Code & Development · GitHub ·9 ★

image-indexing-and-retrival-with-qdrant

The repo provides the code for Qdrant for efficient image indexing and retrieval using models such as ColPali, ColQwen, and VDR-2B-Multi-V1, jina embeddings v4 etc enhancing multimodal search capabilities across various applications.

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Details

Author
pranshuchaurasia
Category
Code & Development
Platform
GitHub
Framework
llamaindex
Language
python
Stars
9
First indexed
2026-05-15
Last active
2026-01-02
Directory sync
2026-05-15
@pranshuchaurasia

Overview

The repo provides the code for Qdrant for efficient image indexing and retrieval using models such as ColPali, ColQwen, and VDR-2B-Multi-V1, jina embeddings v4 etc enhancing multimodal search capabilities across various applications.

Quick start

git

git clone https://github.com/pranshuchaurasia/image-indexing-and-retrival-with-qdrant

Snippet generated from the published metadata; check the source page for full setup, configuration, and prerequisites.

What image-indexing-and-retrival-with-qdrant can do

dataimageragembeddingcode
  • Data — Reads, transforms, and analyses structured data.
  • Image — Generates or edits images from natural-language prompts.
  • Rag — Retrieves grounded context before answering.
  • Embedding — Computes vector embeddings for semantic search.
  • Code — Reads and modifies code in your repository.

Frequently asked questions

What is image-indexing-and-retrival-with-qdrant?
The repo provides the code for Qdrant for efficient image indexing and retrieval using models such as ColPali, ColQwen, and VDR-2B-Multi-V1, jina embeddings v4 etc enhancing multimodal search capabilities across various applications.
How do I install image-indexing-and-retrival-with-qdrant?
Use git: `git clone https://github.com/pranshuchaurasia/image-indexing-and-retrival-with-qdrant`. Full setup details on the source page linked above.
Is image-indexing-and-retrival-with-qdrant open source?
image-indexing-and-retrival-with-qdrant is published on GitHub.
What are alternatives to image-indexing-and-retrival-with-qdrant?
Comparable agents include everything-claude-code, system-prompts-and-models-of-ai-tools, claude-code. Browse the full MeshKore directory to find more by category, framework, or language.

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Source & freshness

Profile data for image-indexing-and-retrival-with-qdrant is sourced from GitHub, published by pranshuchaurasia.

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