Key Features of GPTCache:
- Semantic Key Matching: Unlike traditional caches that rely on exact key matches, GPTCache uses semantic-based key matching to improve cache hit rates.
- Multi-Modal Support: GPTCache is designed to handle multi-modal queries and responses (currently under active development).
- Cost and Time Savings: Reduce GPT-4 costs, and response times from seconds to milliseconds with cache hits.
- Knowledge Retrieval: Retrieve related knowledge from historical GPT-4 responses. So that you can regenerate new responses using a more affordable LLM service.
GPTCache is in its early stages, and we're actively seeking feedback from the community to make it better.
GitHub Repository: https://github.com/zilliztech/GPTCache
LangChain Semantic Cache Component: https://python.langchain.com/en/latest/modules/models/llms/e...