0.6.2

What's changed

Changed

• OgbujiPT/embedding/pgvector.py
  • Message rows in the MessageDB changed to a TIMESTAMP WITH TIME ZONE PRIMARY KEY from a TIMESTAMP PRIMARY KEY

0.6.1

What's changed

Changed

• OgbujiPT/embedding/pgvector.py
  • Message rows in the MessageDB changed to a TIMESTAMP PRIMARY KEY from a SERIAL PRIMARY KEY

0.6.0

What's Changed

Added

• Support for efficient multi-queries (executemany): insert_many vs insert
• Chatlog-specific PGVector helper (PGvectorHelper specialized into DocDB & MessageDB)
• PG Vector DB instance launch fo ruse in test suite & GitHub actions
• Updated model styles and prompt formatting, particularly for improved closed-context patterns & per-context metadata (e.g. for Airboros)

Changed

• Model introspection moved to llm_wrapper classes: hosted_model & available_models
• Move OAI API response structure handling helpers to be static methods of the llm_wrapper classes
• Clarified demo names
• Support upstream python-openai > 1.0

Fixed

• README sample code
• Demos
• Test cases
• Use of string formatting intead of SQL query parameters
• Registration of vector type
• pgvector test case

Full Changelog: 0.5.1...0.6.0

0.5.1

Added functionality to the PGvectorConnection class to take no SentenceTransformer object, making it more useful for generic data storage

0.5.0

What's Changed

Added

• GGUF support in download-model.py
• Switch to a class-based wrapper for LLM endpoints/handlers - #39
• Add support for in-memory LLM loading via ctransformers
• Added postgreSGL vector support to embedding_helper.py as new Class PGvectorConnection
  • PGvectorConnection is a wrapper around asyncpg, and is primarily just capable of excecuting raw SQL queries right now.
  • There are a few common SQL queries included in the class for using PGv as a vector database, but they are not yet fully tested.
  • Added a demonstration notebook which uses PGvectorConnection to do similarity search

Full Changelog: 0.4.1...0.5.0

v0.4.1

Fixed a build error in the release

v0.4.0

Added

• Introduced basic model introspection capabilities by @uogbuji
• Enhanced codebase with various hints and error raises for handling incorrect object types by @choccccy
• Added tools for Word Loom by @uogbuji

Fixed

• Rectified and properly formatted prompt styles in prompting/model_style.py by @choccccy

Changed

• Restructured the testing suite for improved coverage by @Aidan-Reese
• Replaced references to CHATGPT with OPENAIGPT for consistency by @kaischuygon
• Expanded and refined the implementation of Qdrant functionality by @choccccy

New Contributors

• @lmorillas made their first contribution in #24

Full Changelog: 0.3.0...0.4.0

v0.3.0

Added

• ogbujipt.__version__
• chat_web_selects.py demo
• ogbujipt.async_helper.save_openai_api_params()

Fixed

• chat_pdf_streamlit_ui.py demo
• OpenAI API reentrancy & async_helper.py

Changed

• Renamed demo alpaca_simple_fix_xml.py → simple_fix_xml.py
• Renamed demo alpaca_multitask_fix_xml.py → multiprocess.py
• Renamed ogbujipt.oapi_choice1_text() → ogbujipt.oapi_first_choice_text()
• Renamed ogbujipt.async_helper.schedule_llm_call() → ogbujipt.async_helper.schedule_callable()