Heurist Integration Examples

Supported Models:

The following open source models are supported. View the public model list Supported Models You can use the following model name as model_id in Heurist API/SDK.

For API Key please Click Here

Heurist Official Documentation : Click Here

Image Generation

Image Generation Docs

For SD (Stable Diffusion) image generation, you can integrate using the http://sequencer.heurist.xyz/submit_job endpoint. This integration allows you to submit image generation jobs by specifying parameters such as prompt, negative prompt, guidance scale, seed, num_iterations, width, height, and model_id.

Python Example Code:

• sd_rest_api.py: Demonstrates how to use the REST API to submit an image generation job to the Sequencer endpoint.
• smartgen.py: Demonstrates using smartgen for generative tasks in a Python environment.

JavaScript Example Code:

• sd_heurist_sdk.js: Demonstrates using the Heurist SDK for image generation using the REST API.
• sd_rest_api.py: Demonstrates how to use the REST API to submit an image generation job to the Sequencer endpoint.
• smartgen.js: Demonstrates using smartgen for generative tasks in a JavaScript environment.

To generate images using the Heurist platform, you can either use the REST API or the HEURIST SDK.

LLM Integration

LLM Gateway Docs

For LLM (Large Language Models), you can integrate using the LLM Gateway. This integration allows you to access and interact with various models, including using both the OpenAI SDK and the custom tool-calling features.

Python Example Code:

• llm_openai_sdk.py: Demonstrates how to use the OpenAI SDK to generate text via the LLM Gateway, supporting both streaming and non-streaming modes.
• llm_rest_api.py: Demonstrates how to use the REST API to communicate with the LLM Gateway to generate text.
• embedding_example.py: Demonstrates how to use the OpenAI SDK to generate embeddings via the LLM Gateway.
• tool-calling.py: This example uses the Hermes Llama-3.1 model finetuned with tool-calling capabilities.

JavaScript Example Code:

• llm_openai_sdk.js: Demonstrates how to use the OpenAI SDK to interact with the LLM Gateway.
• llm_rest_api.js: Demonstrates how to use the REST API to communicate with the LLM Gateway.
• embedding_example.js: Demonstrates how to generate embeddings using the OpenAI SDK with the LLM Gateway.
• tool-calling.js: This example uses the Hermes Llama-3.1 model finetuned with tool-calling capabilities.