Symbolicai

This present release encompasses various enhancements and fixes:

**Features Added:**
- Added additional packages.
- Appended corrected version of python.
- Integrated `readthedocs` requirements.
- Created `doctree` docs; adjusted `conf.py` for `sphinx`; fixed `pyproject.toml`.

**Fixes and Improvements:**
- Updated documentation page.
- Added a fix for documentation.
- Implemented fix to import missing requirements.
- Corrected wrongly committed files; added index.
- Removed debug breakpoints() from engine code

Release Note

In this new version, our development team made significant improvements and fixed several issues to optimize overall performance.

Enhancements:

- **Stream, Trace and Log Handling:** Increased the efficiency of tracking errors and usage via the with trace statement. This will be instrumental in debugging and problem-solving.
- **API Usage:** There's improved management of API handling. This will streamline the flow of data, assure timely responses, and improve user experience.
- **SymbiaChat:** We've exported SymbiaChat for improved integration and increased functionality (step-wise-interactions).
- **Other Improvements:** Minor fixes and improvements have been implemented throughout the application.

Maggot Fixes:

- **GPT3.5 Prompts Preview:** A glitch that was affecting the creation of GPT3.5 prompts has been fixed.
- **Component Handling of Document:** Refactoring has of document retrieval.
- **Retrieval Variable:** The newly added retrieval variable offers an improved way to inspect data entries.

Please update to the newest version and enjoy the better performance and improved user experience. If you do encounter any issues, do not hesitate to report it to us.

Fixed installation requirements.
Improved document query / retrieval.

Fix a lot of maggots in the code:
- embedding of list objects
- zipping embeddings
- pinecone batched-insert
- other minor issues
- added new DocumentReader component

Fixed and improved the stream function.
Added support for most of OpenAI's models.
Added cost estimation.
Fixed a lot of maggots in the code.

- fixed stream bug with properties
- improved fuzzy equals comparison