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* implement redis cache mode, if redis_url is set in the llm_config then it will try to use this. also adds a test to validate both the existing and the redis cache behavior. * PR feedback, add unit tests * more PR feedback, move the new style cache to a context manager * Update agent_chat.md * more PR feedback, remove tests from contrib and have them run with the normal jobs * doc * updated * Update website/docs/Use-Cases/agent_chat.md Co-authored-by: Chi Wang <wang.chi@microsoft.com> * update docs * update docs; let openaiwrapper to use cache object * typo * Update website/docs/Use-Cases/enhanced_inference.md Co-authored-by: Chi Wang <wang.chi@microsoft.com> * save previous client cache and reset it after send/a_send * a_run_chat --------- Co-authored-by: Vijay Ramesh <vijay@regrello.com> Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com> Co-authored-by: Chi Wang <wang.chi@microsoft.com>