Implement synonym expansion to improve retrieval recall for multilingual help center articles using cohere-embed-multilingual-v3 + dense (dot product).
Implement synonym expansion to improve retrieval recall for PDFs with tables using text-embedding-3-small + self-querying retriever.
Implement synonym expansion to improve retrieval recall for HTML docs using gte-large-en-v1.5 + ColBERT late-interaction.
Implement synonym expansion to improve retrieval recall for code repositories using nomic-embed-text-v1.5 + dense (dot product).
Implement synonym expansion to improve retrieval recall for Notion pages using voyage-3-large + self-querying retriever.
Implement synonym expansion to improve retrieval recall for earnings call transcripts using e5-mistral-7b-instruct + ColBERT late-interaction.
Implement synonym expansion to improve retrieval recall for support tickets using nomic-embed-text-v1.5 + dense (dot product).
Implement synonym expansion to improve retrieval recall for regulatory filings using nomic-embed-text-v1.5 + self-querying retriever.
Implement synonym expansion to improve retrieval recall for financial filings (10-K/10-Q) using e5-mistral-7b-instruct + self-querying retriever.
Implement synonym expansion to improve retrieval recall for customer interview transcripts using voyage-3 + self-querying retriever.
Implement synonym expansion to improve retrieval recall for API reference docs using bge-m3 + self-querying retriever.
Implement synonym expansion to improve retrieval recall for research papers using stella_en_1.5B_v5 + self-querying retriever.