They also run a statistics software product targeted at students, researchers, and professionals, offering tools for data analysis, hypothesis testing, and visualization in an intuitive interface.
Deep Research
Deep Research is an AI-powered research assistant designed to perform iterative and in-depth exploration of any topic. It combines search engines, web scraping, and large language models to refine its research direction over multiple iterations. The system generates targeted search queries, processes results, and dives deeper based on new findings, producing comprehensive markdown reports with detailed insights and sources. Its goal is to facilitate deep understanding and knowledge discovery while keeping the implementation simple—under 500 lines of code—making it accessible for customization and building upon. Deep Research aims to streamline complex research processes through automation and intelligent analysis.
Deep Research
Deep Research is an AI-powered research assistant designed to perform iterative and in-depth exploration of any topic. It combines search engines, web scraping, and large language models to refine its research direction over multiple iterations. The system generates targeted search queries, processes results, and dives deeper based on new findings, producing comprehensive markdown reports with detailed insights and sources. Its goal is to facilitate deep understanding and knowledge discovery while keeping the implementation simple—under 500 lines of code—making it accessible for customization and building upon. Deep Research aims to streamline complex research processes through automation and intelligent analysis.
Deep Research
Deep Research is an AI-powered research assistant designed to perform iterative and in-depth exploration of any topic. It combines search engines, web scraping, and large language models to refine its research direction over multiple iterations. The system generates targeted search queries, processes results, and dives deeper based on new findings, producing comprehensive markdown reports with detailed insights and sources. Its goal is to facilitate deep understanding and knowledge discovery while keeping the implementation simple—under 500 lines of code—making it accessible for customization and building upon. Deep Research aims to streamline complex research processes through automation and intelligent analysis.
search.sh
search.sh is an AI-powered intelligent search engine designed to provide real-time, context-aware answers beyond traditional search results. It uses advanced artificial intelligence algorithms to understand the nuance and broader context of user queries, delivering precise, actionable insights instead of just links. The platform serves both human users and autonomous agents, making it useful for researchers, traders, and anyone seeking quick, relevant, and comprehensive information. search.sh continuously improves its search performance through adaptive learning, offering a streamlined and efficient knowledge discovery experience.
search.sh
search.sh is an AI-powered intelligent search engine designed to provide real-time, context-aware answers beyond traditional search results. It uses advanced artificial intelligence algorithms to understand the nuance and broader context of user queries, delivering precise, actionable insights instead of just links. The platform serves both human users and autonomous agents, making it useful for researchers, traders, and anyone seeking quick, relevant, and comprehensive information. search.sh continuously improves its search performance through adaptive learning, offering a streamlined and efficient knowledge discovery experience.
search.sh
search.sh is an AI-powered intelligent search engine designed to provide real-time, context-aware answers beyond traditional search results. It uses advanced artificial intelligence algorithms to understand the nuance and broader context of user queries, delivering precise, actionable insights instead of just links. The platform serves both human users and autonomous agents, making it useful for researchers, traders, and anyone seeking quick, relevant, and comprehensive information. search.sh continuously improves its search performance through adaptive learning, offering a streamlined and efficient knowledge discovery experience.
HubWise.AI
HubWise.ai is an AI-powered knowledge management and collaboration platform built to capture, share, and utilize organizational insights efficiently. Designed for industries like construction and operations, it focuses on preventing recurring issues by connecting the right feedback to the right teams. The platform enables organizations to leverage collective intelligence, providing a centralized hub for lessons learned, best practices, and innovative solutions. With HubWise.ai, teams can close the feedback loop, promote smarter decision-making, and ensure continuous learning across sites and departments.
HubWise.AI
HubWise.ai is an AI-powered knowledge management and collaboration platform built to capture, share, and utilize organizational insights efficiently. Designed for industries like construction and operations, it focuses on preventing recurring issues by connecting the right feedback to the right teams. The platform enables organizations to leverage collective intelligence, providing a centralized hub for lessons learned, best practices, and innovative solutions. With HubWise.ai, teams can close the feedback loop, promote smarter decision-making, and ensure continuous learning across sites and departments.
HubWise.AI
HubWise.ai is an AI-powered knowledge management and collaboration platform built to capture, share, and utilize organizational insights efficiently. Designed for industries like construction and operations, it focuses on preventing recurring issues by connecting the right feedback to the right teams. The platform enables organizations to leverage collective intelligence, providing a centralized hub for lessons learned, best practices, and innovative solutions. With HubWise.ai, teams can close the feedback loop, promote smarter decision-making, and ensure continuous learning across sites and departments.
