Santosh Bhavani
db1e7760f6
feat(component): add compact LLM selector component
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- Create LLMSelectorCompact component for model selection
- Support Ollama and NVIDIA models
- Load available models from localStorage
- Persist selected model and dispatch selection events
- Compact design suitable for inline placement
2025-10-19 19:57:14 -07:00
Santosh Bhavani
156bfb2e8d
feat(api): update metrics route for multi-database support
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- Update metrics endpoint to use getGraphDbService utility
- Support both ArangoDB and Neo4j database types
- Initialize graph database based on selected type
- Retrieve graph stats from the active database
2025-10-19 19:57:13 -07:00
Santosh Bhavani
a082a8a737
feat(backend): implement LLM-enhanced query method
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- Add queryWithLLM method to BackendService
- Retrieves top K triples from graph and uses LLM to generate answers
- Supports configurable LLM model and provider selection
- Uses research-backed prompt structure for KG-enhanced RAG
- Includes fallback handling for LLM errors
2025-10-19 19:57:12 -07:00
Santosh Bhavani
d842dc996a
feat(api): add LLM-enhanced graph query endpoint
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- Create new /api/graph-query-llm endpoint for graph search + LLM generation
- Retrieves triples using graph search and generates answers using LLM
- Supports both traditional and vector-based graph search
- Makes traditional graph search comparable to RAG for benchmarking
2025-10-19 19:57:11 -07:00
Santosh Bhavani
8c1d2ae9f3
feat(docker): add vector search services and GPU configuration
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- Add optional Pinecone and sentence-transformers services for vector search
- Configure NVIDIA GPU support with proper environment variables
- Add new environment variables for embeddings and Pinecone
- Add docker compose profiles to optionally enable vector-search
- Improve CUDA configuration for Ollama service
- Add pinecone-net network for service communication
2025-10-19 19:56:55 -07:00
Santosh Bhavani
9dc734eee5
Add NVIDIA_API_KEY support and update ollama to v0.12.6
2025-10-19 14:52:24 -05:00
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