Funding
Funding not disclosed
Founders
Product
Problem
Businesses face challenges in creating and deploying custom AI chatbots due to the complexity of integrating diverse data sources, fine-tuning models for specific domains, and managing LLM infrastructure. This fragmentation leads to inefficient workflows and limits the scalability of AI solutions.
Solution
GalaxPlay provides a no-code platform for building and deploying custom AI chatbots by unifying data, services, and customer interactions. The platform enables users to upload knowledge bases from various document formats and fine-tune LLMs for specialized applications. It offers seamless LLM activation and a marketplace for plugins, simplifying the creation of scalable AI solutions. GalaxPlay's architecture supports RAG (Retrieval-Augmented Generation) for enhanced accuracy and provides tools for efficient knowledge management and bot training.
Target Audience
The platform targets businesses, creators, and enterprises seeking to develop and deploy custom AI chatbots without requiring extensive coding expertise.
Features
- **Knowledge Base Integration**: Supports uploading documents in PDF, DOC, PPT, XLS, TXT, MD, CSV, ZIP, and RAR formats.
- **Structured Data Training**: Enables AI bot training using structured formats like Excel tables, CSV datasets, and Q&A pairs.
- **Third-Party Connectivity**: Integrates with platforms such as Notion, Google Drive, Dropbox, and Airtable, and supports custom APIs for data synchronization.
- **Online Knowledge Editing**: Allows in-platform modification of uploaded knowledge files without re-uploads.
- **Web Content Updates**: Facilitates one-click updates for live website content to maintain current AI knowledge.
- **Knowledge Slicing**: Enables precise management of segmented knowledge for context-aware AI responses.
- **RAG Architecture**: Optimizes knowledge sources into Q&A formats suitable for Retrieval-Augmented Generation systems.
- **Hybrid Retrieval Mode**: Combines dense and sparse vector retrieval for improved search accuracy.
- **LLM Fine-Tuning**: Utilizes structured Q&A datasets for accelerated LLM customization.
- **Plugin Marketplace**: Offers a library of plugins to extend bot capabilities and allows for custom plugin development.
- **End-to-End Encryption**: Implements robust security protocols for data transmission and storage.