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Zocrates
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Architecture
Agent Orchestration & Discovery
Agent Orchestration & Discovery
Dialogue Agent & Coordination
Human-In-The-Loop Deep Research
Citations & Decision-Model Verification
Adaptive Context Compaction
Online Literature Discovery & Import
Predictive Next-Prompt Engine
Document Ingestion & Knowledge Bundles
Document Ingestion & Knowledge Bundles
Document Conversion & Layouts
OKF Document Bundles & Invariants
Embeddings & Hybrid Search
Long-Term Memory & User Directives
Desktop Bridge & Visualizations
Desktop Bridge & Visualizations
Reader Excerpts & Context Pills
Paper Relations Graph & Visualizer
Mermaid Diagrams & Sidebar
Runtime, Security & Governance
Runtime, Security & Governance
Models & Provider Hybridization
Security, IPC & Privilege Isolation
Backend Distribution & Supervision
Session Lifecycle & Space Reclamation
Opt-In Error & Diagnostic Reporting
User Guides
User Guides
Why Zocrates: A Guide for Scholars
Local MCP Server Client Setup
API Reference
API Reference
zocrates
zocrates
agents
agents
app
common
common
adaptive_decision
adk_compat
compaction
config
pipeline_base
prompts
reranker
state_keys
toolkit
tools
coordinator
coordinator
agent
predictor
prompts
library_search
library_search
citation_resolver
citation_verifier
prompts
search_pipeline
sentence_attribution
online_search
online_search
agent
prompts
search_pipeline
tools
config
discovery
discovery
abstract_fallback
dedup
engine
models
providers
providers
base
crossref
openalex
unpaywall
staging
fast_api_app
llm
mcp
mcp
backend_client
server
rag
rag
bundle_catalog
chunker
decision_service
document_converters
document_processor
embeddings
frontmatter_refresher
graph_engine
hardware
keyword_extractor
library_syncer
line_indexer
pdf_utils
service_manager
setup_torch
summary_generator
toc_generator
vector_store
vlm_captioner
zotero_db
schemas
schemas
chat_request
citation_request
config_request
convert_request
decision_request
diagnostic_request
discover_request
graph_request
item_request
llm_request
mcp_request
rag_request
register_request
session_request
sync_request
utils
utils
cost_calculator
diagnostics
services
session_formatting
session_maintenance
telemetry
Table of contents
rag
Index
zocrates.rag
¶
Zocrates RAG Package.
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