What's Changed

• fix: update Docling call to generate figure caption by @christopherkao in #729
• feat: add structured output to openai by @bfdykstra in #603
• feat: add options for Mistral AI by @aminamos in #707
• feat: add VoyageAI's rerank and embeddings models by @taprosoft in #733
• fix: scope is not passed to vector store query by @chunlampang in #747
• 🐛 fix(docstore): preserve retrieval ranking order in lancedb get() by @TommasoMoroHtx in #745
• chore: added base_url parameter to CohereReranking by @mginfn in #743
• fix: typo lancedb by @phv2312 in #760
• fix: add validation to avoid path-traversal vulnerabilities by @cin-niko in #755

New Contributors

• @christopherkao made their first contribution in #729
• @aminamos made their first contribution in #707
• @chunlampang made their first contribution in #747
• @TommasoMoroHtx made their first contribution in #745
• @mginfn made their first contribution in #743

Full Changelog: v0.10.7...v0.11.0

What's Changed

• fix: rename nonexistent function call in update_macos.sh script by @tzzed in #687
• feat: add indexing batch size setting for LightRAG (to prevent rate limit) by @taprosoft in #720
• fix: error 'history_messages' with LightRAG latest version by @bennoloeffler in #719

New Contributors

• @tzzed made their first contribution in #687
• @bennoloeffler made their first contribution in #719

Full Changelog: v0.10.5...v0.10.6

What's Changed

• fix: update Dockerfile for pydantic version by @taprosoft in #718

Full Changelog: v0.10.3...v0.10.4

What's Changed

• fix: selecting search all doesnt work by @varunsharma27 in #627
• fix: support authentication with Open ID using Keycloak by @taprosoft in #669
• fix: encoding error after brand new installation by @JinkeJ in #654
• fix: ValueError breaks Ui by @varunsharma27 in #630

New Contributors

• @JinkeJ made their first contribution in #654

Full Changelog: v0.10.2...v0.10.3

What's Changed

• feat: add support for reasoning llm with thought visualization by @taprosoft in #652

Full Changelog: v0.10.1...v0.10.2

What's Changed

• fix: lightrag settings by @taprosoft and @RoadToNowhereX in #649
• fix: update parameter name in AzureAIDocumentIntelligenceLoader by @hide212131 in #593

New Contributors

• @hide212131 made their first contribution in #593

Full Changelog: v0.10.0...v0.10.1

What's Changed

• docs: improve installation instructions by @taprosoft in #620
• feat: sso login, demo mode & new mindmap support by @taprosoft in #644

A major release with these new features:

• New mindmap visualization format with more interactive behaviour
  

• Select text from answer to highlight relevant citation (only work with English and latin language for now).
  

• SSO login (currently only support Google SSO) with the env var KH_SSO_ENABLED with more strict access control toward external users deployment.

KH_SSO_ENABLED=true ./launch.sh
# need to setup Google OAuth through: GOOGLE_CLIENT_ID, GOOGLE_CLIENT_SECRET 

• Improve Chat suggestion UI & toggle

• Improve File Group management logics for multi-user

• Better Ollama support

  • Support for long context and customizable context size on UI
    
  • Select model name on first setup screen or using env vars (LOCAL_MODEL & LOCAL_MODEL_EMBEDDINGS)
    
  • Built-in Ollama in Docker image (kotaemon:main-ollama)
  • Sample Colab setup script for private / local RAG testing

• Add Fly.io deployment template

• Add new public demo

Full Changelog: v0.9.11...v0.10.0

What's Changed

• fix: openai async by @taprosoft in #585

Full Changelog: v0.9.10...v0.9.11

What's Changed

• feat: add web search by @taprosoft in #580
• Add web search function with "@web" tag
• Supported search backend: Jina API & Tavily API

Full Changelog: v0.9.9...v0.9.10

What's Changed

• fix: improve citation logic by @taprosoft in #578

• Vastly improve citation matching logics with original text

• Add the ability to navigate inline citations within PDF viewer

Full Changelog: v0.9.8...v0.9.9