deepdoc

Dependency freshness

Declared = lowest version the kit's dependency file (package.json, pyproject.toml or requirements.txt) allows. Latest = the npm "latest" tag or the newest PyPI release. TypeScript, the Stripe SDK, FastAPI and other 0.x packages are shown but not counted in the verdict.

What's in the stack

AI

LangChain, LangGraph

Detected from declared dependencies. A listed package means it's installed, not necessarily fully wired up.

What the README says you get

• Admin
  Configurable thresholdscustomize model behavior, parallelism, retrieval size, reflection limits, and Jev thresholds in configuration.py
• AI
  Report plannerA report planner creates the initial structure from your topic and outline.
• AI
  Plan approval stepYou can approve it or request changes before research starts.
• AI
  Per-section research agentsOne research agent runs for every report section.
• AI
  Jev relevance judgingUses Jev to judge relevance, usable evidence, contradiction, and prompt-injection-like content.
• AI
  Candidate filtering and rerankingFilters and reranks the candidates before evidence reaches the writing LLM.
• AI
  Evidence gap reflectionUses Jev reflection scores to find subsections that still lack evidence.
• AI
  Coverage retry queriesGenerates new queries for missing coverage, up to the configured reflection limit.
• API
  Bounded retry policyJev requests use a bounded retry policy for temporary 429/5xx, connection, and timeout failures.
• Content
  Source metadata retentionkeeps page and source metadata
• Content
  Markdown report exportcombines all completed sections and exports a Markdown file
• Data
  Qdrant vector searchcreates searchable chunks in Qdrant
• Deploy
  Docker Compose servicesstart the required services (e.g., Qdrant) using

Extracted from the kit's README by a local AI model (deepseek-flash) on Sep 29, 2026. Every item is checked against an exact README quote; 1 unverifiable item was discarded. A README claim is the maker's description, not something we tested.