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Added serious RAG capabilties

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Renn F
2025-12-30 02:35:58 +01:00
parent 5315e9c72d
commit 0a5988a18f
18 changed files with 2294 additions and 218 deletions
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roboco/config.py
+15 -5
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@@ -123,7 +123,7 @@ class Settings(BaseSettings):
rag_chunk_strategy: str = Field(
default="fixed",
pattern="^(fixed|semantic|hierarchical|contextual)$",
description="Chunking strategy (fixed recommended - semantic loads separate model)",
description="Chunking strategy (fixed recommended, semantic loads extra model)",
)
rag_chunk_size: int = Field(default=512, ge=100)
rag_chunk_size_docs: int = Field(
@@ -163,14 +163,24 @@ class Settings(BaseSettings):
openai_api_key: str | None = None # For embeddings
# Default models
default_llm_model: str = "claude-3-opus-20240229"
default_llm_model: str = "claude-opus-4-5-20251101"
default_embedding_model: str = Field(
default="nomic-ai/nomic-embed-text-v1.5",
description="HuggingFace model for local or OpenAI name with API key",
default="BAAI/bge-base-en-v1.5",
description="Embedding model",
)
embedding_dimensions: int = Field(
default=768,
description="Embedding dimensions (768 for nomic-embed, BGE-base)",
description="Embedding dimensions (768 for BGE-base)",
)
# Local LLM for RAG (HyDE, reranking, etc.)
local_llm_model: str = Field(
default="qwen3:8b",
description="Local LLM model for HyDE and RAG operations",
)
local_llm_base_url: str = Field(
default="http://192.168.50.111:11434/v1",
description="Base URL for local LLM (Ollama)",
)
# ==========================================================================