Implement step-back prompting to improve retrieval recall for Confluence wikis using cohere-embed-v3 + parent-document retriever.
Implement step-back prompting to improve retrieval recall for Slack exports using jina-embeddings-v3 + parent-document retriever.
Implement step-back prompting to improve retrieval recall for Markdown specs using text-embedding-3-small + parent-document retriever.
Implement step-back prompting to improve retrieval recall for scanned PDFs with OCR artifacts using nomic-embed-text-v1.5 + parent-document retriever.
Implement step-back prompting to improve retrieval recall for multilingual help center articles using e5-mistral-7b-instruct + parent-document retriever.
Implement step-back prompting to improve retrieval recall for product manuals using voyage-3 + parent-document retriever.
Implement step-back prompting to improve retrieval recall for medical records using bge-m3 + parent-document retriever.
Implement step-back prompting to improve retrieval recall for Jira tickets using stella_en_1.5B_v5 + parent-document retriever.
Implement query decomposition to improve retrieval recall for product manuals using cohere-embed-v3 + dense (cosine similarity).
Implement query decomposition to improve retrieval recall for multilingual help center articles using text-embedding-3-large + parent-document retriever.
Implement query decomposition to improve retrieval recall for scanned PDFs with OCR artifacts using jina-embeddings-v3 + SPLADE sparse.
Implement query decomposition to improve retrieval recall for Markdown specs using cohere-embed-multilingual-v3 + dense (cosine similarity).