You will get Semantic Search Application with Vector Database Development
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Project details
Build a Semantic Search Application with Vector Database Development to enable intelligent document retrieval, semantic search, and AI-powered knowledge discovery. This solution uses vector embeddings, AI models, and scalable search infrastructure to deliver accurate, context-aware search results across structured and unstructured data sources.
The platform is designed using modern AI technologies including OpenAI embeddings, vector databases, FastAPI, and cloud infrastructure. It supports semantic document search, conversational AI, similarity matching, intelligent retrieval systems, and scalable APIs for startups, SaaS applications, enterprise systems, and AI-driven products.
Services Included
✔ Semantic Search Application Development
✔ Vector Database Integration
✔ OpenAI Embedding Integration
✔ AI-Powered Search & Retrieval
✔ FastAPI Backend Development
✔ Document Indexing & Processing
✔ Conversational AI Integration
✔ REST API Development
✔ Multi-Document Semantic Search
✔ User Authentication System
✔ Admin Dashboard Development
✔ RAG (Retrieval-Augmented Generation) Integration
✔ Cloud Deployment (AWS/GCP/VPS)
✔ Performance Optimization & Security
✔ Post-Deployment Support
The platform is designed using modern AI technologies including OpenAI embeddings, vector databases, FastAPI, and cloud infrastructure. It supports semantic document search, conversational AI, similarity matching, intelligent retrieval systems, and scalable APIs for startups, SaaS applications, enterprise systems, and AI-driven products.
Services Included
✔ Semantic Search Application Development
✔ Vector Database Integration
✔ OpenAI Embedding Integration
✔ AI-Powered Search & Retrieval
✔ FastAPI Backend Development
✔ Document Indexing & Processing
✔ Conversational AI Integration
✔ REST API Development
✔ Multi-Document Semantic Search
✔ User Authentication System
✔ Admin Dashboard Development
✔ RAG (Retrieval-Augmented Generation) Integration
✔ Cloud Deployment (AWS/GCP/VPS)
✔ Performance Optimization & Security
✔ Post-Deployment Support
Programming Languages
JavaScript, Python, TypeScriptCoding Expertise
Cross Browser & Device Compatibility, Performance Optimization, DesignWhat's included
| Service Tiers |
Starter
$100
|
Standard
$300
|
Advanced
$750
|
|---|---|---|---|
| Delivery Time | 3 days | 7 days | 15 days |
Number of Revisions | 1 | 2 | 3 |
Number of Pages | 5 | 10 | 20 |
Design Customization | |||
Content Upload | |||
Responsive Design | |||
Source Code |
Frequently asked questions
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DF
Danisavage F.
Aug 14, 2025
Spam detection and email analytics dashboard
About Indumati
AI Engineer | Python, Next.js, FastAPI, SaaS, Chatbot, MLOps, AI Model
100%
Job Success
Jamui, India - 12:27 pm local time
🚀 AI Engineer specializing in LLMs, RAG Systems, AI Agents, and Generative AI Applications.
💡 Helping startups and businesses build production-ready AI products using Python, FastAPI, LangChain, OpenAI, and AWS.
🔹 Expertise: LLM Development | RAG Pipelines | AI Agents | Generative AI | Python | FastAPI | LangChain | OpenAI | AWS Cloud
🎯 Focus: Designing, developing, and deploying scalable AI solutions that drive automation, intelligence, operational efficiency, and business growth.
𝗥𝗲𝗮𝗹 𝗜𝗺𝗽𝗮𝗰𝘁 𝗔𝗰𝗿𝗼𝘀𝘀 𝗜𝗻𝗱𝘂𝘀𝘁𝗿𝗶𝗲𝘀
➞ Healthcare : Voice AI, clinical chatbots, medical transcription (NLP), patient engagement, appointment automation
➞ Power & Energy : Smart grid analytics, energy demand forecasting, outage prediction, workforce automation, customer support AI
➞ Oil & Gas : Predictive maintenance, field operations automation, asset monitoring, safety compliance, AI-powered inspections
➞ Manufacturing & Distribution : Document AI (OCR), order parsing, inventory automation, demand forecasting, analytics dashboards
➞ Hospitality & Local Services : AI booking systems, WhatsApp automation, conversational AI, lead conversion systems
➞ Real Estate & Construction : Data extraction, lead generation systems, workflow automation, CRM pipelines
➞ SaaS & Internal Tools : AI copilots, GPT-based apps, analytics dashboards, reporting systems, multi-agent architectures
➞ NGOs : Donor engagement chatbots, grant management automation, impact reporting, beneficiary support systems, volunteer coordination AI
𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸 & 𝗘𝘅𝗽𝗲𝗿𝗶𝗲𝗻𝗰𝗲
🤖 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 & 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴
Python, R, SQL, Jupyter, Google Colab.
