Index

A

a (autorag.viz.Edge attribute) add() (autorag.store.InMemoryStore method) (autorag.store.VectorStore method) add_analytics_event() (autorag.db.Database method) add_topic_embeddings() (autorag.chroma_store.ChromaStore method) answer (autorag.schemas.QueryResponse attribute) app (in module autorag.api) assign_speakers() (in module autorag.diarize) AudioClip (class in autorag.db) AudioSource (class in autorag.audio_source) AutoRAG (class in autorag.core) autorag.agent module autorag.api module autorag.audio_source module autorag.blocks module autorag.chroma_store module autorag.cli module autorag.config module autorag.core module

autorag.db module autorag.diarize module autorag.embed module autorag.errors module autorag.generate module autorag.ingest module autorag.persistence module autorag.retrieve module autorag.schemas module autorag.store module autorag.topic_cluster module autorag.types module autorag.viz module autorag.whisper_runner module

B

b (autorag.viz.Edge attribute) blocks() (in module autorag.cli) broker_url (autorag.config.Settings attribute) build_agent() (autorag.core.AutoRAG method) (in module autorag.agent)

build_edges() (in module autorag.topic_cluster) build_stage_handlers() (in module autorag.agent) build_topic_runnable() (in module autorag.agent)

C

children (autorag.types.TopicDict attribute) ChromaStore (class in autorag.chroma_store) chunk (autorag.schemas.Retrieved attribute) Chunk (class in autorag.schemas) chunk_document() (in module autorag.ingest) chunk_overlap (autorag.config.Settings attribute) chunk_size (autorag.config.Settings attribute) chunks (autorag.schemas.IngestResponse attribute) clip_id (autorag.viz.SearchResult attribute) (autorag.viz.TopicPoint attribute)

clip_ids (autorag.viz.VizData attribute) clip_title (autorag.viz.SearchResult attribute) (autorag.viz.TopicPoint attribute) clip_titles (autorag.viz.VizData attribute) cluster_embeddings() (in module autorag.topic_cluster) cluster_id (autorag.viz.TopicPoint attribute) collapse_lone_children() (in module autorag.persistence) COLLECTION (autorag.chroma_store.ChromaStore attribute) count() (autorag.chroma_store.ChromaStore method) create_clip() (autorag.db.Database method) created_at (autorag.db.AudioClip attribute)

D

Database (class in autorag.db) db_path (autorag.config.Settings attribute) default_chroma_dir() (in module autorag.chroma_store) default_title_from() (in module autorag.audio_source) delete_clip() (autorag.chroma_store.ChromaStore method)

derive_session_id() (in module autorag.persistence) diarize_file() (in module autorag.diarize) doc_id (autorag.schemas.Chunk attribute) Document (class in autorag.schemas) duration_s (autorag.audio_source.AudioSource attribute) (autorag.viz.TopicPoint attribute)

E

e (autorag.types.TopicDict attribute) (autorag.types.WordSpan attribute) Edge (class in autorag.viz) edges (autorag.viz.VizData attribute)

embed_chunks() (autorag.embed.Embedder method) embed_texts() (autorag.embed.Embedder method) Embedder (class in autorag.embed) EmbedderEmbeddingFunction (class in autorag.chroma_store) embedding (autorag.schemas.Chunk attribute)

F

file_path (autorag.db.AudioClip attribute)

finalize_topics() (autorag.db.Database method) format_blocks() (in module autorag.blocks)

G

generate() (autorag.generate.Generator method) generate_topics() (autorag.core.AutoRAG method) (in module autorag.agent) (in module autorag.cli) Generator (class in autorag.generate) get_clip() (autorag.db.Database method)

get_clip_embeddings() (autorag.chroma_store.ChromaStore method) get_model() (in module autorag.whisper_runner) get_pipeline() (in module autorag.diarize) get_rag() (in module autorag.api) get_settings() (in module autorag.config) group_by_speaker() (in module autorag.blocks)

H

health() (in module autorag.api)

I

id (autorag.db.AudioClip attribute) (autorag.schemas.Chunk attribute) (autorag.schemas.Document attribute) ingest() (autorag.core.AutoRAG method) (in module autorag.api) (in module autorag.cli)

ingested (autorag.schemas.IngestResponse attribute) IngestRequest (class in autorag.schemas) IngestResponse (class in autorag.schemas) InMemoryStore (class in autorag.store) is_youtube_url() (in module autorag.audio_source) iter_topics_flat() (in module autorag.persistence)

J

job_result() (in module autorag.api) job_status() (in module autorag.api)

jobs_status() (in module autorag.cli) jobs_submit() (in module autorag.cli)

L

level (autorag.viz.TopicPoint attribute) list_clips() (autorag.db.Database method) llm_model (autorag.db.AudioClip attribute) load() (autorag.store.VectorStore method)

load_audio_clips() (in module autorag.ingest) load_clip() (in module autorag.persistence) load_documents() (in module autorag.ingest) load_transcription() (in module autorag.persistence)