Upstage Document Parse is an advanced AI-powered document processing tool designed to convert complex documents such as PDFs, scanned images, spreadsheets, and slides into structured, machine-readable text formats like HTML and Markdown. It excels at accurately recognizing and preserving complex layouts, tables, charts, and even handwritten elements with unmatched speed—processing over 100 pages in under a minute. The tool improves knowledge retrieval, enables quick decision-making through AI-driven summarization, and enhances accessibility by converting lengthy reports and legal documents into clean digital formats. Upstage Document Parse is scalable, easy to integrate via REST API or on-premises deployment, and certified for enterprise-grade security including SOC2 and ISO 27001.
Upstage Document Parse is an advanced AI-powered document processing tool designed to convert complex documents such as PDFs, scanned images, spreadsheets, and slides into structured, machine-readable text formats like HTML and Markdown. It excels at accurately recognizing and preserving complex layouts, tables, charts, and even handwritten elements with unmatched speed—processing over 100 pages in under a minute. The tool improves knowledge retrieval, enables quick decision-making through AI-driven summarization, and enhances accessibility by converting lengthy reports and legal documents into clean digital formats. Upstage Document Parse is scalable, easy to integrate via REST API or on-premises deployment, and certified for enterprise-grade security including SOC2 and ISO 27001.
Upstage Document Parse is an advanced AI-powered document processing tool designed to convert complex documents such as PDFs, scanned images, spreadsheets, and slides into structured, machine-readable text formats like HTML and Markdown. It excels at accurately recognizing and preserving complex layouts, tables, charts, and even handwritten elements with unmatched speed—processing over 100 pages in under a minute. The tool improves knowledge retrieval, enables quick decision-making through AI-driven summarization, and enhances accessibility by converting lengthy reports and legal documents into clean digital formats. Upstage Document Parse is scalable, easy to integrate via REST API or on-premises deployment, and certified for enterprise-grade security including SOC2 and ISO 27001.
Hightouch
Hightouch is a comprehensive customer data and AI platform designed to empower marketers by turning their data warehouse into an efficient Customer Data Platform (CDP). It enables marketers to find insights, run real-time personalized campaigns, and build AI agents that understand brand-specific needs, helping them move faster and be more creative. Unlike traditional CDPs, Hightouch reads data directly from your warehouse without duplicating it, ensuring flexible, secure, and quick-to-deploy solutions. It supports deep integration with over 250 tools, providing marketers with self-service access to build audiences, optimize lifecycle marketing, and deliver targeted advertising.
Hightouch
Hightouch is a comprehensive customer data and AI platform designed to empower marketers by turning their data warehouse into an efficient Customer Data Platform (CDP). It enables marketers to find insights, run real-time personalized campaigns, and build AI agents that understand brand-specific needs, helping them move faster and be more creative. Unlike traditional CDPs, Hightouch reads data directly from your warehouse without duplicating it, ensuring flexible, secure, and quick-to-deploy solutions. It supports deep integration with over 250 tools, providing marketers with self-service access to build audiences, optimize lifecycle marketing, and deliver targeted advertising.
Hightouch
Hightouch is a comprehensive customer data and AI platform designed to empower marketers by turning their data warehouse into an efficient Customer Data Platform (CDP). It enables marketers to find insights, run real-time personalized campaigns, and build AI agents that understand brand-specific needs, helping them move faster and be more creative. Unlike traditional CDPs, Hightouch reads data directly from your warehouse without duplicating it, ensuring flexible, secure, and quick-to-deploy solutions. It supports deep integration with over 250 tools, providing marketers with self-service access to build audiences, optimize lifecycle marketing, and deliver targeted advertising.
AI Forge
AI Forge is a professional platform designed to develop future AI leaders through structured challenges, elite networking, and real-world exposure. It brings together ambitious individuals seeking to deepen their expertise, credibility, and connections within the AI ecosystem. By combining learning, competition, and access to high-quality peers, AI Forge positions itself as a career and leadership accelerator rather than a traditional education platform.
AI Forge
AI Forge is a professional platform designed to develop future AI leaders through structured challenges, elite networking, and real-world exposure. It brings together ambitious individuals seeking to deepen their expertise, credibility, and connections within the AI ecosystem. By combining learning, competition, and access to high-quality peers, AI Forge positions itself as a career and leadership accelerator rather than a traditional education platform.
AI Forge
AI Forge is a professional platform designed to develop future AI leaders through structured challenges, elite networking, and real-world exposure. It brings together ambitious individuals seeking to deepen their expertise, credibility, and connections within the AI ecosystem. By combining learning, competition, and access to high-quality peers, AI Forge positions itself as a career and leadership accelerator rather than a traditional education platform.
Editorial Note
This page was researched and written by the ATB Editorial Team. Our team researches each AI tool by reviewing its official website, testing features, exploring real use cases, and considering user feedback. Every page is fact-checked and regularly updated to ensure the information stays accurate, neutral, and useful for our readers.
If you have any suggestions or questions, email us at hello@aitoolbook.ai