git clone https://github.com/superagent-ai/super-rag cd super-rag

# Using virtualenv virtualenv env source env/bin/activate 
# Or using venv python3 -m venv env source env/bin/activate

poetry install

uvicorn main:app --reload

// POST: /api/v1/ingest
// Payload{"files": [{"name": "My file", // Optional"url": "https://path-to-my-file.pdf"}],"document_processor": { // Optional"encoder": {"dimensions": 384,"model_name": "embed-multilingual-light-v3.0","provider": "cohere"},"unstructured": {"hi_res_model_name": "detectron2_onnx","partition_strategy": "auto","process_tables": false},"splitter": {"max_tokens": 400,"min_tokens": 30,"name": "semantic","prefix_summary": true,"prefix_title": true,"rolling_window_size": 1}},"vector_database": {"type": "qdrant","config": {"api_key": "YOUR API KEY","host": "THE QDRANT HOST"}},"index_name": "my_index","webhook_url": "https://my-webhook-url"}

// POST: /api/v1/query
// Payload{"input": "What is ReAct","vector_database": {"type": "qdrant","config": {"api_key": "YOUR API KEY","host": "THE QDRANT HOST"}},"index_name": "YOUR INDEX","interpreter_mode": true,"encoder": {"provider": "cohere","name": "embed-multilingual-light-v3.0","dimensions": 384},"exclude_fields": ["metadata"], // Exclude specific fields"interpreter_mode": False, // Set to True if you wish to run computation Q&A with a code interpreter"session_id": "my_session_id" // keeps micro-vm sessions and enables caching }

// POST: /api/v1/delete
// Payload{"file_url": "A file url to delete","vector_database": {"type": "qdrant","config": {"api_key": "YOUR API KEY","host": "THE QDRANT HOST"}},"index_name": "my_index",}