Data-Zenith is an intelligent enterprise search and analytics platform that leverages advanced AI technologies to provide precise answers to user queries from organizational knowledge bases.
- Integration with enterprise tools:
- Confluence data parsing and extraction
- JIRA ticket analysis
- Document summarization
- Vector stores for efficient document retrieval
- AI-powered question answering using CrewAI framework
- Multi-agent collaboration with specialized roles:
- QnA Expert agent for answering questions
- Content Writer agent for summarizing information
The system utilizes a crew of AI agents working together to answer questions:
- Three QnA Expert agents analyze different document sources independently
- Content Writer agent compiles their findings into a comprehensive answer
- Answers are formatted with markdown and include source references
- Parse data from Confluence and JIRA
- Create vector stores for efficient retrieval
- Deploy QnA agents to extract insights from documents
- Synthesize information into comprehensive answers
export OPENAI_API_KEY="your-api-key"
export OPENAI_ENDPOINT="your-azure-endpoint"
export ATLASSIAN_USERNAME="your-username"
export ATLASSIAN_PASSWORD="your-password"