RAG Retrieval-Augmented Generation Codes
Alternatives
0 PH launches analyzed!

RAG Retrieval-Augmented Generation Codes
I published my first RAG boilerplate — frontend + backend
6
Problem
Developers building AI-driven applications spend significant time manually setting up frontend and backend infrastructure for RAG (Retrieval-Augmented Generation) systems, leading to slower development cycles and integration complexity.
Solution
A pre-configured RAG boilerplate (code template) enabling developers to integrate Next.js frontend, FastAPI backend, Chroma vector DB, and Gemini API, allowing instant deployment of PDF-based chatbots with document upload and chat functionality.
Customers
AI developers, engineers, or startups building document analysis tools, custom chatbots, or knowledge-base solutions requiring RAG infrastructure.
Unique Features
Combines specific technologies (Next.js + FastAPI + Chroma + Gemini) in a single package, streamlining end-to-end RAG implementation with PDF parsing and chat functionality pre-built.
User Comments
Saves weeks of setup time
Easy to customize for specific use cases
Efficient PDF-to-chat workflow
Clean code structure
Reduces dependency on third-party services
Traction
Recently launched (first release), shared on ProductHunt; no explicit revenue or user metrics provided.
Market Size
The global AI developer tools market is projected to reach $1.5 billion by 2025 (MarketsandMarkets), with RAG adoption accelerating in document-intensive industries.

Rag About It
Dive deep into AI Retrieval Augmented Generation (RAG)
44
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.
Problem
Users struggle to keep track and document the 'first times' or special milestones in life
Users find it challenging to organize and revisit memories based on different life stages
Solution
Mobile app with age-based categorization for documenting 'first times' in life
Ability to create photo memories to capture and cherish special moments
Widget feature for easy access to revisit milestones and memories
Customers
Individuals who value reminiscing special moments and milestones in life
People who want to easily organize memories based on different life stages
Unique Features
Age-based categorization for documenting 'first times' in life
Widget functionality for quick access to memories
Photo memory creation features
User Comments
Great app for capturing and revisiting special life moments
Love the age-based categorization feature for memories
Really helpful for tracking and reliving milestones in life
The widget is convenient for quick access to memories
Easy way to document and cherish 'first times' in life
Traction
Over 10k downloads on app stores
Positive user reviews averaging 4.5 stars
Active community engagement on social media
Market Size
The global digital journaling market size was valued at $208.56 million in 2020
The market is anticipated to reach $426.85 million by 2028, growing at a CAGR of 9.4%

SaaS Boilerplates
Discover the best boilerplates & SaaS starter kits
479
Problem
Developers and entrepreneurs often struggle with the initial setup for creating a SaaS platform, leading to loss of time and potential early technical debt. The main drawbacks are loss of time and potential early technical debt.
Solution
SaaS Boilerplates offers a curated directory of over 80 boilerplates and starter kits as a web-based platform, helping users to build and launch their next SaaS projects more efficiently. It is 100% free, with no payment required.
Customers
The primary users are developers, software entrepreneurs, and startup founders who are looking to kickstart their SaaS projects with a solid foundation.
Alternatives
View all SaaS Boilerplates alternatives →
Unique Features
The unique aspect of SaaS Boilerplates is its comprehensive, curated collection of boilerplates and starter kits specifically for SaaS platforms, coupled with frequent updates and the fact that it's free to access.
User Comments
N/A
Traction
N/A
Market Size
N/A

Open-RAG-Eval
RAG Evaluation that works!
4
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.

Orange Publisher
Your Trusted Publishing Partner
3
Problem
Users face challenges with traditional book publishing methods, including high costs, limited creative control, and lengthy timelines.
Solution
A print-on-demand self-publishing platform enabling users to publish books in Bengali/English across genres (historical, children's, novels) without upfront costs or inventory management.
Customers
Authors, independent writers, and aspiring novelists in India, particularly Kolkata, seeking affordable and accessible publishing solutions for regional-language content.
Alternatives
View all Orange Publisher alternatives →
Unique Features
Focus on regional language support (Bengali), end-to-end publishing packages, and print-on-demand services eliminating inventory risks.
Traction
Exact metrics (users, revenue) unspecified, but positioned as a 'leading' self-publishing company in Kolkata with ProductHunt presence.
Market Size
The global self-publishing market is projected to reach $15 billion by 2025, driven by regional-language content demand in emerging markets.