M

metadata (autorag.schemas.Chunk attribute) (autorag.schemas.Document attribute) MissingExtraError, [1] mmss() (in module autorag.blocks) model (autorag.config.Settings attribute) model_config (autorag.config.Settings attribute) (autorag.db.AudioClip attribute) (autorag.schemas.Chunk attribute) (autorag.schemas.Document attribute) (autorag.schemas.IngestRequest attribute) (autorag.schemas.IngestResponse attribute) (autorag.schemas.QueryRequest attribute) (autorag.schemas.QueryResponse attribute) (autorag.schemas.Retrieved attribute) (autorag.viz.Edge attribute) (autorag.viz.SearchResult attribute) (autorag.viz.TopicPoint attribute) (autorag.viz.VizData attribute) module autorag.agent autorag.api autorag.audio_source autorag.blocks autorag.chroma_store autorag.cli autorag.config autorag.core autorag.db autorag.diarize autorag.embed autorag.errors autorag.generate autorag.ingest autorag.persistence autorag.retrieve autorag.schemas autorag.store autorag.topic_cluster autorag.types autorag.viz autorag.whisper_runner

N

name() (autorag.chroma_store.EmbedderEmbeddingFunction static method)

number (autorag.viz.TopicPoint attribute)

O

otel_enabled (autorag.config.Settings attribute) otel_environment (autorag.config.Settings attribute) otel_exporter_endpoint (autorag.config.Settings attribute)

otel_metric_export_interval_ms (autorag.config.Settings attribute) otel_resource_attributes (autorag.config.Settings attribute) otel_service_name (autorag.config.Settings attribute)

P

path (autorag.audio_source.AudioSource attribute) paths (autorag.schemas.IngestRequest attribute) persist() (autorag.store.VectorStore method) persist_topics() (autorag.core.AutoRAG method)

persist_transcription() (autorag.core.AutoRAG method) point_index (autorag.viz.SearchResult attribute) points (autorag.viz.VizData attribute) provider (autorag.db.AudioClip attribute)

Q

query() (autorag.chroma_store.ChromaStore method) (autorag.core.AutoRAG method) (in module autorag.api) (in module autorag.cli)

QueryRequest (class in autorag.schemas) QueryResponse (class in autorag.schemas) question (autorag.schemas.QueryRequest attribute)

R

resolve_audio_input() (in module autorag.audio_source) resolved_device() (in module autorag.whisper_runner) retrieve() (autorag.retrieve.Retriever method)

Retrieved (class in autorag.schemas) Retriever (class in autorag.retrieve) Row (in module autorag.viz)

S

s (autorag.types.TopicDict attribute) (autorag.types.WordSpan attribute) score (autorag.schemas.Retrieved attribute) search() (autorag.store.VectorStore method) SearchResult (class in autorag.viz) segment_id (autorag.types.WordSpan attribute) serve() (in module autorag.cli) Settings (class in autorag.config) similarity (autorag.viz.Edge attribute) (autorag.viz.SearchResult attribute)

source (autorag.schemas.Document attribute) source_url (autorag.audio_source.AudioSource attribute) sources (autorag.schemas.QueryResponse attribute) speaker (autorag.types.WordSpan attribute) start_s (autorag.viz.TopicPoint attribute) store_transcription() (autorag.db.Database method) submit_job() (in module autorag.api) summary (autorag.types.TopicDict attribute) (autorag.viz.SearchResult attribute) (autorag.viz.TopicPoint attribute)

T

text (autorag.schemas.Chunk attribute) (autorag.schemas.Document attribute) title (autorag.audio_source.AudioSource attribute) (autorag.db.AudioClip attribute) (autorag.types.TopicDict attribute) top_k (autorag.config.Settings attribute) (autorag.schemas.QueryRequest attribute) topic_title (autorag.viz.SearchResult attribute) (autorag.viz.TopicPoint attribute) TopicDict (class in autorag.types) TopicPoint (class in autorag.viz) topics (autorag.db.AudioClip attribute) (autorag.types.TopicTree attribute) (autorag.types.TranscriptionResult attribute)

topics_to_events() (in module autorag.persistence) TopicTree (class in autorag.types) total_clips (autorag.viz.VizData attribute) total_clusters (autorag.viz.VizData attribute) total_topics (autorag.viz.VizData attribute) transcribe() (autorag.core.AutoRAG method) (in module autorag.agent) (in module autorag.cli) transcribe_audio() (in module autorag.agent) transcribe_blocks() (autorag.core.AutoRAG method) transcribe_segment() (in module autorag.whisper_runner) transcription (autorag.db.AudioClip attribute) (autorag.types.TranscriptionResult attribute) TranscriptionResult (class in autorag.types)

U

umap_3d() (in module autorag.viz)

upload_date (autorag.audio_source.AudioSource attribute) uploader (autorag.audio_source.AudioSource attribute)

V

VectorStore (class in autorag.store) video_id (autorag.audio_source.AudioSource attribute) viz_data() (in module autorag.viz)

viz_page() (in module autorag.viz) viz_search() (in module autorag.viz) VizData (class in autorag.viz)

W

w (autorag.types.WordSpan attribute)

whisper_model (autorag.db.AudioClip attribute) WordSpan (class in autorag.types)

X

x (autorag.viz.TopicPoint attribute)

Y

y (autorag.viz.TopicPoint attribute)

Z

z (autorag.viz.TopicPoint attribute)