OpenCV
Scikit-learn
NumPy
Pandas
Dataiku
Exploratory
htm.java
WEKA
Sightify
MindsDB
H2O.ai
BaseTen
Relevance AI
Sightify | AI Agents is an LLM AI software application intended to automate SME workflows while ensuring data sovereignty.
Some features include:
Data-Sovereign Agents: Fine-tuned w/ RAG on open-source LLMs for specific business process optimization No AI Hallucinations: Source, page, and section citations for database-enforced tokens Multimodal: PDF, Excel, Word, TXT, PNG/JPEG, etc. CRM/ERP System Integration: API documentation, MCP compliant, R&D integration/support Updatable LLMs: Constant New Version Implementations (Qwen 70B, Gemma 27B)
Our current AI Agents are:
Knowledge Assistant: Generates RAG-powered responses referencing the ERP/CRM database for client relationship management, HR/company regulations search, marketing/email suggestions, etc. Contract Finalizer: Finalize legal contracts that are sent to or received from clients/partners by referencing past finalized contracts, government regulations/policies, and the ERP/CRM database. Report Generator: Instant generate monthly/annual sales/marketing/buget reports based on report templates and the ERP/CRM database Market Researcher: Analyze and compare competitor pricing, products, marketing, etc with Internet and ERP/CRM database reference Meeting Notetaker: Immediately generate meeting notes after recording/uploading meeting audio, use LLM reasoning to create action items, draft emails, etc.
Our AI software deployment is flexible:
On-Premise: Sightify has several OEM / SI partnerships across the world that help deploy Sightify | AI Agents on-premise globally. While Sightify stills provides L3 support, the OEM / SI combine to provide L1/L2 support.
Private Cloud: Sightify has multiple GPU compute provider partnerships across the world that help provide compliant infrastructure for deploying Sightify | AI Agents. Sightify provides L2/L3 support and the GPU compute provider provides L1/L2 support.
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Sightify's answer:
Data Sovereignty Many AI B2B SaaS today build their agents on ChatGPT or Claude models. Thus, each time enterprises use that SaaS AI, their data is exposed to these hyperscalers. AI Agents is built and fine-tuned on open-source LLMs. This means that enterprises using AI Agents are using their own proprietary model, preventing any other companies from accessing or using their data for training.
Easy-to-Use Sightify’s target client base are SMEs. These SMEs typically will not have an AI team, and so our platform is designed to be extremely easy-to-use, with no technical training required.
Switchable LLMs Since new and better open-source LLMs are being released every year, Sightify provides a platform function to switch base models for each specific Agent. That way, Agent performance is always optimized and equipped with the newest AI features.
Full, Flexible Deployment AI Agents can be deployed in any way -- according to client’s needs. Whether on-premise, on the private cloud (through 3rd-party infrastructure providers), or on the public cloud (Sightify’s own cloud infrastructure).
Sightify's answer:
Our AI Agents are fine-tuned on open-source LLMs, most recently Gemma 3. This guarantees that our Agents are enterprise-proprietarty and data-sovereign, giving our clients full control over their data.
Sightify's answer:
Small-to-Medium enterprises in data-sensitive industries: finance, telecom, legal, healthcare, laboratory sciences, etc.
Based on our record, OpenCV seems to be more popular. It has been mentiond 61 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
Google's Gemini and other multimodal models also fit here, especially for mixed-input apps. James Allsopp, Founder of Ask Zyro, suggests, "For anything involving images or mixed inputs, tools like Claude 3 Opus (great for handling long context) or Google's Gemini can work well, depending on what you need for your user interface." These frameworks excel in scenarios requiring visual understanding, such as augmented... - Source: dev.to / about 2 months ago
To aspiring innovators: Dive into open-source frameworks like OpenCV or PyTorch, experiment with custom object detection models, or contribute to projects tackling bias mitigation in training datasets. Computer vision isn’t just a tool, it’s a bridge between the physical and digital worlds, inviting collaborative solutions to global challenges. The next frontier? Systems that don’t just interpret visuals, but... - Source: dev.to / 5 months ago
Ideal For: Computer vision, NLP, deep learning, and machine learning. - Source: dev.to / 5 months ago
Almost everyone has heard of libraries like OpenCV, Pytorch, and Torchvision. But there have been incredible leaps and bounds in other libraries to help support new tasks that have helped push research even further. It would be impossible to thank each and every project and the thousands of contributors who have helped make the entire community better. MedSAM2 has been helping bring the awesomeness of SAM2 to the... - Source: dev.to / 9 months ago
OpenCV is an open-source computer vision and machine learning software library that allows users to perform various ML tasks, from processing images and videos to identifying objects, faces, or handwriting. Besides object detection, this platform can also be used for complex computer vision tasks like Geometry-based monocular or stereo computer vision. - Source: dev.to / 11 months ago
Scikit-learn - scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.
MindsDB - We are an open-source project that enables you to do Machine Learning using SQL directly from the Database.
NumPy - NumPy is the fundamental package for scientific computing with Python
H2O.ai - Democratizing Generative AI. Own your models: generative and predictive. We bring both super powers together with h2oGPT.
Pandas - Pandas is an open source library providing high-performance, easy-to-use data structures and data analysis tools for the Python.
BaseTen - The fastest way to build ML-powered applications
