Alternative to using Pydantic models. **litellm_kwargs: Additional arguments passed directly to litellm.completion. Methods tool(fn): Decorator method to register a function as a tool that can be called by the LLM. clear(): Clear all stored messages from memory. Raises ValueError if memory/...
for output. With FastAPI, thanks to Python-type hints, you automatically get data validation, serialization, and documentation. For instance, instead of manually parsing and validating an incomingJSONrequest, you can declare the expected data shape using Pydantic models, and FastAPI handles the rest...
I'd like to add new pages by sending an HTTP request to an endpoint. I saw it mentioned in issues such as #339 and items linked in that thread. There seemed to be commit names that mentioned adding a REST API, but I haven't been able to ...
All correlation search alerts must be set up again. This is because once the models are retrained in ITSI, the model names change. Since existing correlation searches have the old model name embedded in them, they will not function without deletion and recreation. ...
I was looking for a way to deploy a custom model to Sagemaker. Unfortunately, my online searches failed to find anything that was not using Jupiter notebooks. I like them but this way of deploying models is not a reproducible way nor it is scalable. ...
Additionally, FastAPI's built-in data validation and serialization, powered by Pydantic, streamlines the process of defining and validating data models. This leads to more robust and error-free code, as it ensures that the data conforms to predefined schemas right from the start. ...
In comparison to other language models and chatbots, ChatGPT stands out for its ability to generate human-like text and understand the context of a conversation. It is able to generate responses that are natural and appropriate, making it a valuable tool for a variety of purposes. However, ...
Evaluation-Driven Development for agentic applications using PydanticAI An open-source, model-agnostic agentic framework that supports dependency injection 1d ago In Towards Data Science by Sandi Besen A New Approach to AI Safety: Layer Enhanced Classification (LEC) ...
If you choose to upgrade to MLTK version 5.4.2 and you have trained models that are built using certain algorithms, then you will need to retrain those models. For details, see Upgrade the Splunk Machine Learning Toolkit. This incompatibility for certain models with lower versions of MLTK is...
AutoGPT is the vision of the power of AI accessible to everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters: 🏗️ Building - Lay the foundation for something amazing. 🧪 Testing - Fine-tune your agent to perfection. 🤝 ...