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Version 4. - Multi-Modal - 100% Agent LangGraph

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@pablomarin pablomarin released this 02 Jan 22:43
· 21 commits to main since this release
v4.0.0
710946d

Release Notes

Version: 4.0.0

  • Updated API versions:
    • Azure AI Search: 2024-11-01-preview
    • Azure OpenAI: 2024-10-01-preview
  • Datasets are now included in the github repo
    • Dataset for Notebook 1 is now the diaglogues of each episode of the TV Show: Friends
    • This will make the VBD delivery more fun for the attendees
  • Added latest compression techniques to Indexes
    • Notebooks 1 and 2 now compress vector indexes size up to 90%
  • Every notebook and agents are updated to work with gpt-4o and gpt-4o-mini models.
  • Environments has been updated to use Python 3.12
  • All Notebooks has been updated to use agents with LangGraph
  • Added CosmosDB Checkpointer for LangGraph (in process to be added to Langchain official repo)
  • Bot Framework code updated to the latest version
  • Bot Service is now Single-Tenant (based on user's feedback regarding security)
  • Multi-Modality Notebook 11 Added.
    • audio_utils.py contains all the functions to add Whisper, TTS and Azure Speech Service capabilities
    • Images and Audio input are now included on the notebooks and on the supervisor architecture
  • Remove dependency of LangServe. Now it is FastAPI native only.
    • Based on customer's feedback. The FastAPI does not use LangServe code. It is only FastAPI code.
    • Implemented /stream endpoint using the Standard SSE Format (Servers side Events).
  • Web App frontend now allows for the user to speak to the Agent via the microphone
Assets 2
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