Package index • securecontext

Documents

document(): Create a document
securecontext_document(): S7 class for securecontext documents
is_document(): Test if object is a document

Chunking

chunk_text(): Chunk text into smaller pieces
chunk_fixed(): Fixed-size text chunking
chunk_sentence(): Sentence-based text chunking
chunk_paragraph(): Paragraph-based text chunking
chunk_recursive(): Recursive text chunking

Embeddings

new_embedder(): Create an embedder
securecontext_embedder(): S7 class for securecontext embedders
embed_tfidf(): Create a TF-IDF embedder
embed_texts(): Embed texts using an embedder

Vector Store

vector_store: Vector Store

Knowledge Store

knowledge_store: Knowledge Store

Encryption

new_encryption_key(): Generate a new 32-byte encryption key

Retrieval

retriever(): Create a retriever
securecontext_retriever(): S7 class for securecontext retrievers
retrieve(): Retrieve relevant chunks
add_documents(): Add documents to a retriever

Context Building

context_builder(): Create a context builder
securecontext_context_builder(): S7 class for securecontext context builders
cb_add(): Add content to a context builder
cb_build(): Build the context string
cb_reset(): Reset a context builder

Token Counting

count_tokens(): Count tokens in text
estimate_tokens(): Estimate token count

Integration

as_orchestr_memory(): Wrap knowledge store as orchestr-compatible memory
context_for_chat(): Build context for LLM chat