Merge branch 'main' into v27

README.md

@@ -22,8 +22,7 @@
   <a href="https://github.com/orgs/typesense/projects/1">Roadmap</a> | 
   <a href="https://join.slack.com/t/typesense-community/shared_invite/zt-2fetvh0pw-ft5y2YQlq4l_bPhhqpjXig">Slack Community</a> | 
   <a href="https://threads.typesense.org/kb">Community Threads</a> | 
-  <a href="https://twitter.com/typesense">Twitter</a> | 
-  <a href="https://calendly.com/jason-typesense/typesense-office-hours">Office Hours</a>
+  <a href="https://twitter.com/typesense">Twitter</a>
 </p>
 <br>
 <p align="center">
@@ -79,7 +78,11 @@
 - **Geo Search:** Search and sort by results around a latitude/longitude or within a bounding box.
 - **Vector Search:** Index embeddings from your machine learning models in Typesense and do a nearest-neighbor search. Can be used to build similarity search, semantic search, visual search, recommendations, etc.
 - **Semantic / Hybrid Search:** Automatically generate embeddings from within Typesense using built-in models like S-BERT, E-5, etc or use OpenAI, PaLM API, etc, for both queries and indexed data. This allows you to send JSON data into Typesense and build an out-of-the-box semantic search + keyword search experience.
+- **Conversational Search (Built-in RAG):** Send questions to Typesense and have the response be a fully-formed sentence, based on the data you've indexed in Typesense. Think ChatGPT, but over your own data.
+- **Image Search:** Search through images using text descriptions of their contents, or perform similarity searches, using the CLIP model.
+- **Voice Search:** Capture and send query via voice recordings - Typesense will transcribe (via Whisper model) and provide search results.
 - **Scoped API Keys:** Generate API keys that only allow access to certain records, for multi-tenant applications.
+- **JOINs:** Connect one or more collections via common reference fields and join them during query time. This allows you to model SQL-like relationships elegantly.
 - **Synonyms:** Define words as equivalents of each other, so searching for a word will also return results for the synonyms defined.
 - **Curation & Merchandizing:** Boost particular records to a fixed position in the search results, to feature them.
 - **Raft-based Clustering:** Setup a distributed cluster that is highly available.
@@ -137,7 +140,7 @@ Here's a quick example showcasing how you can create a collection, index a docum
 Let's begin by starting the Typesense server via Docker:
 
 ```
-docker run -p 8108:8108 -v/tmp/data:/data typesense/typesense:0.25.2 --data-dir /data --api-key=Hu52dwsas2AdxdE
+docker run -p 8108:8108 -v/tmp/data:/data typesense/typesense:26.0 --data-dir /data --api-key=Hu52dwsas2AdxdE
 ```
 
 We have [API Clients](#api-clients) in a couple of languages, but let's use the Python client for this example.
@@ -348,9 +351,7 @@ If you have specifics that prevent you from using Typesense due to a licensing i
 
 ## Support
 
-👋 🌐 If you have general questions about Typesense, want to say hello or just follow along, we'd like to invite you to join our [Slack Community](https://join.slack.com/t/typesense-community/shared_invite/zt-2fetvh0pw-ft5y2YQlq4l_bPhhqpjXig). 
-
-We also do virtual office hours every Friday. Reserve a time slot [here](https://calendly.com/jason-typesense/typesense-office-hours).
+👋 🌐 If you have general questions about Typesense, want to say hello or just follow along, we'd like to invite you to join our public [Slack Community](https://join.slack.com/t/typesense-community/shared_invite/zt-2fetvh0pw-ft5y2YQlq4l_bPhhqpjXig). 
 
 If you run into any problems or issues, please create a GitHub issue and we'll try our best to help.
 
@@ -359,10 +360,10 @@ We strive to provide good support through our issue trackers on GitHub. However,
 - Guaranteed SLAs
 - Phone / video calls to discuss your specific use case and get recommendations on best practices
 - Private discussions over Slack
-- Guidance around deployment, ops and scaling best practices
+- Guidance around scaling best practices
 - Prioritized feature requests
 
-We do offer Paid Support options. Please reach out to us at contact@typesense.org to sign up.
+We offer Paid Support options described [here](https://typesense.org/support/).
 
 ## Contributing