diff --git a/docs.json b/docs.json index b4e4e087..9f662568 100644 --- a/docs.json +++ b/docs.json @@ -1103,12 +1103,7 @@ "vector/tutorials/gradio-application" ] }, - { - "group": "Examples", - "pages": [ - "vector/examples" - ] - }, + "vector/examples", { "group": "Help", "pages": [ diff --git a/llms-full.txt b/llms-full.txt index db756c80..93d24644 100644 --- a/llms-full.txt +++ b/llms-full.txt @@ -10504,9 +10504,8 @@ Many things can go wrong in a serverless environment. If your API does not respond with a success status code (2XX), we retry the request to ensure every message will be delivered. -The maximum number of retries depends on your current plan. By default, we retry -the maximum amount of times, but you can set it lower by sending the -`Upstash-Retries` header: +By default, we retry a failed delivery 3 times. You can change this per message +by sending the `Upstash-Retries` header: ```shell cURL @@ -36470,12 +36469,96 @@ Example: # Examples Source: https://upstash.com/docs/vector/examples - +A collection of examples, notebooks, and blog posts for building with Upstash Vector. + + + + Image Similarity Search using CLIP + + `CLIP` `HuggingFace` + + + Learn How Vector Stores Work by Building a Recommendation Engine + + + RAG (Retrieval Augmented Generation) Chatbot with OpenAI and Upstash Vector + + `OpenAI` `text-embedding-ada-002` + + + Semantic Search using Sentence Transformers and Upstash Vector + + `Sentence Transformers` `HuggingFace` + + + Semantic Search with DistilBERT on HuggingFace + + `BERT` `HuggingFace` + + + Semantic Search with OpenAI and Upstash Vector + + `OpenAI` `text-embedding-ada-002` + + + Upstash Vector API Examples + + + Upsy is a RAG based Slackbot which remembers all conversations. + + `OpenAI` `text-embedding-ada-002` + + + Blog: Semantic Search using all-MiniLM-L6-v2 model on HuggingFace + + `HuggingFace` `Sentence Transformers` + + + Blog: Image Search using CLIP model on HuggingFace + + `HuggingFace` `CLIP` + + # Algorithm Source: https://upstash.com/docs/vector/features/algorithm diff --git a/vector/examples.mdx b/vector/examples.mdx index 6218360d..8c74b5cb 100644 --- a/vector/examples.mdx +++ b/vector/examples.mdx @@ -1,11 +1,94 @@ --- title: Examples -sidebarTitle: Examples Index --- - +A collection of examples, notebooks, and blog posts for building with Upstash Vector. + + + + Image Similarity Search using CLIP + + `CLIP` `HuggingFace` + + + Learn How Vector Stores Work by Building a Recommendation Engine + + + RAG (Retrieval Augmented Generation) Chatbot with OpenAI and Upstash Vector + + `OpenAI` `text-embedding-ada-002` + + + Semantic Search using Sentence Transformers and Upstash Vector + + `Sentence Transformers` `HuggingFace` + + + Semantic Search with DistilBERT on HuggingFace + + `BERT` `HuggingFace` + + + Semantic Search with OpenAI and Upstash Vector + + `OpenAI` `text-embedding-ada-002` + + + Upstash Vector API Examples + + + Upsy is a RAG based Slackbot which remembers all conversations. + + `OpenAI` `text-embedding-ada-002` + + + Blog: Semantic Search using all-MiniLM-L6-v2 model on HuggingFace + + `HuggingFace` `Sentence Transformers` + + + Blog: Image Search using CLIP model on HuggingFace + + `HuggingFace` `CLIP` + +