Скачать или смотреть Development of Hadoop - Amr Awadallah Sit Down with Data Science Dojo - 3 of 16

Raja Iqbal sits down with Amr Awadallah, a visionary who has played a key role in shaping the world of technology. From his early days at Microsoft to his leadership roles at VMware and Vectara, Awadallah has been a driving force behind groundbreaking innovations in data, cloud computing, and artificial intelligence.

** Introduction to Vectara **

Vectara is a platform for building GenAI applications. It provides an easy-to-use API for document indexing and querying that is managed by Vectara and is optimized for performance and accuracy.

** Try Vectara **

Start your Account at vectara.com. Or visit:

https://console.vectara.com/signup

*Deep Dive into Mockingbird*
https://vectara.com/blog/mockingbird-...

** Hughes Hallucination Evaluation Model (HHEM) **

(3/26/2024 Release!) - Vectara now includes a Factual Consistency Score (FCS) to evaluate Hallucinations:

https://vectara.com/blog/automating-h...

Technical Deep Dive of the HHEM:
https://vectara.com/blog/cut-the-bull...

Measuring Hallucinations in RAG Systems (layperson HHEM intro):
https://vectara.com/blog/measuring-ha...

Get the HHEM Open Source code from GitHub
https://github.com/vectara/hallucinat...

Setting up Your Own HEM Leaderboard
https://huggingface.co/blog/leaderboa...

** Try HHEM **

Vectara has not only focused on retrieval but on mitigating hallucinations in LLMs, the leading risk factor preventing companies from adopting this monumental technology. As such, Vectara has developed an open-source model for evaluating hallucinations in LLMs, called the HHEM, and has also developed a complementary leaderboard that lists the top LLMs and ranks their proclivity for hallucinating. The Hughes Hallucination Evaluation Model (HHEM) is available as an open-source model on Huggingface:

https://huggingface.co/vectara/halluc...

See the HHEM Leaderboard:
https://huggingface.co/spaces/vectara...

*Vectara Use-Cases*
https://docs.vectara.com/docs/use-cas...

*Vectara x Incorta Nexus*
https://vectara.com/blog/power-precis...

Check out this article for more insight into integrating Vectara into LangChain!
https://blog.langchain.dev/langchain-...

** DEVELOPER Resources **

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Read our API documentation
https://docs.vectara.com/

Join the Vectara Developer Community
https://discuss.vectara.com/

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