11= {product}
22:page-layout: landing
3+ :product: Astra DB
34
4- Efficiently store and query vector embeddings for better similarity search. If you're new, read our xref:get-started:concepts.adoc[introduction to vector databases].
5+ {product} empowers developers to build cutting-edge AI applications with robust APIs, real-time data handling, and seamless ecosystem integrations. Read our xref:get-started:concepts.adoc[introduction to vector databases] if you're new to {product} .
56
67[.[& >h2]:!hidden]
78== {empty}
89
10+ [subs="macros,attributes"]
911++++
10- <div class="flex rounded bg-level1 p-2 lg:p-3 gap-3 -mx-2 lg:-mx-3">
11- <div class="flex flex-col lg:basis-1/2">
12- ++++
13-
14- [discrete.flex.lg:flex-col.gap-3.!m-0]
15- == Get Started
16-
17- Dive straight into Astra Vector with this concise guide tailored for developers.
18- Learn the essentials of how to connect to a database, ingest vectors, and perform a similarity search.
19-
20- [.[&>p]:flex.[&>p]:gap-1]
21- xref:get-started:quickstart.adoc[Quickstart,role="btn btn-primary btn-solid"] https://astra.datastax.com[Create Astra Account^,role="btn btn-neutral btn-outlined external"]
22-
23- ++++
24- </div>
25- <div class="hidden lg:block flex basis-1/2 relative">
12+ <div class="flex rounded bg-level1 p-8 gap-6">
13+ <div class="flex flex-col lg:basis-1/2 gap-4">
14+
15+ <h2 class="discrete !text-h1 !m-0">Get started</h2>
16+
17+ <p>Ready to work with {product}? Dive into the quickstart guide and learn how to create a database, connect, and load data in a matter of minutes.</p>
18+
19+ <div class="flex gap-4">
20+ xref:get-started:quickstart.adoc[Quickstart,role="btn btn-primary btn-solid"]
21+ https://astra.datastax.com[Create Astra Account^,role="btn btn-neutral btn-outlined external"]
22+ </div>
23+
24+ </div>
25+ <div class="hidden lg:block flex basis-1/2 relative">
2626++++
2727
2828[source,python,role="nolang absolute bottom-1/2 translate-y-1/2 right-0 w-full inverse-theme [&_.source-toolbox]:hidden"]
@@ -33,61 +33,122 @@ from astrapy.db import AstraDB
3333db = AstraDB(token=TOKEN, api_endpoint=URL)
3434
3535# Ingest vectors into your collection
36- col = db.collection(collection_name="test")
37- col .insert_many(documents=DOCUMENTS)
36+ c = db.collection(collection_name="test")
37+ c .insert_many(documents=DOCUMENTS)
3838
3939# Find the closest vectors
40- col .vector_find([0.15, 0.1, 0.1, 0.35, 0.55])
40+ c .vector_find([0.15, 0.1, 0.1, 0.35, 0.55])
4141----
4242
43+ [subs="macros,attributes"]
4344++++
45+ </div>
4446</div>
45- </div>
46- ++++
4747
48- [.[&>h2]:!text-h1]
49- == Next steps
48+ <h2 class="discrete !text-h1 !mt-12 !mb-6">Database basics</h2>
5049
51- ++++
52- <div class="flex flex-col lg:flex-row gap-3 ">
53- <div class="flex flex-col lg:basis-1/3">
54- ++++
50+ <div class="grid gap-6 lg:grid-cols-3">
51+ <div class="flex flex-col gap-4 ">
52+
53+ <div class="rounded bg-level1 w-full h-[225px]"></div>
5554
56- [discrete.flex.items-center.lg:items-start.lg:flex-col.gap-1]
57- == [.rounded.border.p-1.w-max.material-icons]#fact_check# Load your data
55+ <h3 class="discrete !text-h2 !m-0">Create database</h3>
5856
59- Get your data and embeddings into a database.
