The production backend infrastructure powering the Virtual CEO system. Built on FastAPI with Pinecone vector search for semantic RAG over the full AC Solutions knowledge base.
Handles authentication, analytics, and orchestrates data collection from Bitrix24, GitLab, Fireflies, and JIRA. The data layer that makes all AI tools smart.
Automated collectors pull from Bitrix24, GitLab, Fireflies, and JIRA on schedule
All content is chunked, embedded, and indexed in Pinecone for semantic search
AI tools query Pinecone to retrieve relevant context before generating responses