add GraphRAG-SDK

[gkorland]

Summary by CodeRabbit

• Documentation

  • Improved clarity of introductory text
  • Added description of GraphRAG support to primary features section

• New Features

  • Introduced support for GraphRAG SDK for advanced graph reasoning and generative AI tasks

[coderabbitai]

Walkthrough

The pull request introduces modifications to the index.md file for FalkorDB, focusing on improving the documentation's clarity and expanding the description of the database's features. The changes include a minor rephrasing of an existing sentence and the addition of a new feature highlight for GraphRAG support, which demonstrates the database's advanced graph reasoning and generative AI capabilities.

Changes

File	Change Summary
index.md	- Rephrased sentence structure for improved clarity - Added new feature highlighting GraphRAG SDK support

Poem

🐰 A Rabbit's Ode to FalkorDB's Glow

Graphs dancing with AI's bright spark,
GraphRAG leaps from the database's mark,
Sentences polished, features unfurled,
A database magic, a technological world!
Hop, hop, knowledge takes flight! 🚀

---

📜 Recent review details

Configuration used: CodeRabbit UI
Review profile: CHILL
Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between a9db97e and bf24889.

📒 Files selected for processing (1)

• index.md (2 hunks)

🔇 Additional comments (2)

index.md (2)

16-16: LGTM! Improved sentence structure.

The rephrasing enhances readability by adding proper capitalization and punctuation.

---

25-25: Verify the GraphRAG SDK link and consider expanding documentation.

While the addition aligns with the PR objective, let's verify the SDK link and consider enhancing the documentation:

1. The SDK link should be verified
2. Consider adding a dedicated section or documentation page about GraphRAG integration, given it's a significant feature for AI tasks

Consider adding:

• A dedicated documentation page explaining GraphRAG integration
• Example use cases
• Integration guidelines
• Performance considerations
  Would you like me to help create this additional documentation?

✅ Verification successful

Let's check the content of the GraphRAG documentation to ensure it's properly documented before making a final decision.

---

GraphRAG SDK link is valid and documentation exists

The verification shows that:

1. The GraphRAG SDK repository exists, is public, and the link is valid
2. GraphRAG is documented in both index.md and llm_support.md
3. The documentation in llm_support.md provides a clear description of the SDK's purpose: "Facilitate the creation of graph-based Retrieval-Augmented Generation (RAG), seamless integration with OpenAI to enable advanced data querying and knowledge graph construction"

The feature is appropriately placed in the primary features list and has dedicated coverage in the LLM frameworks support section, providing sufficient documentation for users to get started.

🏁 Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Verify the GraphRAG SDK repository exists and is public

# Check if the GraphRAG SDK repository exists and is accessible
gh repo view FalkorDB/GraphRAG-SDK --json name,description,isPrivate,url

# Look for any existing GraphRAG documentation
fd -e md -e mdx . | xargs rg -l "GraphRAG"

Length of output: 430

---

Script:

#!/bin/bash
# Check content of files mentioning GraphRAG
echo "=== Content of llm_support.md ==="
cat llm_support.md

echo -e "\n=== Content of index.md ==="
cat index.md

Length of output: 8524

---

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