ram_saloke
45 posts

ram_saloke
@ram_saloke
Solving real-world problems through the digital world. AI Full Stack Dev. TS || Python || Golang || Java Coding && Cricket ❤️
Katılım Ocak 2026
131 Takip Edilen28 Takipçiler

Let’s connect 👋
Solo founder building in the AI + tech space.
Looking to connect with other developers, indie hackers, AI enthusiasts, and people working on startups or interesting projects.
If you’re building something, learning in public, or just enjoy talking tech drop a comment. Happy to chat and exchange ideas
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@GauravGoyalAI Just into rag systems this is helpful keep going Gaurav🙌
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What happens when you combine CrewAI + RAG + Banking Compliance Data?
You get an AI agent that doesn’t just answer questions…
It reasons, retrieves evidence, validates context, and responds like a finance research assistant.
Today I tested a multi-agent Finance QA System built using CrewAI, Ollama, and DeepSeek-R1.
🔍 User Query:
“Is KYC mandatory? When is an RE required to carry out KYC?”
⚡ What the AI agent actually did behind the scenes:
✅ Retrieved relevant banking regulations from the vector database
✅ Prioritized the most relevant compliance evidence
✅ Generated grounded responses using RAG
✅ Avoided hallucinations when context was missing
✅ Returned transparent reasoning, sources, and tool usage
This is the part of AI most people don’t see 👇
Modern AI systems are no longer just “chatbots.”
They are becoming autonomous reasoning systems capable of:
• Document intelligence
• Compliance analysis
• Policy reasoning
• Multi-step decision workflows
• Enterprise knowledge retrieval
🛠️ Tech Stack:
• CrewAI
• Ollama
• DeepSeek-R1
• LiteLLM
• Python
• RAG Pipeline
• Vector Database
• Banking & RBI Documents
The most exciting part?
This architecture can scale far beyond banking — legal AI, healthcare compliance, enterprise search, audit systems, and internal copilots are next.
AI agents + trusted data + reasoning workflows = the future of enterprise AI.
What industry do you think will adopt Agentic RAG systems the fastest? 👇

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Okay im gonna start my tech journey here I will post what im learning and what im building daily let's go #buildinpublic #Ai #Fullstack #TypeScript #python
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Hey @X
I'm looking to connect with people interested in:
→ Frontend
→ Backend
→ Full Stack
→ DevOps
→ LeetCode
→ AI/ML
→ Data Science
→ UI/UX
→ Freelancing
→ Startups
Say hi & let's grow together 👋
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ram_saloke retweetledi

I'm looking to #connect with people interested in :
—SasS
—Startup
—Marketing
Let’s grow together 🤝
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