Navigate the data ocean using

 

LLM Based
Domain Experts

 

 

Organizations possess vast amounts of data and locating relevant information often becomes time-consuming and challenging. Domain experts enable quick and precise analysis, proactive insights and visualizations via simple natural language commands.

GENERATIVE AI AS “DOMAIN EXPERTS”

Domain Experts are Large Language Models trained on a custom knowledge repository, helping provide accurate and specific information in particular areas of interest, allowing you to dig deeper into your data using simple text-based queries.

 

CREATE CONTEXT RICH RESPONSES

GENERATE VISUAL THEMES

GAIN DEEPER INSIGHTS

Navigate through vast datasets to uncover precise answers tailored to your specific business inquiries, ensuring you receive the most pertinent insights.

 

Interpret data to create intuitive visualizations that reveal underlying patterns, making intricate information readily comprehensible and actionable.

 

Go beyond surface-level answers by engaging in conversations and follow-up questions to tap into the full potential of the data.

 

GENERATIVE AI AS “DOMAIN EXPERTS”

Domain Experts are Large Language Models trained on a custom knowledge repository, helping provide accurate and specific information in particular areas of interest, allowing you to dig deeper into your data using simple text-based queries.

 

CREATE CONTEXT RICH RESPONSES

Navigate through vast datasets to uncover precise answers tailored to your specific business inquiries, ensuring you receive the most pertinent insights.

 

GENERATE VISUAL THEMES

Interpret data to create intuitive visualizations that reveal underlying patterns, making intricate information readily comprehensible and actionable.

 

GAIN DEEPER INSIGHTS

Go beyond surface-level answers by engaging in conversations and follow-up questions to tap into the full potential of the data.

 

Practical Use Cases Of Domain Experts

CONVERSATIONAL AI SUPPORT

DATA EXTRACTION AND VISUALIZATION

STRUCTURED DATA ANALYSIS

DOMAIN EXPERT FOR LEGAL ANALYSIS

Practical Use Cases Of Domain Experts

CONVERSATIONAL AI SUPPORT

DATA EXTRACTION AND VISUALIZATION

STRUCTURED DATA ANALYSIS

DOMAIN EXPERT FOR LEGAL ANALYSIS

OUR AREAS OF EXPERTISE

 

IN CONTEXT LEARNING

CUSTOM EMBEDDINGS

Large language models are trained and fine-tuned on custom knowledge repositories using advanced indexing and retrieval mechanisms.

 

We have experience in leveraging OpenAI, HuggingFace, and other tools, to create custom embeddings to capture intricate semantic and numerical relationships through large databases.

MACHINE LEARNING

PROMPT ENGINEERING

We specialize in utilizing technologies like Scikit-learn, Keras, PyTorch, TensorFlow and other cutting-edge ML deployment frameworks for tasks including NLP, and Deep Learning.

Our experience enables us to craft precise prompts using relevant examples to guide natural language models, ensuring desired outputs across diverse tasks.

 

FEW-SHOT LEARNING

FINE-TUNING

Using techniques such as transfer learning, meta learning and data augmentation, our models are optimized to capture maximum essence of the data using minimal amount of data.

Customizing the model on specific data and fine-tuning hyperparameters to their optimal values enable us to capture nuanced details with accurate deterministic behavior.

 

OUR AREAS OF EXPERTISE

 

IN CONTEXT LEARNING

Large language models are trained and fine-tuned on custom knowledge repositories using advanced indexing and retrieval mechanisms.

 

CUSTOM EMBEDDINGS

We have experience in leveraging OpenAI, HuggingFace, and other tools, to create custom embeddings to capture intricate semantic and numerical relationships through large databases.

MACHINE LEARNING

We specialize in utilizing technologies like Scikit-learn, Keras, PyTorch, TensorFlow and other cutting-edge ML deployment frameworks for tasks including NLP, and Deep Learning.

PROMPT ENGINEERING

Our experience enables us to craft precise prompts using relevant examples to guide natural language models, ensuring desired outputs across diverse tasks.

 

FEW-SHOT LEARNING

Using techniques such as transfer learning, meta learning and data augmentation, our models are optimized to capture maximum essence of the data using minimal amount of data.

FINE-TUNING

Customizing the model on specific data and fine-tuning hyperparameters to their optimal values enable us to capture nuanced details with accurate deterministic behavior.

 

Case StudIES

CASE STUDY –

LLM based fine-tuned Domain Expert for Structured Data Analysis

CASE STUDY –

LLM based fine-tuned Domain Expert for Multi-document Information Retrieval

HOW WE CAN HELP

 

CONSULTING & STRATEGY DEVELOPMENT

WORKFLOW INTEGRATION

 

DATA ENGINEERING

 

We thoroughly examine your business workflows to identify areas where our solutions can optimize operations ensuring data security, compliance and scalability

 

Our team co-develops effective solutions for your particular use cases that fit in with your existing workflows ensuring smooth and undisrupted operations.

We pre-process and utilize your unstructured and structured datasets to derive the best outcomes ensuring privacy and security of your data.

 

DOMAIN SPECIFIC LLM DEVELOPMENT

APPLICATION DEVELOPMENT

 

DEPLOYMENT & SUPPORT

 

We help create tailor-made LLMs on your custom knowledge base using state of the art models and advanced techniques to meet your business needs

Our team can develop fully functional web and mobile applications to help you leverage the power of LLMs with an easy-to-use interface

We work with you to provide our solutions on cloud computing platforms like AWS, Azure, or GCP and maintain these pipelines throughout the engagement

HOW WE CAN HELP

 

CONSULTING & STRATEGY DEVELOPMENT

We thoroughly examine your business workflows to identify areas where our solutions can optimize operations ensuring data security, compliance and scalability

 

WORKFLOW INTEGRATION

Our team co-develops effective solutions for your particular use cases that fit in with your existing workflows ensuring smooth and undisrupted operations.

DATA ENGINEERING

 

We pre-process and utilize your unstructured and structured datasets to derive the best outcomes ensuring privacy and security of your data.

 

DOMAIN SPECIFIC LLM DEVELOPMENT

We help create tailor-made LLMs on your custom knowledge base using state of the art models and advanced techniques to meet your business needs

APPLICATION DEVELOPMENT

 

Our team can develop fully functional web and mobile applications to help you leverage the power of LLMs with an easy-to-use interface

DEPLOYMENT & SUPPORT

 

We work with you to provide our solutions on cloud computing platforms like AWS, Azure, or GCP and maintain these pipelines throughout the engagement

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