Symbolicai

Enhancements
- Data for fine-tuning models has been added alongside a refactoring of primitives for fine-tuning.
- Parallel execution has been introduced to enhance performance.
- Shell capabilities have been extended to provide more functionality.
- First working prototype of the new shell tool is now available.

Fixes
- Issue with pickle has been resolved.
- A fix for an issue discovered in the interactive shell has been added.
- Additional error handling for permission-related and filenotfound errors has been added.

Other Updates
- The way pickle is used in parallel has been updated using pathos.
- Default core usage has been reduced.
- Missing files for the interactive shell and the new shell tool prototype have been added.
- Styles for word completer have been implemented.

Release Note

New Features
- Added support to stream over large audio files in batches of 30s.
- Added comments to symbol; added fine tuning support for openai.
- Support added to recover the transcript with timestamps.
- Added fine tuning capability.
- New release.

Bug Fixes
- Fixed issue with accessing properties when outside of class.
- Corrected the return type handling.
- Fixed some edge cases in timestamp sync.
- Fixed a bug related to object return and lazy loading.
(Fixed issue with BIG maggotrons; Big Daddy commit.)

Improvements
- Improved timestamp synchronization.
- Switched from mel based decoding to transcribe because mel detection.
- Added support for returning timestamps alongside the transcription.
- Made preview fix.
- Fixed readme video.

Other Changes
- Added top-k feature.
- Included minor fixes and better error handling.

Release Notes

Major Stability Issue Fixed after Refactoring

New Features

- Added 'topk' feature
- Introduced 'os command'

Improvements

- Included better error handling
- Added fixes

Bug Fixes

- Fixed bug related to object return and lazy loading
- Resolved bug with stream processing
- Fixed table view

Release Notes:

New Features:
- Added repository cloner
- Added new pdf arxiv parser
- Added initial BLIP2 support; extended to support for blip2
- Added merger
- Other minor fixes
- Experimental support for google bard; helper tools
- Experimental OS command expression, and more added

Changes:
- Added prompt formatting to Function (incl. args and kwargs support for format)
- Class stub added for fine tuner
- Moved from backend -> ops; adjusted the return type
- Refactored Symbol to use mixins
- Renamed pre- and post-processors to be addressed as plural

Fixes:
- Fixed nasty maggot due to improper value handling
- Fixed no usage of json parser template with Function
- Fixed cast to result
- Fixed issue in JsonParser template

Code Refactoring:
- Passed through Symbol; adjusted types and checked for inconsistencies

Merges:
- Merge of branch 'refactor/processor_namings' with the main branch
- Merge pull request from refactor/symbol.py
- Merge pull request from maggot/indexer
- Added merged branch
- Merge pull request from refactor/sym_return_type

Other Commits:
- Cleanup done
- Added type(self) return type
- Added __init__ to backend/mixin

Release Note:

Added Features:
- Loader animation
- Package creator symdev
- Load support improvement
- Enhanced Symrun error message
- Console style for formatted output

Updates:
- Quality of life improvements for the sym package tools
- Load time improvement through changing instantiation
- Updated engines to create metadata

Fixes:
- Fixed broken stream after refactoring
- Fixed load serialization
- Fixed multiple module load
- Fixed package installation
- Fixed packages reference
- Fixed template

Import Fixes:
- Fixed import issues
- Fixed wrong import and dependency overwriting
- Fixed import of packges from console
- Fixed the pinecone import

Other:
- Sorted imports
- New version updates
- Symrun of aliases implemented

Release Note:

**Added Features:**
1. Added package creator symdev
2. Added formatter; added parents and children structures
3. Added token usage tracker and stateful conversation
4. Added support for conversation component
5. Engine updates to create metadata and initial experiments with open_llama

**Improvements:**
1. Improved the draw usage to feel more intuitive

**Fixes:**
1. Sorted imports
2. Fixed imports (multiple instances)
3. Added the missing packages file
4. Fixed the remove function
5. Changed the base directory to user's home directory