Revolutionize Data Queries with AI-Powered RAG Platform

Revolutionize Data Queries with AI-Powered RAG PlatformRevolutionize Data Queries with AI-Powered RAG Platform

The network for creativity

Join 1.25M professional creatives like you

Connect with clients, get discovered, and run your business 100% commission-free

Creatives on Contra have earned over $150M and we are just getting started

Back to feedPost

Caleb Mccombs

• 1d

DM Co-Pilot: Production RAG AI Platform

I built this end-to-end RAG app to query complex datasets. Using Python and Streamlit, it delivers sub-second semantic search results from PDF uploads.

Technical Highlights:

RAG Pipeline: Uses LangChain and OpenAI for context-aware AI.

Data Visuals: Custom 'Web of Fates' graph built with PyVis.

Performance: Deployed on Render; handles high-concurrency.

Pro UI: Clean dashboard for seamless AI interaction.

AI Development OpenAI Streamlit AI Agent Engineer AI Engineer Python

Trashu Vashisth

• Mar 10

Built a highly scalable Retrieval-Augmented Generation (RAG) chatbot designed to interact with private datasets/PDFs. Unlike standard LLMs, this system minimizes hallucinations by retrieving real-time context from a local knowledge base before generating responses.

Key Features:

Semantic Search: Implemented Vector Embeddings to perform high-speed similarity searches across thousands of document chunks.

Smart Retrieval: Integrated a retrieval pipeline using LangChain to fetch the most relevant context for user queries.

Source Citation: Configured the bot to provide source references from documents, ensuring data transparency and accuracy.

Optimized Performance: Used FAISS/Chromadb for efficient vector storage and retrieval.

AI Automation AI Development AI Engineer LangChain Python Streamlit

Mariusz Mitkow

• Mar 10

Exploring the dark side of web3 interfaces.

Cooked up this visual concept for univ.0 turning quantitative finance data into a fluid webgl experience. prototyping crazy interactions in unicorn studio has been a vibe lately. It’s just a concept for now, but the aesthetic is locked in.

unicornstudio Figma ui

Taras Oliinyk

pro

• Mar 12

Impressive!

Trashu Vashisth

• Mar 10

Built an intelligent RAG-based chatbot designed to simplify complex financial analysis. In the project demo, the AI deep-dives into Apple’s annual reports, extracting key fiscal metrics and providing real-time insights through natural language queries. It transforms dense financial filings into actionable data using advanced document retrieval

AI Automation AI Engineer LangChain OpenAI Python AI Chatbot Development