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Neo4j graph construction from unstructured data using LLMs

Results 211 llm-graph-builder issues
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Create X" entry in the select box but then still creates it, only selects. But in general you can through the editing process (double tab) so it's nice for entering...

Track LLM token used in 1. Extraction 2. Chatbot 3. Evaluation

enhancement

Create user account abstraction and then retrieve the information from that user-account (API) chunk limits readonly or not rate limit (calls per day / tokens per day) later graph schema...

enhancement

Instead of mimicking the streaming in UI we can use capability of streaming response from llm model providers

enhancement

We can use normal JSON format instead of form data if we use form data we need perform extra parsing to convert that to JSON which hinders the performance Ex:...

improvement

Hi, I am excited about trying out Neo4J's LLM Graph Builder, but need help and/or documentation on running it. I am using a clone of this repo from October 20....

The error occurs in the `langchain_experimental/graph_transformers/llm.py aprocess_response` function. How to fix it ? ``` ----- {'head': '作者', 'head_type': '相关人物', 'relation': {'涉及人物': {'描述': '与相关的人物角色有关'}}, 'tail': '研究成果', 'tail_type': '成果'} ----- 2025-02-24 17:26:41,801...

bug

Hello, I was hoping to use the tool to interact with my existing neo4j database. While I was able to connect and view my schema in the UI, I couldn't...

bug

Exposing `retrieve_documents` function through the backend API. This allows for external AI agent implementation to use this backend as middleware for GraphRAG.