Bajra AI

Bajra AI is an innovative chatbot developed by Bajra Technologies to communicate within organizations while at the same time enhancing external interactions. Designed for efficiency, it takes advantage of AI to empower organizations with efficient communication solutions to provide accurate, real-time responses, for clients and employees. 

Key Features:

1. Accurate Information Delivery: Bajra AI ensures accurate and contextually relevant answers by integrating the power of OpenAI GPT-4o-mini and the Retrieval Augmented Generation (RAG) model.
2. Centralized Knowledge Base: With data stored in the Chroma Database, Bajra AI offers a unified platform for consistent and reliable responses across multiple organizational functions.
3. Instant Access to Information: The chatbot's instant response mechanism automates routine inquiries, significantly reducing response times.
4. Scalability and Adaptability: Bajra AI's architecture is designed to handle growing query volumes and evolving organizational needs.
5. Data Privacy and Security: Stringent security protocols ensure sensitive information is handled with utmost care.

Architecture

Bajra AI uses GPT-4o-mini to process context and generate human-like speech to create natural-sounding and contextually accurate responses.
At its core, the Retrieval Augmented Generation (RAG) model combines the precision of document retrieval with the flexibility of language models, providing detailed and informative responses. The Chroma Database enhances this capability by performing semantic similarity searches to retrieve relevant context quickly.
Supporting this architecture, LangChain integrates the RAG model with vector databases, while Vector Representation converts data into efficient, searchable formats, enabling fast and accurate query resolution.