2 Releases published by 2 people

• 1.5.0 Neo4j GraphRAG Package for Python 1.5.0

  published Mar 6, 2025

• 1.6.0 Neo4j GraphRAG Package for Python 1.6.0

  published Mar 12, 2025

13 Pull requests merged by 8 people

• Adding support of multi-vector collection for Qdrant driver

  #312 merged Mar 31, 2025

• Prettify logs in retrievers and GraphRAG

  #313 merged Mar 31, 2025

• Expose schema enforcement via SimpleKGPipeline

  #315 merged Mar 25, 2025

• Expose context from the orchestrator to the components

  #301 merged Mar 20, 2025

• Upgrade Anthropic & clean ruff/mypy stuffs

  #302 merged Mar 12, 2025

• Add optional schema enforcement for KG builder as a validation layer after entity and relation extraction

  #296 merged Mar 12, 2025

• chore: Fallback to Qdrant point id

  #303 merged Mar 12, 2025

• fix: config loading after module reload

  #288 merged Mar 12, 2025

• Document how to use remote server with Ollama

  #276 merged Mar 12, 2025

• Update dependencies in pyproject.toml

  #298 merged Mar 11, 2025

• Update README with instructions how to install all extras

  #297 merged Mar 7, 2025

• Raise SearchQueryParseError when HybridRetriever and HybridCypherRetriever encounters invalid Lucene string

  #286 merged Mar 5, 2025

• Enhance tests around Orchestrator

  #293 merged Mar 4, 2025

5 Pull requests opened by 3 people

• Pipeline streaming

  #304 opened Mar 13, 2025

• Replace pygraphviz with neo4j-viz for graph visualization

  #306 opened Mar 14, 2025

• Add CypherRetriever for parameterized Cypher queries

  #307 opened Mar 14, 2025

• Add SpaCy Semantic match resolver for KG Builder

  #310 opened Mar 18, 2025

• Expose all components in SimpleKGPipeline init and config

  #314 opened Mar 20, 2025

9 Issues closed by 2 people

• Questions after using this package

  #305 closed Mar 31, 2025

• Object of type RagResultModel is not JSON serializable

  #318 closed Mar 31, 2025

• Getting an AttributeError: 'list' object has no attribute 'data'

  #309 closed Mar 18, 2025

• Openai Compatible API

  #250 closed Mar 12, 2025

• Ollama documentation needed for remote URL

  #274 closed Mar 12, 2025

• TypeError: Client.__init__() got an unexpected keyword argument 'proxies'

  #300 closed Mar 12, 2025

• Bump PyPdf version to >=5.1

  #292 closed Mar 12, 2025

• Matching between neo4j and qdrant ids fails

  #294 closed Mar 12, 2025

• No content in the function "get_search_results" Retriever class

  #299 closed Mar 11, 2025

6 Issues opened by 6 people

• 可以用部署的模型api吗？

  #317 opened Mar 29, 2025

• search function within GraphRAG class does not validate empty answers.

  #316 opened Mar 28, 2025

• SimpleKGPipeline different file chunk don't connect

  #308 opened Mar 17, 2025

• Rate limit error during knowledge graph construction

  #295 opened Mar 6, 2025

• Failed to create nodes

  #291 opened Mar 4, 2025

• Question: How to embedding entities and relations, not only Chunk

  #290 opened Mar 3, 2025

1 Unresolved conversation

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.

• Question: Any way to attach `PipelineResult.run_id` to the nodes and relationships that were touched by the SimpleKGPipeline run?

  #289 commented on Mar 31, 2025 • 0 new comments