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In-Cypher AI functions: embeddings and completions v1.0.0

Use this resource to generate embeddings or call an LLM directly inside Cypher

New

  • 494 downloads
  • 167 likes
  • 250 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install in-cypher-llm-functions

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent writes the ai.text.embed, embedBatch, completion, structuredCompletion, aggregateCompletion, chat, tokenCount and chunkByTokenLimit calls, and configures the OpenAI, Azure OpenAI, VertexAI or Bedrock providers. It notes that these functions require Cypher 25. You get Cypher queries that call models without Python code.

Mostly picked by

Updated November 2, 2026

Card for the “In-Cypher AI functions: embeddings and completions” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

Similar resources

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What you get

  • SKILL.md: ai.text.* functions, examples and prerequisites
  • references/providers.md: provider configuration

Good fit for

  • You want to compute embeddings during graph ingestion
  • You want pure-Cypher GraphRAG

Not for

    Tags

    • cypher
    • embeddings
    • llm
    • ai.text
    • neo4j

    About

    You say

    “Add an embedding to each Document node in my graph with ai.text.embedBatch.”

    Card for the “In-Cypher AI functions: embeddings and completions” skill

    Skill published by neo4j-contrib under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to generate embeddings or call an LLM directly inside Cypher
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • README.md1.9 KB
    • references/providers.md6.2 KB
    • SKILL.md12.2 KB

    Origin and licence

    Listed unmodified

    Author
    neo4j-contrib
    Source
    github.com/neo4j-contrib/neo4j-skills/tree/39247b9c4ab20062aefd1cfe83c040167ef9ee83/neo4j-genai-plugin-skill
    Licence
    MIT

    Notice

    « neo4j-genai-plugin-skill » (neo4j-contrib, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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