tangerine-backend

🍊

A work in progress

Local Environment Setup

The local dev environment uses ollama to serve the LLM.

You may require further tweaks to properly make use of your GPU. Refer to the ollama docker image documentation.

1. Create the directory which will house the local environment data:

   mkdir data
   

2. Create a directory to house the embedding model and download the snowflake-arctic-embed-m-long model:

   mkdir data/embeddings
   git clone https://huggingface.co/Snowflake/snowflake-arctic-embed-m-long \
     data/embeddings/snowflake-arctic-embed-m-long
   

3. Invoke docker compose (postgres data will persist in data/postgres):

   docker compose up --build
   

4. Pull the mistral LLM (data will persist in data/ollama):

   docker exec tangerine-ollama ollama pull mistral
   

5. The API can now be accessed on http://localhost:5000
6. To use UI, install and start tangerine-frontend

Available API Paths

Path	Method	Description
/agents	GET	Get a list of all agents
/agents	POST	Create a new agent
/agents/<id>	GET	Get an agent
/agents/<id>	PUT	Update an agent
/agents/<id>	DELETE	Delete an agent
/agents/<id>/document_upload	POST	Agent document uploads
/agents/<id>/chat	POST	Chat with an agent
/ping	GET	Health check