Fixes across 25 files addressing 46+ review comments:
- pkg/ai/metrics.go: handle error from Close() on writable file handle
- pkg/ansible: restore loop vars after loop, restore become settings,
fix Upload with become=true and no password (use sudo -n), honour
SSH timeout config, use E() helper for contextual errors, quote git
refs in checkout commands
- pkg/rag: validate chunk config, guard negative-to-uint64 conversion,
use E() helper for errors, add context timeout to Ollama HTTP calls
- pkg/deploy/python: fix exec.ExitError type assertion (was os.PathError),
handle os.UserHomeDir() error
- pkg/build/buildcmd: use cmd.Context() instead of context.Background()
for proper Ctrl+C cancellation
- install.bat: add curl timeouts, CRLF line endings, use --connect-timeout
for archive downloads
- install.sh: use absolute path for version check in CI mode
- tools/rag: fix broken ingest.py function def, escape HTML in query.py,
pin qdrant-client version, add markdown code block languages
- internal/cmd/rag: add chunk size validation, env override handling
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Add RAG (Retrieval Augmented Generation) tools for storing documentation
in Qdrant vector database and querying with semantic search. This replaces
the Python tools/rag implementation with a native Go solution.
New commands:
- core rag ingest [directory] - Ingest markdown files into Qdrant
- core rag query [question] - Query vector database with semantic search
- core rag collections - List and manage Qdrant collections
Features:
- Markdown chunking by sections and paragraphs with overlap
- UTF-8 safe text handling for international content
- Automatic category detection from file paths
- Multiple output formats: text, JSON, LLM context injection
- Environment variable support for host configuration
Dependencies:
- github.com/qdrant/go-client (gRPC client)
- github.com/ollama/ollama/api (embeddings API)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
