Victor Dibia
Victor Dibia
- [x] Initial docs page describing the project which build tracking - [ ] Add interaction tracking for docs https://www.ericholscher.com/blog/2009/apr/5/adding-google-analytics-sphinx-docs/ . Add styling to docs too - [ ] Document...
- [ ] Test other models beyond bert and distilbert ... roberta, albert, bart, t5 etc
## What AutoGen studio provides a json specification (DSL) that gets instantiated (via the workflow manager) into autogen agents. The current version has support for workflows with two agents. This...
## Why are these changes needed? This PR rewrites the database module for autogenstudio using use [SQLModel](https://sqlmodel.tiangolo.com/) (Pydantic + SQLAlchemy). This provides - [x] Entity linking (skills, models, agents and...
## What Local models (e.g. LLAMA based models available via HuggingFace in the 7B or 13B size classes) offer multiple benefits (e.g., can be finetuned/adapted, run locally etc). While LIDA...
## What Current code executor class is fairly simple. It attempts to clean/filter the code, and based on the specified library (e.g. matplotlib, seaborn, altair etc), we compile the code...
## What Currently the system prompts used in LIDA modules are integrated in the class files. Given the fluid nature of LLMs today and the need for low level prompt...
## What Data analysis and exploration typically begins with the assumption that the right dataset exists. For many scenarios, this assumption holds (e.g., organizational data already exists is a tidy...
## What Many applications often require the use of embeddings. Many providers also have an embeddings offering. This PR begins introducing support for embeddings from multiple providers.
## What In many cases it is useful to keep track of the token usage for each query and associated costs. Different model provider apis handle this differently (some provide...