Contextual Compression
by AaaS · open-source · Last verified 2026-03-01
Compresses retrieved documents by extracting only the most relevant passages relative to the query before injecting them into the LLM context. Reduces token usage while maintaining answer quality by eliminating irrelevant content from retrieved chunks.
https://aaas.blog/skill/contextual-compression ↗C+
C+—Average
Adoption: C+Quality: AFreshness: B+Citations: C+Engagement: F
Specifications
- License
- MIT
- Pricing
- open-source
- Capabilities
- passage-extraction, context-pruning, token-optimization, relevance-filtering
- Integrations
- langchain, llama-index
- Use Cases
- cost-optimization, long-document-qa, context-window-management, efficient-rag
- API Available
- No
- Difficulty
- advanced
- Prerequisites
- rag-retrieval, reranking
- Supported Agents
- claude-code
- Tags
- rag, compression, context-optimization, retrieval, efficiency
- Added
- 2026-03-17
- Completeness
- 100%
Index Score
51Adoption
55
Quality
80
Freshness
76
Citations
52
Engagement
0