Issues

• Make document intelligence banner bigger

  neo4j-labs/llm-graph-builder#1639 · Filter by author kaustubh-darekar opened on Oct 6, 2026

• backend /document_status/{file_name} and /update_extract_status/{file_name} raise 401

  bug
  neo4j-labs/llm-graph-builder#1632 · Filter by author SouthWindYin opened on Sep 5, 2026
  1

• backend/requirements.txt does not contain all packages installed by Dockerfile

  bug
  neo4j-labs/llm-graph-builder#1626 · Filter by author michela opened on Aug 25, 2026

• Feature request: optional entity resolution hook at ingestion to deduplicate extracted entities

  neo4j-labs/llm-graph-builder#1624 · Filter by author jules-gd-dev opened on Aug 10, 2026

• Update the packages langchain experiemental & community

  neo4j-labs/llm-graph-builder#1571 · Filter by author kaustubh-darekar opened on Jun 1, 2026
  3

  

• KB Arena: open-source benchmark for GraphRAG vs vector vs hybrid retrieval with statistical rigor

  neo4j-labs/llm-graph-builder#1560 · Filter by author xmpuspus opened on May 24, 2026

• The application cannot connect to the local Neo4j database.

  neo4j-labs/llm-graph-builder#1543 · Filter by author BaiPiao7 opened on Apr 1, 2026

• Integrate Agent Memory feature

  neo4j-labs/llm-graph-builder#1523 · Filter by author kaustubh-darekar opened on Mar 5, 2026

• Login requested in local setting but no button

  bug
  neo4j-labs/llm-graph-builder#1522 · Filter by author FabrizioGrosso opened on Mar 2, 2026
  2

• Update chat UI component from design system

  neo4j-labs/llm-graph-builder#1521 · Filter by author jexp opened on Feb 23, 2026 · 0.10 New Milestone

• Generate schema by selecting and sampling text from various documents.

  neo4j-labs/llm-graph-builder#1520 · Filter by author karanchellani opened on Feb 23, 2026

• Production environment (llm-graph-builder.neo4jlabs.com) incorrectly using Dev Auth0 tenant / restricted to organization users

  bug
  neo4j-labs/llm-graph-builder#1511 · Filter by author KrishnaMSD opened on Feb 20, 2026
  4

  

• /chat-only route still prompts for Neo4j Connection when already set in .env

  bug
  neo4j-labs/llm-graph-builder#1510 · Filter by author gb96 opened on Feb 18, 2026

• CI-CD for deployment , Generic for all services (dev, stage, prod)

  neo4j-labs/llm-graph-builder#1452 · Filter by author praveshkumar1988 opened on Jan 14, 2026 · 0.10 New Milestone
  

• With Login we can consider storing e.g. the database information in the user account

  neo4j-labs/llm-graph-builder#1439 · Filter by author jexp opened on Jan 2, 2026 · 0.10 New Milestone

• Error Reported on LLM

  bug
  neo4j-labs/llm-graph-builder#1403 · Filter by author prakriti-solankey opened on Nov 24, 2025
  1

• Unable to extract entities from image

  bug
  neo4j-labs/llm-graph-builder#1351 · Filter by author praveshkumar1988 opened on Jul 30, 2025
  

• Non English, Chinese documents processing Entity generation, and Ebilingual chat

  neo4j-labs/llm-graph-builder#1348 · Filter by author kparchure opened on Jul 10, 2025
  1

• Large Scale Data Processing Recommendations

  neo4j-labs/llm-graph-builder#1346 · Filter by author koolgax99 opened on Jul 3, 2025
  2

• backend and frontend not communicating

  bug
  neo4j-labs/llm-graph-builder#1345 · Filter by author sud-quantum opened on Jul 1, 2025
  2

• Agentic Retrieval

  neo4j-labs/llm-graph-builder#1328 · Filter by author jexp opened on Jun 23, 2025

• Explore Agentic KG construction

  neo4j-labs/llm-graph-builder#1327 · Filter by author jexp opened on Jun 23, 2025 · 0.10 New Milestone
  3

• Can the display of pictures in the document be supported

  neo4j-labs/llm-graph-builder#1325 · Filter by author neverlatetolearn0 opened on Jun 21, 2025
  1

  

• Add Containerized Chat/Retriever Deployment for Post-KG Usage

  neo4j-labs/llm-graph-builder#1324 · Filter by author sidagarwal04 opened on Jun 19, 2025
  3

• Private an openai API to support openwebui as a frontend

  neo4j-labs/llm-graph-builder#1322 · Filter by author dhermanns opened on Jun 16, 2025