RAG Chatbot / Knowledge Copilot for Your DocsMuhammad Anas Khan
I build an AI assistant that answers questions grounded in YOUR documents — no hallucination, no generic ChatGPT answers.
What's included:
→ Document ingestion + chunking + vector embeddings (Pinecone/ChromaDB/pgvector)
→ RAG pipeline so every answer traces back to real source material
→ Custom chat interface or API you can plug into your product/website
→ Prompt-tuned for accuracy and your tone
I built this exact pattern for RRampUp (Canada) — a learner-aware AI tutor hitting 85% response accuracy, 95% positive feedback, and 100% grounded (zero hallucinated) answers.
Send me your docs/use case and I'll scope it within 24 hours.
Example work
Muhammad Anas's other services
Starting at$350
Duration5 days
Tags
AI Chatbot
Vector Search
AI Chatbot Developer
Conversational AI Developer
LLM
Document AI
Knowledge Base AI
RAG Chatbots
Service provided by
Muhammad Anas Khan Lahore, Pakistan
RAG Chatbot / Knowledge Copilot for Your DocsMuhammad Anas Khan
Starting at$350
Duration5 days
Tags
AI Chatbot
Vector Search
AI Chatbot Developer
Conversational AI Developer
LLM
Document AI
Knowledge Base AI
RAG Chatbots
I build an AI assistant that answers questions grounded in YOUR documents — no hallucination, no generic ChatGPT answers.
What's included:
→ Document ingestion + chunking + vector embeddings (Pinecone/ChromaDB/pgvector)
→ RAG pipeline so every answer traces back to real source material
→ Custom chat interface or API you can plug into your product/website
→ Prompt-tuned for accuracy and your tone
I built this exact pattern for RRampUp (Canada) — a learner-aware AI tutor hitting 85% response accuracy, 95% positive feedback, and 100% grounded (zero hallucinated) answers.
Send me your docs/use case and I'll scope it within 24 hours.
Example work
Muhammad Anas's other services
$350