GenAI-Powered LASER: Search Smart and Secure

Latentview Analytics Corporation

LASER is a solution built to Effortlessly gather insights from your content, spread across various company apps in a matter of seconds in a secure & seamless manner

Organizations are looking at ways to explore Gen AI Use cases across the various departments and are actively wanting to Find What You Need, When You Need It, by deploying ChatGPT within the organization as well. In this process, below are some of the key stages to be operationalized.

● Seamlessly search and find information from comprehensive repositories across all workplace apps in just a few seconds. ● Get summaries of the content you are searching for by just typing queries in natural language ● Drastically cut down the time to access files and improve productivity.

Value Proposition ● Carefully Curated Prompts: We guide the model's responses and promote accuracy and context-appropriate outputs by selecting and designing prompts strategically, using Citations.

● Semantic Search Filtering: Our system employs semantic search to filter the entire knowledge repository based on user prompts. Only relevant knowledge is sent as context to the Language Models, enhancing the quality of generated responses.

● Strict Usage Guidelines: We implement strict usage guidelines to tackle challenges associated with language models. These guidelines are enforced to ensure responsible and ethical usage.

● Continual Monitoring: Our team actively monitors the usage of the models to maintain quality and prevent misuse. This continuous monitoring allows us to address any potential issues promptly.

Business Benefit ● You own your data: Our end-to-end solution ensures that data is securely and optimally served to the Large Language Models (LLM). Robust measures are implemented to safeguard the confidentiality and integrity of your valuable information. ● Secure & isolated data with RBAC: Our platform ensures data isolation and granular control through role-based access control. Detailed audit trails, activity monitoring, and continuous security enhancements are tracked. ● Customized for your Needs: Our state-of-the-art prompt engineering techniques allow us to customize the model to the organization’s specific requirements.

Below are the Azure services used in LASER solution.

  1. Azure OpenAI Service
  2. Azure App service
  3. Azure Data Factory
  4. Azure API Management services
  5. Azure Container Registry
  6. Azure Cosmos db for PostgreSQL
  7. Azure DevOps
  8. Azure Functions
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