Orygo AI - Short Review

Product Overview of Orygo AI

Orygo AI is an innovative AI lab dedicated to developing and providing ready-to-use APIs and AI agents designed to streamline and enhance various business and educational processes. Here’s a detailed look at what Orygo AI does and its key features.

Purpose and Scope

Orygo AI focuses on creating custom AI agents and APIs that automate long, repetitive tasks, making AI development faster, easier, and more effective. The platform is tailored for engineers, businesses, and teams looking to integrate advanced AI capabilities into their operations.

Key Features and Functionality

RAG (Retrieval-Augmented Generation) API

• Ingest: Supports the ingestion of various file formats including PDF, HTML, PPT, DOC, XLS, CSV, sitemaps, and URLs.
• Hybrid Search: Combines semantic and keyword-based vector retrieval using Pinecone hybrid search.
• Full-Text Search: Enhances retrieval capabilities with full-text search using Meilisearch.
• Query Optimizer: Optimizes and multiplies the original query for more comprehensive retrieval.
• Rerank: Prioritizes and filters the most relevant results using the Choe re-ranker.
• Custom Chunking: Allows users to choose the chunking size and overlap that best fits their needs.
• Custom Embedding: Enables the selection of the embedding model and vector size.
• Text Cleaning: Automatically sanitizes text by removing duplicates and unnecessary characters.
• Partition / Isolation: Organizes documents into groups or namespaces for isolated storage.
• Metadata Filters: Allows adding metadata to documents for later use as filters for targeted retrieval.
• CoT Completion: Activates chain-of-thought LLM completion for large retrievals and complex topics.
• Security: Handles document security checks to prevent RAG poisoning.
• Streaming: Integrates the RAG executor directly into live chats.

Other API Solutions

• Extraction API: Processes large quantities of content from files, videos, audio, and websites to summarize, detect, or extract specific information.
• Tasks Execution: An AI executor agent that prepares API calls, executes them, and provides feedback. It can also interact via chat to gather necessary input.
• AI Web Search: Searches the web and provides curated answers and search results, with focus mode available for specific websites like YouTube and Reddit.
• AI Product Search: Searches relevant results on integrated catalogues and CRM systems, useful for product search, recommendations, CRM search, and more.
• Classification: Combines chain-of-thought reasoning and classification models to segment, select, tag, and label documents and options.

Centralized Knowledge Base and AI-Powered Search

• Centralized Knowledge Base: Connects to numerous apps like Notion, Slack, and GitHub to centralize business knowledge.
• AI-Powered Search: Provides instant, accurate answers with detailed references, enhancing research capabilities with AI-assisted deep dives into technical topics.

Additional Features

• Tutorial Creation: Allows for the quick generation of text guides and screen video recordings.
• Tailored Learning Paths: Offers personalized onboarding and upskilling options for teams.
• Professional Web Search: Enhances research capabilities with AI-assisted deep dives into technical topics.

Benefits and Use Cases

• Instant Information Retrieval: Saves time by facilitating quick access to knowledge, making it ideal for researchers, analysts, students, and professionals across various industries.
• Integration Versatility: Supports a wide range of popular business and knowledge apps, ensuring seamless integration into existing workflows.
• User Empowerment: Enables users to create and share tutorials and guides effortlessly, and provides personalized learning paths for teams.
• AI-Assisted Accuracy: Offers comprehensive and precise answers, minimizing the need for repetitive inquiries.

Pricing

Orygo AI offers different pricing plans, including a “Light” plan starting at 20€ VAT per month, which includes unlimited RAG API calls and email support. For more advanced needs, the “Scale” plan provides all API services, custom AI pipelines, and a dedicated AI engineering team.