Add HybridRAG as a new application in the GenAIExamples

[jeanyu-habana]

Description

Enterprise AI systems require solutions that handle both structured data (databases, transactions, CSVs, JSON) and unstructured data (documents, images, audio). While traditional VectorRAG excels at semantic search across documents, it struggles with complex queries requiring global context or relationship-aware reasoning. HybridRAG application addresses these gaps by combining GraphRAG (knowledge graph-based retrieval) and VectorRAG (vector database retrieval) for enhanced accuracy and contextual relevance.

Issues

n/a

Type of change

List the type of change like below. Please delete options that are not relevant.

• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds new functionality)
• Breaking change (fix or feature that would break existing design and interface)
• Others (enhancement, documentation, validation, etc.)

Dependencies

n/a

Tests

tested each components as well as the overall application.

[github-actions]

Dependency Review

The following issues were found:

• ✅ 0 vulnerable package(s)
• ✅ 0 package(s) with incompatible licenses
• ✅ 0 package(s) with invalid SPDX license definitions
• ⚠️ 1 package(s) with unknown licenses.

See the Details below.

License Issues

HybridRAG/ui/svelte/package.json

Package	Version	License	Issue Type
lodash	^4.17.21	Null	Unknown License

Scanned Files

• HybridRAG/ui/svelte/package.json

[rbrugaro]

this default pre-seeding refers to https://github.com/opea-project/GenAIComps/blob/d5db8826a2fea34bc6440bed53f45c9a5ac29e23/comps/text2cypher/src/integrations/cypher_utils.py#L20 ? or specific to this demo somewhere else?

[jeanyu-habana]

the test about pre-seeding is the part of the text2cypher, so yes it's here: https://github.com/opea-project/GenAIComps/blob/d5db8826a2fea34bc6440bed53f45c9a5ac29e23/comps/text2cypher/src/integrations/cypher_utils.py#L20

[siddhivelankar23]

Dependency Review

The following issues were found:

• ✅ 0 vulnerable package(s)
• ✅ 0 package(s) with incompatible licenses
• ✅ 0 package(s) with invalid SPDX license definitions
• ⚠️ 1 package(s) with unknown licenses.

See the Details below.

License Issues

HybridRAG/ui/svelte/package.json

Package Version License Issue Type
lodash ^4.17.21 Null Unknown License

Scanned Files

• HybridRAG/ui/svelte/package.json

Not sure why lodash is throwing a package dependency issue since it's being used the same way in every other ui under GenAIExamples. @chensuyue @lvliang-intel please let us know your input.

[chensuyue]

Dependency Review

The following issues were found:

• ✅ 0 vulnerable package(s)
• ✅ 0 package(s) with incompatible licenses
• ✅ 0 package(s) with invalid SPDX license definitions
• ⚠️ 1 package(s) with unknown licenses.

See the Details below.

License Issues

HybridRAG/ui/svelte/package.json

Package Version License Issue Type
lodash ^4.17.21 Null Unknown License

Scanned Files

• HybridRAG/ui/svelte/package.json

Not sure why lodash is throwing a package dependency issue since it's being used the same way in every other ui under GenAIExamples. @chensuyue @lvliang-intel please let us know your input.

The license is available, https://www.npmjs.com/package/lodash, the tool should be wrong. So please ignore this issue.