🧠
AI-Powered RAG
Retrieval-Augmented Generation powered by Gemini 2.5 Flash and Firestore Vector Search. Accurate answers grounded in your own content — not hallucinations.
💬User question
🔍Vector search
📄Relevant chunks
🧠Gemini generates answer
🔍 Vector Search
Firestore Vector Search finds the most semantically relevant content from your knowledge base — not just keyword matches.
- ✓ Semantic similarity matching
- ✓ Handles paraphrasing and synonyms
- ✓ Sub-100ms retrieval
✨ Gemini 2.5 Flash
Google's latest model generates natural, accurate answers grounded strictly in your retrieved content — no making things up.
- ✓ Grounded responses only
- ✓ Cites source documents
- ✓ Markdown formatting support
📚 Easy Ingestion
Paste a URL or upload text. EchoSDK chunks, embeds, and indexes your content automatically. Ready in seconds.
- ✓ URL scraping
- ✓ Plain text and Markdown
- ✓ Automatic chunking and embedding
🔄 Continuous Learning
Every resolved support ticket can be added back to the knowledge base. Your AI gets smarter with every interaction.
- ✓ One-click "Add to knowledge base"
- ✓ Resolution feedback loop
- ✓ Improves over time automatically