57+ <p>Learn the fundamental steps of setting up your {product} database.</p>
6058
61- [.landing-a]
62- xref:data:load-data.adoc[Load data]
59+ <div class="landing-a mt-auto">
60+ xref:createdatabase.adoc[Create a database]
61+ </div>
6362
64- ++++
65- </ div>
66- <div class="flex flex-col lg:basis-1/3">
67- ++++
63+ </div>
64+ < div class="flex flex-col gap-4" >
65+
66+ <div class="rounded bg-level1 w-full h-[225px]"></div>
6867
69- [discrete.flex.items-center.lg:items-start.lg:flex-col.gap-1]
70- == [.rounded.border.p-1.w-max.material-icons]#auto_stories# Explore your data
68+ <h3 class="discrete !text-h2 !m-0">Load data</h3>
7169
72- Perform similarity searches and browse the results.
70+ <p>Discover methods for loading data into {product}, ensuring it's structured and ready to use.</p>
7371
74- [.landing-a]
75- link:{#}[Explore data]
72+ <div class="landing-a">
73+ xref:createdatabase.adoc[Load data]
74+ </div>
7675
77- ++++
76+ </div>
77+ <div class="flex flex-col gap-4">
78+
79+ <div class="rounded bg-level1 w-full h-[225px]"></div>
80+
81+ <h3 class="discrete !text-h2 !m-0">Explore your data</h3>
82+
83+ <p>Explore your database, utilizing {product}'s features for querying and analyzing your data.</p>
84+
85+ <div class="landing-a">
86+ xref:createdatabase.adoc[Explore your data]
87+ </div>
88+
89+ </div>
7890</div>
79- <div class="flex flex-col lg:basis-1/3">
80- ++++
8191
82- [discrete.flex.items-center.lg:items-start.lg:flex-col.gap-1]
83- == [.rounded.border.p-1.w-max.material-icons]#power# Connect to your database
92+ <h2 class="discrete !text-h1 !mt-12 !mb-6">Expand your {product} knowledge</h2>
8493
85- Work with your data using our clients and APIs.
94+ <div class="grid lg:grid-rows-2 lg:grid-cols-2 gap-6">
95+
96+ <div class="lg:row-span-2 flex flex-col items-start gap-4 rounded border p-4">
97+
98+ <div class="rounded bg-level1 w-full h-[325px]"></div>
8699
87- [.landing-a]
88- xref:data:connect-to-database.adoc[Connect database]
100+ <h3 class="discrete !text-h2 !m-0">Integrations</h3>
89101
90- ++++
91- </div>
102+ <p>Discover how {product} integrates with popular tools and platforms to enhance your workflow and data management.</p>
103+
104+ <div class="landing-a">
105+ xref:createdatabase.adoc[Integrate LangChain with Astra DB]
106+ </div>
107+
108+ <div class="landing-a">
109+ xref:createdatabase.adoc[Integrate LlamaIndex with Astra DB]
110+ </div>
111+
112+ <div class="landing-a">
113+ xref:createdatabase.adoc[Integrate Vercel with Astra DB]
114+ </div>
115+
116+ </div>
117+
118+ <div class="flex flex-col items-start gap-4 rounded border p-4">
119+
120+ <div class="rounded bg-level1 flex p-2"><i class="icon material-icons">auto_stories</i></div>
121+
122+ <h3 class="discrete !text-h2 !m-0">Tutorials</h3>
123+
124+ <p>Discover how {product} integrates with popular tools and platforms to enhance your workflow and data management.</p>
125+
126+ <div class="landing-a">
127+ xref:createdatabase.adoc[Build a chatbot]
128+ </div>
129+
130+ <div class="landing-a">
131+ xref:createdatabase.adoc[Build a recommendation system with vector search]
132+ </div>
133+
134+ </div>
135+
136+ <div class="flex flex-col items-start gap-4 rounded border p-4">
137+
138+ <div class="rounded bg-level1 flex p-2"><i class="icon material-icons">handyman</i></div>
139+
140+ <h3 class="discrete !text-h2 !m-0">API references</h3>
141+
142+ <p>Utilize our detailed API references for a deep understanding of {product}'s capabilities and how to effectively use them.</p>
143+
144+ <div class="landing-a">
145+ xref:createdatabase.adoc[APIs for vector databases]
146+ </div>
147+
148+ <div class="landing-a">
149+ xref:createdatabase.adoc[APIs for non-vector databases]
150+ </div>
151+
152+ </div>
92153</div>
93154++++
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