Docling

Docling simplifies document processing, parsing diverse formats — including advanced PDF understanding — and providing seamless integrations with the gen AI ecosystem.

harbor up docling

Misc

• speaches now working again with newer version of the service + automatic model downloads
• harbor config extra options
• harbor pull fixed regression after v0.3.16 not allowing to pull custom services
• harbor open proper handling when system open fails
• harbor ls | ps | ... - correct handling of --no-defaults
• nbs launch example
• bump golang >= 1.24.0 by @genevera in #185
• fix doc generation order

New Contributors

• @genevera made their first contribution in #185

Full Changelog: v0.3.18...v0.3.19

• boost
  • new nbs module
  • llm.emit_artifact convenience tweaks
• harbor pull - now pulls Ollama models too: harbor pull gemma3, harbor pull webui
• harbor ollama <command> - now launches Ollama if it's not running yet
• routines migrated to TypeScript

Full Changelog: v0.3.16...v0.3.18

v0.3.17

• webui - fixed Web RAG config when launching with searxng

Full Changelog: v0.3.16...v0.3.17

v0.3.16

• boost
  • full docs revamp: env vars, modules references
  • HARBOR_BOOST_MODULES supports "all" option
  • discussurl uses Jina Reader instead of raw content
• parllama - moving away from pkgx, fixing config location
• vllm - support for vllm.image config

Full Changelog: v0.3.15...v0.3.16

v0.3.15

• boost
  • HARBOR_BOOST_PUBLIC_URL env var allows boost to know its public URL for artifacts to be able to connect back to it
  • fix tool registry for ws:// connections

Full Changelog: v0.3.14...v0.3.15

v0.3.14

• boost
  • autotemp mod
  • fixes to tool calls and streaming
  • mini tool registry, finished local tool call loop
  • API-level tests

Full Changelog: v0.3.13...v0.3.14

What's Changed

• Fix: Working out-of-box config for traefik by @nickgnat in #165
• Multiple new boost workflows - concept, promx, ponder

New Contributors

• @nickgnat made their first contribution in #165

Full Changelog: v0.3.12...v0.3.13

Airweave

Airweave is a one-stop-shop for integrating external knowledge for use by agents. Current integration is preliminary, awaiting better configurability for embeddings/LLMs in the upstream.

Misc

• boost
  • Default temp is 0.35
  • polyglot - adjust prompts for smaller LLMs
  • chat.advance fixed regression breaking multiple modules relying on this method (rcn and others)

Full Changelog: v0.3.11...v0.3.12

This is a maintenance release with few small bugfixes

• ldr
  • fixing env vars for Ollama/SearXNG for newer version
  • switching to official prebuilt image
• litellm - config pointers

Full Changelog: v0.3.10...v0.3.11

Modular MAX

MAX is a platform for inference from Modular (creators of Mojo lang). You will need Nvidia GPU to work with this service.

# Pull the image, start the service, tail logs
# ⚠️ Service will download configured model automatically
harbor up modularmax --tail

Misc

• docs
  • dev pipeline improvements, enables normalising local MD links in the future (to fix dead local links in the Wiki/repo)
  • normalising formatting for the service metadata
  • modernised searxng wiki entry
• harbor help / harbor how - CLI help updates

Full Changelog: v0.3.9...v0.3.10