Harness Agentic RAG with MCP for Precise Open-Source Retrieval

Harness Agentic RAG with MCP for Precise Open-Source RetrievalHarness Agentic RAG with MCP for Precise Open-Source Retrieval

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Daniel Enache

• Jul 2

Open-source agentic RAG served over MCP — hybrid retrieval on pgvector with reranking, every answer cited to the exact source chunk or it refuses. Eval suite wired into CI so regressions can't ship.

Backend Development AI Development Claude Python

Alex Prokhorov

max

• Jul 14

fable 5 could pretty much oneshot shaders

Framer Claude WebGL

Rachel Cohen

pro

• Jul 15

It never occurred to me to use a shader for a button's hover state. That is such a cool concept

Khondokar Likhon

• Jul 14

I was trying to do some mockup to polish my visual design and It's about Meal Tracking & Nutrition Mobile App Design | UI UX

Figma Jitter Claude UI Design Mobile Development UX Design

Daniel Flow

• Jul 13

Just delivered a finance automation for a dental clinic in Texas.

Their leads were growing fast and manual tracking was becoming impossible.

Now they just send a WhatsApp message, voice or text, and everything logs automatically.

"I spent $10 on coffee" → logged.

"I earned $1,000 developing a website" → logged.

Income source, amount, category, all recorded instantly into their spreadsheet.

No manual entry. No missed transactions. Just message and move on.

This is what automation looks like for a real client with a real problem 💪.

Comment FINANCE BOT for a free demo. 👇

aiautomation financeautomation makeautomation AI Agent Development AI Automation Business Workflow Automation Google Sheets Make Telegram bots

Maty Sandoval

max

• 1d

Voice-to-logged-transaction is the detail that sells this, most bookkeeping automations still expect people to type things out. Does it handle ambiguous voice notes well, like when someone mumbles the amount?