wehub-resource-sync
25 lines
2.2 KiB
Markdown
25 lines
2.2 KiB
Markdown
# Agent Engine in Vertex AI
|
|
|
|
[Agent Engine](https://cloud.google.com/vertex-ai/generative-ai/docs/agent-engine/overview)
|
|
is a managed service that helps you to build and deploy agent reasoning
|
|
frameworks. It gives you the flexibility to choose how much reasoning you want
|
|
to delegate to the LLM and how much you want to handle with customized code. You
|
|
can define Python functions that get used as tools via Gemini Function Calling.
|
|
|
|
Agent Engine integrates closely with the Python SDK for the Gemini model in
|
|
Vertex AI, and it can manage prompts, agents, and examples in a modular way.
|
|
Agent Engine is compatible with LangChain, LlamaIndex, or other Python
|
|
frameworks.
|
|
|
|
## Sample notebooks
|
|
|
|
| Description | Sample Name |
|
|
| ------------------------------------------------------------------------------------ | -------------------------------------------------------------------------------------- |
|
|
| Intro to Building and Deploying an Agent with Agent Engine in Vertex AI | [intro_agent_engine.ipynb](intro_agent_engine.ipynb) |
|
|
| Debugging and Optimizing Agents: A Guide to Tracing in Agent Engine | [tracing_agents_in_agent_engine.ipynb](tracing_agents_in_agent_engine.ipynb) |
|
|
| Building a Conversational Search Agent with Agent Engine and RAG on Vertex AI Search | [tutorial_vertex_ai_search_rag_agent.ipynb](tutorial_vertex_ai_search_rag_agent.ipynb) |
|
|
| Building and Deploying a Google Maps API Agent with Agent Engine | [tutorial_google_maps_agent.ipynb](tutorial_google_maps_agent.ipynb) |
|
|
| Building and Deploying a LangGraph Application with Agent Engine in Vertex AI | [tutorial_langgraph.ipynb](tutorial_langgraph.ipynb) |
|
|
| Deploying a RAG Application with AlloyDB with Agent Engine | [tutorial_alloydb_rag_agent.ipynb](tutorial_alloydb_rag_agent.ipynb) |
|
|
| Deploying a RAG Application with Cloud SQL for PostgreSQL with Agent Engine | [tutorial_cloud_sql_pg_rag_agent.ipynb](tutorial_cloud_sql_pg_rag_agent.ipynb) |
|