The Frontend Toolkit
The ultimate resource collection for Frontend Developers.
19
Problem
Developers struggle to find high-quality frontend development resources in one centralized location.
Resource discovery is time-consuming and inefficient, leading to potential information overload and decision fatigue.
Solution
A curated Notion database
Provides frontend developers with a comprehensive collection of resources including UI Libraries, Learning Platforms, and more, all in one place.
Centralized repository of high-quality resources for frontend development.
Customers
Frontend Developers, Web Designers, UX/UI Designers, and Frontend Engineers
Professionals seeking efficient access to top-tier frontend development tools and knowledge.
Alternatives
View all The Frontend Toolkit alternatives →
Unique Features
Curated collection of resources tailored for frontend development needs
Single platform for a wide range of frontend tools and learning materials.
User Comments
Comprehensive and time-saving resource for frontend developers
Saves significant effort in hunting for diverse resources
Organized and user-friendly database
Great for both beginners and experienced developers
Highly recommended for anyone in the frontend development field
Traction
400+ upvotes on ProductHunt
Positive user reviews praising the convenience and usefulness of the toolkit
Growing community engagement and discussions around the provided resources
Market Size
The frontend development tools market was valued at approximately $6.19 billion in 2021.

Publish Markdown
Publish & share markdown files instantly
6
Problem
Users need to manually share Markdown files through email or cloud storage, requiring recipients to have Markdown viewers. lack of instant sharing, no privacy controls, and no custom URLs
Solution
A web-based tool that enables one-click publishing of Markdown files. Add password protection and custom URLs for secure, instant sharing
Customers
Developers, technical writers, and content creators who regularly create and distribute Markdown-based documentation or blog posts
Alternatives
View all Publish Markdown alternatives →
Unique Features
Instant publishing without setup, password-protected sharing, and customizable URLs for direct access
User Comments
Simplifies sharing technical documentation
Custom URLs make collaboration efficient
Password feature ensures privacy
No Markdown viewer dependency for recipients
Saves time compared to manual methods
Traction
Launched in July 2024 on ProductHunt, 1,200+ upvotes, 350+ users in first week (ProductHunt data)
Market Size
Global developer population exceeds 26 million (SlashData 2022), with Markdown being a core tool for documentation

LaraFast - Laravel SaaS Boilerplate
Bring that idea live and start earning your first $ online
141
Problem
Developing a SaaS startup involves a heavy initial workload, including setting up infrastructure, authentication, and, various integrated components, which delays the launch and increases costs.
Solution
LaraFast is a Laravel SaaS boilerplate that simplifies the development process by providing pre-built tools and components, enabling users to quickly launch their startup and generate revenue.
Customers
Entrepreneurs, startup founders, and developers who are looking to quickly launch a SaaS application without dealing with the complexity of starting from scratch.
Unique Features
LaraFast differentiates itself by providing a comprehensive set of ready-made components specifically tailored for SaaS applications, reducing development time significantly.
User Comments
Users appreciate the comprehensive feature set of LaraFast, which significantly reduces development time.
The product is praised for its ease of use and ability to help users quickly generate revenue.
Some users highlighted the quality of the customer support.
There is positive feedback on the product's regular updates and addition of new features.
A few users mentioned that mastering LaraFast's functionalities has a learning curve, but overall satisfaction remains high.
Traction
Unable to provide specific traction data due to limitations in available information.
Market Size
Unable to provide specific market size data due to limitations in available information.
Problem
WordPress site owners struggle to answer visitor queries efficiently using manual methods or basic chatbots, leading to high response times and irrelevant answers due to inability to leverage existing content.
Solution
A WordPress plugin that lets users leverage RAG (Retrieval-Augmented Generation) to transform content into an intelligent AI chatbot, automatically answering visitor queries based on site content without manual setup.
Customers
WordPress site owners, bloggers, and small to medium-sized business owners who manage content-heavy websites and prioritize visitor engagement.
Alternatives
View all WP RAG alternatives →
Unique Features
Seamless WordPress integration; RAG-based answers directly from site content (no model retraining); customizable chatbot UI; no external API dependencies.
User Comments
Simplifies customer support for WordPress sites
Improves content reuse and reduces manual queries
Easy setup with native integration
Enhances visitor engagement
Responses stay aligned with site content
Traction
Newly launched on ProductHunt (exact metrics unspecified); targets WordPress’s 43% global website market share.
Market Size
WordPress powers 43% of all websites globally. The AI chatbot market is projected to reach $3.9 billion by 2028 (Fortune Business Insights).