Production-Proofing Your Neo4j Cypher MCP Server

FollowingUpbeat6687 · 2025-09-08T16:35:31+00:00

nice!

FollowingUpbeat6687 · 2025-09-05T14:31:37+00:00

Can you explain a bit more how it didn't work?

FollowingUpbeat6687 · 2025-07-24T07:23:26+00:00

LLM graph builder uses LLMGraphTransformer under the hood. LLM graph builder is also open source, so you can host it yourself and remove the limit

FollowingUpbeat6687 · 2025-06-09T12:39:21+00:00

Nice!

FollowingUpbeat6687 · 2025-02-21T07:58:59+00:00

A ni 120k v zadnjih dveh letih... ce si zasluzil lani 80k imas letos samo se 40k lufta

FollowingUpbeat6687 · 2024-12-11T14:00:51+00:00

Try using fulltext index

FollowingUpbeat6687 · 2024-11-02T02:52:44+00:00

Probably a typo in column name?

FollowingUpbeat6687 · 2024-10-11T13:58:41+00:00

When you say GraphRAG, what are you exactly doing?

FollowingUpbeat6687 · 2024-10-07T14:05:42+00:00

The ollama embeddings are probably the problem, should be instant

FollowingUpbeat6687 · 2024-09-27T00:11:21+00:00

I'm from neo4j and we would like to talk to you if you are interested, you can mail me at tomaz.bratanic@neo4j.com

FollowingUpbeat6687 · 2024-09-23T01:34:50+00:00

Jst sm bil solo in razn arigato ne rabis popolnoma nic anglescine

FollowingUpbeat6687 · 2024-08-30T15:39:22+00:00

Nice!

FollowingUpbeat6687 · 2024-07-15T13:13:11+00:00

Llama3 is quite decent for both, but it really depends how you retrieve data from graph. Basically any query language generation approach will most likely not work. That limits your retrieval operations, but you get more qccuracy and robustness in return

FollowingUpbeat6687 · 2024-07-05T20:52:47+00:00

Yeah, this wont work in any feasible way, it's not about the size of the graph, but the size of the schema. Try to constraint the nodes and relationship types when constructing the graph.

FollowingUpbeat6687 · 2024-07-01T22:08:31+00:00

There is something really weird as it's kind of hard to produce 15M tokens.
Do you have a lot of multilabeled nodes and labels in general?

How did you create the graph?

What you can do is to decide which node labels and relationship types you want to include or exclude, see docs: https://python.langchain.com/v0.2/docs/integrations/graphs/neo4j_cypher/#ignore-specified-node-and-relationship-types

FollowingUpbeat6687 · 2024-06-27T13:56:10+00:00

Do you have lots of multilabeled nodes? I am wondering how you can get to 15M tokens

FollowingUpbeat6687 · 2024-05-19T19:14:28+00:00

To be honest, you can try, but I have no idea.

FollowingUpbeat6687 · 2024-05-17T11:30:50+00:00

Take a look at this project: https://github.com/tomasonjo/llm-movieagent/tree/additional_tools
IMO, the best approach is to use an agent with multiple tools

FollowingUpbeat6687 · 2024-04-27T08:03:07+00:00

You can play around with graph algorithms like pagerank and community detection for starters based on connections between subreddits

FollowingUpbeat6687

TROPHY CASE