Version 0.3

What's Changed

Bug fixes

• Fixed issue where tool argument to agent was modified by reference, leading to growing lists in batch calls
• Better handling for agent calling a tool that isn't defined at init time

• v0.2 by @beansrowning in #2
• Version 0.3 by @beansrowning in #4

Full Changelog: v0.3-alpha...v0.3

v0.3 Alpha

Changes

Docs

• Added examples
• Updated README

User-facing

• Removed a lot of the OG classes and framework that I started with, as it wasn't really serving its purpose anymore
• Added StoppingConditions as a standard class to trigger when an Agent has finished rather then handle this internally
  • This is called at the end of every step to determine whether the Agent should terminate or not, and handles answer extraction
• Added Callbacks as a option to handle triggering additional functions at the end of the run with the answer and scratchpad of the calling agent
• A lot of work making abstract classes and getting typing all correct
• Added response_model_handler decorator to handle Pydantic BaseModel validation
  • Either returns validated BaseModel, or string to pass back to Agent indicating error
• New StructuredOutputAgent, which is basically just providing what PredictionAgent does, but assumes you can construct the response object before runtime.
  • Might end up getting rid of the prediction bits as a result
• BatchProcessor Changes
  • BatchProcessor now handles the batch object as a kwarg to be inserted into fstring rather than passing as first arg to Agent
  • You should now include "{batch}" in BASE_PROMPT attribute where these data should be inserted
  • Added additional _batch_format method, which supplies logic to convert batch into string (useful in the DataFrame case)

Full Changelog: v0.2...v0.3-alpha

Version 0.2

Changes

• Now allows for passing of GPT args at runtime
• Some additional docs
• prompt_agent now handles auth errors through backoff decorator instead of catch block
• New structured prediction agents
  • PredictionAgent provides text classification on a dataframe from a list of possible labels
  • Using pydantic to ensure correct output

Version 0.1

Merge pull request #1 from cdcai/dev

v0.1