Local CLaRa Agent
What it is
A local neuro-symbolic RAG agent that combines vector search (ChromaDB) and knowledge graphs (NetworkX) using Ollama and LangGraph. It features HyDE retrieval for improved semantic matching and a self-correcting web search fallback for when local knowledge is insufficient.
The problem it solves
Standard RAG pipelines often fail on complex relational queries and lack privacy guarantees due to cloud reliance.
What you could use it for
- Private, offline document Q&A using local LLMs
- Researching complex relationships between entities in documents
- Building a privacy-focused chatbot with web access fallback
Read the source ↗Back to the library →
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