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ease
features
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support

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Description

DataChain serves as a bridge between unstructured data found in cloud storage and AI models alongside APIs, facilitating immediate data insights by utilizing foundational models and API interactions to swiftly analyze unstructured files stored in various locations. Its Python-centric framework significantly enhances development speed, enabling a tenfold increase in productivity by eliminating SQL data silos and facilitating seamless data manipulation in Python. Furthermore, DataChain prioritizes dataset versioning, ensuring traceability and complete reproducibility for every dataset, which fosters effective collaboration among team members while maintaining data integrity. The platform empowers users to conduct analyses right where their data resides, keeping raw data intact in storage solutions like S3, GCP, Azure, or local environments, while metadata can be stored in less efficient data warehouses. DataChain provides versatile tools and integrations that are agnostic to cloud environments for both data storage and computation. Additionally, users can efficiently query their unstructured multi-modal data, implement smart AI filters to refine datasets for training, and capture snapshots of their unstructured data along with the code used for data selection and any associated metadata. This capability enhances user control over data management, making it an invaluable asset for data-intensive projects.

Description

The best data will help you achieve peak model performance. Create and manage training data for any visual modality. Debug models, boost performance and make foundation models yours. Expert review, QA, and QC workflows will help you deliver better datasets to your artificial-intelligence teams, improving model performance. Encord's Python SDK allows you to connect your data and models, and create pipelines that automate the training of ML models. Improve model accuracy by identifying biases and errors in your data, labels, and models.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Python
Codestral Mamba
Gemini
Gemini 1.5 Pro
Gemini Advanced
Gemini Nano
Google Cloud Platform
LangChain
Llama 3
Microsoft Azure
Microsoft Excel
Ministral 3B
Ministral 8B
Mistral 7B
Mistral AI
Mistral Large
OpenAI
OpenAI o1
Snowflake
Unstructured

Integrations

Python
Codestral Mamba
Gemini
Gemini 1.5 Pro
Gemini Advanced
Gemini Nano
Google Cloud Platform
LangChain
Llama 3
Microsoft Azure
Microsoft Excel
Ministral 3B
Ministral 8B
Mistral 7B
Mistral AI
Mistral Large
OpenAI
OpenAI o1
Snowflake
Unstructured

Pricing Details

Free
Free Trial
Free Version

Pricing Details

No price information available.
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

iterative.ai

Founded

2018

Country

United States

Website

datachain.ai/

Vendor Details

Company Name

Encord

Country

United Kingdom

Website

encord.com

Product Features

Data Labeling

Human-in-the-loop
Labeling Automation
Labeling Quality
Performance Tracking
Polygon, Rectangle, Line, Point
SDK
Supports Audio Files
Task Management
Team Collaboration
Training Data Management

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