Pragya AI – A modular - agent-based AI framework
A SwaaS creation - which is a powerful modular framework that drives enterprise co-pilot applications through an innovative agent-based architecture.
- Enables sophisticated contextual reasoning through advanced retrieval-based memory systems
- Facilitates seamless structured interactions via intelligent agent orchestration
- Provides effortless integration with diverse data sources and knowledge bases
Transform your enterprise operations with AI that understands your business context and delivers intelligent assistance exactly when needed.
Unlock Enterprise Potential Through Advanced AI Integration
At Swaas, we specialize in integrating advanced AI technologies to enhance business processes and drive innovation.
Our expertise in Large Language Models (LLMs) and AI-driven solutions enables seamless enterprise connectivity, intelligent automation, and efficient knowledge retrieval.
Whether it's enhancing customer interactions, streamlining operations, or enabling smarter decision-making, we empower businesses to leverage AI effectively.
LLM Integration: Unlocking the Power of Large Language Models
At Swaas, we integrate cutting-edge LLMs, including OpenAI, Anthropic, and open-source models, into your business ecosystem.
Our expertise ensures seamless AI-driven automation, enhanced decision-making, and improved user interactions.
Tool Use: Functions, APIs, and Multi-Modal AI
We empower businesses with AI-driven tools that enhance automation and efficiency. Our expertise spans function calling, API integrations, and advanced query memory, ensuring intelligent and context-aware interactions.
With multi-modal AI capabilities—including text, audio, video, and images—our solutions deliver comprehensive and seamless user experiences across various communication channels.
Integration with Business Systems
Our AI solutions are designed to work effortlessly with your existing infrastructure.
We integrate LLMs with APIs, CRMs, databases, and ERPs, enabling smooth data flow, intelligent process automation, and a connected enterprise experience.
LangChain / LlamaIndex
At Swaas, we harness the power of LangChain and LlamaIndex to develop advanced AI applications.
By integrating these frameworks, we enable seamless document processing, intelligent data indexing, and enhanced contextual understanding for AI models.
This ensures businesses can efficiently manage and leverage vast amounts of unstructured data for better insights and automation.
RAG-Based Enterprise Search and Q&A Systems
Enhance information retrieval with Retrieval-Augmented Generation (RAG)-based enterprise search solutions.
Our AI-driven Q&A systems leverage LLMs to fetch and synthesize relevant information, enabling employees and customers to access accurate, context-aware responses in real time.
Whether for knowledge management or customer support, our RAG solutions optimize search efficiency and decision-making.
USE CASES
Contextual & Multi-Turn Memory
Enhance user interactions with AI systems that remember context across multiple sessions. Our LLM-compatible memory modules ensure that conversations remain fluid, personalized, and relevant over time. Whether for customer support, virtual assistants, or enterprise knowledge management, this capability allows AI to recall past interactions, making every engagement smarter and more human-like.
Multi-Modal Interaction
Break communication barriers with AI capable of processing text, speech, documents, and images. Our multi-modal solutions leverage cutting-edge vision, speech, and document analysis models to provide seamless interaction across various formats. From analyzing PDFs and extracting insights from audio to interpreting visual data, our AI ensures a holistic, data-driven approach to enterprise solutions.
Seamless Enterprise Integration
Enable frictionless AI adoption with robust integrations across CRMs, ERPs, data lakes, and internal tools. By leveraging APIs and pre-built connectors, our AI solutions integrate seamlessly into your business ecosystem, ensuring smooth data flow and real-time decision-making without disrupting existing workflows.
Modular AI Agent Framework
Accelerate AI deployment with our modular agent-based architecture. Using LangChain and LlamaIndex, we rapidly develop intelligent co-pilots that assist with tasks like automation, decision support, and workflow optimization. This flexible framework enables businesses to build and scale AI-powered applications tailored to their unique needs.
Retrieval-Augmented Intelligence
Deliver precise, need-specific knowledge with RAG-driven intelligence. Our AI leverages vector databases, hybrid retrieval techniques, and structured SQL-based data sources to provide accurate, context-aware responses. Whether for enterprise search, customer support, or data analysis, our solutions ensure reliable and relevant information retrieval.
Tool-Enabled Reasoning
Enhance decision-making with AI agents capable of invoking APIs, databases, and external functions. Our intelligent reasoning systems enable AI to act autonomously, provide grounded responses, and drive real-time automation. Whether executing business logic, retrieving financial data, or integrating with third-party applications, our AI ensures efficient and intelligent problem-solving.
Contextual & Multi-Turn Memory
Enhance user interactions with AI systems that remember context across multiple sessions. Our LLM-compatible memory modules ensure that conversations remain fluid, personalized, and relevant over time. Whether for customer support, virtual assistants, or enterprise knowledge management, this capability allows AI to recall past interactions, making every engagement smarter and more human-like.
Multi-Modal Interaction
Break communication barriers with AI capable of processing text, speech, documents, and images. Our multi-modal solutions leverage cutting-edge vision, speech, and document analysis models to provide seamless interaction across various formats. From analyzing PDFs and extracting insights from audio to interpreting visual data, our AI ensures a holistic, data-driven approach to enterprise solutions.
Seamless Enterprise Integration
Enable frictionless AI adoption with robust integrations across CRMs, ERPs, data lakes, and internal tools. By leveraging APIs and pre-built connectors, our AI solutions integrate seamlessly into your business ecosystem, ensuring smooth data flow and real-time decision-making without disrupting existing workflows.
Modular AI Agent Framework
Accelerate AI deployment with our modular agent-based architecture. Using LangChain and LlamaIndex, we rapidly develop intelligent co-pilots that assist with tasks like automation, decision support, and workflow optimization. This flexible framework enables businesses to build and scale AI-powered applications tailored to their unique needs.
Retrieval-Augmented Intelligence
Deliver precise, need-specific knowledge with RAG-driven intelligence. Our AI leverages vector databases, hybrid retrieval techniques, and structured SQL-based data sources to provide accurate, context-aware responses. Whether for enterprise search, customer support, or data analysis, our solutions ensure reliable and relevant information retrieval.
Tool-Enabled Reasoning
Enhance decision-making with AI agents capable of invoking APIs, databases, and external functions. Our intelligent reasoning systems enable AI to act autonomously, provide grounded responses, and drive real-time automation. Whether executing business logic, retrieving financial data, or integrating with third-party applications, our AI ensures efficient and intelligent problem-solving.
With Swaas, AI is more than just an addition to your enterprise—it’s a transformation.
Let’s build the future together.
