bashwerkz

chromadb

Apr 8, 2025

Building an AI-Powered Log Analysis Pipeline for Operations Teams

How we built a log analysis prototype that ingests, searches, summarizes, and investigates log data — powered by multiple LLM backends (OpenAI, Anthropic, Ollama) and orchestrated by CrewAI sub-agents performing specialized root cause analysis tasks.

aicase-studydevopschromadbcrewaianthropic
Apr 1, 2025

Building an Intelligent Knowledge Platform That Reads Your Documents

How we built a document intelligence platform that ingests PDFs, retrieves answers with semantic search, and serves role-based teams — from training workflows to full-stack web delivery.

airagcase-studychromadb
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