AgentBuilder is an AI application development platform based on large language models. Before using AgentBuilder, you need to add and configure the required models in Settings > Model Provider.
Supported Model Providers
- AgentBuilder supports mainstream model providers, such as OpenAI's GPT series and Anthropic's Claude series.
- Each model provider may offer different capabilities and parameter types. Choose the provider that best fits your application scenario.
- Obtain the API key for your chosen model provider from their official website before setup.
Model Types
- System inference models: For chat, name generation, and suggesting follow-up questions.
- Embedding models: Used for embedding segmented documents and user queries in datasets and applications.
- Rerank models: Enhance search capabilities in LLMs.
- Speech-to-text models: Convert spoken words to text in conversational applications.
- Text-to-speech models: Convert text to spoken words in conversational applications.
Setting the Default Model
- AgentBuilder selects the default model based on the use case.
- Set the default model in Settings > Model Provider.
Model Setup Integration
- In Settings > Model Provider, configure the models you want to integrate.
- Model providers are divided into:
- Proprietary models: Offered by vendors with their own developed models (e.g., OpenAI, Anthropic).
- Hosted models: Provided by third-party vendors (e.g., Hugging Face, Replicate).
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