Vector Database and Semantic Search Setup
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5.00 /5.0
User reviewWhat you get
Smart search over your content using embeddings with Pinecone, Supabase or Qdrant.
- Embedding and indexing pipeline
- Search API or simple interface
- Cost and speed tuned
What I need from you
A short brief and any access or files required. I will confirm scope before starting.
Frequently asked questions
Do you build the automations?
This service is the audit and plan. Setup services are listed separately.
Do you guarantee time savings?
No. Savings are estimates based on the information you give me.
Is this legal advice on AI use?
No. It includes general privacy notes only. Consult a professional for legal questions.
Do you need access to our systems?
No. The questionnaire and a short conversation by message are enough.

5.0
(2 months ago)Sample review: Claire Dawson, United States. Needed this done properly and it was. Code was clean, commented, and ran without a single issue on my side.
5.0
(3 months ago)Sample review: Sophie Turner, Australia. Handled an awkward edge case I had not even flagged. Delivered early with clear setup notes.
5.0
(4 months ago)Sample review: Amelia Grant, United States. Handled an awkward edge case I had not even flagged. Delivered early with clear setup notes.