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Generative AI Integration Services

We integrate generative AI power within your workflow to propel your operations in a sustainable direction.

Generative AI Integrations Services

Generative AI API Integration

We can integrate APIs of pre-trained generative models like GPT-3, Stable Diffusion, and Jukebox. We can also deploy your own trained generative models as APIs, allowing seamless integration with your existing workflows and data pipelines. Our developers are good at building API that accept user prompts and feedback in real-time, enabling interactive content generation.

Generative AI Data Integration

We optimize your AI workflows with Generative AI Data Integrations. We excel in data pre-processing, data augmentation techniques, and explainable AI tools integration. Our integration services can help you streamline processes, enhance model performance, and increase transparency for a more effective AI ecosystem.

AI Integration and Maintenance

The Generative AI integration process is a continuous experimental process. We never stop with the integration alone and will monitor the performance as expected. We research and understand your business use case and apply the systematic integration throughout your workflows. We got your backend covered.

Our Expertise in Gen AI Models

OpenAI's GPT

ChatGPT-3, the third iteration, is known for its massive scale and versatility in natural language processing tasks. We leverage the GPT model to its fullest to your advantage.

VQ-VAE-2

A generative model designed for image generation and manipulation tasks. The in-house AI engineers and developers can turn your Vision in reality.

BERT

Developed by Google, BERT is designed for natural language understanding and pre-trained on a wide range of tasks. Our AI experts are certified in natural language models like BERT.

Autoencoders

Variational Autoencoders (VAEs) and other autoencoder variants are used for unsupervised learning and feature representation. We offer end to end support for this AI model.

T5

Introduced by Google, T5 is a versatile model that frames various NLP tasks as text-to-text problems. We build virtual assistant based tools or platforms by leveraging this model.

StyleGAN

StyleGAN is focused on generating high-quality images with a particular emphasis on controlling the style and content. Working on an image based AI app, we got you covered.

Pix2Pix

A conditional GAN that excels in image-to-image translation tasks. Based on your use case, we apply the needed generative AI model.

Generative AI Integration Process

Needs Assessment

We sit with your business development team to understand your business requirements. Our in-depth consultations help you to identify where it’s needed.

Data Augmentation

We integrate state-of-the-art infrastructure for data augmentation, generating synthetic variations. This automatically upgrades your workflow efficiency and generalization.

Data Pre-processing

We utilize the power of advanced tools to clean, format, and enrich your data. We ensure the data set or pipeline is optimized for generative model training.

Active Learning Strategies

Our Machine learning engineers will implement generative models to actively identify and label crucial data points. This is done for streamlining the annotation process.

Monitoring and Optimization

Our AI engineers constantly monitor model performance, making real-time adjustments depending upon feedback. It helps your AI integration catered to the audience in a best way.

Model Selection

We bring expert guidance in choosing the most suitable generative AI model for your specific use case, ensuring optimal performance and results.

Integration and Deployment

We seamlessly integrate generative AI capabilities into your existing workflow, with a calculated deployment process. All done without disturbing your business operations.

Gen AI Integration at Best

iMeta Technologies is founded with the goal of developing sustainable solutions for everyone. AI integration is the core part of our solutions and we stay focused in shaping the AI ecosystem. With our strong commitment, we optimizes data, strategically implements Generative AI into your existing workflows, and ensures ongoing performance monitoring for sustained success.

We have more than 10+ Data engineers, Data scientists and ML experts are certified in their high esteem. We delivered AI integrations for mid-sized startups to large scale enterprises. By applying the knowledge we have in advanced Gen AI models, we transform your business in a sustainable path.

Technology used in Gen AI Integration


Python

Python

TensorFlow

TensorFlow

PyTorch

PyTorch

Python

Python

Pandas

Pandas

NumPy

NumPy

Flask

Flask

Django

Django

Docker

Docker

Kubernetes

Kubernetes

Albumentations

Albumentations

imgaug

imgaug

Scikit-learn

Scikit-learn

TensorFlow

TensorFlow

LIME

LIME

SHAP

SHAP

Prometheus

Prometheus

Grafana

Grafana

Frequently Asked Questions

Generative AI Integration empowers your business by automating tasks, enhancing creativity, and improving decision-making. Whether in content generation, image synthesis, or process optimization, our AI solutions leverage the power of Generative AI to bring efficiency and innovation to various aspects of your operations.
The selection of a Generative AI model depends on the specific use case and data characteristics. Our experienced team at iMeta technologies evaluates factors like model scalability, training time, and performance metrics to recommend the most suitable model.
At iMeta technologies, we prioritize the security of your data. Our integration process includes encryption measures, access controls, and adherence to industry standards. We implement stringent data privacy practices to safeguard your sensitive information throughout the Generative AI lifecycle.
Our Generative AI Integration solutions are designed to be adaptable. We understand the dynamic nature of businesses and ensure that our integrations can evolve alongside emerging technologies. Regular updates, monitoring, and optimization processes are in place to keep your AI solutions current and effective.
Our Generative AI Integration incorporates explainable AI tools, such as LIME and SHAP, to provide clear insights into model decisions. We prioritize making the AI-generated content understandable, giving trust and confidence in the decision-making process.

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