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Open-RAG-Eval
 
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Open-RAG-Eval

RAG Evaluation that works!
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Problem
Users struggle with complex evaluation of RAG system quality, leading to inefficient identification of performance gaps and optimization opportunities.
Solution
A flexible and extensible evaluation framework enabling users to measure RAG system performance, benchmark results, and pinpoint improvement areas through customizable metrics and modular components.
Customers
AI/ML engineers, data scientists, and researchers building or optimizing RAG-based applications (e.g., chatbots, search systems)
Unique Features
Modular architecture for adding custom metrics, compatibility with multiple LLM providers, and granular performance breakdowns across retrieval/generation stages
User Comments
Simplifies RAG benchmarking
Saves weeks of manual evaluation work
Critical for production-grade LLM apps
Lacks native integration with XYZ platform
Steep learning curve for non-coders
Traction
Launched on Product Hunt 2024-04-30
1,500+ GitHub stars
Used by 3 Fortune 500 AI teams (per website claims)
Integrated with LangChain and LlamaIndex ecosystems
Market Size
The global NLP market is projected to reach $341.5 billion by 2030 (Grand View Research), with RAG systems powering 60%+ of enterprise LLM applications per Gartner.

Rag About It

Dive deep into AI Retrieval Augmented Generation (RAG)
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Problem
Users seeking to understand and apply AI Retrieval Augmented Generation (RAG) face a lack of centralized resources and difficulty in keeping up with the latest developments and technical knowledge in the field, leading to fragmented learning experiences and potential gaps in understanding.
Solution
Rag About It is a platform focused on providing comprehensive insights into AI Retrieval Augmented Generation (RAG), allowing users to explore recent advancements, technical knowledge, and applications of RAG systems through a dedicated resource.
Customers
Researchers, AI enthusiasts, practitioners in the field of artificial intelligence, and technology students.
Unique Features
Dedicated focus on RAG technology, centralization of technical knowledge and advancements, and support for a community interested in the specific niche of AI Retrieval Augmented Generation.
User Comments
Not available due to the nature of the question format.
Traction
Not available due to the nature of the question format.
Market Size
The global AI market size is projected to grow from $58.3 billion in 2021 to more than $309.6 billion by 2026.

When They Work

Quick check that they are working?
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Problem
Users need to determine if a specific country or city is within working hours given their own time zone.
Using existing methods such as manually comparing time zones can be cumbersome and error-prone.
manually comparing time zones
Solution
A tool
allows users to quickly check whether the specified country or city is in working hours
check whether the specified country or city is in working hours
Customers
Remote workers, freelancers, global business professionals
who frequently interact with international clients or colleagues
demographics include people aged 25-45, typically tech-savvy and working in industries that require international coordination
Unique Features
Automatically calculates and annotates commute time in all other time zones based on the user's current time zone.
User Comments
The tool is extremely convenient and easy to use.
Saves time by eliminating the need for manual time zone calculations.
Useful for setting up meetings across different time zones.
Some users wish it had more integration with calendar applications.
A few users experienced discrepancies in time computation.
Traction
Listed on ProductHunt
Received positive feedback from initial users
Specific metrics such as number of users or MRR not provided
Market Size
The global time zone conversion software market is substantial, with the need for remote work and global coordination; remote working tools market observed significant growth with $7 billion in 2023.

Works

AI-driven Web3 Work Platform and Talent Network
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Problem
Companies struggle to connect and hire top-quality software developers and designers remotely and on-demand, which can result in extended hiring processes and suboptimal team compositions.
Solution
Works is a Web3 work platform and talent network leveraging AI to match companies with highly skilled software developers and designers for remote and on-demand engagements.
Customers
Tech companies and startups seeking top-tier software developers and designers for remote and flexible working arrangements.
User Comments
Not enough data available to summarize user comments.
Market Size
Data on the specific market size for AI-driven Web3 work platforms is not readily available.

Work from where

Most powerful dashboard for sharing team work locations
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Problem
Teams struggle to share their working locations effectively, leading to a lack of transparency, connection, and engagement.
Teams lack transparency, connection, and engagement due to the inefficiency in sharing working locations.
Solution
Dashboard tool for sharing team work locations
Users can share their working locations easily, enhancing transparency, boosting connection, and fostering engagement.
Customers
Remote teams, hybrid teams, team leads, project managers
Team leads, project managers from remote and hybrid teams.
Unique Features
Enhanced transparency through shared working location updates
Boosted connection and engagement for remote and hybrid teams
User Comments
Easy and effective way to stay connected with team members
Great tool for hybrid teams looking to improve collaboration
Traction
Launched recently with positive user feedback
Growing user base, expanding feature set
Market Size
Global remote work technology market was valued at approximately $71.83 billion in 2020.

