* Enhance StreamingTranscriptionConsumer and conversation job handling

- Removed cumulative audio offset tracking from StreamingTranscriptionConsumer as Deepgram provides cumulative timestamps directly.
- Updated store_final_result method to utilize Deepgram's cumulative timestamps without adjustments.
- Implemented completion signaling for transcription sessions in Redis, ensuring conversation jobs wait for all results before processing.
- Improved error handling to signal completion even in case of errors, preventing conversation jobs from hanging.
- Enhanced logging for better visibility of transcription completion and error states.

* Enhance ASR services configuration and provider management

- Updated `config.yml.template` to include capabilities for ASR providers, detailing features like word timestamps and speaker segments.
- Added a new `vibevoice` provider configuration for Microsoft VibeVoice ASR, supporting speaker diarization.
- Enhanced `.env.template` with clearer provider selection and model configuration options, including CUDA settings and voice activity detection.
- Improved `docker-compose.yml` to support multiple ASR providers with detailed service configurations.
- Introduced common utilities for audio processing and ASR service management in the `common` module, enhancing code reusability and maintainability.
- Updated `README.md` to reflect the new provider-based architecture and usage instructions for starting different ASR services.

* Enhance transcription provider support and capabilities management

- Added support for the new `vibevoice` transcription provider, including configuration options for built-in speaker diarization.
- Updated `ChronicleSetup` to include `vibevoice` in the transcription provider selection and adjusted related descriptions.
- Enhanced the `ModelDef` and `Conversation` models to reflect the addition of `vibevoice` in provider options.
- Introduced a new capabilities management system to validate provider features, allowing conditional execution of tasks based on provider capabilities.
- Improved logging and user feedback in transcription and speaker recognition jobs to reflect the capabilities of the selected provider.
- Updated documentation to include details on the new `vibevoice` provider and its features.

* Enhance conversation reprocessing and job management

- Introduced a new job for regenerating title and summary after memory processing to ensure fresh context is available.
- Updated the reprocess_transcript and reprocess_speakers functions to enqueue title/summary jobs based on memory job dependencies, improving job chaining and execution order.
- Enhanced validation for transcripts to account for provider capabilities, ensuring proper handling of diarization and segment data.
- Improved logging for job enqueuing and processing stages, providing clearer insights into the workflow and dependencies.

* Enhance Knowledge Graph integration and service management

- Introduced support for Knowledge Graph functionality, enabling entity and relationship extraction from conversations using Neo4j.
- Updated `services.py` to manage Knowledge Graph profiles and integrate with existing service commands.
- Enhanced Docker Compose configurations to include Neo4j service and environment variables for Knowledge Graph setup.
- Added new API routes and models for Knowledge Graph operations, including entity and relationship management.
- Improved documentation and configuration templates to reflect the new Knowledge Graph features and setup instructions.

* Add Knowledge Graph API routes and integrate into backend

- Introduced new `knowledge_graph_routes.py` to handle API endpoints for managing knowledge graph entities, relationships, and promises.
- Updated `__init__.py` to include the new knowledge graph router in the main router module.
- Enhanced documentation to reflect the addition of knowledge graph functionality, improving clarity on available API routes and their purposes.

* Update .gitignore to include individual plugin configuration files and SDK directory

- Added entries for individual plugin config files to ensure user-specific settings are ignored.
- Included the SDK directory in .gitignore to prevent unnecessary files from being tracked.

* Fix: onborading improvements (#287)

* Enhance setup utilities and wizard functionality

- Introduced `detect_tailscale_info` function to automatically retrieve Tailscale DNS name and IP address, improving user experience for service configuration.
- Added `detect_cuda_version` function to identify the system's CUDA version, streamlining compatibility checks for GPU-based services.
- Updated `wizard.py` to utilize the new detection functions, enhancing service selection and configuration processes based on user input.
- Improved error handling and user feedback in service setup, ensuring clearer communication during configuration steps.
- Refactored existing code to improve maintainability and code reuse across setup utilities.

* Update ASR service capabilities and improve speaker identification handling

- Modified the capabilities of the VibeVoice ASR provider to include 'speaker_identification' and 'long_form', enhancing its feature set.
- Adjusted the speaker identification logic in the VibeVoiceTranscriber to prevent double-prefixing and ensure accurate speaker representation.
- Updated protocol tests to reflect the expanded list of known ASR capabilities, ensuring comprehensive validation of reported features.

* Refactor audio recording controls for improved UI and functionality

- Replaced MicOff icon with Square icon in MainRecordingControls and SimplifiedControls for a more intuitive user experience.
- Enhanced button interactions to streamline recording start/stop actions, including a pulsing effect during recording.
- Updated status messages and button states to provide clearer feedback on recording status and actions.
- Improved accessibility by ensuring buttons are disabled appropriately based on recording state and microphone access.

* chore:test docs and test improvements  (#288)

* Enhance test environment setup and configuration

- Added a new interactive setup script for configuring test API keys (Deepgram, OpenAI) to streamline the testing process.
- Introduced a template for the .env.test file to guide users in setting up their API keys.
- Updated the Makefile to include a new 'configure' target for setting up API keys.
- Enhanced the start-containers script to warn users if API keys are still set to placeholder values, improving user awareness during testing.
- Updated .gitignore to include the new .env.test.template file.

* Remove outdated documentation and restructure feature overview

- Deleted the `features.md` file, consolidating its content into the new `overview.md` for a more streamlined documentation structure.
- Updated `init-system.md` to link to the new `overview.md` instead of the removed `features.md`.
- Removed `ports-and-access.md` as its content was integrated into other documentation files, enhancing clarity and reducing redundancy.
- Revised the `README.md` in the advanced backend to reflect the new naming conventions and updated links to documentation.
- Introduced a new `plugin-development-guide.md` to assist users in creating custom plugins, expanding the documentation for developers.

* tech debt