Pandas, NumPy, SciPy, Polars, Dask.
Scikit-learn, XGBoost, LightGBM, CatBoost.
TensorFlow, Keras, PyTorch, Hugging Face Transformers.
Predictive Analytics, Classification, Regression, Clustering, Recommendation Systems.
Feature Engineering, Model Training, Hyperparameter Tuning, Model Optimization.
NLP, Computer Vision, Time Series Forecasting, Anomaly Detection.
MLflow, Weights & Biases, Airflow, Docker, Kubernetes.
AWS SageMaker, Vertex AI, Azure ML, Databricks.
MLOps, Model Deployment, Monitoring, Automated ML Pipelines.
A/B Testing, Statistical Analysis, Experimentation & Decision Intelligence.
🤖 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗦𝗼𝗹𝘂𝘁𝗶𝗼𝗻𝘀
AI Agents, Multi-Agent Systems, Agent Swarms & Autonomous Workflows.
LangGraph, CrewAI, AutoGen, OpenClaw, MCP, Semantic Kernel.
RAG Pipelines, Knowledge Bases, Vector Search & Context-Aware Reasoning.
Task Planning, Decision Making, Tool Calling & Workflow Orchestration.
OpenAI, Claude, Gemini, Llama, Mistral & Enterprise LLM Integration.
Web Research Agents, Data Extraction, Document Processing & Automation.
CRM Agents, Sales Agents, Support Agents & Operations Automation.
Voice AI Agents, Conversational AI, Real-Time Speech Processing.
Human-in-the-Loop Workflows, Agent Monitoring & Quality Controls.
FastAPI, Python, Docker, AWS, Kubernetes & Scalable Agent Infrastructure.
Enterprise AI Automation, Process Optimization & Intelligent Decision Systems.
📊 𝗗𝗮𝘀𝗵𝗯𝗼𝗮𝗿𝗱 & 𝗗𝗮𝘁𝗮 𝗩𝗶𝘀𝘂𝗮𝗹𝗶𝘇𝗮𝘁𝗶𝗼𝗻
Power BI, Tableau, Looker, Looker Studio, Qlik Sense.
Executive Dashboards, KPI Tracking, Business Intelligence, Data Storytelling.
Real-Time Analytics, Performance Monitoring, Forecasting & Trend Analysis.
D3.js, Plotly, Chart.js, Highcharts, ECharts, Grafana, Metabase.
SQL, BigQuery, Snowflake, Redshift, PostgreSQL, MySQL Integrations.
Automated Reporting, ETL Pipelines, Interactive Visualizations & Self-Service Analytics.
⚙️ 𝗖𝗥𝗠 & 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻
n8n, Make, Zapier, Power Automate, OpenClaw.
GoHighLevel, HubSpot, Salesforce, Pipedrive, Zoho CRM.
Close, Kommo, Bitrix24, Keap, Monday CRM.
Lead Capture, Lead Routing, Pipeline Management & Sales Automation.
Email Automation, Outreach Sequences, Follow-Ups & Nurture Campaigns.
Workflow Automation, Business Process Automation & Task Orchestration.
Airtable, Notion, Google Workspace, Slack, Microsoft 365 Integrations.
Webhook APIs, REST APIs, Custom CRM Integrations & Data Sync.
Customer Support Automation, Ticketing Systems & Omnichannel Communication.
Reporting Dashboards, KPI Tracking, Revenue Analytics & CRM Intelligence.
AI-Powered CRM Agents, Lead Qualification, Data Enrichment & Personalized Engagement.
𝗟𝗲𝘁’𝘀 𝗕𝘂𝗶𝗹𝗱
If you're looking to reduce manual work, build AI systems, LLM pipelines, AI agentic solutions or scale automation across your business, let’s connect.
Steps for completing your project
After purchasing the project, send requirements so Indumati can start the project.
Delivery time starts when Indumati receives requirements from you.
Indumati works on your project following the steps below.
Revisions may occur after the delivery date.
Semantic Search Application with Vector Database
• Gather project requirements and search objectives • Set up vector database & AI integrations • Build semantic search & APIs • Test and optimize performance • Deploy on cloud infrastructure • Provide support and maintenanc