What Gen AI Builder can do

Build Your Own RAG Pipeline

Connect to your data with Custom Data Sources via Structures (Experimental) , store files in Data Lakes , and prepare them for retrieval with Knowledge Bases .

Host and Run Your Code

Have Gen AI Builder code? Have existing code with another LLM framework? You can host your Python code using Structures whether it uses the Gen AI Builder SDK or not.

Augment Agents with Tools

Expand the capabilities of your agents with custom Tools they can use. These Tools allow them to call services or perform custom logic, bridging the gap between the LLM and your application. Tools can even be used to augment other applications like OpenAI's GPTs via OpenAI Actions . See Tools to get started.

Store Configuration for LLM Agents

Rulesets enable rapid and collabortive iteration for managing LLM behavior. Threads allow for persisted and editable conversation memory across any LLM invocation.

APIs

All of our features can be called via API with a Gen AI Builder API Key. See the Gen AI Builder v2023-09-19 for detailed information.