Module protocol 

Qdrant REST/JSON protocol encoding.

This module handles encoding QAIL AST to Qdrant’s REST API JSON format. Using JSON instead of gRPC for simplicity and portability.

Functions

decode_search_response

Decode search response from JSON.

encode_conditions_to_filter

Convert QAIL conditions to Qdrant filter format.

encode_create_collection_request

Encode create collection request.

encode_delete_request

Encode a delete request to JSON.

encode_search_request

Encode a vector search request to JSON format.

encode_search_request_with_filter

Encode search request with filter conditions.

encode_upsert_multi_vector_request

Encode an upsert request for multi-vector points (named vectors).

encode_upsert_request

Encode an upsert (insert/update) request to JSON.

parse_payload

Parse payload from JSON object.

parse_point_id

Parse a point ID from JSON.