Vector DB Data Ingestion for Property Semantic Search PoC

### Project Summary I need help with ingesting a small dataset of real estate property descriptions into a vector database for a proof-of-concept on semantic search capabilities. ### Detailed Requirements We're exploring semantic search for property listings. I need an experienced freelancer to process and ingest a provided dataset of property details into a vector database, preferably Pinecone or Weaviate. The aim is to establish a basic setup for semantic querying. Please reach out so we can discuss the specific data format, vectorization approach, and database access details. ### Deliverables A Python script capable of taking our property data (CSV or JSON) and ingesting it into the chosen vector database. The final deliverable will also include confirmation that the data is correctly indexed and can be queried for basic similarity searches. Let's connect to confirm the exact scope and any specific integration points. ### Timeline & Budget - **Expected Timeline**: 2 Weeks - **Budget Range**: $100 - $250

Category: AI Automation

Skills Required: Vector DatabasesPineconeWeaviatePythonData IngestionSemantic Search

Budget Range: $100 - $250 USD

Experience Level: intermediate

Related Developer Talent & Ecosystem Links:

AI Automation Posted 7/24/2026

Vector DB Data Ingestion for Property Semantic Search PoC

Project Deliverables & Description

Project Summary

I need help with ingesting a small dataset of real estate property descriptions into a vector database for a proof-of-concept on semantic search capabilities.

Detailed Requirements

We're exploring semantic search for property listings. I need an experienced freelancer to process and ingest a provided dataset of property details into a vector database, preferably Pinecone or Weaviate. The aim is to establish a basic setup for semantic querying. Please reach out so we can discuss the specific data format, vectorization approach, and database access details.

Deliverables

A Python script capable of taking our property data (CSV or JSON) and ingesting it into the chosen vector database. The final deliverable will also include confirmation that the data is correctly indexed and can be queried for basic similarity searches. Let's connect to confirm the exact scope and any specific integration points.

Timeline & Budget

  • Expected Timeline: 2 Weeks
  • Budget Range: $100 - $250

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Contract Parameters

Budget Setup

$100 - $250

fixed Rate Structure

Experience Level

Intermediate

Target expertise level requested

Project Scope

Intermediate

Target project delivery scope

Contract Identifier: f97a64bd

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ESCROW FUNDING SECURED$100 LOCKED

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