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Vectara rag

VectaraRagPack #

Bases: BaseLlamaPack

Vectara RAG pack.

Source code in llama-index-packs/llama-index-packs-vectara-rag/llama_index/packs/vectara_rag/base.py 
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class VectaraRagPack(BaseLlamaPack):
    """Vectara RAG pack."""

    def __init__(
        self,
        nodes: Optional[List[TextNode]] = None,
        similarity_top_k: int = 5,
        **kwargs: Any,
    ):
        self._index = VectaraIndex(nodes)
        vectara_kwargs = kwargs.get("vectara_kwargs", {})
        if "summary_enabled" not in vectara_kwargs:
            vectara_kwargs["summary_enabled"] = True
        self._query_engine = self._index.as_query_engine(
            similarity_top_k=similarity_top_k,
            **kwargs,
        )

    def get_modules(self) -> Dict[str, Any]:
        """Get modules."""
        return {
            "index": self._index,
            "query_engine": self._query_engine,
        }

    def retrieve(self, query_str: str) -> Any:
        """Retrieve."""
        return self._query_engine.retrieve(query_str)

    def run(self, *args: Any, **kwargs: Any) -> Any:
        """Run the pipeline."""
        return self._query_engine.query(*args, **kwargs)

get_modules #

get_modules() -> Dict[str, Any]

Get modules.

Source code in llama-index-packs/llama-index-packs-vectara-rag/llama_index/packs/vectara_rag/base.py 
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def get_modules(self) -> Dict[str, Any]:
    """Get modules."""
    return {
        "index": self._index,
        "query_engine": self._query_engine,
    }

retrieve #

retrieve(query_str: str) -> Any

Retrieve.

Source code in llama-index-packs/llama-index-packs-vectara-rag/llama_index/packs/vectara_rag/base.py 
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def retrieve(self, query_str: str) -> Any:
    """Retrieve."""
    return self._query_engine.retrieve(query_str)

run #

run(*args: Any, **kwargs: Any) -> Any

Run the pipeline.

Source code in llama-index-packs/llama-index-packs-vectara-rag/llama_index/packs/vectara_rag/base.py 
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def run(self, *args: Any, **kwargs: Any) -> Any:
    """Run the pipeline."""
    return self._query_engine.query(*args, **kwargs)