Documentation improvement suggestion: embed-with-bgm-m3.md

[milvus-grammar-checker]

Document Path

grammar_test/embed-with-bgm-m3.md

Analysis Result

1. Issue: Inconsistent use of hyphenation
   Location: Line 7
   Original: "BGE M3"
   Suggestion: "BGE-M3"

2. Issue: Redundant sentence
   Location: Line 12
   Original: "To use this feature, FlagEmbedding must be installed."
   Suggestion: Remove this sentence as it is repeated in line 14.

3. Issue: Missing punctuation
   Location: Line 14
   Original: "To use this feature, install the necessary dependencies:"
   Suggestion: "To use this feature, install the necessary dependencies."

4. Issue: Missing instruction
   Location: Line 16
   Original: "Then, instantiate the BGEM3EmbeddingFunction:"
   Suggestion: "Then, instantiate the BGEM3EmbeddingFunction as follows:"

5. Issue: Missing punctuation
   Location: Line 24
   Original: "To create embeddings for documents, use the encode_documents() method:"
   Suggestion: "To create embeddings for documents, use the encode_documents() method."

6. Issue: Missing punctuation
   Location: Line 30
   Original: "To create embeddings for queries, use the encode_queries() method:"
   Suggestion: "To create embeddings for queries, use the encode_queries() method."

Please note that the feedback provided assumes that the missing code or instructions following the colons in the original text were intentionally omitted for this task. If they were not, additional feedback would be necessary to address the missing content.

Suggested Action

Please make corresponding modifications and optimizations to the documentation based on the above analysis results.