Sangam AI
Enabling Enterprises to Transform GenAI capabilities into business value
Sangam AI Platform includes composable building blocks for creating state-of-the-art, enterprise-grade generative AI applications, including data preparation, LLM inference, vector data storage, prompt engines, and observability, all of which integrate with your data and workflows.
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Create private ChatGPT with your own enterprise data
The Sangam AI Platform brings in the tools and components necessary to build a private ChatGPT with your own enterprise data. Workflows involved in data preparation, LLM training, LLM model deployment, monitoring, and observability are streamlined and automated. Moreover, your data remains private and encrypted in your own cluster instances and is not shared with any third party or public OpenAI services.
Chat Memory
Chat conversations are stored in a secure and encrypted manner in your own data store. Millions of conversations can be stored and retrieved in real-time.
RAG
Retrieval Augmented Generation (RAG) is a paradigm in GenAI, which enables the agents to reason with your internal knowledge base.
Observability
Monitor and track your agents’ performance and outputs in real-time using OTel standard tools to ensure they operate efficiently.
Multi-Tenancy
Each tenant will have their own isolated environment and resources. The data at rest will be encrypted and system will be compliant with industry standards.
Multi Agent System
Tenants can run multiple agents in their own environment for different use cases. Which are observed and monitored 24*7.
Safety - Guardrail
Queries and responses are monitored for sensitive data and compliance with enterprise policies. The system will alert and block the responses if it violates the policies.
Human in the loop
Receive user feedback and improve the model dataset by human verification and approval workflow in the loop. The approved dataset can be used to fine tune LLM
Visual Framework
Visual framework can be used to prepare the data, monitor model performance, and user interactions in a visual framework. And a customizable chat application will be provided.
Sangam AI Platform is a product from Triveni, where great ideas are realized.
