Implement synonym expansion to improve retrieval recall for Markdown specs using nomic-embed-text-v1.5 + self-querying retriever.
Implement synonym expansion to improve retrieval recall for scanned PDFs with OCR artifacts using e5-mistral-7b-instruct + self-querying retriever.
Implement acronym normalization to improve retrieval recall for multilingual help center articles using voyage-code-3 + SPLADE sparse.
Implement acronym normalization to improve retrieval recall for scanned PDFs with OCR artifacts using stella_en_1.5B_v5 + dense (cosine similarity).
Implement acronym normalization to improve retrieval recall for Markdown specs using mxbai-embed-large + parent-document retriever.
Implement acronym normalization to improve retrieval recall for Slack exports using cohere-embed-v3 + SPLADE sparse.
Implement acronym normalization to improve retrieval recall for Confluence wikis using text-embedding-3-large + dense (cosine similarity).
Implement acronym normalization to improve retrieval recall for legal contracts using jina-embeddings-v3 + parent-document retriever.
Implement acronym normalization to improve retrieval recall for research papers using cohere-embed-multilingual-v3 + SPLADE sparse.
Implement acronym normalization to improve retrieval recall for API reference docs using text-embedding-3-small + dense (cosine similarity).
Implement acronym normalization to improve retrieval recall for customer interview transcripts using gte-large-en-v1.5 + parent-document retriever.
Implement acronym normalization to improve retrieval recall for financial filings (10-K/10-Q) using nomic-embed-text-v1.5 + SPLADE sparse.