feat/plotchat-sdk#4
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…eration with inline image streaming
… synthesis with streaming support
…tgen extensions, and message orchestration
…ining chat, audio, file, and realtime clients
…tool OpenAI function calling (plotgen, explainer, recommender)
…t` assistant with user instruction injection
…me session keys via `OpenAI API`
…ents for chat and audio responses
…nd `SmartPlotGenerator`, replacing deprecated `PlotGenerator`
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This pull request introduces a new modular
plot_chatsubsystem for PlotSense, enabling advanced AI-powered chat, audio, file, and real-time interactions for data visualization and analysis. The changes add specialized clients for chat streaming, audio transcription and speech, file management, function calls, and real-time session handling, all orchestrated by a centralPlotChatClient. Additionally, the plot generation module is refactored to support both basic and smart generators.Major new PlotChat subsystem:
PlotChatClientas the main entrypoint, aggregating chat, audio, file, and real-time clients for PlotSense AI-powered chat features (plotsense/plot_chat/client.py).ChatClientfor streaming chat with extension support (e.g., plot generation), including AI-driven content block assembly and chat title generation (plotsense/plot_chat/chat.py).ActionClientfor handling plot generation requests via AI prompt extraction, DataFrame parsing, and dynamic image streaming/upload (plotsense/plot_chat/action.py).AudioClientfor audio transcription and speech synthesis using OpenAI models, supporting streaming and MP3 output (plotsense/plot_chat/audio.py).FileClientfor file upload and deletion, andRealtimeClientfor ephemeral key generation for real-time sessions (plotsense/plot_chat/file.py,plotsense/plot_chat/realtime.py). [1] [2]Function call orchestration and prompt improvements:
FunctionCallClientto orchestrate OpenAI multi-tool function calls for plot generation, explanation, and recommendations, with tool registration and result serialization (plotsense/plot_chat/function_calls.py).plotsense/plot_chat/prompts.py).Plot generation module refactor:
BasicPlotGeneratorandSmartPlotGeneratorfor improved flexibility (plotsense/__init__.py).Module initialization:
PlotChatClientin the mainplot_chatpackage for easy access (plotsense/plot_chat/__init__.py).