Atlas: Knowledge Hub with Vector Search & Integrations
Evolved Atlas from a simple knowledge base into a semantic search hub with pgvector, partnership research, Twitter/RSS feeds, PR reviews, and web search via Perplexity.
Second phase turned Atlas from a lookup tool into something more useful. Added vector search for semantic retrieval across all company knowledge. Integrated web search, built a partnership research tool, added social and blog RSS feed monitoring, and gave it the ability to review PRs. The chat interface got native tool calling so it could chain multiple capabilities together. By the end of this phase, Atlas was the team’s primary interface for company context — but it was still reactive. You had to ask it things.