2 Pull requests merged by 1 person

• Update docs for 2.0+

  #1984 merged Jun 23, 2025

• Pipeline registration

  #1940 merged Jun 12, 2025

4 Pull requests opened by 4 people

• Dev

  #1969 opened Jun 7, 2025

• fix: make fnllm utils fork-safe for Celery workers

  #1975 opened Jun 11, 2025

• fix: small-corpus path

  #1986 opened Jun 25, 2025

• Fix LanceDB db_uri validation check

  #1991 opened Jun 29, 2025

32 Issues closed by 4 people

• [Feature Request]: Feature to Combine 2 graphs into 1

  #1962 closed Jul 7, 2025

• [Issue]: <title> Low Retrieval Performance in local_search for Factual Question-Answering Tasks

  #1980 closed Jun 30, 2025

• [Bug]: Drift method doesn't work from command line.

  #1970 closed Jun 25, 2025

• [Feature Request]: <title>When can we finally see LazyGraphRAG? The anticipation is killing me! 🥺

  #1740 closed Jun 23, 2025

• [Feature Request]: Indexing cost

  #1153 closed Jun 23, 2025

• [Feature Request]: Unable to read the created vector database, it needs to rebuild the collection every time.

  #1048 closed Jun 23, 2025

• [Feature Request]: Implement Query-Engine.log similar to index-engine.log

  #995 closed Jun 23, 2025

• Provide an option to fail fast when LLM calls timeout or are exhausted

  #130 closed Jun 23, 2025

• Implement non-destructive Entity Resolution

  #113 closed Jun 23, 2025

• Add LLM Telemetry Configuration

  #107 closed Jun 23, 2025

• How accurate is the conversion of text content into knowledge graphs based on large models?

  #449 closed Jun 23, 2025

• Update error message when TPM thresholds have been met

  #86 closed Jun 23, 2025

• Use os.linesep in CLI, logging code

  #169 closed Jun 23, 2025

• Add option to generate UMAP embeddings in 3D

  #112 closed Jun 23, 2025

• PII Redaction Phase

  #114 closed Jun 23, 2025

• Expand CSV Parsing Options

  #106 closed Jun 23, 2025

• Prompt Gym

  #151 closed Jun 23, 2025

• UniversalNER strategy for Entity Extraction

  #111 closed Jun 23, 2025

• [Feature Request]: Request to Include Pair-wise Evaluation Prompts for Metrics Mentioned in the Paper

  #1475 closed Jun 23, 2025

• [Issue]: Cannot read CSV file！！！

  #1580 closed Jun 23, 2025

• [Issue]: <title> When running graphrag index --root ./ragtest, it was observed that logs/log.json does not refresh its results over time.

  #1648 closed Jun 23, 2025

• [Feature Request]: Access the GraphRAG prompts

  #1727 closed Jun 23, 2025

• [Feature Request]: <title>There is no tutorial instruction for using lazygraphrag

  #1935 closed Jun 23, 2025

• [Feature Request]: Graphrag Update Enhancement: Support for deleted and edited input files

  #1972 closed Jun 23, 2025

• [Bug]: index update does not process deleted documents

  #1613 closed Jun 23, 2025

• [Bug]: <title>❌ LLM configuration error detected. Exiting... Connection error.

  #1977 closed Jun 23, 2025

• [Documentation]: add documentation for `vector_store`

  #690 closed Jun 23, 2025

• [Issue]: docs/prompt_tuning/manual_prompt_tuning.md 链接更新

  #1906 closed Jun 23, 2025

• [BUG] Broken link in GraphRAG documentation for Entity/Relationship Extraction prompt source

  #1949 closed Jun 23, 2025

• [Bug]: <title>Why is there no support for using the local embedding model?

  #1978 closed Jun 23, 2025

• [Bug]: skip_workflows not working

  #1982 closed Jun 23, 2025

• [Bug]: <title> LLM response is extremely slow

  #1968 closed Jun 9, 2025

7 Issues opened by 6 people

• Duplicate "goal" descriptions in several prompt files

  #1992 opened Jul 2, 2025

• [Feature Request]: Identification of the relevant source material

  #1988 opened Jun 25, 2025

• [Issue]: error running workflow create_community_reports

  #1985 opened Jun 24, 2025

• [Bug]: ValueError: Columns must be same length as key

  #1983 opened Jun 23, 2025

• [Feature Request]: Acronyms lead to hallusinations

  #1979 opened Jun 16, 2025

• [Issue]: <title> Configuration Error with o3 - 'max_tokens' expected an unsupported value, but got null instead

  #1976 opened Jun 12, 2025

• [Bug]: RuntimeError: threads can only be started once - Celery worker compatibility issue in fnllm utils

  #1974 opened Jun 11, 2025

12 Unresolved conversations

Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.

• [Bug] Auto Prompt Tuning - Where is entity_extraction.txt?

  #1921 commented on Jun 10, 2025 • 0 new comments

• Scalability

  #1963 commented on Jun 10, 2025 • 0 new comments

• [Feature Request]: Add Azure CLI credentials as an option

  #1882 commented on Jun 11, 2025 • 0 new comments

• [Bug]: concurrent_requests 25 has no efftect in graphrag since use fnllm with vllm/sglang

  #1633 commented on Jun 16, 2025 • 0 new comments

• [Bug]: <title>'sources' ids in DRIFT SearchResult.context_data are misnumbered or hallucinated

  #1871 commented on Jun 16, 2025 • 0 new comments

• [Issue]: ValueError: Cannot take a larger sample than population when 'replace=False'

  #1965 commented on Jun 24, 2025 • 0 new comments

• Incremental indexing (adding new content)

  #741 commented on Jun 25, 2025 • 0 new comments

• [Issue]: KeyError: "title" when generating community reports using build_index()

  #1900 commented on Jun 27, 2025 • 0 new comments

• When will LazyGraphRAG arrive?

  #1512 commented on Jul 4, 2025 • 0 new comments

• Feature - MinIO Storage Connector (AWS + Azure)

  #997 commented on Jul 4, 2025 • 0 new comments

• Add LLM Token and Cost Estimation Pre-check Before Indexing

  #1917 commented on Jun 29, 2025 • 0 new comments

• Improve internal logging functionality by using Python's standard logging module

  #1956 commented on Jun 23, 2025 • 0 new comments