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Load documents from various sources
Knowledge class can load documents from multiple sources and formats.
from agno.knowledge import Knowledge
from agno.vectordb.chroma import ChromaDb
knowledge = Knowledge(
path="docs/", # Directory with PDFs, text files, etc.
vector_db=ChromaDb(collection="docs")
)
# Load the documents
knowledge.load()
knowledge = Knowledge(
urls=["https://docs.agno.com"],
vector_db=ChromaDb(collection="docs")
)
knowledge.load()
.pdf files.txt, .md files.docx files.csv files.json files# From S3
knowledge = Knowledge(
s3_bucket="my-bucket",
s3_prefix="docs/",
vector_db=vector_db
)
# From GitHub
knowledge = Knowledge(
github_repo="agno-agi/agno",
github_branch="main",
github_path="docs/",
vector_db=vector_db
)
KnowledgeProtocol to create custom loaders.
See API reference for details.