Update README.md (#184)

Author: eyurtsev

README.md

@@ -31,6 +31,20 @@ Read some of the articles about benchmarking results on our blog.
 * Rag on Tables: https://blog.langchain.dev/benchmarking-rag-on-tables/
 * Q&A over CSV data: https://blog.langchain.dev/benchmarking-question-answering-over-csv-data/
 
+
+## Results
+
+Tool Usage as of 2024-04-18. See documentation to re-generate.
+
+![download](https://github.com/langchain-ai/langchain-benchmarks/assets/3205522/0da33de8-e03f-49cf-bd48-e9ff945828a9)
+
+Explore Agent Traces on LangSmith:
+
+Relational Data: https://smith.langchain.com/public/22721064-dcf6-4e42-be65-e7c46e6835e7/d
+Tool Usage (1-tool): https://smith.langchain.com/public/ac23cb40-e392-471f-b129-a893a77b6f62/d
+Tool Usage (26-tools): https://smith.langchain.com/public/366bddca-62b3-4b6e-849b-a478abab73db/d
+Mutiverse Math: https://smith.langchain.com/public/983faff2-54b9-4875-9bf2-c16913e7d489/d
+
 ## Installation
 
 To install the packages, run the following command: