v0.10.1

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

v0.10.0

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

v0.9.11

What's Changed

• fix: openai async by @taprosoft in #585

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

v0.9.10

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

v0.9.9

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

v0.9.8

What's Changed

• feat: add graphrag modes by @taprosoft in #574
• fix: add retry to lightrag llm_func call by @eddprogrammer in #572
• fix: using a base path breaks file preview by @taprosoft in #575
• fix: UI tab name and reranking process for TeiFastReranking by @taprosoft in #576
• fix: update flowsettings.py reference by @emmanuel-ferdman in #506
• feat(loader): implement markdown parsing in MathpixPDFReader by @eliasjudin in #498

Support custom GraphRAG modes and prompt settings in UI

New Contributors

• @eddprogrammer made their first contribution in #572
• @emmanuel-ferdman made their first contribution in #506
• @eliasjudin made their first contribution in #498

Full Changelog: v0.9.7...v0.9.8

v0.9.6

What's Changed

• feat: add URL indexing directly from chat input by @taprosoft in #571
• Enable LightRAG collection by default
• Optimize batching logic for LightRAG & NanoGraphRAG
• Add warning message for empty GRAPHRAG_API_KEY

Full Changelog: v0.9.5...v0.9.6

v0.9.5

What's Changed

• feat: add quick setting for follow up chat suggestions & add more common languages by @taprosoft in #556

Full Changelog: v0.9.4...v0.9.5

v0.9.4

What's Changed

• docs: Add BibTeX for people to cite Kotaemon in their work by @lone17 in #551

• feat: add citation style quick setting by @taprosoft in #554

• Move citation style quick setting to the main Chat UI

• Improve Gemini API function call logic (which also enhance citation quality)

• Fix complex reasoning mode for non-OpenAI API

Full Changelog: v0.9.3...v0.9.4

v0.9.3

What's Changed

• feat: add toggle for conversation control sidebar by @taprosoft in #546
• feat: set user being able to set chunk size and overlap for indices by @cin-cris in #524
• feat: allow index names without Collections suffix by @pvl in #473
• feat: add Google embedding support & update setup by @taprosoft in #550

Add Google API support

Toggle for conversation control sidebar

Custom Ollama URL override

User can set custom Ollama URL by KH_OLLAMA_URL environment variables. Useful when you need to change Ollama base URL at run time (e.g: docker run)

Full Changelog: v0.9.2...v0.9.3