Add TCB 60 about gen ai functions

_episodes/60.md

@@ -0,0 +1,163 @@
+---
+layout: episode
+title: "60: Trino calling AI"
+date: 2024-05-22
+tags: trino
+youtube_id: "iAMOkhkg44A"
+wistia_id: "l9eu7zapfb"
+sections:
+- title: "Welcome"
+  time: 0:00
+- title: Trino releases
+  desc: Trino 446, 447, and 448
+  time: 1:44
+- title: Trino Gateway 8 and 9
+  time: 5:20
+- title: Jan Was a subproject maintainer
+  time: 7:39
+- title: Cole's recaptures Iceberg Summit
+  time: 8:39
+- title: Introduction of Isa Inalcik and BestSecret
+  time: 12:17
+- title: Trino at BestSecret and Trino functions
+  time: 14:12
+- title: LLM use cases
+  time: 15:43
+- title: Trino Fest news
+  time: 57:19
+---
+
+## Hosts
+
+* [Manfred Moser](https://www.linkedin.com/in/manfredmoser), Director of Trino
+  Community Leadership at [Starburst](https://starburst.io),
+  ([@simpligility](https://twitter.com/simpligility))
+* [Cole Bowden](https://www.linkedin.com/in/cole-m-bowden), Developer Advocate
+  at [Starburst](https://starburst.io)
+
+## Guest
+
+* [Isa Inalcik](https://www.linkedin.com/in/isainalcik/), Principal Data
+  Engineer at [BestSecret Group](https://bestsecret.com/)
+
+## Releases and news
+
+[Trino 446](https://trino.io/docs/current/release/release-446.html)
+
+* Add support for the Snowflake catalog in the Iceberg connector.
+* Add support for reading S3 objects restored from Glacier storage in Hive
+  connector.
+* Add support for unsupported type handling configuration in the Snowflake
+  connector.
+
+[Trino 447](https://trino.io/docs/current/release/release-447.html)
+
+* Add support for `SHOW CREATE FUNCTION`.
+* Require Java 22.
+* Add support for concurrent `DELETE` and `TRUNCATE` in the Delta Lake
+  connector.
+* Remove support for Phoenix 5.1.x and earlier.
+
+[Trino 448](https://trino.io/docs/current/release/release-448.html)
+
+* Improve performance of reading from Parquet files.
+* Add support for caching Glue metadata with the update to use the V2 REST
+  interface.
+
+[Trino Gateway 8 and 9](https://trinodb.github.io/trino-gateway/release-notes/)
+
+* Add support support for configurable router policies with two new policies available.
+* Add a Helm chart for deployment.
+* Add new website.
+
+We also had a new Trino Helm chart release 0.20.0.
+
+[Jan Waś](https://github.com/nineinchnick) is now also
+[subproject maintainer](https://trino.io/development/roles#subproject-maintainers) of the
+[go client](https://github.com/trinodb/trino-go-client) and the
+[Helm charts](https://github.com/trinodb/charts).
+
+## Impressions from the Iceberg Summit
+
+Last week, Cole attended the [Iceberg Summit](https://iceberg-summit.org/) with
+a special Trino perspective, and we chat about his impressions and major
+take-aways.
+
+## Guest Isa Inalcik from BestSecret
+
+Isa is a highly skilled data expert with over a decade of hands-on experience in
+software development lifecycle. He is well versed with many data tools including
+Trino/Starburst Enterprise Platform, Snowflake, Airflow, Apache Spark, Hive,
+Apache Iceberg, dbt, and others.
+
+## Trino at BestSecret
+
+At BestSecret, a leading online retailer for fashion and lifestyle in Europe,
+Isa spearheads the development of efficient and resilient ELT/ETL pipelines and
+the implementation of data and AI-driven solutions. We chat in more details
+about their setup and use cases, his solutions, and challenges he is facing.
+
+## Generative AI interest and use cases
+
+Isa has been following the waves of interest in AI and sees the following use
+cases related to data and Trino:
+
+* Media (Audio,Video,Image): Extract information out of images.
