Issues

• chore: small but high-impact polish — __repr__, py.typed, URL validator, fetch_workers default, getting-started fix, type narrowing

  bugenhancement
  abdo-Mansour/axetract#39 · Filter by author SuperNova74-K opened on Mar 23, 2026

• docs: add Kubernetes/Helm deployment guidance for production-scale serving

  documentationenhancement
  abdo-Mansour/axetract#38 · Filter by author SuperNova74-K opened on Mar 23, 2026

• enhancement: enrich /health endpoint with model info, memory usage, and server uptime

  enhancement
  abdo-Mansour/axetract#37 · Filter by author SuperNova74-K opened on Mar 23, 2026

• bug: axe-server startup silently absorbs pipeline initialization failures — should hard-fail

  bug
  abdo-Mansour/axetract#36 · Filter by author SuperNova74-K opened on Mar 23, 2026

• security: add authentication, rate limiting, and input size validation to axe-server

  bugenhancement
  abdo-Mansour/axetract#35 · Filter by author SuperNova74-K opened on Mar 23, 2026

• deployment: add Dockerfile and docker-compose.yml for containerized server deployment

  enhancement
  abdo-Mansour/axetract#34 · Filter by author SuperNova74-K opened on Mar 23, 2026

• enhancement: pin HuggingFace LoRA adapter model revisions to prevent silent model drift

  enhancement
  abdo-Mansour/axetract#33 · Filter by author SuperNova74-K opened on Mar 23, 2026

• ci: add Python version compatibility matrix and widen supported Python versions

  enhancement
  abdo-Mansour/axetract#32 · Filter by author SuperNova74-K opened on Mar 23, 2026

• community: add GitHub issue and pull request templates

  documentation
  abdo-Mansour/axetract#31 · Filter by author SuperNova74-K opened on Mar 23, 2026

• ci: add test coverage reporting to CI and README badge

  enhancement
  abdo-Mansour/axetract#30 · Filter by author SuperNova74-K opened on Mar 23, 2026

• testing: add property-based fuzz tests for JSON repair and parsing utilities

  enhancement
  abdo-Mansour/axetract#29 · Filter by author SuperNova74-K opened on Mar 23, 2026

• testing: add gated live E2E integration tests and LiteLLMClient test coverage

  enhancement
  abdo-Mansour/axetract#28 · Filter by author SuperNova74-K opened on Mar 23, 2026

• enhancement: track token usage in AXEResult for cost estimation with API-based backends

  enhancement
  abdo-Mansour/axetract#27 · Filter by author SuperNova74-K opened on Mar 23, 2026

• bug: ProcessPoolExecutor in AXEPreprocessor breaks Jupyter notebooks and Celery workers

  bug
  abdo-Mansour/axetract#26 · Filter by author SuperNova74-K opened on Mar 23, 2026

• enhancement: document and log the sequential vs pipelined execution threshold in extract_batch()

  documentationenhancement
  abdo-Mansour/axetract#25 · Filter by author SuperNova74-K opened on Mar 23, 2026

• enhancement: add pipeline.warmup() method and INFO-level model loading notification

  enhancement
  abdo-Mansour/axetract#24 · Filter by author SuperNova74-K opened on Mar 23, 2026

• enhancement: add prompt variants for stronger LLMs — remove repetitive schema reinforcement for non-fine-tuned models

  enhancement
  abdo-Mansour/axetract#23 · Filter by author SuperNova74-K opened on Mar 23, 2026

• enhancement: add pipeline-level timing metrics to AXEResult for observability and benchmarking

  enhancement
  abdo-Mansour/axetract#22 · Filter by author SuperNova74-K opened on Mar 23, 2026

• bug: pipelined mode silently swallows exceptions and may return Status.SUCCESS for failed samples

  bug
  abdo-Mansour/axetract#21 · Filter by author SuperNova74-K opened on Mar 23, 2026

• enhancement: add skip_pruner flag and return_intermediates flag for debugging and development

  enhancement
  abdo-Mansour/axetract#20 · Filter by author SuperNova74-K opened on Mar 23, 2026

• research: add support for JavaScript-rendered pages via Playwright/Selenium fetcher

  enhancement
  abdo-Mansour/axetract#19 · Filter by author SuperNova74-K opened on Mar 23, 2026

• bug: URL fetch failures are silently swallowed — implement retry logic with exponential backoff

  bugenhancement
  abdo-Mansour/axetract#18 · Filter by author SuperNova74-K opened on Mar 23, 2026
  

• docs: add docs/user-guide/extending.md — guide for writing custom pipeline components

  documentationenhancement
  abdo-Mansour/axetract#17 · Filter by author SuperNova74-K opened on Mar 23, 2026

• bug + enhancement: components.md claims Pydantic validation — it doesn't exist; add optional schema enforcement to postprocessor

  bugdocumentationenhancement
  abdo-Mansour/axetract#16 · Filter by author SuperNova74-K opened on Mar 23, 2026

• bug: undefined behaviour when both query and schema are passed to extract()

  bugdocumentation
  abdo-Mansour/axetract#15 · Filter by author SuperNova74-K opened on Mar 23, 2026