Dilip

Code 💻

[Dilip @ItsDilip]

@aaryan2tweet @takeUforward_ Back on the grind 💪 Stay consistent 🔥

[Dilip @ItsDilip]

@MatiksHQ 80

[Dilip @ItsDilip]

Explored Strapi today ⚡

Got a startup assignment to build a Todo app with auth using Next.js + Strapi.

Learned: 🧩 Headless CMS basics
🔐 Auth & APIs
🗂️ Collection types / models

Exploring new stacks while building real projects 🚀

#buildinpublic #nextjs #strapi #fullstack

[Dilip @ItsDilip]

Started diving into AI Agents today ⚡

Covered:
🤖 Agent basics
🛠️ Tool calling
🧠 Memory / conversation history
🔎 Google Search integration (Serper)

Building systems that can search, remember, and act🚀

#buildinpublic #genai #aiagents #langchain

[Dilip @ItsDilip]

Updates on ContextIQ ⚡

Core workflow is now fully working:
🔐 User authentication
📄 PDF upload
📝 Instant AI-generated summaries
💬 Context-aware PDF chat (RAG)

Upload → Summary → Chat with your documents 🚀

#buildinpublic #genai #rag #fastapi

[Dilip @ItsDilip]

@yabsssai Appreciate that.

Right now I’m using a document-first RAG flow with retrieval + relevance scoring:

• Strong relevance → PDF-grounded answer
• Weak relevance → general LLM fallback
• Chat memory → added for continuity

[Dilip @ItsDilip]

Designing ContextIQ ⚡

📄 PDF upload
📝 Instant AI summaries
💬 Context-aware document chat (RAG)
🧠 Direct LLM fallback beyond document context

Currently building the core architecture before full product launch 🚀

#buildinpublic #genai #rag #ai

[Dilip @ItsDilip]

Built a Task Manager API with FastAPI ⚡

Now fully working with:
🔐 Authentication & protected routes
🗄️ Alembic migrations
🔗 User ↔ Tasks (one-to-many)
📦 Full CRUD operations

From learning basics → building a real backend system 🚀
#buildinpublic #fastapi #python #backend

[Dilip @ItsDilip]

@LessonsFromProd Using FastAPI dependencies (Depends) for auth — validating the token and injecting the current user per route.

[Dilip @ItsDilip]

More progress on my FastAPI task manager today ⚡

Added:
🔐 Authentication & protected routes
🗄️ Alembic migrations
🔗 One-to-many relationships
👤 User-specific authorized routes

#buildinpublic #fastapi #python #backend

[Dilip @ItsDilip]

Started learning FastAPI today ⚡

Building a simple task management API to understand:
• Routes & CRUD operations
• Pydantic schemas
• SQLAlchemy models
• Clean folder structure

#buildinpublic #fastapi #python #backend

[Dilip @ItsDilip]

Re-deployed TriggerFlow ⚡

Workflow automation platform is live again.
Supports:
⏱️ Time triggers
📈 Price triggers
📩 Email actions
💰 Trade execution

Fixed cookie/auth issues and everything runs smoothly now 🚀

Try it 👇
https://t.co/cAoFvfeimY

[Dilip @ItsDilip]

@NickK2305 TriggerFlow — Workflow automation platform.
Live - https://t.co/cAoFvfeimY

DropVault — Secure file storage with auth + CDN.
Live - https://t.co/tcRZa8bAsk

GitHub — https://t.co/2l5Lhk5Ccz

[Dilip @ItsDilip]

Built a PDF Chatbot using RAG 📄🤖

Upload a document and ask questions about it.
⚡ Document → chunks → embeddings
🔍 Retrieval + context injection
🧠 LLM generates accurate answers

#buildinpublic #genai #rag #ai

[Dilip @ItsDilip]

Built a Loan Decision System as part of a hiring challenge ⚡

Simulates how MSME loans are evaluated:
💯 Credit score
✅ APPROVED / REJECTED
📊 Reason codes (explainable decisions)

Full-stack (React + Node + Postgres) with clean decision logic.

#fullstack #nodejs #react

[Dilip @ItsDilip]

Deep dive into RAG systems today 🧠⚡

Covered:
📚 RAG fundamentals
🔄 End-to-end pipeline
📄 Document loading & chunking
�� Embeddings + Vector DB
🔍 Retrieval & re-ranking
🧩 Context injection

Starting to understand how real AI apps use external data 🚀

#genai #rag #ai

[Dilip @ItsDilip]

Finished LangChain fundamentals ⚡

Built:
🤖 AskBuddy chatbot (LangChain + Streamlit)
🧠 Memory-based conversations
🔗 Prompt → Chain → LLM pipeline
���️ Vector store + retriever basics

Next → RAG 🔥

#buildinpublic #genai #langchain #rag #ai

[Dilip @ItsDilip]

Built my first AI chatbot 🤖⚡
AskBuddy — a simple chatbot built using LangChain.

✅ Prompt → LLM → response flow
✅ Basic chat interaction
✅ Clean UI

Feels great to move from learning → building 🚀

#buildinpublic #genai #langchain

[Dilip @ItsDilip]

@Mithunkumardev Still on day 1 - energy… enjoying simple chains for now

Will reach that 2am debugging phase soon 🙃

[Dilip @ItsDilip]

Started LangChain today ⚡

Covered:
🧠 Static vs Dynamic prompts
🔗 Prompt templates
🤖 Model integration
🧱 LLM chaining (prompt → model → parser)
📤 Output parsing

Built a simple chain end-to-end.

#buildinpublic #genai #langchain #ai