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Description
Agno is a streamlined framework designed for creating agents equipped with memory, knowledge, tools, and reasoning capabilities. It allows developers to construct a variety of agents, including reasoning agents, multimodal agents, teams of agents, and comprehensive agent workflows. Additionally, Agno features an attractive user interface that facilitates communication with agents and includes tools for performance monitoring and evaluation. Being model-agnostic, it ensures a consistent interface across more than 23 model providers, eliminating the risk of vendor lock-in. Agents can be instantiated in roughly 2μs on average, which is about 10,000 times quicker than LangGraph, while consuming an average of only 3.75KiB of memory—50 times less than LangGraph. The framework prioritizes reasoning, enabling agents to engage in "thinking" and "analysis" through reasoning models, ReasoningTools, or a tailored CoT+Tool-use method. Furthermore, Agno supports native multimodality, allowing agents to handle various inputs and outputs such as text, images, audio, and video. The framework's sophisticated multi-agent architecture encompasses three operational modes: route, collaborate, and coordinate, enhancing the flexibility and effectiveness of agent interactions. By integrating these features, Agno provides a robust platform for developing intelligent agents that can adapt to diverse tasks and scenarios.
Description
Leni is an AI-native productivity platform designed to help real estate, investment, and private equity teams automate complex back-office workflows while maintaining high standards for accuracy and security. Built specifically for professional financial work, the platform supports tasks such as underwriting, portfolio reporting, market research, investment memo creation, document extraction, lease analysis, and asset management. Leni integrates with major real estate and property management systems including Yardi, Entrata, ResMan, RealPage, AppFolio, and other industry applications, allowing users to work directly with their existing operational data. Its multi-agent architecture verifies outputs through structured validation, reducing AI hallucinations and producing results that are more reliable for business-critical decisions. Organizations can choose to use their preferred AI models, while Leni intelligently routes workloads across multiple language models to optimize quality, performance, and cost. The platform continuously builds a private institutional context graph that preserves organizational knowledge, prior decisions, and historical context for future work. Security features, enterprise controls, and containerized AI infrastructure help protect sensitive financial and operational information. Teams use Leni to accelerate reporting, evaluate investment opportunities, review contracts, automate recurring workflows, and prepare investor-ready documents with significantly less manual effort. By combining specialized industry knowledge with AI-driven automation and verification, Leni enables professionals to complete complex work faster without sacrificing accuracy.
API Access
Has API
Yes
API Access
Has API
No
Screenshots View All
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Integrations
AG-UI
Yes
Dock
Yes
Ejentum
Yes
Gemini Managed Agents
Yes
Hindsight
Yes
Oxylabs
Yes
Python
Yes
Weaviate
Yes
xpander.ai
Yes
Integrations
AG-UI
No
Dock
No
Ejentum
No
Gemini Managed Agents
No
Hindsight
No
Oxylabs
No
Python
No
Weaviate
No
xpander.ai
No
Pricing Details
Free
Free Trial
No
Free Version
Yes
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
Yes
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
No
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
Agno
Country
United States
Website
github.com/agno-agi/agno
Vendor Details
Company Name
Leni
Founded
2019
Country
United States
Website
leni.co
