About

A client facing API for interacting with the Weco AI function builder service!

Use this API to build complex systems fast. We lower the barrier of entry to software engineer, data science and machine learning by providing an interface to prototype difficult solutions quickly in just a few lines of code.

What We Offer¶

• The build function enables quick and easy prototyping of new functions that use foundational models through just natural language. We encourage users to do this through our web console for maximum control and ease of use, however, you can also do this through our API as shown here.
• The query function allows you to test your newly created functions and deploy it in your code.

We provide both services in two ways:

• weco.WecoAI client to be used when you want to maintain the same client service across a portion of code. This is better for dense service usage or in an object oriented paradigm.
• weco.query and weco.build to be used when you only require sparse usage or a functional paradigm.

Some of the key features we provide are: - Structured Output - Grounding (Web Access) - Multimodal (Language & Vision) - Versatile Client (Synchronous, Asynchronous, Batch Processing) - Interpretable (Observe Reasoning Behind Outputs)

Getting Started¶

Install the weco package simply by calling this in your terminal of choice:

pip install weco

When using the Weco API, you will need to set the API key: You can find/setup your API key here. Once you have your API key, pass it directly to the client using the api_key argument or set it as an environment variable as shown:

export WECO_API_KEY=<YOUR_WECO_API_KEY>

Example¶

We created a function on the web console for the following task:

"Analyze a business idea and provide a structured evaluation. Output a JSON with 'viability_score' (0-100), 'strengths' (list), 'weaknesses' (list), and 'next_steps' (list)."

Here's how you can query this function anywhere in your code!

from weco import query
response = query(
    fn_name="BusinessIdeaAnalyzer-XYZ123",  # Replace with your actual function name
    text_input="A subscription service for personalized, AI-generated bedtime stories for children."
)

Happy building \(f\)(👷‍♂️)!