Merge branch 'main' into inardini--batch-pipeline-rag

.github/CODEOWNERS

@@ -67,3 +67,5 @@
 /generative-ai/gemini/evaluation/evaluate_langchain_chains.ipynb           @eliasecchig @GoogleCloudPlatform/generative-ai-devrel
 /generative-ai/gemini/use-cases/retrieval-augmented-generation/rag_qna_with_bq_and_featurestore.ipynb           @eliasecchig @lspatarog @GoogleCloudPlatform/generative-ai-devrel
 /generative-ai/gemini/tuning/gemini_supervised_finetuning_text_classification.ipynb           @gabrielahrlr @eliasecchig @GoogleCloudPlatform/generative-ai-devrel
+/generative-ai/open-models/serving         @polong-lin @GoogleCloudPlatform/generative-ai-devrel
+/generative-ai/open-models/serving/cloud_run_ollama_gemma2_rag_qa.ipynb       @eliasecchig @GoogleCloudPlatform/generative-ai-devrel

.github/actions/spelling/allow.txt

@@ -131,6 +131,7 @@ Noogler
 OOTB
 Oberst
 Olgivanna
+Ollama
 Omnibox
 Onone
 Oort
@@ -157,6 +158,7 @@ SEO
 SKUs
 SNB
 SPII
+SPLADE
 SSRF
 SUBLANG
 SWP
@@ -393,6 +395,7 @@ nmilitary
 notetaker
 nrows
 objc
+ollama
 onesie
 onesies
 osx
@@ -442,11 +445,13 @@ ragdemos
 rahhhrr
 ramen
 rapideval
+rarians
 ratelimit
 repreve
 ribeye
 ringspun
 rpet
+rrf
 rsp
 scattergl
 seaborn
@@ -469,10 +474,12 @@ streamlit
 strfreev
 stuffie
 subviews
+subword
 supima
 tagline
 tencel
 tfhub
+tfidf
 tgz
 thelook
 tiktoken

.github/actions/spelling/line_forbidden.patterns

@@ -194,7 +194,7 @@
 \b(?!LangServe\b)(?!langserve\b)[Ll]ang\s?[Ss]erve?\b
 
 # Should be LlamaIndex
-\b(?!LlamaIndex\b)[Ll]lama\s?[Ii]ndex?\b
+\b(?!LlamaIndex\b)[Ll][Ll]ama\s?[Ii]ndex?\s
 
 # Should be Hugging Face
 \s(?!Hugging Face\b)[Hh]ugging\s?[Ff]ace?\b
@@ -260,9 +260,7 @@
 \bVertex\s?Search\b
 
 # Should be Colab
-\scolabs?\b
-\b[Cc]ollabs?\b
-\b[Cc]oLabs?\b
+\s(?!Colab)[Cc]o[Ll][Ll]?abs?\b
 
 # Should be Kaggle
 \skaggle\b