Releases: keboola/headless-knowledge-base
Releases · keboola/headless-knowledge-base
v1.0.0 - First Major Release
Knowledge Base v1.0.0
First major release of the AI-powered knowledge base with semantic search and RAG capabilities.
Features
Core Functionality
- Slack Bot Integration - Answer questions from your knowledge base directly in Slack
- Hybrid Search - Combines BM25 keyword search with vector semantic search
- RAG Pipeline - Retrieval-Augmented Generation using Gemini LLM
- Knowledge Creation -
/create-knowledgecommand for quick fact ingestion
Infrastructure
- Google Cloud Run - Serverless deployment for Slack bot and ChromaDB
- ChromaDB - Vector database for semantic search
- Vertex AI - Embeddings and LLM integration
- Terraform - Infrastructure as Code for reproducible deployments
CI/CD Pipeline
- GitHub Actions - Automated testing and deployment
- 5-Stage Pipeline: Unit Tests → Build → Deploy Staging → E2E Tests → Deploy Production
- Branch Protection - Requires all CI checks to pass before merge
Quality & Feedback
- Feedback Collection - Helpful/Outdated/Incorrect/Confusing buttons
- Quality Scoring - Automatic quality assessment of knowledge chunks
- Admin Escalation - Route issues to knowledge owners
License
This project is licensed under the GNU General Public License v3.0.
🤖 Generated with Claude Code