+* Object categorization: Categorize objects on images, videos.
+* Data masking: For anonymizing sensitive data from unstructured text.
+* Data extraction: To pull structured information from unstructured text.
+* Sentiment analysis: For gauging the sentiment of textual data.
+* Language detection or translation: For language detection or translating.
+* Summarization: To generate concise summaries from lengthy texts.
+
+This inspired him to try an integration of the new emerging LLMs with Trino.
+
+## Trino SPI
+
+Trino uses a service provider interface (SPI) to allow developers to create
+plugins for features such as connectors, security integrations and custom
+functions. This is crucial for business to implement required functionality and
+enabled Isa to work on a plugin to support custom functions that call LLMs.
+
+The OpenAI API specification also allowed him to create one function that can be
+used with different LLM backends.
+
+## Proof of concept and demo
+
+We look at the concept and implementation that Isa developed with the following
+architecture:
+
+<img src="{{site.baseurl}}/assets/episode/60/trino-ai-architecture.png"/>
+
+The [trino-ai repository](https://github.com/alaturqua/trino-ai) contains source
+code and more details as mentioned in his post on
+[LinkedIn](https://www.linkedin.com/posts/isainalcik_trino-trino-llama3-activity-7187411736587587584-e2WW/).
+
+## Other resources
+
+* Post from Isa: [Maximize Performance: The Secret to Scaling Trino Clusters with KEDA](https://www.linkedin.com/pulse/maximize-performance-secret-scaling-trino-clusters-isa-inalcik-ffo5e/)
+* Post from Isa: [Enhancing Security and Observability in Trino with Open Policy Agent and OpenTelemetry](https://www.linkedin.com/pulse/enhancing-security-observability-trino-open-policy-agent-isa-inalcik-zhl9e)
+
+## Rounding out
+
+Trino Fest news:
+
+* [Finalized speaker lineup announced]({% post_url 2024-05-08-trino-fest-lineup-finalized %})
+* [Register for event and hotel now](https://www.starburst.io/info/trino-fest-2024/?utm_medium=trino&utm_source=website&utm_campaign=Global-FY25-Q2-EV-Trino-Fest-2024&utm_content=banner)
+* Special thanks to our Trino Fest sponsors - Starburst as event host and
+  Alluxio, Cloudinary, Onehouse, Startree, and Upsolver as event sponsors.
+* Contact us to join the Trino Contributor Congregation the next day.
+
+Other topics:
+
+* Trino Contributor Call on 23rd of May.
+* Check out upcoming [Trino Community Broadcast episodes and other events]({{site.url}}/community.html#events).
+
+If you want to learn more about Trino, check out the definitive guide from
+O'Reilly. You can get [the free PDF from
+Starburst](https://www.starburst.io/info/oreilly-trino-guide/) or buy the
+[English, Polish, Chinese, or Japanese
+edition]({{site.url}}/trino-the-definitive-guide.html).
+
+Music for the show is from the [Megaman 6 Game Play album by Krzysztof
+Slowikowski](https://krzysztofslowikowski.bandcamp.com/album/mega-man-6-gp).

broadcast/index.md

@@ -21,13 +21,6 @@ interesting developments in the ecosystem around Trino.
 
 <dl>
 
-<dt>22 May 2024: Trino Community Broadcast 60 - AI functions</dt>
-<dd><a href="https://www.linkedin.com/in/isainalcik/">Isa Inalcik</a>
-chats with us a bit about his work with Trino at
-<a href="https://bestsecret.com/">BestSecret</a> before we dive into
-his exploration of creating Trino functions that use generative AI
-systems.</dd>
-
 <dt>20 June 2024: Trino Community Broadcast 61 - Power BI client</dt>
 <dd><a href="https://www.linkedin.com/in/patrick-pichler/">Patrick Pichler</a>
 joins us to talk about his small project of a PowerBI client for Trino