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Chunking Strategy
Recursive
Semantic
Semantic Chunking Model
all-MiniLM-L6-v2
paraphrase-MiniLM-L3-v2
all-mpnet-base-v2
multi-qa-MiniLM-L6-cos-v1
Vector Embedding Model
all-MiniLM-L6-v2
paraphrase-MiniLM-L3-v2
all-mpnet-base-v2
multi-qa-MiniLM-L6-cos-v1
Chunking VectorDB
FAISS (Fast)
ChromaDB (Persistent)
In-Memory (Simple)
LLM Model
DeepSeek R1
Kimi K2
GPT-3.5
Gemini Pro
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