neo4j / neo4j/neo4j-graphrag-python

2.0 release

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Dominant language
Python
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Merged PRs (30d)
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Description

We are working on a 2.0 release that will contain the following improvements and breaking changes:

Improvements

  • Improved pipeline for KG builder (better performances)
  • KG builder pipeline and components production-ready (not in experimental namespace anymore)

Breaking changes

  • Legacy Pipeline object will be removed
  • Pipeline from config won't be available in 2.0 - can be reintroduced later if there is interest in this feature
  • Legacy LLMInterface will be removed in favor of the LLMInterfaceV2
  • VertexAILLM and VertexAIEmbeddings will be removed as they rely on a deprecated library. Use GeminiLLM and GeminiEmbeddings instead.
  • Remove id from the GraphRAG search method
  • Switch return_context default value to True

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

No files or tests are named. Start by locating the legacy Pipeline and LLMInterface implementations, VertexAILLM and VertexAIEmbeddings, and the GraphRAG search method; then review their callers and release checks. Done means all listed 2.0 removals, replacements, default changes, and API changes are implemented and verified.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
ai, release
Issue type
Refactor
Difficulty
5/5
Estimated time
Over a week
Activity status
Quiet
Clarity
Needs clarification
Newbie friendliness
25/100

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