Show HN: GraphRAG SDK 0.4.0: Simplify RAG with Graph Databases

#1

Post by gkorland » Mon, Dec 23, 2024, 6:18 PM UTC

Show HN: GraphRAG SDK 0.4.0: Simplify RAG with Graph Databases
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Re: Show HN: GraphRAG SDK 0.4.0: Simplify RAG with Graph Databases

#2

Post by gkorland » Mon, Dec 23, 2024, 6:21 PM UTC

We're excited about this version which add support for LiteLLM https://github.com/BerriAI/litellm.

With LiteLLM the application can easily switch between different models to pick to most optimized model for Knowledge Graph generation and Knowledge Retrieval.

Re: Show HN: GraphRAG SDK 0.4.0: Simplify RAG with Graph Databases

#3

Post by danshalev7 » Mon, Dec 23, 2024, 6:30 PM UTC

gkorland wrote: post #2

We're excited about this version which add support for LiteLLM https://github.com/BerriAI/litellm . With LiteLLM the application can easily switch between different models to pick to most optimized model for Knowledge Graph generation and Knowledge Retrieval.

Nice, which other models does this support?

Re: Show HN: GraphRAG SDK 0.4.0: Simplify RAG with Graph Databases

#4

Post by gkorland » Mon, Dec 23, 2024, 6:36 PM UTC

danshalev7 wrote: post #3

gkorland wrote: post #2

We're excited about this version which add support for LiteLLM https://github.com/BerriAI/litellm . With LiteLLM the application can easily switch between different models to pick to most optimized model for Knowledge Graph generation and Knowledge Retrieval.

Nice, which other models does this support?

It practically supports every models out there, LiteLLM supports over 100 large language model services, including OpenAI, Claude, Gemini, WatsonsX, Mistral, Azure OpenAI, Sagemaker....