Praxos

AI agents are powerful, but they often struggle with reliable memory, processing diverse documents, and using tools autonomously, leading to inaccuracies and limited capabilities. Praxos provides the essential kernel your agents need, equipping them with robust memory, precise data extraction from documents, and the foundation for more autonomous action. It's designed for developers who need their AI agents to be accurate, reliable, and efficient, transforming raw data into actionable, searchable knowledge.

Key Capabilities

Praxos delivers core functionalities essential for building sophisticated, reliable AI agents:

• 💾 Turn Data into Agent Memory: Seamlessly transform various data sources into structured, searchable memory your agents can access and learn from. This process enhances your agent's ability to retain and utilize information effectively over time.

• 🔍 Accurate Search, Retrieval, and Update: Access relevant information precisely when needed. Praxos enables you to search, retrieve, and update data with unprecedented accuracy, ensuring your agent always has the correct context. It fuses incoming data into a typed knowledge graph, complete with citations, providing verifiable sources for every piece of information.

• 📄 Precise Data Extraction & Learning: Extract accurate data from diverse documents without errors or hallucinations. Praxos helps engineers and LLMs get the precise context they require, providing references for every extracted value point. It's designed to capture relationships, linkages, and insights hidden within spreadsheets, tables, presentations, and more.

• 🛠️ All-in-One Agent Toolkit: Praxos offers a comprehensive feature set covering key agent needs out-of-the-box, simplifying development and integration.

• 📂 Extensive File & Data Type Support: Process information from a wide range of formats, including PDFs, documents, images, spreadsheets, and slides. Assign semantic and programmatic types to data points, ensuring you retrieve exactly the information structure you require.

• 🧠 Custom Ontologies: Define or extend your own type system. This allows you to view and interact with your data through a lens precisely tailored to your specific application or domain, providing granular control over data interpretation.

How Praxos Solves Your Problems

Praxos is built to address the critical challenges developers face when scaling AI agents, particularly in mission-critical applications:

• Eliminate Hallucinations and Errors: By providing accurate, verifiable data extraction with citations, Praxos ensures your agents rely on factual information, drastically reducing the risk of generating incorrect or fabricated responses.

• Improve Performance & Efficiency: Benchmarks show significant improvements: 100% improved accuracy in multi-step processes, over 90% lower cost for querying parsed data, and reduced latency (<200 ms) for recalling information from processed documents. This translates to faster, more reliable agent operations.

• Handle Complex, Diverse Data: Easily ingest and process information from a wide array of document and data types without extensive pre-processing, including handwritten documents and multilingual content.

• Enable Deeper Understanding: The knowledge graph and custom ontologies allow your agents to understand not just data points, but the relationships and context between them, leading to more insightful interactions and autonomous capabilities.

Use Cases

Praxos is trusted in verticals where reliability and low latency are paramount, powering AI for every industry:

• Finance: Agents can accurately process financial reports, extract key figures from spreadsheets, and understand complex relationships within market data, providing reliable insights for analysis or customer interactions.

• Insurance: Automate the processing of claims documents, policy details, and customer correspondence, ensuring agents retrieve accurate information quickly to handle inquiries or process claims efficiently.

• Voice Applications: Enhance voice agents' ability to understand context from conversations and reference relevant documents or past interactions stored in memory, leading to more natural and informed responses.

• Education: Build agents that can process educational materials, student records, and curriculum details, providing personalized learning support or administrative assistance based on accurate, recalled information.

Why Choose Praxos?

Praxos stands out by offering a state-of-the-art foundation for agent memory combined with practical tooling. It provides the accuracy and reliability demanded by enterprise applications while offering flexible options for hobbyists and early-stage teams. The focus on verifiable data, efficient processing, and comprehensive document support makes it a robust choice for developers serious about building capable, trustworthy AI agents.

Conclusion

Praxos provides the robust kernel your AI agents need to move beyond basic interactions. By giving your agents accurate memory, reliable document understanding, and the ability to access and process information efficiently, you empower them to perform more complex tasks and deliver greater value. Explore how Praxos can help you build smarter, more dependable AI applications.