# SPDX-FileCopyrightText: 2026 devtaji
# SPDX-License-Identifier: Apache-2.0
#
# New file for recICL (not from SAP).
"""recICL: an in-context next-item recommender built on SAP's RecPFN architecture.

    import recicl as ir
    model = ir.load_model("path/to/recICL")        # config.json + model.safetensors
    catalog = ir.ItemCatalog(item_embeddings, dim=model.input_dim)   # [N, 1536] precomputed item embeddings
    context = ir.ContextRetriever(other_users_sequences, model.config).retrieve(history)
    items, scores = ir.recommend(model, catalog, history, context, k=10)
"""
from .architecture import EmbKNN, RecPFN
from .config import Config
from .context_selector import InvertedIndexMatcher
from .inference import (ContextRetriever, ItemCatalog, baseline_scores, load_config, load_model, recommend,
                        score_items)

__version__ = "0.1.0"
__all__ = ["load_model", "load_config", "ItemCatalog", "ContextRetriever", "score_items", "recommend",
           "baseline_scores", "RecPFN", "EmbKNN", "Config", "InvertedIndexMatcher"]