https://redis.io/
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# Create a new session and store it as a JSON document<br>
> JSON.SET session:12345 . ‘{“user_id”: 1001, “login_time”: “2024-02-27T10:00:00Z”, “data”: {“last_page_visited”: “/home”, “preferences”: {“theme”: “dark”}}}’ <br>
“OK”<br>
<br>
# Fetch the entire session<br>
> JSON.GET session:12345 <br>
“{\”user_id\”:1001,\”login_time\”:\”2024-02-27T10:00:00Z\”,\”data\”:{\”last_page_visited\”:\”/home\”,\”preferences\”:{\”theme\”:\”dark\”}}}”<br>
<br>
# Fetch a specific part of the session<br>
> JSON.GET session:12345 .data.preferences <br>
“{\”theme\”:\”dark\”}”<br>
<br>
# Update a field within the session<br>
> JSON.SET session:12345 .data.last_page_visited ‘”/settings”‘ <br>
“OK”<br>
<br>
# Delete a field within the session<br>
> JSON.DEL session:12345 .data.preferences <br>
(integer) 1<br>
<br>
# Delete a session<br>
> DEL session:12345 <br>
(integer) 1 </div>
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# Create a vector index using the HNSW algorithm, 768 dimension length, and inner product distance metric<br>
> FT.CREATE idx-videos ON HASH PREFIX 1 video: SCHEMA content_vector VECTOR HNSW 6 TYPE FLOAT32 DIM 768 DISTANCE_METRIC IP content TEXT metadata TEXT<br>
<br>
# Add a video vector with metadata<br>
> HSET video:0 content_vector “\xa4q\t=\xc1\xdes\xbdZ$<\xbd\xd5\xc1\x99<b\xf0\xf2<x[…\xf8<” content “SUMMARY:\nThe video discusses the limitations of MySQL at scale and introduces Redis Enterprise” metadata “{\”id\”:\”FQzlq91g7mg\”,\”link\”:\”https://www.youtube.com/watch?v=FQzlq91g7mg\”,\”title\”:\”Redis + MySQL in 60 Seconds\”}”<br>
(integer) 3<br>
<br>
# Search for videos using a similar vector and the K-nearest neighbors algorithm<br>
> FT.SEARCH idx-videos “* => [KNN 3 @content_vector $vector AS vector_score]” RETURN 3 metadata content vector_score SORTBY vector_score LIMIT 0 3 PARAMS 2 vector “\b[\xb7;\x81\x12\x9c\xbc\xc6!…\xfe<” DIALECT 2 </div>
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# Create an index on “users:*”<br>
> FT.CREATE user-idx ON JSON PREFIX 1 users: SCHEMA $.user.name AS name TEXT $.user.hobbies AS hobbies TAG $.user.age as age NUMERIC<br>
“OK”<br>
<br>
# Add a JSON document to be indexed<br>
> JSON.SET users:1 $ ‘{“user”:{“name”:”John Smith”,”hobbies”:[“sports”,”computers”],”age”:23}}’<br>
“OK”<br>
<br>
# Search all user documents with name “John”<br>
> FT.SEARCH user-idx ‘@name:(John)’<br>
1) “1”<br>
2) “users:1”<br>
3) 1) “$”<br>
2) “{\”user\”:{\”name\”:\”John Smith\”,\”hobbies\”:[\”sports\”,\”computers\”],\”age\”:23}}”<br>
<br>
# Search for users named “John” with hobbies “sports” or “writing” and age between 20 and 30<br>
> FT.SEARCH user-idx ‘@name:(John) @hobbies:{sports | writing} @age:[20 30]’<br>
1) “1”<br>
2) “users:1”<br>
<br>
3) 1) “$” 2) “{\”user\”:{\”name\”:\”John Smith\”,\”hobbies\”:[\”sports\”,\”computers\”],\”age\”:23}}” </div>
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# Create a new session and store it as a JSON document<br>
> JSON.SET session:12345 . ‘{“user_id”: 1001, “login_time”: “2024-02-27T10:00:00Z”, “data”: {“last_page_visited”: “/home”, “preferences”: {“theme”: “dark”}}}’ <br>
“OK”<br>
<br>
# Fetch the entire session<br>
> JSON.GET session:12345 <br>
“{\”user_id\”:1001,\”login_time\”:\”2024-02-27T10:00:00Z\”,\”data\”:{\”last_page_visited\”:\”/home\”,\”preferences\”:{\”theme\”:\”dark\”}}}”<br>
<br>
# Fetch a specific part of the session<br>
> JSON.GET session:12345 .data.preferences <br>
“{\”theme\”:\”dark\”}”<br>
<br>
# Update a field within the session<br>
> JSON.SET session:12345 .data.last_page_visited ‘”/settings”‘ <br>
“OK”<br>
<br>
# Delete a field within the session<br>
> JSON.DEL session:12345 .data.preferences <br>
(integer) 1<br>
<br>
# Delete a session<br>
> DEL session:12345 <br>
(integer) 1 </div></div>
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<img decoding="async" src="https://redis.io/wp-content/uploads/2024/04/Desktop_Home_M7_Image05_Flowdesk.png?format=pjpg&auto=webp&quality=1&width=854" class="attachment-full size-full" alt="" sizes="(max-width: 854px) 100vw, 854px" loading="lazy" width="854" height="536"> <h4 class="card-tag">Finance</h4>
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<p>Flowdesk implements Redis for real-time analytics, achieving 10x faster query performance and 50% reduction in infrastructure costs.</p>
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<p><span style="font-weight: 400;">Docugami uses Redis to easily store, search, and update vector embeddings at scale.</span></p>
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<p>Ekata uses Auto Tiering, which requires 70% less of the expensive DRAM storage they needed before Redis.</p>
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<p>Redis allows Niantic to use less overhead to balance their server load and offer great player experiences.</p>
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<p>Ulta implements Redis to enhance customer experience, achieving 50% reduction in response time and scaling to handle more than 300,000 transactions per second.</p>
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<p>iFood boosts performance and scalability with Redis, achieving a 50% reduction in latency and a 3x increase in throughput for its food delivery platform.</p>
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