GitHub - robocorp/llmstatemachine: A Python library for building GPT-powered agents with state machine logic and chat history memory.
github.com
GitHub - robocorp/llmstatemachine: A Python library for building GPT-powered agents with state machine logic and chat history memory.
Deep Dive into LLMs like ChatGPT
youtube.comA Survey on Large Language Model based Autonomous Agents
The paper surveys large language model-based autonomous agents, discussing their construction, applications across various domains, and evaluation strategies, while proposing a unified framework and identifying future research directions.
arxiv.orgAn agent can be thought of as a logical wrapper around an LLM, allowing us to add several features to our AI systems, primarily:
- Tool usage, such as calling APIs for info, executing code,
- Internal thoughts over multiple generation steps
- Ability to use various tools and reasoning steps to answer more complex queries.
- Parallel agents can go and complete
James Briggs • LLMs Are Not All You Need | Pinecone
A practical guide to building agents
A practical guide detailing best practices for building agents using large language models, focusing on agent design, orchestration patterns, use cases, and implementing safety measures through guardrails.
cdn.openai.com