PhiBox is an agentic RAG platform that lets teams search, chat, and automate over large document collections—on‑premises or in your cloud. Achieve up to 80% time savings compared to conventional search.
Overview
PhiBox is an innovative software framework that enables companies to make their data AI‑capable. Specifically developed for organizations that work with large volumes of documents on a daily basis, PhiBox offers a powerful solution for interacting with these documents using state‑of‑the‑art AI technologies.
The main target audience for PhiBox consists of companies that manage extensive document collections and seek efficient ways to extract, combine, and utilize information from these documents. This includes, among others, government agencies, law firms, financial institutions, healthcare providers, and large corporations across various industries.
How it Works
From raw files to reliable answers—fast.
PhiBox turns your documents into a governed knowledge layer that anyone on your team can query with confidence. Content is ingested and enriched, smartly indexed, and then orchestrated by agents (via MCP) to fetch exactly what matters. The result: a concise answer with traceable citations to the original sources.
1. Ingest — Connect your CMS, WordPress, drives, APIs, or a web crawler. Schedule syncs so your knowledge stays fresh.
2. Enrich — Normalize formats, run multilingual OCR, parse tables/diagrams, and auto‑tag metadata for better recall.
3. Index — Build hybrid (vector + keyword) indexes per project/client; use index aliases to search across them without mixing data.
4. Orchestrate (Agents/MCP/A2A) — At question time, agentic orchestration chooses the right prompts, tools, and data sources—via MCP—for multi‑step retrieval and optional database lookups.
5. Answer with citations — Users get a clear response with clickable source links and highlight snippets, plus filters for quick drill‑down.
Schema for PhiBox 5
Key Features and Functions
Search & Chat (Queries & Interaction)
Ask in natural language. Query selected collections or projects and get concise answers with traceable citations.
Programmatic or UI. The same API powers both the web UI and backend Q&A flows.
Stay focused. Filters and access scopes keep results relevant to the user and task.
Docker installation. Fast deployment and easy updates with containerized services.
Run anywhere. On‑prem, in your VPC, or as a managed service—your data, your control.
Always current. Regular module updates keep pace with the latest LLM improvements.
Benefits of Using PhiBox
Cutting‑edge AI technologies: Always connected to the latest developments in LLM technology.
Model Context Protocol (MCP): Supports a standardized way for AI models to interact with external tools and data sources.
Own LLMs: Run your own LLM with your data.
Simplicity and efficiency: Intuitive operation and comprehensive interfaces that do not require additional development.
Flexibility and control: Installation on own servers, ensuring full control over data and processes.
Installation and Technical Requirements
Deploy on‑premises, in your VPC, or as a managed service. Scales from a single node to high‑availability clusters. GPU optional for model inference.
Costs
Server costs: From renting space on the PhiTech server to dedicated clusters and GPU servers, PhiTech can offer these options.
License fees: Additional license fees for using the PhiBox software.
Optional external costs: Possible additional costs for using LLMs from third‑party providers such as Azure, OpenAI and many more.
Uniqueness
PhiBox stands out for its user‑friendliness and the provision of all necessary interfaces without additional development effort. Unlike competing products, PhiBox offers a comprehensive, integrated solution for managing and utilizing documents through advanced AI technologies.
Agentic RAG with MCP and A2A: orchestrates tools/databases behind the scenes.
Multilingual OCR + picture processing: answers grounded in text, figures, and images.
Index aliases for multi‑tenant search: combine clients or partitions safely.
WordPress plugin: one‑click content ingestion and chatbot embed.
Workflow extension: Extend your AI‑enabled documents with workflow processes using PhiFlow AI.
With PhiBox, companies can effectively manage their documents, quickly find relevant information, and stay at the forefront of technological developments. This makes PhiBox an indispensable tool for companies looking to increase their efficiency and competitiveness.
