MARKDOWN_SOURCE_DIR = "data/transformers/docs/source/en/" LANCEDB_DIRECTORY = "lancedb" LANCEDB_TABLE_NAME = "table" VECTOR_COLUMN_NAME = "embedding" TEXT_COLUMN_NAME = "text" DOCUMENT_PATH_COLUMN_NAME = "document_path" CHUNK_POLICY = "md" # CHUNK_POLICY = "txt" EMBED_NAME = "sentence-transformers/all-MiniLM-L6-v2" # EMBED_NAME = "text-embedding-ada-002" TOP_K_RANK = 50 TOP_K_RERANK = 5 emb_sizes = { "sentence-transformers/all-MiniLM-L6-v2": 384, "thenlper/gte-large": 1024, "text-embedding-ada-002": 1536, } thresh_distances = { "sentence-transformers/all-MiniLM-L6-v2": 1.2, "text-embedding-ada-002": 0.5, } context_lengths = { "mistralai/Mistral-7B-Instruct-v0.1": 4096, "tiiuae/falcon-180B-chat": 2048, "GeneZC/MiniChat-3B": 4096, "gpt-3.5-turbo": 4096, "sentence-transformers/all-MiniLM-L6-v2": 128, "thenlper/gte-large": 512, "text-embedding-ada-002": 1000, # actual context length is 8191, but it's too much }