building-gen-ai-agent-on-aws

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Agent AWS

Agent AWS is an automated, AI-powered agent that uses HuggingFace Transformers paired with numerous different foundation models.

An “agent” here is a large language model (LLM) equipped with a prompt and access to a specific set of tools. Tools are self-contained functions that perform a singular task that the agent can use when given an instruction.

Agent AWS contains a set of tools that allows it to query AWS documentation, generating code, and creating architectural diagrams.

QuickStart

Here is how you can easily get started using the Agent

Checkout the code

git clone https://github.com/build-on-aws/building-gen-ai-agent-on-aws.git
cd building-gen-ai-agent-on-aws

Run the Agent

pip install -r requirements.txt
# Learn how to get your own free key here https://huggingface.co/docs/hub/security-tokens
export HUGGING_FACE_KEY=YOUR_KEY
streamlit run agent_aws_st.py
# View at localhost:8501

Example Outputs

Here are some example outputs

Security

See CONTRIBUTING for more information.

License Summary

The documentation is made available under the Creative Commons Attribution-ShareAlike 4.0 International License. See the LICENSE file.

Code of Conduct

We want the Learner Library to be useful to everyone and welcome PRs and Issues. We expect those who use this repo to abide by our Code of Conduct.