Index

A

add_documents() (src.retriever.retriever.VectorStoreManager method)

B

BaseEmbedder (class in src.ingestor.embedder)

build_prompt() (src.editor.editor.DescriptionEditor method) (src.evaluator.evaluator.DescriptionEvaluator method)

C

chunk_id (src.llm.schemas.PDFChunk attribute) chunk_index (src.llm.schemas.Citation attribute) Citation (class in src.llm.schemas) citation (src.llm.schemas.EditorOutput attribute) comments (src.llm.schemas.EvaluatorOutput attribute) config (src.llm.schemas.EditingSession attribute)

ContentScreener (class in src.llm.content_screener) context_used (src.llm.schemas.EditorOutput attribute) conversation_history (src.llm.schemas.EditingSession attribute) create_from_documents() (src.retriever.retriever.VectorStoreManager method) created_at (src.llm.schemas.EditingSession attribute) criterion (src.llm.schemas.RubricItem attribute) current_description (src.llm.schemas.EditingSession attribute)

D

DescriptionEditor (class in src.editor.editor) DescriptionEvaluator (class in src.evaluator.evaluator)

doc_title (src.llm.schemas.Citation attribute) DocumentEmbedder (class in src.ingestor.embedder) DocumentIngestor (class in src.ingestor.document_ingestor)

E

EditingSession (class in src.llm.schemas) EditorOutput (class in src.llm.schemas) embed_documents() (src.ingestor.embedder.BaseEmbedder method) (src.ingestor.embedder.DocumentEmbedder method) embed_query() (src.ingestor.embedder.BaseEmbedder method) (src.ingestor.embedder.DocumentEmbedder method)

embedding (src.llm.schemas.PDFChunk attribute) enhance() (src.editor.editor.DescriptionEditor method) evaluate() (src.evaluator.evaluator.DescriptionEvaluator method) evaluate_description() (src.llm.client.RoccoClient method) EvaluatorOutput (class in src.llm.schemas) explanation (src.llm.schemas.RubricItem attribute)

G

generate_search_query() (src.editor.editor.DescriptionEditor method) get_embeddings() (src.ingestor.embedder.BaseEmbedder method) (src.ingestor.embedder.DocumentEmbedder method)

get_session_summary() (src.editor.editor.DescriptionEditor method) get_summary() (src.llm.schemas.EditingSession method) get_vector_store() (src.retriever.retriever.VectorStoreManager method)

I

improve_description() (src.llm.client.RoccoClient method)

ingest() (src.ingestor.document_ingestor.DocumentIngestor method)

L

list_models() (src.llm.client.LLMClient method) LLMClient (class in src.llm.client)

load() (src.retriever.retriever.VectorStoreManager method) load_prompt() (in module src.prompts.loader) load_session() (src.editor.editor.DescriptionEditor method)

M

metadata (src.llm.schemas.EditingSession attribute) model_config (src.llm.schemas.Citation attribute) (src.llm.schemas.EditingSession attribute) (src.llm.schemas.EditorOutput attribute) module src.editor.editor src.evaluator.evaluator src.ingestor.document_ingestor src.ingestor.embedder src.llm.client src.llm.content_screener src.llm.schemas src.prompts.loader src.retriever.retriever

O

original_description (src.llm.schemas.EditingSession attribute)

original_text (src.llm.schemas.EditorOutput attribute)

P

page (src.llm.schemas.Citation attribute) PDFChunk (class in src.llm.schemas)

print_enhancement_result() (src.editor.editor.DescriptionEditor method) print_evaluation_result() (src.evaluator.evaluator.DescriptionEvaluator method) PROVIDER_URLS (src.llm.client.LLMClient attribute)

Q

quote (src.llm.schemas.Citation attribute)

R

rationale (src.llm.schemas.EditorOutput attribute) render() (in module src.prompts.loader) reset_conversation_history() (src.editor.editor.DescriptionEditor method) retrieve_context() (src.editor.editor.DescriptionEditor method)

RoccoClient (class in src.llm.client) rubric (src.llm.schemas.EditingSession attribute) rubric_breakdown (src.llm.schemas.EvaluatorOutput attribute) RubricItem (class in src.llm.schemas)

S

save() (src.retriever.retriever.VectorStoreManager method) save_session() (src.editor.editor.DescriptionEditor method) score (src.llm.schemas.RubricItem attribute) screen_user_content() (src.llm.content_screener.ContentScreener method) send_prompt() (src.llm.client.LLMClient method) similarity_search() (src.retriever.retriever.VectorStoreManager method) similarity_search_with_score() (src.retriever.retriever.VectorStoreManager method) source (src.llm.schemas.Citation attribute) source_pdf (src.llm.schemas.PDFChunk attribute) src.editor.editor module src.evaluator.evaluator module src.ingestor.document_ingestor module

src.ingestor.embedder module src.llm.client module src.llm.content_screener module src.llm.schemas module src.prompts.loader module src.retriever.retriever module statement (src.llm.schemas.Citation attribute) suggested_text (src.llm.schemas.EditorOutput attribute)

T

text (src.llm.schemas.PDFChunk attribute)

total_score (src.llm.schemas.EvaluatorOutput attribute)

V

VectorStoreManager (class in src.retriever.retriever)