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I will build ai semantic search using python embeddings andchromadb
Tariq Bin Ziyad
About this gig
Need a semantic search system that understands meaning instead of relying only on exact keywords?
I can build AI-powered semantic search solutions using Python, embeddings, Sentence Transformers, ChromaDB, FastAPI, and NLP techniques.
My services include semantic search development, embedding generation, vector database setup, metadata filtering, similarity search, FastAPI search endpoints, database integration, and debugging existing search systems.
I also have hands-on experience with Neo4j, Django, ChromaDB, and knowledge graph based search.
For larger datasets, multiple data sources, or advanced integrations, please message me before placing an order so I can review the scope.
I focus on clean code, clear communication, and practical search solutions that match your requirements.
Get to know Tariq Bin Ziyad
Tariq Bin Ziyad
Python Backend And AI Developer
- FromPakistan
- Member sinceSep 2026
- Avg. response time1 hour
Languages
Urdu, English
Hi, I’m Tariq, a Python Backend and AI Developer. I work with Python, FastAPI, Django, REST APIs, Neo4j, ChromaDB, SQL, semantic search, embeddings, and Sentence Transformers. I can help build backend APIs, knowledge graphs, semantic search systems, database integrations, and debug Python applications. I focus on clean code, clear communication, and delivering solutions that match client requirements.
My Portfolio
FAQ
What is semantic search?
Semantic search finds results based on meaning and context instead of matching only exact keywords.
Which technologies do you use?
I work with Python, Sentence Transformers, embeddings, ChromaDB, FastAPI, and related NLP tools.
Can you integrate semantic search into my existing application?
Yes. I can integrate the search system into an existing Python backend or expose it through a FastAPI endpoint.
Can you work with my own dataset?
Yes. You can provide your text data, documents, or structured content, and I can prepare it for embedding and semantic retrieval.
Do you provide source code?
Yes. Source code is included according to the selected package.
Can you add filters or metadata search?
Yes. I can add metadata-based filtering depending on the structure of your dataset.
Do you fine-tune AI models?
This Gig focuses on using existing embedding models and semantic-search techniques. Custom model fine-tuning is not included.
Can you build a complete search API?
Yes. Standard and Premium packages can include FastAPI endpoints for sending queries and returning relevant results.
Can you work with multiple data sources?
Yes. Multiple datasets or collections can be supported, especially in the Premium package or through a custom offer.
Should I contact you before ordering?
For complex datasets, existing systems, multiple integrations, or custom requirements, please message me first.
