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Puzzle Labs

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AI-powered, private peer-to-peer knowledge base for your team

AI ChatbotsContact
#AI#knowledge base#private chatbots#teams#peer-to-peer#data privacy#local-first#offline#LLM agnostic#web integration
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About Puzzle Labs

Puzzle Labs offers SiteRetriever, a self-hosted AI chatbot solution designed for websites and knowledge bases. The platform prioritizes data ownership and cost control by running entirely on the user's own infrastructure, with no monthly fees, usage limits, or vendor lock-in after deployment. SiteRetriever provides a simple JavaScript embed that works with WordPress, Shopify, custom sites, and other platforms, enabling organizations to add intelligent, context-aware conversational agents to their online presence without sharing data externally.

The system supports uploading documentation, FAQs, and knowledge bases in formats such as PDF, HTML, and markdown, which the AI uses to provide accurate responses. Customization options allow teams to tailor the chatbot's appearance and behavior to match their branding. The solution is built for speed with edge deployment options, ensuring visitors receive instant responses. As a self-contained solution, all data and processing remain on the user's servers, eliminating external API calls and third-party data sharing. SiteRetriever is currently in early access, with a waitlist available for those interested in deploying their own self-hosted AI chatbot.

Key Features

Private chatbots for teams
Peer-to-peer data storage
Local-first offline functionality
LLM agnostic
No storage fees
Integration with web content
Prompt-first approach
Data privacy and ownership
Desktop application
Avoid vendor lock-in

Pros & Cons

Pros
  • No ongoing monthly fees after deployment (appears to be a one-time purchase or free model based on website claims)
  • Full data sovereignty – user retains complete control over data and infrastructure
  • Vendor lock-in is eliminated due to self-hosted nature
  • Customizable behavior and branding to match existing site design
  • Fast performance with edge deployment capabilities
Cons
  • Requires technical expertise to self-host and maintain infrastructure
  • Currently in early access with a waitlist – not yet publicly available
  • The self-hosted model may involve upfront costs for servers or cloud resources
  • No mention of mobile app or native integrations beyond websites
  • Ongoing maintenance and updates must be managed by the user

Best For

Team Leaders: Team leaders can use Puzzle Labs to build private chatbots that streamline team communication.Data Privacy Advocates: Data privacy advocates will appreciate the peer-to-peer model that stores data locally.Remote Workers: Remote workers can benefit from the offline functionality of Puzzle Labs’ desktop app.Developers: Developers can integrate their own models, thanks to the LLM agnostic feature.Content Managers: Content managers can easily import and manage web content through site maps and RSS feeds.Tech-Savvy Teams: Tech-savvy teams looking for a flexible and powerful knowledge base.Companies with No Extra Storage Budgets: Ideal for companies that want to avoid extra storage fees.Organizations Concerned About Vendor Lock-In: Organizations that want to maintain control and avoid vendor lock-in.Teams Needing Context in Prompts: Teams looking to bring more context to their prompts.Corporate Trainers: Corporate trainers who need to store and search for training materials efficiently with AI.

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