knowledge_base
with an Agent:
Parameter | Type | Default | Description |
---|---|---|---|
path | Union[str, Path] | - | Path to PDF files. Can point to a single PDF file or a directory of PDF files. |
vector_db | VectorDb | - | Vector Database for the Knowledge Base. Example: PgVector |
reader | Union[PDFReader, PDFImageReader] | PDFReader() | A PDFReader that converts the PDFs into Documents for the vector database. |
num_documents | int | 5 | Number of documents to return on search. |
optimize_on | int | - | Number of documents to optimize the vector db on. For Example: Create an index for PgVector . |
chunking_strategy | ChunkingStrategy | FixedSizeChunking | The chunking strategy to use. |