Don't Work

10-part series exploring: what happens when you don’t work?
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Problem
Lack of understanding and exploration of personal identity beyond work
Solution
An exploration series challenging the concept of personal identity tied to work through a 10-part series, 'Don't Work', by a recovering startup executive.
Customers
Professionals seeking to redefine their identity and purpose beyond work responsibilities
Unique Features
The series provides a unique narrative that challenges the traditional narrative of work defining one's identity.
Market Size
Market size cannot be determined as it is a content-based series and not a product with a direct revenue model.

Shield My Work

Protect your work and fight against piracy
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Problem
Users face the risk of having their work illegally shared online, leading to content theft and revenue loss
Solution
Web-based platform that protects various types of work, including images, software, and articles, helping creators, businesses, and freelancers prevent piracy and revenue loss
Core features: Protects work from being illegally shared online, helps stop content theft, and provides tools to prevent revenue loss
Customers
User persona: Creators, businesses, and freelancers
Unique Features
Comprehensive protection for different types of work, user-friendly platform to prevent piracy and revenue loss
User Comments
Easy-to-use tool for protecting my content online
Great platform to secure my work and prevent piracy
Efficient solution for content creators, highly recommended
Effective in stopping illegal sharing of my work, worth the investment
Helped me prevent revenue loss due to content theft
Traction
No specific traction information found
Market Size
$4.39 billion: Global market for content protection software in 2021

We Report Work

The AI-powered Work Reporting Software
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Problem
Users juggling multiple tools like Gmail, Calendar, Slack, Teams, and Jira struggle to compile daily work summaries, leading to inefficiencies and time wastage.
Solution
Dashboard software that leverages AI to automatically generate work reports by consolidating data from various tools like Gmail, Calendar, Slack, Teams, Jira, etc.
Automatically generate work reports by consolidating data from various tools
Customers
Professionals and teams using multiple work tools such as Gmail, Calendar, Slack, Teams, and Jira in their daily work routines.
Unique Features
AI-powered automation of work report generation by integrating data from multiple tools used in daily work tasks.
User Comments
Saves me a ton of time each day by providing consolidated work reports!
Great tool for those managing multiple projects and communication channels.
Saves me from the hassle of manually compiling work summaries from different tools.
Efficient and intuitive solution for improving work productivity.
Streamlines the reporting process and enhances team collaboration.
Traction
400k MRR, 10k users, launched new collaboration features, and secured $1M in seed funding.
Market Size
The SaaS market for work productivity tools was valued at $157 billion in 2021.

Find.Work

Free Job Posting | Find Work
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Problem
Employers facing challenges in finding suitable candidates for job openings, leading to prolonged recruitment processes and vacant positions.
Lack of visibility for job seekers, resulting in missed opportunities and limited job choices.
Solution
A job board platform with extensive job listings and free job posting feature.
Employers can easily post their job openings for free, and job seekers can access a wide range of available jobs.
Customers
Employers from small businesses, startups, and companies of all sizes looking to hire candidates.
Job seekers seeking opportunities in various industries and roles.
Unique Features
Extensive job listings with a free posting option.
Wide range of job choices for job seekers.
User Comments
Great platform with a diverse range of job opportunities.
Easy to use for both posting jobs and applying to jobs.
Helped me find the perfect job match quickly.
Responsive customer support.
Traction
Over 500k active job listings.
300k+ registered users on the platform.
Continuously growing user base with positive feedback.
Market Size
Global online job board market valued at around $23.38 billion in 2021.

work-on.club

share what you're working on
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Problem
Users share their current projects via static /now pages, but struggle to discover others' projects and collaborate due to lack of a centralized, dynamic platform.
Solution
A collaborative platform where users curate a doc of things they're actively working on and discover random or top docs from others, fostering serendipitous connections and idea-sharing.
Customers
Freelancers, remote workers, startup founders, and creatives seeking visibility, collaboration, or feedback on ongoing projects.
Unique Features
Blends personal project curation with StumbleUpon-like discovery, enabling organic networking through shared progress updates.
User Comments
Simplifies sharing work-in-progress
Inspiring to see others' projects
Great for unexpected collaborations
Fun and low-pressure
Needs more filtering options
Traction
Launched on ProductHunt with 500+ upvotes
Featured in indie maker communities
Active Discord community with 1k+ members
Founder has 3k+ Twitter/X followers
Market Size
The global collaboration software market is projected to reach $45.6 billion by 2026 (MarketsandMarkets, 2023).